warning: commands will be executed using /bin/sh
job 3123 at Sat Jun  7 21:55:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse21-140606/YutaMouse21-140606/YutaMouse21-140606
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111111111111111111111100000
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 1849261 data points of dimension 48.
meanDims = 48
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 616420 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 32460 members 
Mstep: Class 3 contains 32486 members 
Mstep: Class 4 contains 32329 members 
Mstep: Class 5 contains 32375 members 
Mstep: Class 6 contains 32621 members 
Mstep: Class 7 contains 32221 members 
Mstep: Class 8 contains 32405 members 
Mstep: Class 9 contains 32312 members 
Mstep: Class 10 contains 32615 members 
Mstep: Class 11 contains 32359 members 
Mstep: Class 12 contains 32192 members 
Mstep: Class 13 contains 32514 members 
Mstep: Class 14 contains 32586 members 
Mstep: Class 15 contains 32656 members 
Mstep: Class 16 contains 32405 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 32445 members 
Mstep: Class 19 contains 32222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1480.907227 but Gain 8165.656250
Score: -130227928.000000 Penalty: 146981.812500
Iteration 0F: 19 clusters Score -1.302279e+08 nChanged 581229
Entering Unmasked Mstep 
Mstep: Class 0 contains 3647 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 15331 members 
Mstep: Class 3 contains 175411 members 
Mstep: Class 4 contains 19683 members 
Mstep: Class 5 contains 10625 members 
Mstep: Class 6 contains 23112 members 
Mstep: Class 8 contains 69572 members 
Mstep: Class 9 contains 19005 members 
Mstep: Class 10 contains 8999 members 
Mstep: Class 11 contains 59241 members 
Mstep: Class 12 contains 34323 members 
Mstep: Class 13 contains 17210 members 
Mstep: Class 14 contains 9690 members 
Mstep: Class 15 contains 19604 members 
Mstep: Class 16 contains 12669 members 
Mstep: Class 17 contains 43995 members 
Mstep: Class 18 contains 37034 members 
Mstep: Class 19 contains 6040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 5609.564941 but Gain 8165.656250
Score: -135089568.000000 Penalty: 138816.156250
Iteration 1F: 18 clusters Score -1.350896e+08 nChanged 281267
Entering Unmasked Mstep 
Mstep: Class 0 contains 2770 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 261866 members 
Mstep: Class 4 contains 9200 members 
Mstep: Class 5 contains 3241 members 
Mstep: Class 6 contains 17643 members 
Mstep: Class 8 contains 99060 members 
Mstep: Class 9 contains 16338 members 
Mstep: Class 10 contains 8500 members 
Mstep: Class 11 contains 38168 members 
Mstep: Class 12 contains 37274 members 
Mstep: Class 13 contains 9902 members 
Mstep: Class 14 contains 13363 members 
Mstep: Class 15 contains 20431 members 
Mstep: Class 17 contains 12093 members 
Mstep: Class 18 contains 31208 members 
Mstep: Class 19 contains 9503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3980.262695 but Gain 8165.648438
Score: -136468560.000000 Penalty: 130650.507812
Iteration 2F: 17 clusters Score -1.364686e+08 nChanged 194187
Entering Unmasked Mstep 
Mstep: Class 0 contains 2112 members 
Mstep: Class 2 contains 18099 members 
Mstep: Class 3 contains 291878 members 
Mstep: Class 4 contains 12900 members 
Mstep: Class 5 contains 1922 members 
Mstep: Class 6 contains 20150 members 
Mstep: Class 8 contains 94645 members 
Mstep: Class 9 contains 5706 members 
Mstep: Class 10 contains 11079 members 
Mstep: Class 11 contains 30155 members 
Mstep: Class 12 contains 27079 members 
Mstep: Class 13 contains 9606 members 
Mstep: Class 14 contains 23206 members 
Mstep: Class 15 contains 25435 members 
Mstep: Class 17 contains 10884 members 
Mstep: Class 18 contains 16980 members 
Mstep: Class 19 contains 14584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137084832.000000 Penalty: 130650.507812
Iteration 3F: 17 clusters Score -1.370848e+08 nChanged 125231
Entering Unmasked Mstep 
Mstep: Class 0 contains 2028 members 
Mstep: Class 2 contains 25565 members 
Mstep: Class 3 contains 268746 members 
Mstep: Class 4 contains 20543 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 20784 members 
Mstep: Class 8 contains 92378 members 
Mstep: Class 9 contains 1701 members 
Mstep: Class 10 contains 14596 members 
Mstep: Class 11 contains 36413 members 
Mstep: Class 12 contains 21393 members 
Mstep: Class 13 contains 12119 members 
Mstep: Class 14 contains 26741 members 
Mstep: Class 15 contains 29440 members 
Mstep: Class 17 contains 16225 members 
Mstep: Class 18 contains 11845 members 
Mstep: Class 19 contains 14023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137402992.000000 Penalty: 130650.507812
Iteration 4F: 17 clusters Score -1.37403e+08 nChanged 81257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1961 members 
Mstep: Class 2 contains 34566 members 
Mstep: Class 3 contains 260302 members 
Mstep: Class 4 contains 23461 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 20490 members 
Mstep: Class 8 contains 85916 members 
Mstep: Class 9 contains 1402 members 
Mstep: Class 10 contains 18517 members 
Mstep: Class 11 contains 42791 members 
Mstep: Class 12 contains 17260 members 
Mstep: Class 13 contains 13266 members 
Mstep: Class 14 contains 23736 members 
Mstep: Class 15 contains 30191 members 
Mstep: Class 17 contains 23221 members 
Mstep: Class 18 contains 7801 members 
Mstep: Class 19 contains 9604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137561104.000000 Penalty: 130650.507812
Iteration 5F: 17 clusters Score -1.375611e+08 nChanged 60282
Entering Unmasked Mstep 
Mstep: Class 0 contains 1870 members 
Mstep: Class 2 contains 44268 members 
Mstep: Class 3 contains 252731 members 
Mstep: Class 4 contains 23922 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 21685 members 
Mstep: Class 8 contains 79065 members 
Mstep: Class 9 contains 1367 members 
Mstep: Class 10 contains 21075 members 
Mstep: Class 11 contains 50927 members 
Mstep: Class 12 contains 16342 members 
Mstep: Class 13 contains 13406 members 
Mstep: Class 14 contains 20624 members 
Mstep: Class 15 contains 29749 members 
Mstep: Class 17 contains 27845 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137678624.000000 Penalty: 130650.507812
Iteration 6F: 17 clusters Score -1.376786e+08 nChanged 45335
Entering Unmasked Mstep 
Mstep: Class 0 contains 1559 members 
Mstep: Class 2 contains 52226 members 
Mstep: Class 3 contains 241577 members 
Mstep: Class 4 contains 23023 members 
Mstep: Class 5 contains 2055 members 
Mstep: Class 6 contains 22771 members 
Mstep: Class 8 contains 74214 members 
Mstep: Class 9 contains 1367 members 
Mstep: Class 10 contains 22758 members 
Mstep: Class 11 contains 59866 members 
Mstep: Class 12 contains 17722 members 
Mstep: Class 13 contains 13746 members 
Mstep: Class 14 contains 18482 members 
Mstep: Class 15 contains 28772 members 
Mstep: Class 17 contains 30775 members 
Mstep: Class 18 contains 3241 members 
Mstep: Class 19 contains 2266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137911104.000000 Penalty: 130650.507812
Iteration 7F: 17 clusters Score -1.379111e+08 nChanged 32879
Entering Unmasked Mstep 
Mstep: Class 0 contains 636 members 
Mstep: Class 2 contains 57489 members 
Mstep: Class 3 contains 231053 members 
Mstep: Class 4 contains 21936 members 
Mstep: Class 5 contains 2098 members 
Mstep: Class 6 contains 23490 members 
Mstep: Class 8 contains 71589 members 
Mstep: Class 9 contains 1386 members 
Mstep: Class 10 contains 23835 members 
Mstep: Class 11 contains 67641 members 
Mstep: Class 12 contains 18537 members 
Mstep: Class 13 contains 13937 members 
Mstep: Class 14 contains 17357 members 
Mstep: Class 15 contains 27804 members 
Mstep: Class 17 contains 32857 members 
Mstep: Class 18 contains 2660 members 
Mstep: Class 19 contains 2115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137974192.000000 Penalty: 130650.507812
Iteration 8F: 17 clusters Score -1.379742e+08 nChanged 22554
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 2 contains 60571 members 
Mstep: Class 3 contains 223074 members 
Mstep: Class 4 contains 21015 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 24121 members 
Mstep: Class 8 contains 69994 members 
Mstep: Class 9 contains 1411 members 
Mstep: Class 10 contains 24571 members 
Mstep: Class 11 contains 73746 members 
Mstep: Class 12 contains 18670 members 
Mstep: Class 13 contains 14027 members 
Mstep: Class 14 contains 16748 members 
Mstep: Class 15 contains 27030 members 
Mstep: Class 17 contains 34408 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137991872.000000 Penalty: 130650.507812
Iteration 9Q: 17 clusters Score -1.379919e+08 nChanged 16343
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 2 contains 62349 members 
Mstep: Class 3 contains 217187 members 
Mstep: Class 4 contains 20190 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 24680 members 
Mstep: Class 8 contains 68775 members 
Mstep: Class 9 contains 1454 members 
Mstep: Class 10 contains 24998 members 
Mstep: Class 11 contains 78573 members 
Mstep: Class 12 contains 18441 members 
Mstep: Class 13 contains 13932 members 
Mstep: Class 14 contains 16530 members 
Mstep: Class 15 contains 26612 members 
Mstep: Class 17 contains 35676 members 
Mstep: Class 18 contains 2679 members 
Mstep: Class 19 contains 1668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138000208.000000 Penalty: 130650.507812
Iteration 10Q: 17 clusters Score -1.380002e+08 nChanged 12363
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 2 contains 63385 members 
Mstep: Class 3 contains 212607 members 
Mstep: Class 4 contains 19461 members 
Mstep: Class 5 contains 2123 members 
Mstep: Class 6 contains 25121 members 
Mstep: Class 8 contains 67768 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 25328 members 
Mstep: Class 11 contains 82528 members 
Mstep: Class 12 contains 18068 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 16402 members 
Mstep: Class 15 contains 26503 members 
Mstep: Class 17 contains 36760 members 
Mstep: Class 18 contains 2894 members 
Mstep: Class 19 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138005952.000000 Penalty: 130650.507812
Iteration 11Q: 17 clusters Score -1.38006e+08 nChanged 10074
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 2 contains 63895 members 
Mstep: Class 3 contains 209092 members 
Mstep: Class 4 contains 18694 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 25483 members 
Mstep: Class 8 contains 66689 members 
Mstep: Class 9 contains 1501 members 
Mstep: Class 10 contains 25540 members 
Mstep: Class 11 contains 85874 members 
Mstep: Class 12 contains 17701 members 
Mstep: Class 13 contains 13614 members 
Mstep: Class 14 contains 16360 members 
Mstep: Class 15 contains 26795 members 
Mstep: Class 17 contains 37753 members 
Mstep: Class 18 contains 3118 members 
Mstep: Class 19 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138009760.000000 Penalty: 130650.507812
Iteration 12Q: 17 clusters Score -1.380098e+08 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 2 contains 64101 members 
Mstep: Class 3 contains 206138 members 
Mstep: Class 4 contains 17920 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 25797 members 
Mstep: Class 8 contains 65185 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 25707 members 
Mstep: Class 11 contains 88890 members 
Mstep: Class 12 contains 17374 members 
Mstep: Class 13 contains 13404 members 
Mstep: Class 14 contains 16398 members 
Mstep: Class 15 contains 27697 members 
Mstep: Class 17 contains 38673 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138012992.000000 Penalty: 130650.507812
Iteration 13Q: 17 clusters Score -1.38013e+08 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 2 contains 64033 members 
Mstep: Class 3 contains 203678 members 
Mstep: Class 4 contains 17147 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 26153 members 
Mstep: Class 8 contains 62853 members 
Mstep: Class 9 contains 1533 members 
Mstep: Class 10 contains 25821 members 
Mstep: Class 11 contains 91636 members 
Mstep: Class 12 contains 17126 members 
Mstep: Class 13 contains 13194 members 
Mstep: Class 14 contains 16429 members 
Mstep: Class 15 contains 29482 members 
Mstep: Class 17 contains 39536 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138017792.000000 Penalty: 130650.507812
Iteration 14Q: 17 clusters Score -1.380178e+08 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 2 contains 63784 members 
Mstep: Class 3 contains 201691 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 8 contains 58901 members 
Mstep: Class 9 contains 1551 members 
Mstep: Class 10 contains 25924 members 
Mstep: Class 11 contains 94211 members 
Mstep: Class 12 contains 16832 members 
Mstep: Class 13 contains 13053 members 
Mstep: Class 14 contains 16469 members 
Mstep: Class 15 contains 32850 members 
Mstep: Class 17 contains 40356 members 
Mstep: Class 18 contains 3659 members 
Mstep: Class 19 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138027744.000000 Penalty: 130650.507812
Iteration 15Q: 17 clusters Score -1.380277e+08 nChanged 13065
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 2 contains 63321 members 
Mstep: Class 3 contains 200024 members 
Mstep: Class 4 contains 15671 members 
Mstep: Class 5 contains 2121 members 
Mstep: Class 6 contains 26787 members 
Mstep: Class 8 contains 52750 members 
Mstep: Class 9 contains 1571 members 
Mstep: Class 10 contains 26002 members 
Mstep: Class 11 contains 96633 members 
Mstep: Class 12 contains 16651 members 
Mstep: Class 13 contains 12928 members 
Mstep: Class 14 contains 16448 members 
Mstep: Class 15 contains 38478 members 
Mstep: Class 17 contains 41030 members 
Mstep: Class 18 contains 3825 members 
Mstep: Class 19 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138053344.000000 Penalty: 130650.507812
Iteration 16Q: 17 clusters Score -1.380533e+08 nChanged 11066
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 2 contains 62739 members 
Mstep: Class 3 contains 198619 members 
Mstep: Class 4 contains 15047 members 
Mstep: Class 5 contains 2120 members 
Mstep: Class 6 contains 27127 members 
Mstep: Class 8 contains 50215 members 
Mstep: Class 9 contains 1602 members 
Mstep: Class 10 contains 26075 members 
Mstep: Class 11 contains 99062 members 
Mstep: Class 12 contains 16510 members 
Mstep: Class 13 contains 12829 members 
Mstep: Class 14 contains 15923 members 
Mstep: Class 15 contains 40864 members 
Mstep: Class 17 contains 41610 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138084944.000000 Penalty: 130650.507812
Iteration 17Q: 17 clusters Score -1.380849e+08 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 2 contains 62008 members 
Mstep: Class 3 contains 197341 members 
Mstep: Class 4 contains 14452 members 
Mstep: Class 5 contains 2120 members 
Mstep: Class 6 contains 27497 members 
Mstep: Class 8 contains 50994 members 
Mstep: Class 9 contains 1676 members 
Mstep: Class 10 contains 26136 members 
Mstep: Class 11 contains 101496 members 
Mstep: Class 12 contains 16352 members 
Mstep: Class 13 contains 12754 members 
Mstep: Class 14 contains 15152 members 
Mstep: Class 15 contains 40213 members 
Mstep: Class 17 contains 42133 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138092400.000000 Penalty: 130650.507812
Iteration 18Q: 17 clusters Score -1.380924e+08 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 2 contains 61168 members 
Mstep: Class 3 contains 196077 members 
Mstep: Class 4 contains 13939 members 
Mstep: Class 5 contains 2121 members 
Mstep: Class 6 contains 27820 members 
Mstep: Class 8 contains 51633 members 
Mstep: Class 9 contains 1787 members 
Mstep: Class 10 contains 26193 members 
Mstep: Class 11 contains 103791 members 
Mstep: Class 12 contains 16221 members 
Mstep: Class 13 contains 12674 members 
Mstep: Class 14 contains 14707 members 
Mstep: Class 15 contains 39508 members 
Mstep: Class 17 contains 42603 members 
Mstep: Class 18 contains 3994 members 
Mstep: Class 19 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138097056.000000 Penalty: 130650.507812
Iteration 19Q: 17 clusters Score -1.380971e+08 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 2 contains 60261 members 
Mstep: Class 3 contains 194954 members 
Mstep: Class 4 contains 13477 members 
Mstep: Class 5 contains 2121 members 
Mstep: Class 6 contains 28123 members 
Mstep: Class 8 contains 52010 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 26224 members 
Mstep: Class 11 contains 105911 members 
Mstep: Class 12 contains 16137 members 
Mstep: Class 13 contains 12582 members 
Mstep: Class 14 contains 14439 members 
Mstep: Class 15 contains 39098 members 
Mstep: Class 17 contains 42992 members 
Mstep: Class 18 contains 4106 members 
Mstep: Class 19 contains 1624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138101920.000000 Penalty: 130650.507812
Iteration 20F: 17 clusters Score -1.381019e+08 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 2 contains 59049 members 
Mstep: Class 3 contains 194039 members 
Mstep: Class 4 contains 13125 members 
Mstep: Class 5 contains 2093 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 8 contains 52206 members 
Mstep: Class 9 contains 1794 members 
Mstep: Class 10 contains 26217 members 
Mstep: Class 11 contains 107881 members 
Mstep: Class 12 contains 16068 members 
Mstep: Class 13 contains 12512 members 
Mstep: Class 14 contains 14261 members 
Mstep: Class 15 contains 38866 members 
Mstep: Class 17 contains 43277 members 
Mstep: Class 18 contains 4636 members 
Mstep: Class 19 contains 1572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138108384.000000 Penalty: 130650.507812
Iteration 21Q: 17 clusters Score -1.381084e+08 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 2 contains 57929 members 
Mstep: Class 3 contains 193244 members 
Mstep: Class 4 contains 12781 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 28526 members 
Mstep: Class 8 contains 52380 members 
Mstep: Class 9 contains 1723 members 
Mstep: Class 10 contains 26226 members 
Mstep: Class 11 contains 109732 members 
Mstep: Class 12 contains 16035 members 
Mstep: Class 13 contains 12439 members 
Mstep: Class 14 contains 14124 members 
Mstep: Class 15 contains 38758 members 
Mstep: Class 17 contains 43530 members 
Mstep: Class 18 contains 4907 members 
Mstep: Class 19 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138111056.000000 Penalty: 130650.507812
Iteration 22Q: 17 clusters Score -1.381111e+08 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 2 contains 56769 members 
Mstep: Class 3 contains 192610 members 
Mstep: Class 4 contains 12418 members 
Mstep: Class 5 contains 2047 members 
Mstep: Class 6 contains 28781 members 
Mstep: Class 8 contains 52502 members 
Mstep: Class 9 contains 1666 members 
Mstep: Class 10 contains 26241 members 
Mstep: Class 11 contains 111530 members 
Mstep: Class 12 contains 16000 members 
Mstep: Class 13 contains 12328 members 
Mstep: Class 14 contains 14043 members 
Mstep: Class 15 contains 38698 members 
Mstep: Class 17 contains 43739 members 
Mstep: Class 18 contains 5021 members 
Mstep: Class 19 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138112528.000000 Penalty: 130650.507812
Iteration 23Q: 17 clusters Score -1.381125e+08 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 2 contains 55598 members 
Mstep: Class 3 contains 192051 members 
Mstep: Class 4 contains 12100 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 29093 members 
Mstep: Class 8 contains 52587 members 
Mstep: Class 9 contains 1623 members 
Mstep: Class 10 contains 26225 members 
Mstep: Class 11 contains 113295 members 
Mstep: Class 12 contains 15950 members 
Mstep: Class 13 contains 12200 members 
Mstep: Class 14 contains 13969 members 
Mstep: Class 15 contains 38652 members 
Mstep: Class 17 contains 43929 members 
Mstep: Class 18 contains 5080 members 
Mstep: Class 19 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138113664.000000 Penalty: 130650.507812
Iteration 24Q: 17 clusters Score -1.381137e+08 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 2 contains 54511 members 
Mstep: Class 3 contains 191442 members 
Mstep: Class 4 contains 11766 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 29469 members 
Mstep: Class 8 contains 52652 members 
Mstep: Class 9 contains 1604 members 
Mstep: Class 10 contains 26232 members 
Mstep: Class 11 contains 114986 members 
Mstep: Class 12 contains 15922 members 
Mstep: Class 13 contains 12048 members 
Mstep: Class 14 contains 13906 members 
Mstep: Class 15 contains 38625 members 
Mstep: Class 17 contains 44103 members 
Mstep: Class 18 contains 5087 members 
Mstep: Class 19 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138114464.000000 Penalty: 130650.507812
Iteration 25Q: 17 clusters Score -1.381145e+08 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 2 contains 53451 members 
Mstep: Class 3 contains 190811 members 
Mstep: Class 4 contains 11494 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 29865 members 
Mstep: Class 8 contains 52690 members 
Mstep: Class 9 contains 1593 members 
Mstep: Class 10 contains 26228 members 
Mstep: Class 11 contains 116672 members 
Mstep: Class 12 contains 15894 members 
Mstep: Class 13 contains 11872 members 
Mstep: Class 14 contains 13862 members 
Mstep: Class 15 contains 38600 members 
Mstep: Class 17 contains 44246 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138115696.000000 Penalty: 130650.507812
Iteration 26Q: 17 clusters Score -1.381157e+08 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 2 contains 52395 members 
Mstep: Class 3 contains 190263 members 
Mstep: Class 4 contains 11236 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 30299 members 
Mstep: Class 8 contains 52722 members 
Mstep: Class 9 contains 1590 members 
Mstep: Class 10 contains 26219 members 
Mstep: Class 11 contains 118258 members 
Mstep: Class 12 contains 15876 members 
Mstep: Class 13 contains 11678 members 
Mstep: Class 14 contains 13802 members 
Mstep: Class 15 contains 38583 members 
Mstep: Class 17 contains 44407 members 
Mstep: Class 18 contains 5029 members 
Mstep: Class 19 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138116336.000000 Penalty: 130650.507812
Iteration 27Q: 17 clusters Score -1.381163e+08 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 2 contains 51373 members 
Mstep: Class 3 contains 189794 members 
Mstep: Class 4 contains 10983 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 30759 members 
Mstep: Class 8 contains 52752 members 
Mstep: Class 9 contains 1589 members 
Mstep: Class 10 contains 26201 members 
Mstep: Class 11 contains 119725 members 
Mstep: Class 12 contains 15864 members 
Mstep: Class 13 contains 11459 members 
Mstep: Class 14 contains 13748 members 
Mstep: Class 15 contains 38573 members 
Mstep: Class 17 contains 44538 members 
Mstep: Class 18 contains 5000 members 
Mstep: Class 19 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138116928.000000 Penalty: 130650.507812
Iteration 28Q: 17 clusters Score -1.381169e+08 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 2 contains 50337 members 
Mstep: Class 3 contains 189339 members 
Mstep: Class 4 contains 10768 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 31205 members 
Mstep: Class 8 contains 52768 members 
Mstep: Class 9 contains 1588 members 
Mstep: Class 10 contains 26192 members 
Mstep: Class 11 contains 121138 members 
Mstep: Class 12 contains 15858 members 
Mstep: Class 13 contains 11287 members 
Mstep: Class 14 contains 13693 members 
Mstep: Class 15 contains 38558 members 
Mstep: Class 17 contains 44655 members 
Mstep: Class 18 contains 4973 members 
Mstep: Class 19 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138117376.000000 Penalty: 130650.507812
Iteration 29Q: 17 clusters Score -1.381174e+08 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 2 contains 49380 members 
Mstep: Class 3 contains 188847 members 
Mstep: Class 4 contains 10571 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 31682 members 
Mstep: Class 8 contains 52787 members 
Mstep: Class 9 contains 1588 members 
Mstep: Class 10 contains 26179 members 
Mstep: Class 11 contains 122465 members 
Mstep: Class 12 contains 15852 members 
Mstep: Class 13 contains 11120 members 
Mstep: Class 14 contains 13622 members 
Mstep: Class 15 contains 38553 members 
Mstep: Class 17 contains 44748 members 
Mstep: Class 18 contains 4966 members 
Mstep: Class 19 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138118320.000000 Penalty: 130650.507812
Iteration 30Q: 17 clusters Score -1.381183e+08 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 2 contains 48449 members 
Mstep: Class 3 contains 188386 members 
Mstep: Class 4 contains 10381 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 32161 members 
Mstep: Class 8 contains 52807 members 
Mstep: Class 9 contains 1587 members 
Mstep: Class 10 contains 26187 members 
Mstep: Class 11 contains 123727 members 
Mstep: Class 12 contains 15858 members 
Mstep: Class 13 contains 10998 members 
Mstep: Class 14 contains 13534 members 
Mstep: Class 15 contains 38546 members 
Mstep: Class 17 contains 44787 members 
Mstep: Class 18 contains 4952 members 
Mstep: Class 19 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138119024.000000 Penalty: 130650.507812
Iteration 31Q: 17 clusters Score -1.38119e+08 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 2 contains 47586 members 
Mstep: Class 3 contains 187920 members 
Mstep: Class 4 contains 10214 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 32563 members 
Mstep: Class 8 contains 52819 members 
Mstep: Class 9 contains 1587 members 
Mstep: Class 10 contains 26195 members 
Mstep: Class 11 contains 124955 members 
Mstep: Class 12 contains 15864 members 
Mstep: Class 13 contains 10885 members 
Mstep: Class 14 contains 13473 members 
Mstep: Class 15 contains 38533 members 
Mstep: Class 17 contains 44828 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138120080.000000 Penalty: 130650.507812
Iteration 32Q: 17 clusters Score -1.381201e+08 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 2 contains 46742 members 
Mstep: Class 3 contains 187464 members 
Mstep: Class 4 contains 10061 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 32974 members 
Mstep: Class 8 contains 52827 members 
Mstep: Class 9 contains 1587 members 
Mstep: Class 10 contains 26190 members 
Mstep: Class 11 contains 126153 members 
Mstep: Class 12 contains 15879 members 
Mstep: Class 13 contains 10751 members 
Mstep: Class 14 contains 13420 members 
Mstep: Class 15 contains 38530 members 
Mstep: Class 17 contains 44867 members 
Mstep: Class 18 contains 4918 members 
Mstep: Class 19 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138120480.000000 Penalty: 130650.507812
Iteration 33Q: 17 clusters Score -1.381205e+08 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 2 contains 45911 members 
Mstep: Class 3 contains 187033 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 33350 members 
Mstep: Class 8 contains 52842 members 
Mstep: Class 9 contains 1587 members 
Mstep: Class 10 contains 26184 members 
Mstep: Class 11 contains 127319 members 
Mstep: Class 12 contains 15877 members 
Mstep: Class 13 contains 10631 members 
Mstep: Class 14 contains 13373 members 
Mstep: Class 15 contains 38529 members 
Mstep: Class 17 contains 44903 members 
Mstep: Class 18 contains 4894 members 
Mstep: Class 19 contains 1517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138121120.000000 Penalty: 130650.507812
Iteration 34Q: 17 clusters Score -1.381211e+08 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 2 contains 45107 members 
Mstep: Class 3 contains 186648 members 
Mstep: Class 4 contains 9800 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 33670 members 
Mstep: Class 8 contains 52853 members 
Mstep: Class 9 contains 1587 members 
Mstep: Class 10 contains 26214 members 
Mstep: Class 11 contains 128442 members 
Mstep: Class 12 contains 15874 members 
Mstep: Class 13 contains 10506 members 
Mstep: Class 14 contains 13328 members 
Mstep: Class 15 contains 38527 members 
Mstep: Class 17 contains 44932 members 
Mstep: Class 18 contains 4877 members 
Mstep: Class 19 contains 1516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138121584.000000 Penalty: 130650.507812
Iteration 35Q: 17 clusters Score -1.381216e+08 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 2 contains 44291 members 
Mstep: Class 3 contains 186265 members 
Mstep: Class 4 contains 9693 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 33952 members 
Mstep: Class 8 contains 52859 members 
Mstep: Class 9 contains 1587 members 
Mstep: Class 10 contains 26233 members 
Mstep: Class 11 contains 129589 members 
Mstep: Class 12 contains 15885 members 
Mstep: Class 13 contains 10392 members 
Mstep: Class 14 contains 13289 members 
Mstep: Class 15 contains 38522 members 
Mstep: Class 17 contains 44952 members 
Mstep: Class 18 contains 4857 members 
Mstep: Class 19 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138122160.000000 Penalty: 130650.507812
Iteration 36Q: 17 clusters Score -1.381222e+08 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 2 contains 43490 members 
Mstep: Class 3 contains 185696 members 
Mstep: Class 4 contains 9596 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 34198 members 
Mstep: Class 8 contains 52867 members 
Mstep: Class 9 contains 1587 members 
Mstep: Class 10 contains 26262 members 
Mstep: Class 11 contains 130873 members 
Mstep: Class 12 contains 15888 members 
Mstep: Class 13 contains 10289 members 
Mstep: Class 14 contains 13261 members 
Mstep: Class 15 contains 38520 members 
Mstep: Class 17 contains 44998 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138123168.000000 Penalty: 130650.507812
Iteration 37Q: 17 clusters Score -1.381232e+08 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 2 contains 42708 members 
Mstep: Class 3 contains 184728 members 
Mstep: Class 4 contains 9492 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 34401 members 
Mstep: Class 8 contains 52876 members 
Mstep: Class 9 contains 1588 members 
Mstep: Class 10 contains 26303 members 
Mstep: Class 11 contains 132540 members 
Mstep: Class 12 contains 15896 members 
Mstep: Class 13 contains 10222 members 
Mstep: Class 14 contains 13231 members 
Mstep: Class 15 contains 38512 members 
Mstep: Class 17 contains 45051 members 
Mstep: Class 18 contains 4823 members 
Mstep: Class 19 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138125152.000000 Penalty: 130650.507812
Iteration 38Q: 17 clusters Score -1.381252e+08 nChanged 4279
Entering ConstructFrom: 
Score: -138125152.000000 Penalty: 130650.507812
Entering ConstructFrom: 
Trying to split cluster 2 (41868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Entering Unmasked Estep 
Score: -9367721.000000 Penalty: 6518.394531
	Iteration 0F: 2 clusters Score -9367721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -9337302.000000 Penalty: 13036.789062
	Iteration 0F: 3 clusters Score -9337302 nChanged 18165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -9347136.000000 Penalty: 13036.789062
	Iteration 1F: 3 clusters Score -9347136 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -9349016.000000 Penalty: 13036.789062
	Iteration 2F: 3 clusters Score -9349016 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -9351310.000000 Penalty: 13036.789062
	Iteration 3F: 3 clusters Score -9351310 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -9353811.000000 Penalty: 13036.789062
	Iteration 4F: 3 clusters Score -9353811 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -9356523.000000 Penalty: 13036.789062
	Iteration 5F: 3 clusters Score -9356523 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -9359112.000000 Penalty: 13036.789062
	Iteration 6F: 3 clusters Score -9359112 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -9361218.000000 Penalty: 13036.789062
	Iteration 7F: 3 clusters Score -9361218 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -9362707.000000 Penalty: 13036.789062
	Iteration 8Q: 3 clusters Score -9362707 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -9363711.000000 Penalty: 13036.789062
	Iteration 9Q: 3 clusters Score -9363711 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -9364325.000000 Penalty: 13036.789062
	Iteration 10Q: 3 clusters Score -9364325 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -9364783.000000 Penalty: 13036.789062
	Iteration 11Q: 3 clusters Score -9364783 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -9365055.000000 Penalty: 13036.789062
	Iteration 12Q: 3 clusters Score -9365055 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -9365292.000000 Penalty: 13036.789062
	Iteration 13Q: 3 clusters Score -9365292 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -9365475.000000 Penalty: 13036.789062
	Iteration 14Q: 3 clusters Score -9365475 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -9365557.000000 Penalty: 13036.789062
	Iteration 15Q: 3 clusters Score -9365557 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -9365633.000000 Penalty: 13036.789062
	Iteration 16Q: 3 clusters Score -9365633 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -9365723.000000 Penalty: 13036.789062
	Iteration 17Q: 3 clusters Score -9365723 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -9365743.000000 Penalty: 13036.789062
	Iteration 18Q: 3 clusters Score -9365743 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -9365782.000000 Penalty: 13036.789062
	Iteration 19Q: 3 clusters Score -9365782 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -9365810.000000 Penalty: 13036.789062
	Iteration 20F: 3 clusters Score -9365810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -9365799.000000 Penalty: 13036.789062
	Iteration 21Q: 3 clusters Score -9365799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -9365828.000000 Penalty: 13036.789062
	Iteration 22Q: 3 clusters Score -9365828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -9365825.000000 Penalty: 13036.789062
	Iteration 23Q: 3 clusters Score -9365825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -9365828.000000 Penalty: 13036.789062
	Iteration 24Q: 3 clusters Score -9365828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -9365827.000000 Penalty: 13036.789062
	Iteration 25Q: 3 clusters Score -9365827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -9365838.000000 Penalty: 13036.789062
	Iteration 26Q: 3 clusters Score -9365838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -9365853.000000 Penalty: 13036.789062
	Iteration 27Q: 3 clusters Score -9365853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -9365854.000000 Penalty: 13036.789062
	Iteration 28Q: 3 clusters Score -9365854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -9365848.000000 Penalty: 13036.789062
	Iteration 29Q: 3 clusters Score -9365848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -9365856.000000 Penalty: 13036.789062
	Iteration 30Q: 3 clusters Score -9365856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -9365857.000000 Penalty: 13036.789062
	Iteration 31Q: 3 clusters Score -9365857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -9365877.000000 Penalty: 13036.789062
	Iteration 32Q: 3 clusters Score -9365877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -9365884.000000 Penalty: 13036.789062
	Iteration 33Q: 3 clusters Score -9365884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -9365878.000000 Penalty: 13036.789062
	Iteration 34Q: 3 clusters Score -9365878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -9365884.000000 Penalty: 13036.789062
	Iteration 35Q: 3 clusters Score -9365884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -9365879.000000 Penalty: 13036.789062
	Iteration 36Q: 3 clusters Score -9365879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -9365877.000000 Penalty: 13036.789062
	Iteration 37Q: 3 clusters Score -9365877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -9365883.000000 Penalty: 13036.789062
	Iteration 38Q: 3 clusters Score -9365883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -9365886.000000 Penalty: 13036.789062
	Iteration 39Q: 3 clusters Score -9365886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -9365882.000000 Penalty: 13036.789062
	Iteration 40F: 3 clusters Score -9365882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (183291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183291 members 
Entering Unmasked Estep 
Score: -41471060.000000 Penalty: 7422.783691
	Iteration 0F: 2 clusters Score -4.147106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91492 members 
Mstep: Class 2 contains 91799 members 
Entering Unmasked Estep 
Score: -41348116.000000 Penalty: 14845.567383
	Iteration 0F: 3 clusters Score -4.134812e+07 nChanged 86065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89309 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -41397388.000000 Penalty: 14845.567383
	Iteration 1F: 3 clusters Score -4.139739e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87986 members 
Mstep: Class 2 contains 95305 members 
Entering Unmasked Estep 
Score: -41399500.000000 Penalty: 14845.567383
	Iteration 2Q: 3 clusters Score -4.13995e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86387 members 
Mstep: Class 2 contains 96904 members 
Entering Unmasked Estep 
Score: -41402324.000000 Penalty: 14845.567383
	Iteration 3Q: 3 clusters Score -4.140232e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84485 members 
Mstep: Class 2 contains 98806 members 
Entering Unmasked Estep 
Score: -41404976.000000 Penalty: 14845.567383
	Iteration 4Q: 3 clusters Score -4.140498e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Mstep: Class 2 contains 101056 members 
Entering Unmasked Estep 
Score: -41407952.000000 Penalty: 14845.567383
	Iteration 5Q: 3 clusters Score -4.140795e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79530 members 
Mstep: Class 2 contains 103761 members 
Entering Unmasked Estep 
Score: -41410712.000000 Penalty: 14845.567383
	Iteration 6Q: 3 clusters Score -4.141071e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75988 members 
Mstep: Class 2 contains 107303 members 
Entering Unmasked Estep 
Score: -41413912.000000 Penalty: 14845.567383
	Iteration 7Q: 3 clusters Score -4.141391e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 111860 members 
Entering Unmasked Estep 
Score: -41417100.000000 Penalty: 14845.567383
	Iteration 8Q: 3 clusters Score -4.14171e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 117489 members 
Entering Unmasked Estep 
Score: -41420724.000000 Penalty: 14845.567383
	Iteration 9Q: 3 clusters Score -4.142072e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 124290 members 
Entering Unmasked Estep 
Score: -41424572.000000 Penalty: 14845.567383
	Iteration 10Q: 3 clusters Score -4.142457e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 132308 members 
Entering Unmasked Estep 
Score: -41429680.000000 Penalty: 14845.567383
	Iteration 11Q: 3 clusters Score -4.142968e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 141012 members 
Entering Unmasked Estep 
Score: -41435524.000000 Penalty: 14845.567383
	Iteration 12Q: 3 clusters Score -4.143552e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 149822 members 
Entering Unmasked Estep 
Score: -41441984.000000 Penalty: 14845.567383
	Iteration 13Q: 3 clusters Score -4.144198e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 157927 members 
Entering Unmasked Estep 
Score: -41448012.000000 Penalty: 14845.567383
	Iteration 14Q: 3 clusters Score -4.144801e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 164643 members 
Entering Unmasked Estep 
Score: -41452716.000000 Penalty: 14845.567383
	Iteration 15Q: 3 clusters Score -4.145272e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 169883 members 
Entering Unmasked Estep 
Score: -41456616.000000 Penalty: 14845.567383
	Iteration 16Q: 3 clusters Score -4.145662e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 173731 members 
Entering Unmasked Estep 
Score: -41459480.000000 Penalty: 14845.567383
	Iteration 17Q: 3 clusters Score -4.145948e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 176429 members 
Entering Unmasked Estep 
Score: -41461120.000000 Penalty: 14845.567383
	Iteration 18Q: 3 clusters Score -4.146112e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 178249 members 
Entering Unmasked Estep 
Score: -41462312.000000 Penalty: 14845.567383
	Iteration 19Q: 3 clusters Score -4.146231e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 179499 members 
Entering Unmasked Estep 
Score: -41463196.000000 Penalty: 14845.567383
	Iteration 20F: 3 clusters Score -4.14632e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 180270 members 
Entering Unmasked Estep 
Score: -41463728.000000 Penalty: 14845.567383
	Iteration 21Q: 3 clusters Score -4.146373e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 180744 members 
Entering Unmasked Estep 
Score: -41464024.000000 Penalty: 14845.567383
	Iteration 22Q: 3 clusters Score -4.146402e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 181076 members 
Entering Unmasked Estep 
Score: -41464156.000000 Penalty: 14845.567383
	Iteration 23Q: 3 clusters Score -4.146416e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 181321 members 
Entering Unmasked Estep 
Score: -41464344.000000 Penalty: 14845.567383
	Iteration 24Q: 3 clusters Score -4.146434e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 181495 members 
Entering Unmasked Estep 
Score: -41464500.000000 Penalty: 14845.567383
	Iteration 25Q: 3 clusters Score -4.14645e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 181634 members 
Entering Unmasked Estep 
Score: -41464644.000000 Penalty: 14845.567383
	Iteration 26Q: 3 clusters Score -4.146464e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 181721 members 
Entering Unmasked Estep 
Score: -41464700.000000 Penalty: 14845.567383
	Iteration 27Q: 3 clusters Score -4.14647e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 181788 members 
Entering Unmasked Estep 
Score: -41464784.000000 Penalty: 14845.567383
	Iteration 28Q: 3 clusters Score -4.146478e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 181842 members 
Entering Unmasked Estep 
Score: -41464800.000000 Penalty: 14845.567383
	Iteration 29Q: 3 clusters Score -4.14648e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 181886 members 
Entering Unmasked Estep 
Score: -41464820.000000 Penalty: 14845.567383
	Iteration 30Q: 3 clusters Score -4.146482e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 181913 members 
Entering Unmasked Estep 
Score: -41464828.000000 Penalty: 14845.567383
	Iteration 31Q: 3 clusters Score -4.146483e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 181940 members 
Entering Unmasked Estep 
Score: -41464892.000000 Penalty: 14845.567383
	Iteration 32Q: 3 clusters Score -4.146489e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 181966 members 
Entering Unmasked Estep 
Score: -41464924.000000 Penalty: 14845.567383
	Iteration 33Q: 3 clusters Score -4.146492e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 181987 members 
Entering Unmasked Estep 
Score: -41464936.000000 Penalty: 14845.567383
	Iteration 34Q: 3 clusters Score -4.146494e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 181998 members 
Entering Unmasked Estep 
Score: -41464936.000000 Penalty: 14845.567383
	Iteration 35Q: 3 clusters Score -4.146494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 182004 members 
Entering Unmasked Estep 
Score: -41464932.000000 Penalty: 14845.567383
	Iteration 36Q: 3 clusters Score -4.146493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 182014 members 
Entering Unmasked Estep 
Score: -41464944.000000 Penalty: 14845.567383
	Iteration 37Q: 3 clusters Score -4.146494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 182020 members 
Entering Unmasked Estep 
Score: -41464952.000000 Penalty: 14845.567383
	Iteration 38Q: 3 clusters Score -4.146495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 182028 members 
Entering Unmasked Estep 
Score: -41464960.000000 Penalty: 14845.567383
	Iteration 39Q: 3 clusters Score -4.146496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 182031 members 
Entering Unmasked Estep 
Score: -41464952.000000 Penalty: 14845.567383
	Iteration 40F: 3 clusters Score -4.146495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 182034 members 
Entering Unmasked Estep 
Score: -41464984.000000 Penalty: 14845.567383
	Iteration 41Q: 3 clusters Score -4.146498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 182035 members 
Entering Unmasked Estep 
Score: -41464996.000000 Penalty: 14845.567383
	Iteration 42Q: 3 clusters Score -4.1465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 182038 members 
Entering Unmasked Estep 
Score: -41464976.000000 Penalty: 14845.567383
	Iteration 43Q: 3 clusters Score -4.146498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 182041 members 
Entering Unmasked Estep 
Score: -41464992.000000 Penalty: 14845.567383
	Iteration 44Q: 3 clusters Score -4.146499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 182045 members 
Entering Unmasked Estep 
Score: -41465008.000000 Penalty: 14845.567383
	Iteration 45Q: 3 clusters Score -4.146501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 182051 members 
Entering Unmasked Estep 
Score: -41464988.000000 Penalty: 14845.567383
	Iteration 46Q: 3 clusters Score -4.146499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 182054 members 
Entering Unmasked Estep 
Score: -41464992.000000 Penalty: 14845.567383
	Iteration 47Q: 3 clusters Score -4.146499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 182057 members 
Entering Unmasked Estep 
Score: -41465020.000000 Penalty: 14845.567383
	Iteration 48Q: 3 clusters Score -4.146502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 182061 members 
Entering Unmasked Estep 
Score: -41465024.000000 Penalty: 14845.567383
	Iteration 49Q: 3 clusters Score -4.146502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 182060 members 
Entering Unmasked Estep 
Score: -41465012.000000 Penalty: 14845.567383
	Iteration 50Q: 3 clusters Score -4.146501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 182061 members 
Entering Unmasked Estep 
Score: -41465016.000000 Penalty: 14845.567383
	Iteration 51Q: 3 clusters Score -4.146502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 182065 members 
Entering Unmasked Estep 
Score: -41465004.000000 Penalty: 14845.567383
	Iteration 52Q: 3 clusters Score -4.1465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 182067 members 
Entering Unmasked Estep 
Score: -41465020.000000 Penalty: 14845.567383
	Iteration 53Q: 3 clusters Score -4.146502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 182067 members 
Entering Unmasked Estep 
Score: -41465012.000000 Penalty: 14845.567383
	Iteration 54Q: 3 clusters Score -4.146501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 182067 members 
Entering Unmasked Estep 
Score: -41464988.000000 Penalty: 14845.567383
	Iteration 55Q: 3 clusters Score -4.146499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 182069 members 
Entering Unmasked Estep 
Score: -41465000.000000 Penalty: 14845.567383
	Iteration 56Q: 3 clusters Score -4.1465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 182071 members 
Entering Unmasked Estep 
Score: -41465028.000000 Penalty: 14845.567383
	Iteration 57Q: 3 clusters Score -4.146503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 182074 members 
Entering Unmasked Estep 
Score: -41464972.000000 Penalty: 14845.567383
	Iteration 58Q: 3 clusters Score -4.146497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 182078 members 
Entering Unmasked Estep 
Score: -41464984.000000 Penalty: 14845.567383
	Iteration 59Q: 3 clusters Score -4.146498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 182078 members 
Entering Unmasked Estep 
Score: -41464996.000000 Penalty: 14845.567383
	Iteration 60F: 3 clusters Score -4.1465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 182079 members 
Entering Unmasked Estep 
Score: -41464996.000000 Penalty: 14845.567383
	Iteration 61Q: 3 clusters Score -4.1465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 182082 members 
Entering Unmasked Estep 
Score: -41464992.000000 Penalty: 14845.567383
	Iteration 62Q: 3 clusters Score -4.146499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 182084 members 
Entering Unmasked Estep 
Score: -41464996.000000 Penalty: 14845.567383
	Iteration 63Q: 3 clusters Score -4.1465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 182088 members 
Entering Unmasked Estep 
Score: -41465008.000000 Penalty: 14845.567383
	Iteration 64Q: 3 clusters Score -4.146501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 182090 members 
Entering Unmasked Estep 
Score: -41464980.000000 Penalty: 14845.567383
	Iteration 65Q: 3 clusters Score -4.146498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 182090 members 
Entering Unmasked Estep 
Score: -41464980.000000 Penalty: 14845.567383
	Iteration 66Q: 3 clusters Score -4.146498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 182091 members 
Entering Unmasked Estep 
Score: -41464988.000000 Penalty: 14845.567383
	Iteration 67Q: 3 clusters Score -4.146499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 182092 members 
Entering Unmasked Estep 
Score: -41464984.000000 Penalty: 14845.567383
	Iteration 68Q: 3 clusters Score -4.146498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 182093 members 
Entering Unmasked Estep 
Score: -41464992.000000 Penalty: 14845.567383
	Iteration 69Q: 3 clusters Score -4.146499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 182093 members 
Entering Unmasked Estep 
Score: -41464992.000000 Penalty: 14845.567383
	Iteration 70F: 3 clusters Score -4.146499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Entering Unmasked Estep 
Score: -2072363.125000 Penalty: 5601.999512
	Iteration 0F: 2 clusters Score -2072363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2062520.625000 Penalty: 11203.999023
	Iteration 0F: 3 clusters Score -2062521 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2064616.250000 Penalty: 11203.999023
	Iteration 1F: 3 clusters Score -2064616 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2065145.000000 Penalty: 11203.999023
	Iteration 2F: 3 clusters Score -2065145 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2065498.500000 Penalty: 11203.999023
	Iteration 3F: 3 clusters Score -2065498 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2065849.000000 Penalty: 11203.999023
	Iteration 4Q: 3 clusters Score -2065849 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2066321.000000 Penalty: 11203.999023
	Iteration 5Q: 3 clusters Score -2066321 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2066972.125000 Penalty: 11203.999023
	Iteration 6F: 3 clusters Score -2066972 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2067768.750000 Penalty: 11203.999023
	Iteration 7F: 3 clusters Score -2067769 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2068519.625000 Penalty: 11203.999023
	Iteration 8F: 3 clusters Score -2068520 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2069105.625000 Penalty: 11203.999023
	Iteration 9F: 3 clusters Score -2069106 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2069508.375000 Penalty: 11203.999023
	Iteration 10Q: 3 clusters Score -2069508 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2069722.500000 Penalty: 11203.999023
	Iteration 11Q: 3 clusters Score -2069722 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2069887.250000 Penalty: 11203.999023
	Iteration 12Q: 3 clusters Score -2069887 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2069985.500000 Penalty: 11203.999023
	Iteration 13Q: 3 clusters Score -2069986 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2070058.125000 Penalty: 11203.999023
	Iteration 14Q: 3 clusters Score -2070058 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2070113.000000 Penalty: 11203.999023
	Iteration 15Q: 3 clusters Score -2070113 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2070147.375000 Penalty: 11203.999023
	Iteration 16Q: 3 clusters Score -2070147 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2070203.625000 Penalty: 11203.999023
	Iteration 17Q: 3 clusters Score -2070204 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2070224.875000 Penalty: 11203.999023
	Iteration 18Q: 3 clusters Score -2070225 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2070242.750000 Penalty: 11203.999023
	Iteration 19Q: 3 clusters Score -2070243 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2070274.500000 Penalty: 11203.999023
	Iteration 20F: 3 clusters Score -2070274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2070301.500000 Penalty: 11203.999023
	Iteration 21Q: 3 clusters Score -2070302 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2070332.875000 Penalty: 11203.999023
	Iteration 22Q: 3 clusters Score -2070333 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2070362.500000 Penalty: 11203.999023
	Iteration 23Q: 3 clusters Score -2070362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2070382.000000 Penalty: 11203.999023
	Iteration 24Q: 3 clusters Score -2070382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2070404.250000 Penalty: 11203.999023
	Iteration 25Q: 3 clusters Score -2070404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2070428.250000 Penalty: 11203.999023
	Iteration 26Q: 3 clusters Score -2070428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2070443.250000 Penalty: 11203.999023
	Iteration 27Q: 3 clusters Score -2070443 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2070458.125000 Penalty: 11203.999023
	Iteration 28Q: 3 clusters Score -2070458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2070483.000000 Penalty: 11203.999023
	Iteration 29Q: 3 clusters Score -2070483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2070505.500000 Penalty: 11203.999023
	Iteration 30Q: 3 clusters Score -2070506 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2070536.250000 Penalty: 11203.999023
	Iteration 31Q: 3 clusters Score -2070536 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2070562.500000 Penalty: 11203.999023
	Iteration 32Q: 3 clusters Score -2070562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2070599.750000 Penalty: 11203.999023
	Iteration 33Q: 3 clusters Score -2070600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2070631.750000 Penalty: 11203.999023
	Iteration 34Q: 3 clusters Score -2070632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2070672.625000 Penalty: 11203.999023
	Iteration 35Q: 3 clusters Score -2070673 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2070712.250000 Penalty: 11203.999023
	Iteration 36Q: 3 clusters Score -2070712 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2070755.750000 Penalty: 11203.999023
	Iteration 37Q: 3 clusters Score -2070756 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2070808.625000 Penalty: 11203.999023
	Iteration 38Q: 3 clusters Score -2070809 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2070849.625000 Penalty: 11203.999023
	Iteration 39Q: 3 clusters Score -2070850 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2070894.000000 Penalty: 11203.999023
	Iteration 40F: 3 clusters Score -2070894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2070951.625000 Penalty: 11203.999023
	Iteration 41Q: 3 clusters Score -2070952 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2071009.375000 Penalty: 11203.999023
	Iteration 42Q: 3 clusters Score -2071009 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2071072.125000 Penalty: 11203.999023
	Iteration 43Q: 3 clusters Score -2071072 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2071152.875000 Penalty: 11203.999023
	Iteration 44Q: 3 clusters Score -2071153 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2071242.875000 Penalty: 11203.999023
	Iteration 45Q: 3 clusters Score -2071243 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2071332.750000 Penalty: 11203.999023
	Iteration 46Q: 3 clusters Score -2071333 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2071421.875000 Penalty: 11203.999023
	Iteration 47Q: 3 clusters Score -2071422 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2071480.125000 Penalty: 11203.999023
	Iteration 48Q: 3 clusters Score -2071480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2071521.750000 Penalty: 11203.999023
	Iteration 49Q: 3 clusters Score -2071522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2071546.500000 Penalty: 11203.999023
	Iteration 50Q: 3 clusters Score -2071546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2071561.250000 Penalty: 11203.999023
	Iteration 51Q: 3 clusters Score -2071561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2071573.875000 Penalty: 11203.999023
	Iteration 52Q: 3 clusters Score -2071574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2071580.000000 Penalty: 11203.999023
	Iteration 53Q: 3 clusters Score -2071580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2071582.000000 Penalty: 11203.999023
	Iteration 54Q: 3 clusters Score -2071582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2071590.625000 Penalty: 11203.999023
	Iteration 55Q: 3 clusters Score -2071591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2071596.750000 Penalty: 11203.999023
	Iteration 56Q: 3 clusters Score -2071597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2071603.125000 Penalty: 11203.999023
	Iteration 57Q: 3 clusters Score -2071603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2071610.000000 Penalty: 11203.999023
	Iteration 58Q: 3 clusters Score -2071610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2071609.000000 Penalty: 11203.999023
	Iteration 59Q: 3 clusters Score -2071609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2071609.000000 Penalty: 11203.999023
	Iteration 60F: 3 clusters Score -2071609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -354106.187500 Penalty: 4669.181152
	Iteration 0F: 2 clusters Score -354106.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -350294.187500 Penalty: 9338.362305
	Iteration 0F: 3 clusters Score -350294.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -356355.593750 Penalty: 9338.362305
	Iteration 1F: 3 clusters Score -356355.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -371062.187500 Penalty: 9338.362305
	Iteration 2F: 3 clusters Score -371062.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -379002.500000 Penalty: 9338.362305
	Iteration 3F: 3 clusters Score -379002.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -380045.750000 Penalty: 9338.362305
	Iteration 4Q: 3 clusters Score -380045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -380048.843750 Penalty: 9338.362305
	Iteration 5Q: 3 clusters Score -380048.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -380050.812500 Penalty: 9338.362305
	Iteration 6F: 3 clusters Score -380050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -380057.562500 Penalty: 9338.362305
	Iteration 7Q: 3 clusters Score -380057.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -380057.562500 Penalty: 9338.362305
	Iteration 8F: 3 clusters Score -380057.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 41868 members 
Mstep: Class 3 contains 183291 members 
Mstep: Class 4 contains 9378 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 34600 members 
Mstep: Class 8 contains 52877 members 
Mstep: Class 9 contains 1589 members 
Mstep: Class 10 contains 26329 members 
Mstep: Class 11 contains 134758 members 
Mstep: Class 12 contains 15913 members 
Mstep: Class 13 contains 10151 members 
Mstep: Class 14 contains 13206 members 
Mstep: Class 15 contains 38502 members 
Mstep: Class 17 contains 45109 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 1510 members 
Entering Unmasked Estep 
Score: -138149312.000000 Penalty: 138816.156250
Splitting cluster 5 changes total score from -138125152.000000 to -138149312.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (34600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Entering Unmasked Estep 
Score: -7855785.500000 Penalty: 6401.610352
	Iteration 0F: 2 clusters Score -7855786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -7830019.500000 Penalty: 12803.220703
	Iteration 0F: 3 clusters Score -7830020 nChanged 14709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -7837841.000000 Penalty: 12803.220703
	Iteration 1F: 3 clusters Score -7837841 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -7838863.500000 Penalty: 12803.220703
	Iteration 2F: 3 clusters Score -7838864 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -7839854.000000 Penalty: 12803.220703
	Iteration 3F: 3 clusters Score -7839854 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -7841012.500000 Penalty: 12803.220703
	Iteration 4F: 3 clusters Score -7841012 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -7842369.000000 Penalty: 12803.220703
	Iteration 5F: 3 clusters Score -7842369 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -7843915.000000 Penalty: 12803.220703
	Iteration 6F: 3 clusters Score -7843915 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -7845543.500000 Penalty: 12803.220703
	Iteration 7F: 3 clusters Score -7845544 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -7847003.000000 Penalty: 12803.220703
	Iteration 8F: 3 clusters Score -7847003 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -7848211.500000 Penalty: 12803.220703
	Iteration 9Q: 3 clusters Score -7848212 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -7849133.500000 Penalty: 12803.220703
	Iteration 10Q: 3 clusters Score -7849134 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -7849733.500000 Penalty: 12803.220703
	Iteration 11Q: 3 clusters Score -7849734 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -7850155.000000 Penalty: 12803.220703
	Iteration 12Q: 3 clusters Score -7850155 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -7850474.500000 Penalty: 12803.220703
	Iteration 13Q: 3 clusters Score -7850474 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -7850714.500000 Penalty: 12803.220703
	Iteration 14Q: 3 clusters Score -7850714 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -7850873.500000 Penalty: 12803.220703
	Iteration 15Q: 3 clusters Score -7850874 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7851023.000000 Penalty: 12803.220703
	Iteration 16Q: 3 clusters Score -7851023 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7851089.500000 Penalty: 12803.220703
	Iteration 17Q: 3 clusters Score -7851090 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -7851168.500000 Penalty: 12803.220703
	Iteration 18Q: 3 clusters Score -7851168 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -7851231.000000 Penalty: 12803.220703
	Iteration 19Q: 3 clusters Score -7851231 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7851287.500000 Penalty: 12803.220703
	Iteration 20F: 3 clusters Score -7851288 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7851313.500000 Penalty: 12803.220703
	Iteration 21Q: 3 clusters Score -7851314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7851352.000000 Penalty: 12803.220703
	Iteration 22Q: 3 clusters Score -7851352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7851380.500000 Penalty: 12803.220703
	Iteration 23Q: 3 clusters Score -7851380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -7851390.000000 Penalty: 12803.220703
	Iteration 24Q: 3 clusters Score -7851390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7851405.500000 Penalty: 12803.220703
	Iteration 25Q: 3 clusters Score -7851406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7851424.500000 Penalty: 12803.220703
	Iteration 26Q: 3 clusters Score -7851424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7851430.500000 Penalty: 12803.220703
	Iteration 27Q: 3 clusters Score -7851430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -7851451.500000 Penalty: 12803.220703
	Iteration 28Q: 3 clusters Score -7851452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -7851459.500000 Penalty: 12803.220703
	Iteration 29Q: 3 clusters Score -7851460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7851463.500000 Penalty: 12803.220703
	Iteration 30Q: 3 clusters Score -7851464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7851468.000000 Penalty: 12803.220703
	Iteration 31Q: 3 clusters Score -7851468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7851476.000000 Penalty: 12803.220703
	Iteration 32Q: 3 clusters Score -7851476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7851477.500000 Penalty: 12803.220703
	Iteration 33Q: 3 clusters Score -7851478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -7851481.000000 Penalty: 12803.220703
	Iteration 34Q: 3 clusters Score -7851481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -7851482.500000 Penalty: 12803.220703
	Iteration 35Q: 3 clusters Score -7851482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -7851482.500000 Penalty: 12803.220703
	Iteration 36F: 3 clusters Score -7851482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (52877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Entering Unmasked Estep 
Score: -12069524.000000 Penalty: 6661.380859
	Iteration 0F: 2 clusters Score -1.206952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -12031959.000000 Penalty: 13322.761719
	Iteration 0F: 3 clusters Score -1.203196e+07 nChanged 23218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -12044427.000000 Penalty: 13322.761719
	Iteration 1F: 3 clusters Score -1.204443e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -12045316.000000 Penalty: 13322.761719
	Iteration 2Q: 3 clusters Score -1.204532e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -12045972.000000 Penalty: 13322.761719
	Iteration 3Q: 3 clusters Score -1.204597e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -12046514.000000 Penalty: 13322.761719
	Iteration 4Q: 3 clusters Score -1.204651e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -12047218.000000 Penalty: 13322.761719
	Iteration 5Q: 3 clusters Score -1.204722e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -12047850.000000 Penalty: 13322.761719
	Iteration 6Q: 3 clusters Score -1.204785e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -12048427.000000 Penalty: 13322.761719
	Iteration 7Q: 3 clusters Score -1.204843e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -12049166.000000 Penalty: 13322.761719
	Iteration 8Q: 3 clusters Score -1.204917e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -12049991.000000 Penalty: 13322.761719
	Iteration 9Q: 3 clusters Score -1.204999e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -12050970.000000 Penalty: 13322.761719
	Iteration 10Q: 3 clusters Score -1.205097e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -12052271.000000 Penalty: 13322.761719
	Iteration 11Q: 3 clusters Score -1.205227e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -12053845.000000 Penalty: 13322.761719
	Iteration 12Q: 3 clusters Score -1.205384e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -12055275.000000 Penalty: 13322.761719
	Iteration 13Q: 3 clusters Score -1.205528e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -12056585.000000 Penalty: 13322.761719
	Iteration 14Q: 3 clusters Score -1.205658e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -12057590.000000 Penalty: 13322.761719
	Iteration 15Q: 3 clusters Score -1.205759e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -12058421.000000 Penalty: 13322.761719
	Iteration 16Q: 3 clusters Score -1.205842e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -12058989.000000 Penalty: 13322.761719
	Iteration 17Q: 3 clusters Score -1.205899e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -12059467.000000 Penalty: 13322.761719
	Iteration 18Q: 3 clusters Score -1.205947e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -12059962.000000 Penalty: 13322.761719
	Iteration 19Q: 3 clusters Score -1.205996e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -12060449.000000 Penalty: 13322.761719
	Iteration 20F: 3 clusters Score -1.206045e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -12060946.000000 Penalty: 13322.761719
	Iteration 21Q: 3 clusters Score -1.206095e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -12061361.000000 Penalty: 13322.761719
	Iteration 22Q: 3 clusters Score -1.206136e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -12061697.000000 Penalty: 13322.761719
	Iteration 23Q: 3 clusters Score -1.20617e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -12061996.000000 Penalty: 13322.761719
	Iteration 24Q: 3 clusters Score -1.2062e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -12062201.000000 Penalty: 13322.761719
	Iteration 25Q: 3 clusters Score -1.20622e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -12062425.000000 Penalty: 13322.761719
	Iteration 26Q: 3 clusters Score -1.206242e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -12062597.000000 Penalty: 13322.761719
	Iteration 27Q: 3 clusters Score -1.20626e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -12062753.000000 Penalty: 13322.761719
	Iteration 28Q: 3 clusters Score -1.206275e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -12062891.000000 Penalty: 13322.761719
	Iteration 29Q: 3 clusters Score -1.206289e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -12063047.000000 Penalty: 13322.761719
	Iteration 30Q: 3 clusters Score -1.206305e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -12063150.000000 Penalty: 13322.761719
	Iteration 31Q: 3 clusters Score -1.206315e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -12063262.000000 Penalty: 13322.761719
	Iteration 32Q: 3 clusters Score -1.206326e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -12063399.000000 Penalty: 13322.761719
	Iteration 33Q: 3 clusters Score -1.20634e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -12063460.000000 Penalty: 13322.761719
	Iteration 34Q: 3 clusters Score -1.206346e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -12063544.000000 Penalty: 13322.761719
	Iteration 35Q: 3 clusters Score -1.206354e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -12063587.000000 Penalty: 13322.761719
	Iteration 36Q: 3 clusters Score -1.206359e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -12063610.000000 Penalty: 13322.761719
	Iteration 37Q: 3 clusters Score -1.206361e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -12063645.000000 Penalty: 13322.761719
	Iteration 38Q: 3 clusters Score -1.206364e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -12063644.000000 Penalty: 13322.761719
	Iteration 39Q: 3 clusters Score -1.206364e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -12063673.000000 Penalty: 13322.761719
	Iteration 40F: 3 clusters Score -1.206367e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -12063681.000000 Penalty: 13322.761719
	Iteration 41Q: 3 clusters Score -1.206368e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -12063695.000000 Penalty: 13322.761719
	Iteration 42Q: 3 clusters Score -1.20637e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -12063725.000000 Penalty: 13322.761719
	Iteration 43Q: 3 clusters Score -1.206372e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -12063746.000000 Penalty: 13322.761719
	Iteration 44Q: 3 clusters Score -1.206375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -12063759.000000 Penalty: 13322.761719
	Iteration 45Q: 3 clusters Score -1.206376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -12063771.000000 Penalty: 13322.761719
	Iteration 46Q: 3 clusters Score -1.206377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -12063778.000000 Penalty: 13322.761719
	Iteration 47Q: 3 clusters Score -1.206378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -12063772.000000 Penalty: 13322.761719
	Iteration 48Q: 3 clusters Score -1.206377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -12063784.000000 Penalty: 13322.761719
	Iteration 49Q: 3 clusters Score -1.206378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -12063783.000000 Penalty: 13322.761719
	Iteration 50Q: 3 clusters Score -1.206378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -12063800.000000 Penalty: 13322.761719
	Iteration 51Q: 3 clusters Score -1.20638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -12063828.000000 Penalty: 13322.761719
	Iteration 52Q: 3 clusters Score -1.206383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -12063822.000000 Penalty: 13322.761719
	Iteration 53Q: 3 clusters Score -1.206382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -12063820.000000 Penalty: 13322.761719
	Iteration 54Q: 3 clusters Score -1.206382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -12063816.000000 Penalty: 13322.761719
	Iteration 55Q: 3 clusters Score -1.206382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -12063820.000000 Penalty: 13322.761719
	Iteration 56Q: 3 clusters Score -1.206382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -12063819.000000 Penalty: 13322.761719
	Iteration 57Q: 3 clusters Score -1.206382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -12063818.000000 Penalty: 13322.761719
	Iteration 58Q: 3 clusters Score -1.206382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -12063827.000000 Penalty: 13322.761719
	Iteration 59Q: 3 clusters Score -1.206383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -12063825.000000 Penalty: 13322.761719
	Iteration 60F: 3 clusters Score -1.206382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -12063821.000000 Penalty: 13322.761719
	Iteration 61Q: 3 clusters Score -1.206382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -12063827.000000 Penalty: 13322.761719
	Iteration 62Q: 3 clusters Score -1.206383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -12063822.000000 Penalty: 13322.761719
	Iteration 63Q: 3 clusters Score -1.206382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -12063816.000000 Penalty: 13322.761719
	Iteration 64Q: 3 clusters Score -1.206382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -12063827.000000 Penalty: 13322.761719
	Iteration 65Q: 3 clusters Score -1.206383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -12063822.000000 Penalty: 13322.761719
	Iteration 66Q: 3 clusters Score -1.206382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -12063835.000000 Penalty: 13322.761719
	Iteration 67Q: 3 clusters Score -1.206384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -12063842.000000 Penalty: 13322.761719
	Iteration 68Q: 3 clusters Score -1.206384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -12063843.000000 Penalty: 13322.761719
	Iteration 69Q: 3 clusters Score -1.206384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -12063846.000000 Penalty: 13322.761719
	Iteration 70Q: 3 clusters Score -1.206385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -12063846.000000 Penalty: 13322.761719
	Iteration 71F: 3 clusters Score -1.206385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -324032.031250 Penalty: 4514.651855
	Iteration 0F: 2 clusters Score -324032 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 797 members 
Entering Unmasked Estep 
Score: -319432.843750 Penalty: 9029.303711
	Iteration 0F: 3 clusters Score -319432.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -320287.312500 Penalty: 9029.303711
	Iteration 1F: 3 clusters Score -320287.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -320891.843750 Penalty: 9029.303711
	Iteration 2F: 3 clusters Score -320891.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -321404.093750 Penalty: 9029.303711
	Iteration 3F: 3 clusters Score -321404.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -321899.031250 Penalty: 9029.303711
	Iteration 4F: 3 clusters Score -321899 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -322285.406250 Penalty: 9029.303711
	Iteration 5Q: 3 clusters Score -322285.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -322644.406250 Penalty: 9029.303711
	Iteration 6Q: 3 clusters Score -322644.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -322974.812500 Penalty: 9029.303711
	Iteration 7Q: 3 clusters Score -322974.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -323366.500000 Penalty: 9029.303711
	Iteration 8Q: 3 clusters Score -323366.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -323681.437500 Penalty: 9029.303711
	Iteration 9Q: 3 clusters Score -323681.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -323935.468750 Penalty: 9029.303711
	Iteration 10Q: 3 clusters Score -323935.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -324101.937500 Penalty: 9029.303711
	Iteration 11Q: 3 clusters Score -324101.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -324313.125000 Penalty: 9029.303711
	Iteration 12Q: 3 clusters Score -324313.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -324550.750000 Penalty: 9029.303711
	Iteration 13Q: 3 clusters Score -324550.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -324660.437500 Penalty: 9029.303711
	Iteration 14Q: 3 clusters Score -324660.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -324815.093750 Penalty: 9029.303711
	Iteration 15Q: 3 clusters Score -324815.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -324829.281250 Penalty: 9029.303711
	Iteration 16Q: 3 clusters Score -324829.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -324833.187500 Penalty: 9029.303711
	Iteration 17Q: 3 clusters Score -324833.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -324835.187500 Penalty: 9029.303711
	Iteration 18F: 3 clusters Score -324835.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -324844.156250 Penalty: 9029.303711
	Iteration 19Q: 3 clusters Score -324844.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -324875.343750 Penalty: 9029.303711
	Iteration 20F: 3 clusters Score -324875.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -324894.843750 Penalty: 9029.303711
	Iteration 21Q: 3 clusters Score -324894.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -324914.500000 Penalty: 9029.303711
	Iteration 22Q: 3 clusters Score -324914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -324925.375000 Penalty: 9029.303711
	Iteration 23Q: 3 clusters Score -324925.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -324930.781250 Penalty: 9029.303711
	Iteration 24Q: 3 clusters Score -324930.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -324930.781250 Penalty: 9029.303711
	Iteration 25F: 3 clusters Score -324930.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 41868 members 
Mstep: Class 3 contains 183291 members 
Mstep: Class 4 contains 9378 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 34600 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 52877 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 26329 members 
Mstep: Class 11 contains 134758 members 
Mstep: Class 12 contains 15913 members 
Mstep: Class 13 contains 10151 members 
Mstep: Class 14 contains 13206 members 
Mstep: Class 15 contains 38502 members 
Mstep: Class 17 contains 45109 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 1510 members 
Entering Unmasked Estep 
Score: -138146624.000000 Penalty: 146981.812500
Splitting cluster 9 changes total score from -138125152.000000 to -138146624.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 10 (26329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Entering Unmasked Estep 
Score: -5945086.500000 Penalty: 6234.286621
	Iteration 0F: 2 clusters Score -5945086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -5924536.000000 Penalty: 12468.573242
	Iteration 0F: 3 clusters Score -5924536 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -5930347.000000 Penalty: 12468.573242
	Iteration 1F: 3 clusters Score -5930347 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -5931251.500000 Penalty: 12468.573242
	Iteration 2F: 3 clusters Score -5931252 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -5932033.000000 Penalty: 12468.573242
	Iteration 3F: 3 clusters Score -5932033 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -5932720.000000 Penalty: 12468.573242
	Iteration 4Q: 3 clusters Score -5932720 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -5933520.000000 Penalty: 12468.573242
	Iteration 5Q: 3 clusters Score -5933520 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -5934363.500000 Penalty: 12468.573242
	Iteration 6Q: 3 clusters Score -5934364 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -5935489.500000 Penalty: 12468.573242
	Iteration 7F: 3 clusters Score -5935490 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -5936786.000000 Penalty: 12468.573242
	Iteration 8F: 3 clusters Score -5936786 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -5938046.000000 Penalty: 12468.573242
	Iteration 9F: 3 clusters Score -5938046 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -5939023.500000 Penalty: 12468.573242
	Iteration 10F: 3 clusters Score -5939024 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -5939759.000000 Penalty: 12468.573242
	Iteration 11Q: 3 clusters Score -5939759 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -5940250.500000 Penalty: 12468.573242
	Iteration 12Q: 3 clusters Score -5940250 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -5940638.000000 Penalty: 12468.573242
	Iteration 13Q: 3 clusters Score -5940638 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -5940893.000000 Penalty: 12468.573242
	Iteration 14Q: 3 clusters Score -5940893 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -5941099.500000 Penalty: 12468.573242
	Iteration 15Q: 3 clusters Score -5941100 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -5941267.500000 Penalty: 12468.573242
	Iteration 16Q: 3 clusters Score -5941268 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -5941389.000000 Penalty: 12468.573242
	Iteration 17Q: 3 clusters Score -5941389 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -5941517.500000 Penalty: 12468.573242
	Iteration 18Q: 3 clusters Score -5941518 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -5941684.000000 Penalty: 12468.573242
	Iteration 19Q: 3 clusters Score -5941684 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -5941799.500000 Penalty: 12468.573242
	Iteration 20F: 3 clusters Score -5941800 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -5941924.500000 Penalty: 12468.573242
	Iteration 21Q: 3 clusters Score -5941924 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -5942005.500000 Penalty: 12468.573242
	Iteration 22Q: 3 clusters Score -5942006 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -5942088.500000 Penalty: 12468.573242
	Iteration 23Q: 3 clusters Score -5942088 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -5942177.500000 Penalty: 12468.573242
	Iteration 24Q: 3 clusters Score -5942178 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -5942240.500000 Penalty: 12468.573242
	Iteration 25Q: 3 clusters Score -5942240 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -5942278.500000 Penalty: 12468.573242
	Iteration 26Q: 3 clusters Score -5942278 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -5942309.000000 Penalty: 12468.573242
	Iteration 27Q: 3 clusters Score -5942309 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -5942333.500000 Penalty: 12468.573242
	Iteration 28Q: 3 clusters Score -5942334 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -5942343.500000 Penalty: 12468.573242
	Iteration 29Q: 3 clusters Score -5942344 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -5942370.500000 Penalty: 12468.573242
	Iteration 30Q: 3 clusters Score -5942370 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -5942373.500000 Penalty: 12468.573242
	Iteration 31Q: 3 clusters Score -5942374 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -5942390.000000 Penalty: 12468.573242
	Iteration 32Q: 3 clusters Score -5942390 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -5942420.000000 Penalty: 12468.573242
	Iteration 33Q: 3 clusters Score -5942420 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -5942442.500000 Penalty: 12468.573242
	Iteration 34Q: 3 clusters Score -5942442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -5942458.500000 Penalty: 12468.573242
	Iteration 35Q: 3 clusters Score -5942458 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -5942487.500000 Penalty: 12468.573242
	Iteration 36Q: 3 clusters Score -5942488 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -5942538.000000 Penalty: 12468.573242
	Iteration 37Q: 3 clusters Score -5942538 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -5942565.500000 Penalty: 12468.573242
	Iteration 38Q: 3 clusters Score -5942566 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -5942609.000000 Penalty: 12468.573242
	Iteration 39Q: 3 clusters Score -5942609 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -5942653.000000 Penalty: 12468.573242
	Iteration 40F: 3 clusters Score -5942653 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -5942684.000000 Penalty: 12468.573242
	Iteration 41Q: 3 clusters Score -5942684 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -5942730.500000 Penalty: 12468.573242
	Iteration 42Q: 3 clusters Score -5942730 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -5942762.000000 Penalty: 12468.573242
	Iteration 43Q: 3 clusters Score -5942762 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -5942798.500000 Penalty: 12468.573242
	Iteration 44Q: 3 clusters Score -5942798 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -5942883.000000 Penalty: 12468.573242
	Iteration 45Q: 3 clusters Score -5942883 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -5942930.000000 Penalty: 12468.573242
	Iteration 46Q: 3 clusters Score -5942930 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -5942956.500000 Penalty: 12468.573242
	Iteration 47Q: 3 clusters Score -5942956 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -5943000.000000 Penalty: 12468.573242
	Iteration 48Q: 3 clusters Score -5943000 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -5943035.500000 Penalty: 12468.573242
	Iteration 49Q: 3 clusters Score -5943036 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -5943080.500000 Penalty: 12468.573242
	Iteration 50Q: 3 clusters Score -5943080 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -5943120.500000 Penalty: 12468.573242
	Iteration 51Q: 3 clusters Score -5943120 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -5943138.500000 Penalty: 12468.573242
	Iteration 52Q: 3 clusters Score -5943138 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -5943180.000000 Penalty: 12468.573242
	Iteration 53Q: 3 clusters Score -5943180 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -5943197.000000 Penalty: 12468.573242
	Iteration 54Q: 3 clusters Score -5943197 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -5943202.500000 Penalty: 12468.573242
	Iteration 55Q: 3 clusters Score -5943202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -5943203.500000 Penalty: 12468.573242
	Iteration 56Q: 3 clusters Score -5943204 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -5943226.000000 Penalty: 12468.573242
	Iteration 57Q: 3 clusters Score -5943226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -5943224.500000 Penalty: 12468.573242
	Iteration 58Q: 3 clusters Score -5943224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -5943238.000000 Penalty: 12468.573242
	Iteration 59Q: 3 clusters Score -5943238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -5943248.000000 Penalty: 12468.573242
	Iteration 60F: 3 clusters Score -5943248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -5943258.000000 Penalty: 12468.573242
	Iteration 61Q: 3 clusters Score -5943258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -5943250.500000 Penalty: 12468.573242
	Iteration 62Q: 3 clusters Score -5943250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -5943252.500000 Penalty: 12468.573242
	Iteration 63Q: 3 clusters Score -5943252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -5943255.000000 Penalty: 12468.573242
	Iteration 64Q: 3 clusters Score -5943255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -5943257.500000 Penalty: 12468.573242
	Iteration 65Q: 3 clusters Score -5943258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -5943258.500000 Penalty: 12468.573242
	Iteration 66Q: 3 clusters Score -5943258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -5943263.500000 Penalty: 12468.573242
	Iteration 67Q: 3 clusters Score -5943264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -5943264.000000 Penalty: 12468.573242
	Iteration 68Q: 3 clusters Score -5943264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -5943268.000000 Penalty: 12468.573242
	Iteration 69Q: 3 clusters Score -5943268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -5943270.500000 Penalty: 12468.573242
	Iteration 70Q: 3 clusters Score -5943270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -5943270.500000 Penalty: 12468.573242
	Iteration 71Q: 3 clusters Score -5943270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -5943266.500000 Penalty: 12468.573242
	Iteration 72Q: 3 clusters Score -5943266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -5943269.000000 Penalty: 12468.573242
	Iteration 73Q: 3 clusters Score -5943269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -5943269.000000 Penalty: 12468.573242
	Iteration 74F: 3 clusters Score -5943269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (134758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134758 members 
Entering Unmasked Estep 
Score: -30920432.000000 Penalty: 7234.381836
	Iteration 0F: 2 clusters Score -3.092043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67138 members 
Mstep: Class 2 contains 67620 members 
Entering Unmasked Estep 
Score: -30832252.000000 Penalty: 14468.763672
	Iteration 0F: 3 clusters Score -3.083225e+07 nChanged 62348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -30869230.000000 Penalty: 14468.763672
	Iteration 1F: 3 clusters Score -3.086923e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 69009 members 
Entering Unmasked Estep 
Score: -30875468.000000 Penalty: 14468.763672
	Iteration 2F: 3 clusters Score -3.087547e+07 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
Score: -30886918.000000 Penalty: 14468.763672
	Iteration 3F: 3 clusters Score -3.088692e+07 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -30903352.000000 Penalty: 14468.763672
	Iteration 4F: 3 clusters Score -3.090335e+07 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 65342 members 
Entering Unmasked Estep 
Score: -30917438.000000 Penalty: 14468.763672
	Iteration 5F: 3 clusters Score -3.091744e+07 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 61973 members 
Entering Unmasked Estep 
Score: -30924782.000000 Penalty: 14468.763672
	Iteration 6F: 3 clusters Score -3.092478e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75612 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
Score: -30928138.000000 Penalty: 14468.763672
	Iteration 7Q: 3 clusters Score -3.092814e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78046 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -30930116.000000 Penalty: 14468.763672
	Iteration 8Q: 3 clusters Score -3.093012e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80274 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -30931570.000000 Penalty: 14468.763672
	Iteration 9Q: 3 clusters Score -3.093157e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82447 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -30932678.000000 Penalty: 14468.763672
	Iteration 10Q: 3 clusters Score -3.093268e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -30933708.000000 Penalty: 14468.763672
	Iteration 11Q: 3 clusters Score -3.093371e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86646 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -30934656.000000 Penalty: 14468.763672
	Iteration 12Q: 3 clusters Score -3.093466e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88642 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -30935628.000000 Penalty: 14468.763672
	Iteration 13Q: 3 clusters Score -3.093563e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90556 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -30936786.000000 Penalty: 14468.763672
	Iteration 14Q: 3 clusters Score -3.093679e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92378 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -30938184.000000 Penalty: 14468.763672
	Iteration 15Q: 3 clusters Score -3.093818e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94034 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -30939142.000000 Penalty: 14468.763672
	Iteration 16Q: 3 clusters Score -3.093914e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95457 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -30939644.000000 Penalty: 14468.763672
	Iteration 17Q: 3 clusters Score -3.093964e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -30939996.000000 Penalty: 14468.763672
	Iteration 18Q: 3 clusters Score -3.094e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97669 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -30940374.000000 Penalty: 14468.763672
	Iteration 19Q: 3 clusters Score -3.094037e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98523 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -30940772.000000 Penalty: 14468.763672
	Iteration 20F: 3 clusters Score -3.094077e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99220 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -30941010.000000 Penalty: 14468.763672
	Iteration 21Q: 3 clusters Score -3.094101e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99795 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -30941198.000000 Penalty: 14468.763672
	Iteration 22Q: 3 clusters Score -3.09412e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100275 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -30941350.000000 Penalty: 14468.763672
	Iteration 23Q: 3 clusters Score -3.094135e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100660 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -30941440.000000 Penalty: 14468.763672
	Iteration 24Q: 3 clusters Score -3.094144e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100985 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -30941358.000000 Penalty: 14468.763672
	Iteration 25Q: 3 clusters Score -3.094136e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101212 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -30941442.000000 Penalty: 14468.763672
	Iteration 26Q: 3 clusters Score -3.094144e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101371 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -30941480.000000 Penalty: 14468.763672
	Iteration 27Q: 3 clusters Score -3.094148e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101519 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -30941578.000000 Penalty: 14468.763672
	Iteration 28Q: 3 clusters Score -3.094158e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101642 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -30941510.000000 Penalty: 14468.763672
	Iteration 29Q: 3 clusters Score -3.094151e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101747 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -30941478.000000 Penalty: 14468.763672
	Iteration 30Q: 3 clusters Score -3.094148e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101814 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -30941466.000000 Penalty: 14468.763672
	Iteration 31Q: 3 clusters Score -3.094147e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101871 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -30941464.000000 Penalty: 14468.763672
	Iteration 32Q: 3 clusters Score -3.094146e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101910 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -30941492.000000 Penalty: 14468.763672
	Iteration 33Q: 3 clusters Score -3.094149e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101942 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -30941500.000000 Penalty: 14468.763672
	Iteration 34Q: 3 clusters Score -3.09415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101954 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -30941512.000000 Penalty: 14468.763672
	Iteration 35Q: 3 clusters Score -3.094151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101963 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -30941492.000000 Penalty: 14468.763672
	Iteration 36Q: 3 clusters Score -3.094149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101976 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -30941502.000000 Penalty: 14468.763672
	Iteration 37Q: 3 clusters Score -3.09415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101981 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -30941502.000000 Penalty: 14468.763672
	Iteration 38Q: 3 clusters Score -3.09415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101986 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -30941488.000000 Penalty: 14468.763672
	Iteration 39Q: 3 clusters Score -3.094149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101990 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -30941504.000000 Penalty: 14468.763672
	Iteration 40F: 3 clusters Score -3.09415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101996 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -30941504.000000 Penalty: 14468.763672
	Iteration 41Q: 3 clusters Score -3.09415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101997 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -30941502.000000 Penalty: 14468.763672
	Iteration 42Q: 3 clusters Score -3.09415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102001 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -30941494.000000 Penalty: 14468.763672
	Iteration 43Q: 3 clusters Score -3.094149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102004 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -30941506.000000 Penalty: 14468.763672
	Iteration 44Q: 3 clusters Score -3.094151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102007 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -30941512.000000 Penalty: 14468.763672
	Iteration 45Q: 3 clusters Score -3.094151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102011 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -30941488.000000 Penalty: 14468.763672
	Iteration 46Q: 3 clusters Score -3.094149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -30941486.000000 Penalty: 14468.763672
	Iteration 47Q: 3 clusters Score -3.094149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102017 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -30941480.000000 Penalty: 14468.763672
	Iteration 48Q: 3 clusters Score -3.094148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102017 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -30941480.000000 Penalty: 14468.763672
	Iteration 49F: 3 clusters Score -3.094148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 41868 members 
Mstep: Class 3 contains 183291 members 
Mstep: Class 4 contains 9378 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 34600 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 52877 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 26329 members 
Mstep: Class 11 contains 102017 members 
Mstep: Class 12 contains 15913 members 
Mstep: Class 13 contains 10151 members 
Mstep: Class 14 contains 13206 members 
Mstep: Class 15 contains 38502 members 
Mstep: Class 16 contains 32741 members 
Mstep: Class 17 contains 45109 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 1510 members 
Entering Unmasked Estep 
Score: -138166064.000000 Penalty: 155147.468750
Splitting cluster 11 changes total score from -138125152.000000 to -138166064.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 12 (15913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Entering Unmasked Estep 
Score: -3619370.500000 Penalty: 5925.871094
	Iteration 0F: 2 clusters Score -3619370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3605430.250000 Penalty: 11851.742188
	Iteration 0F: 3 clusters Score -3605430 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3608834.500000 Penalty: 11851.742188
	Iteration 1F: 3 clusters Score -3608834 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3609586.250000 Penalty: 11851.742188
	Iteration 2F: 3 clusters Score -3609586 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3610298.750000 Penalty: 11851.742188
	Iteration 3F: 3 clusters Score -3610299 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3611073.750000 Penalty: 11851.742188
	Iteration 4F: 3 clusters Score -3611074 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -3611800.500000 Penalty: 11851.742188
	Iteration 5F: 3 clusters Score -3611800 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -3612555.500000 Penalty: 11851.742188
	Iteration 6F: 3 clusters Score -3612556 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -3613369.750000 Penalty: 11851.742188
	Iteration 7F: 3 clusters Score -3613370 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -3614484.250000 Penalty: 11851.742188
	Iteration 8F: 3 clusters Score -3614484 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -3615869.500000 Penalty: 11851.742188
	Iteration 9F: 3 clusters Score -3615870 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3617016.750000 Penalty: 11851.742188
	Iteration 10F: 3 clusters Score -3617017 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3617743.750000 Penalty: 11851.742188
	Iteration 11Q: 3 clusters Score -3617744 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -3618210.750000 Penalty: 11851.742188
	Iteration 12Q: 3 clusters Score -3618211 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3618598.250000 Penalty: 11851.742188
	Iteration 13Q: 3 clusters Score -3618598 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -3618874.750000 Penalty: 11851.742188
	Iteration 14Q: 3 clusters Score -3618875 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -3619151.000000 Penalty: 11851.742188
	Iteration 15Q: 3 clusters Score -3619151 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -3619385.000000 Penalty: 11851.742188
	Iteration 16Q: 3 clusters Score -3619385 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3619556.000000 Penalty: 11851.742188
	Iteration 17Q: 3 clusters Score -3619556 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -3619750.000000 Penalty: 11851.742188
	Iteration 18Q: 3 clusters Score -3619750 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3619990.000000 Penalty: 11851.742188
	Iteration 19Q: 3 clusters Score -3619990 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -3620305.500000 Penalty: 11851.742188
	Iteration 20F: 3 clusters Score -3620306 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -3620690.250000 Penalty: 11851.742188
	Iteration 21Q: 3 clusters Score -3620690 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -3621039.250000 Penalty: 11851.742188
	Iteration 22Q: 3 clusters Score -3621039 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3621277.000000 Penalty: 11851.742188
	Iteration 23Q: 3 clusters Score -3621277 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -3621396.750000 Penalty: 11851.742188
	Iteration 24Q: 3 clusters Score -3621397 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -3621435.750000 Penalty: 11851.742188
	Iteration 25Q: 3 clusters Score -3621436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -3621465.750000 Penalty: 11851.742188
	Iteration 26Q: 3 clusters Score -3621466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3621481.250000 Penalty: 11851.742188
	Iteration 27Q: 3 clusters Score -3621481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3621491.000000 Penalty: 11851.742188
	Iteration 28Q: 3 clusters Score -3621491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3621490.250000 Penalty: 11851.742188
	Iteration 29Q: 3 clusters Score -3621490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -3621490.250000 Penalty: 11851.742188
	Iteration 30Q: 3 clusters Score -3621490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -3621486.500000 Penalty: 11851.742188
	Iteration 31Q: 3 clusters Score -3621486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -3621486.750000 Penalty: 11851.742188
	Iteration 32Q: 3 clusters Score -3621487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -3621488.750000 Penalty: 11851.742188
	Iteration 33Q: 3 clusters Score -3621489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3621491.500000 Penalty: 11851.742188
	Iteration 34Q: 3 clusters Score -3621492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3621491.500000 Penalty: 11851.742188
	Iteration 35F: 3 clusters Score -3621492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 41868 members 
Mstep: Class 3 contains 183291 members 
Mstep: Class 4 contains 9378 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 34600 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 52877 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 26329 members 
Mstep: Class 11 contains 102017 members 
Mstep: Class 12 contains 6191 members 
Mstep: Class 13 contains 10151 members 
Mstep: Class 14 contains 13206 members 
Mstep: Class 15 contains 38502 members 
Mstep: Class 16 contains 32741 members 
Mstep: Class 17 contains 45109 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 9722 members 
Entering Unmasked Estep 
Score: -138166256.000000 Penalty: 163313.125000
Splitting cluster 12 changes total score from -138125152.000000 to -138166256.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 13 (10151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Entering Unmasked Estep 
Score: -2284217.250000 Penalty: 5650.513184
	Iteration 0F: 2 clusters Score -2284217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2273855.500000 Penalty: 11301.026367
	Iteration 0F: 3 clusters Score -2273856 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2276062.750000 Penalty: 11301.026367
	Iteration 1F: 3 clusters Score -2276063 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2276613.250000 Penalty: 11301.026367
	Iteration 2F: 3 clusters Score -2276613 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2276961.250000 Penalty: 11301.026367
	Iteration 3F: 3 clusters Score -2276961 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2277214.000000 Penalty: 11301.026367
	Iteration 4Q: 3 clusters Score -2277214 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2277399.500000 Penalty: 11301.026367
	Iteration 5Q: 3 clusters Score -2277400 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2277575.500000 Penalty: 11301.026367
	Iteration 6Q: 3 clusters Score -2277576 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2277710.500000 Penalty: 11301.026367
	Iteration 7Q: 3 clusters Score -2277710 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2277827.000000 Penalty: 11301.026367
	Iteration 8Q: 3 clusters Score -2277827 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2277941.000000 Penalty: 11301.026367
	Iteration 9Q: 3 clusters Score -2277941 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2278024.250000 Penalty: 11301.026367
	Iteration 10Q: 3 clusters Score -2278024 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2278113.250000 Penalty: 11301.026367
	Iteration 11Q: 3 clusters Score -2278113 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2278192.750000 Penalty: 11301.026367
	Iteration 12Q: 3 clusters Score -2278193 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2278268.250000 Penalty: 11301.026367
	Iteration 13Q: 3 clusters Score -2278268 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2278335.500000 Penalty: 11301.026367
	Iteration 14Q: 3 clusters Score -2278336 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2278405.500000 Penalty: 11301.026367
	Iteration 15Q: 3 clusters Score -2278406 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2278463.250000 Penalty: 11301.026367
	Iteration 16Q: 3 clusters Score -2278463 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2278514.500000 Penalty: 11301.026367
	Iteration 17Q: 3 clusters Score -2278514 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2278568.000000 Penalty: 11301.026367
	Iteration 18Q: 3 clusters Score -2278568 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2278620.250000 Penalty: 11301.026367
	Iteration 19Q: 3 clusters Score -2278620 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2278669.750000 Penalty: 11301.026367
	Iteration 20F: 3 clusters Score -2278670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2278717.750000 Penalty: 11301.026367
	Iteration 21Q: 3 clusters Score -2278718 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2278762.000000 Penalty: 11301.026367
	Iteration 22Q: 3 clusters Score -2278762 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2278807.750000 Penalty: 11301.026367
	Iteration 23Q: 3 clusters Score -2278808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2278845.000000 Penalty: 11301.026367
	Iteration 24Q: 3 clusters Score -2278845 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2278871.750000 Penalty: 11301.026367
	Iteration 25Q: 3 clusters Score -2278872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2278914.500000 Penalty: 11301.026367
	Iteration 26Q: 3 clusters Score -2278914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2278949.250000 Penalty: 11301.026367
	Iteration 27Q: 3 clusters Score -2278949 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2278985.750000 Penalty: 11301.026367
	Iteration 28Q: 3 clusters Score -2278986 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2279015.500000 Penalty: 11301.026367
	Iteration 29Q: 3 clusters Score -2279016 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2279049.500000 Penalty: 11301.026367
	Iteration 30Q: 3 clusters Score -2279050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2279083.000000 Penalty: 11301.026367
	Iteration 31Q: 3 clusters Score -2279083 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2279115.000000 Penalty: 11301.026367
	Iteration 32Q: 3 clusters Score -2279115 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2279143.500000 Penalty: 11301.026367
	Iteration 33Q: 3 clusters Score -2279144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2279164.500000 Penalty: 11301.026367
	Iteration 34Q: 3 clusters Score -2279164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2279176.500000 Penalty: 11301.026367
	Iteration 35Q: 3 clusters Score -2279176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2279195.250000 Penalty: 11301.026367
	Iteration 36Q: 3 clusters Score -2279195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2279210.750000 Penalty: 11301.026367
	Iteration 37Q: 3 clusters Score -2279211 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2279234.000000 Penalty: 11301.026367
	Iteration 38Q: 3 clusters Score -2279234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2279255.000000 Penalty: 11301.026367
	Iteration 39Q: 3 clusters Score -2279255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2279280.500000 Penalty: 11301.026367
	Iteration 40F: 3 clusters Score -2279280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2279296.500000 Penalty: 11301.026367
	Iteration 41Q: 3 clusters Score -2279296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2279312.250000 Penalty: 11301.026367
	Iteration 42Q: 3 clusters Score -2279312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2279330.000000 Penalty: 11301.026367
	Iteration 43Q: 3 clusters Score -2279330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2279353.000000 Penalty: 11301.026367
	Iteration 44Q: 3 clusters Score -2279353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2279382.750000 Penalty: 11301.026367
	Iteration 45Q: 3 clusters Score -2279383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2279412.750000 Penalty: 11301.026367
	Iteration 46Q: 3 clusters Score -2279413 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2279437.500000 Penalty: 11301.026367
	Iteration 47Q: 3 clusters Score -2279438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2279457.500000 Penalty: 11301.026367
	Iteration 48Q: 3 clusters Score -2279458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2279470.250000 Penalty: 11301.026367
	Iteration 49Q: 3 clusters Score -2279470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2279487.250000 Penalty: 11301.026367
	Iteration 50Q: 3 clusters Score -2279487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2279500.750000 Penalty: 11301.026367
	Iteration 51Q: 3 clusters Score -2279501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2279520.500000 Penalty: 11301.026367
	Iteration 52Q: 3 clusters Score -2279520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2279533.750000 Penalty: 11301.026367
	Iteration 53Q: 3 clusters Score -2279534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2279540.500000 Penalty: 11301.026367
	Iteration 54Q: 3 clusters Score -2279540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2279555.000000 Penalty: 11301.026367
	Iteration 55Q: 3 clusters Score -2279555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2279564.000000 Penalty: 11301.026367
	Iteration 56Q: 3 clusters Score -2279564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2279574.000000 Penalty: 11301.026367
	Iteration 57Q: 3 clusters Score -2279574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2279577.750000 Penalty: 11301.026367
	Iteration 58Q: 3 clusters Score -2279578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2279579.000000 Penalty: 11301.026367
	Iteration 59Q: 3 clusters Score -2279579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2279581.500000 Penalty: 11301.026367
	Iteration 60F: 3 clusters Score -2279582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2279586.000000 Penalty: 11301.026367
	Iteration 61Q: 3 clusters Score -2279586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2279597.500000 Penalty: 11301.026367
	Iteration 62Q: 3 clusters Score -2279598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2279598.000000 Penalty: 11301.026367
	Iteration 63Q: 3 clusters Score -2279598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2279599.000000 Penalty: 11301.026367
	Iteration 64Q: 3 clusters Score -2279599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2279601.500000 Penalty: 11301.026367
	Iteration 65Q: 3 clusters Score -2279602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2279602.750000 Penalty: 11301.026367
	Iteration 66Q: 3 clusters Score -2279603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2279610.000000 Penalty: 11301.026367
	Iteration 67Q: 3 clusters Score -2279610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2279613.000000 Penalty: 11301.026367
	Iteration 68Q: 3 clusters Score -2279613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2279617.750000 Penalty: 11301.026367
	Iteration 69Q: 3 clusters Score -2279618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2279619.250000 Penalty: 11301.026367
	Iteration 70Q: 3 clusters Score -2279619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2279619.000000 Penalty: 11301.026367
	Iteration 71Q: 3 clusters Score -2279619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2279618.500000 Penalty: 11301.026367
	Iteration 72Q: 3 clusters Score -2279618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2279622.500000 Penalty: 11301.026367
	Iteration 73Q: 3 clusters Score -2279622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2279625.000000 Penalty: 11301.026367
	Iteration 74Q: 3 clusters Score -2279625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2279628.750000 Penalty: 11301.026367
	Iteration 75Q: 3 clusters Score -2279629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2279632.500000 Penalty: 11301.026367
	Iteration 76Q: 3 clusters Score -2279632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2279635.750000 Penalty: 11301.026367
	Iteration 77Q: 3 clusters Score -2279636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2279635.750000 Penalty: 11301.026367
	Iteration 78F: 3 clusters Score -2279636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Entering Unmasked Estep 
Score: -2853094.750000 Penalty: 5811.661133
	Iteration 0F: 2 clusters Score -2853095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2840757.750000 Penalty: 11623.322266
	Iteration 0F: 3 clusters Score -2840758 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2843870.250000 Penalty: 11623.322266
	Iteration 1F: 3 clusters Score -2843870 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2844888.750000 Penalty: 11623.322266
	Iteration 2F: 3 clusters Score -2844889 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2845786.750000 Penalty: 11623.322266
	Iteration 3F: 3 clusters Score -2845787 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2846449.250000 Penalty: 11623.322266
	Iteration 4F: 3 clusters Score -2846449 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2847044.500000 Penalty: 11623.322266
	Iteration 5F: 3 clusters Score -2847044 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2847539.500000 Penalty: 11623.322266
	Iteration 6Q: 3 clusters Score -2847540 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2848021.500000 Penalty: 11623.322266
	Iteration 7Q: 3 clusters Score -2848022 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2848488.500000 Penalty: 11623.322266
	Iteration 8Q: 3 clusters Score -2848488 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2848847.500000 Penalty: 11623.322266
	Iteration 9Q: 3 clusters Score -2848848 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2849196.750000 Penalty: 11623.322266
	Iteration 10Q: 3 clusters Score -2849197 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2849490.250000 Penalty: 11623.322266
	Iteration 11Q: 3 clusters Score -2849490 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2849710.250000 Penalty: 11623.322266
	Iteration 12Q: 3 clusters Score -2849710 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2849887.500000 Penalty: 11623.322266
	Iteration 13Q: 3 clusters Score -2849888 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2849998.000000 Penalty: 11623.322266
	Iteration 14Q: 3 clusters Score -2849998 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2850052.500000 Penalty: 11623.322266
	Iteration 15Q: 3 clusters Score -2850052 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2850121.250000 Penalty: 11623.322266
	Iteration 16Q: 3 clusters Score -2850121 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2850155.750000 Penalty: 11623.322266
	Iteration 17Q: 3 clusters Score -2850156 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2850197.250000 Penalty: 11623.322266
	Iteration 18Q: 3 clusters Score -2850197 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2850222.000000 Penalty: 11623.322266
	Iteration 19Q: 3 clusters Score -2850222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2850241.500000 Penalty: 11623.322266
	Iteration 20F: 3 clusters Score -2850242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2850260.500000 Penalty: 11623.322266
	Iteration 21Q: 3 clusters Score -2850260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2850264.250000 Penalty: 11623.322266
	Iteration 22Q: 3 clusters Score -2850264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2850265.500000 Penalty: 11623.322266
	Iteration 23Q: 3 clusters Score -2850266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2850277.750000 Penalty: 11623.322266
	Iteration 24Q: 3 clusters Score -2850278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2850284.750000 Penalty: 11623.322266
	Iteration 25Q: 3 clusters Score -2850285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2850289.250000 Penalty: 11623.322266
	Iteration 26Q: 3 clusters Score -2850289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2850293.500000 Penalty: 11623.322266
	Iteration 27Q: 3 clusters Score -2850294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2850291.250000 Penalty: 11623.322266
	Iteration 28Q: 3 clusters Score -2850291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2850293.000000 Penalty: 11623.322266
	Iteration 29Q: 3 clusters Score -2850293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2850295.000000 Penalty: 11623.322266
	Iteration 30Q: 3 clusters Score -2850295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2850292.750000 Penalty: 11623.322266
	Iteration 31Q: 3 clusters Score -2850293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2850292.750000 Penalty: 11623.322266
	Iteration 32F: 3 clusters Score -2850293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Entering Unmasked Estep 
Score: -8760835.000000 Penalty: 6467.060059
	Iteration 0F: 2 clusters Score -8760835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -8732717.000000 Penalty: 12934.120117
	Iteration 0F: 3 clusters Score -8732717 nChanged 16478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -8741481.000000 Penalty: 12934.120117
	Iteration 1F: 3 clusters Score -8741481 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -8742362.000000 Penalty: 12934.120117
	Iteration 2F: 3 clusters Score -8742362 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -8743140.000000 Penalty: 12934.120117
	Iteration 3Q: 3 clusters Score -8743140 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -8743957.000000 Penalty: 12934.120117
	Iteration 4Q: 3 clusters Score -8743957 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -8745059.000000 Penalty: 12934.120117
	Iteration 5Q: 3 clusters Score -8745059 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -8746348.000000 Penalty: 12934.120117
	Iteration 6F: 3 clusters Score -8746348 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -8747987.000000 Penalty: 12934.120117
	Iteration 7F: 3 clusters Score -8747987 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -8749656.000000 Penalty: 12934.120117
	Iteration 8F: 3 clusters Score -8749656 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -8750882.000000 Penalty: 12934.120117
	Iteration 9F: 3 clusters Score -8750882 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -8751805.000000 Penalty: 12934.120117
	Iteration 10Q: 3 clusters Score -8751805 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -8752436.000000 Penalty: 12934.120117
	Iteration 11Q: 3 clusters Score -8752436 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -8752910.000000 Penalty: 12934.120117
	Iteration 12Q: 3 clusters Score -8752910 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -8753238.000000 Penalty: 12934.120117
	Iteration 13Q: 3 clusters Score -8753238 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -8753511.000000 Penalty: 12934.120117
	Iteration 14Q: 3 clusters Score -8753511 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -8753726.000000 Penalty: 12934.120117
	Iteration 15Q: 3 clusters Score -8753726 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -8753928.000000 Penalty: 12934.120117
	Iteration 16Q: 3 clusters Score -8753928 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -8754092.000000 Penalty: 12934.120117
	Iteration 17Q: 3 clusters Score -8754092 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -8754234.000000 Penalty: 12934.120117
	Iteration 18Q: 3 clusters Score -8754234 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -8754325.000000 Penalty: 12934.120117
	Iteration 19Q: 3 clusters Score -8754325 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -8754468.000000 Penalty: 12934.120117
	Iteration 20F: 3 clusters Score -8754468 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -8754583.000000 Penalty: 12934.120117
	Iteration 21Q: 3 clusters Score -8754583 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -8754688.000000 Penalty: 12934.120117
	Iteration 22Q: 3 clusters Score -8754688 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -8754757.000000 Penalty: 12934.120117
	Iteration 23Q: 3 clusters Score -8754757 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -8754823.000000 Penalty: 12934.120117
	Iteration 24Q: 3 clusters Score -8754823 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -8754882.000000 Penalty: 12934.120117
	Iteration 25Q: 3 clusters Score -8754882 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -8754959.000000 Penalty: 12934.120117
	Iteration 26Q: 3 clusters Score -8754959 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -8755023.000000 Penalty: 12934.120117
	Iteration 27Q: 3 clusters Score -8755023 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -8755036.000000 Penalty: 12934.120117
	Iteration 28Q: 3 clusters Score -8755036 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -8755082.000000 Penalty: 12934.120117
	Iteration 29Q: 3 clusters Score -8755082 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -8755136.000000 Penalty: 12934.120117
	Iteration 30Q: 3 clusters Score -8755136 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -8755187.000000 Penalty: 12934.120117
	Iteration 31Q: 3 clusters Score -8755187 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -8755225.000000 Penalty: 12934.120117
	Iteration 32Q: 3 clusters Score -8755225 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -8755248.000000 Penalty: 12934.120117
	Iteration 33Q: 3 clusters Score -8755248 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -8755290.000000 Penalty: 12934.120117
	Iteration 34Q: 3 clusters Score -8755290 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -8755307.000000 Penalty: 12934.120117
	Iteration 35Q: 3 clusters Score -8755307 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -8755318.000000 Penalty: 12934.120117
	Iteration 36Q: 3 clusters Score -8755318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -8755339.000000 Penalty: 12934.120117
	Iteration 37Q: 3 clusters Score -8755339 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -8755363.000000 Penalty: 12934.120117
	Iteration 38Q: 3 clusters Score -8755363 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -8755373.000000 Penalty: 12934.120117
	Iteration 39Q: 3 clusters Score -8755373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -8755383.000000 Penalty: 12934.120117
	Iteration 40F: 3 clusters Score -8755383 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -8755392.000000 Penalty: 12934.120117
	Iteration 41Q: 3 clusters Score -8755392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8755405.000000 Penalty: 12934.120117
	Iteration 42Q: 3 clusters Score -8755405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8755413.000000 Penalty: 12934.120117
	Iteration 43Q: 3 clusters Score -8755413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -8755417.000000 Penalty: 12934.120117
	Iteration 44Q: 3 clusters Score -8755417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -8755425.000000 Penalty: 12934.120117
	Iteration 45Q: 3 clusters Score -8755425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8755423.000000 Penalty: 12934.120117
	Iteration 46Q: 3 clusters Score -8755423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -8755432.000000 Penalty: 12934.120117
	Iteration 47Q: 3 clusters Score -8755432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8755451.000000 Penalty: 12934.120117
	Iteration 48Q: 3 clusters Score -8755451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -8755443.000000 Penalty: 12934.120117
	Iteration 49Q: 3 clusters Score -8755443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -8755460.000000 Penalty: 12934.120117
	Iteration 50Q: 3 clusters Score -8755460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8755465.000000 Penalty: 12934.120117
	Iteration 51Q: 3 clusters Score -8755465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8755475.000000 Penalty: 12934.120117
	Iteration 52Q: 3 clusters Score -8755475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -8755482.000000 Penalty: 12934.120117
	Iteration 53Q: 3 clusters Score -8755482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -8755479.000000 Penalty: 12934.120117
	Iteration 54Q: 3 clusters Score -8755479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8755486.000000 Penalty: 12934.120117
	Iteration 55Q: 3 clusters Score -8755486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8755502.000000 Penalty: 12934.120117
	Iteration 56Q: 3 clusters Score -8755502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -8755495.000000 Penalty: 12934.120117
	Iteration 57Q: 3 clusters Score -8755495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8755516.000000 Penalty: 12934.120117
	Iteration 58Q: 3 clusters Score -8755516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -8755515.000000 Penalty: 12934.120117
	Iteration 59Q: 3 clusters Score -8755515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8755511.000000 Penalty: 12934.120117
	Iteration 60F: 3 clusters Score -8755511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -8755515.000000 Penalty: 12934.120117
	Iteration 61Q: 3 clusters Score -8755515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -8755521.000000 Penalty: 12934.120117
	Iteration 62Q: 3 clusters Score -8755521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8755526.000000 Penalty: 12934.120117
	Iteration 63Q: 3 clusters Score -8755526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8755526.000000 Penalty: 12934.120117
	Iteration 64Q: 3 clusters Score -8755526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8755520.000000 Penalty: 12934.120117
	Iteration 65Q: 3 clusters Score -8755520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -8755519.000000 Penalty: 12934.120117
	Iteration 66Q: 3 clusters Score -8755519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8755518.000000 Penalty: 12934.120117
	Iteration 67Q: 3 clusters Score -8755518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8755518.000000 Penalty: 12934.120117
	Iteration 68F: 3 clusters Score -8755518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Entering Unmasked Estep 
Score: -10271476.000000 Penalty: 6564.062500
	Iteration 0F: 2 clusters Score -1.027148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -10238862.000000 Penalty: 13128.125000
	Iteration 0F: 3 clusters Score -1.023886e+07 nChanged 19699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -10249450.000000 Penalty: 13128.125000
	Iteration 1F: 3 clusters Score -1.024945e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -10250448.000000 Penalty: 13128.125000
	Iteration 2F: 3 clusters Score -1.025045e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -10251386.000000 Penalty: 13128.125000
	Iteration 3Q: 3 clusters Score -1.025139e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -10252392.000000 Penalty: 13128.125000
	Iteration 4Q: 3 clusters Score -1.025239e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -10253557.000000 Penalty: 13128.125000
	Iteration 5Q: 3 clusters Score -1.025356e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -10254983.000000 Penalty: 13128.125000
	Iteration 6F: 3 clusters Score -1.025498e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -10256752.000000 Penalty: 13128.125000
	Iteration 7F: 3 clusters Score -1.025675e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -10258805.000000 Penalty: 13128.125000
	Iteration 8F: 3 clusters Score -1.02588e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -10260894.000000 Penalty: 13128.125000
	Iteration 9F: 3 clusters Score -1.026089e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -10262886.000000 Penalty: 13128.125000
	Iteration 10Q: 3 clusters Score -1.026289e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -10264558.000000 Penalty: 13128.125000
	Iteration 11Q: 3 clusters Score -1.026456e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -10265842.000000 Penalty: 13128.125000
	Iteration 12Q: 3 clusters Score -1.026584e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -10266916.000000 Penalty: 13128.125000
	Iteration 13Q: 3 clusters Score -1.026692e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -10267625.000000 Penalty: 13128.125000
	Iteration 14Q: 3 clusters Score -1.026762e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -10267979.000000 Penalty: 13128.125000
	Iteration 15Q: 3 clusters Score -1.026798e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -10268157.000000 Penalty: 13128.125000
	Iteration 16Q: 3 clusters Score -1.026816e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -10268204.000000 Penalty: 13128.125000
	Iteration 17Q: 3 clusters Score -1.02682e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -10268289.000000 Penalty: 13128.125000
	Iteration 18Q: 3 clusters Score -1.026829e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -10268336.000000 Penalty: 13128.125000
	Iteration 19Q: 3 clusters Score -1.026834e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -10268348.000000 Penalty: 13128.125000
	Iteration 20F: 3 clusters Score -1.026835e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -10268389.000000 Penalty: 13128.125000
	Iteration 21Q: 3 clusters Score -1.026839e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -10268405.000000 Penalty: 13128.125000
	Iteration 22Q: 3 clusters Score -1.02684e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -10268409.000000 Penalty: 13128.125000
	Iteration 23Q: 3 clusters Score -1.026841e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -10268389.000000 Penalty: 13128.125000
	Iteration 24Q: 3 clusters Score -1.026839e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -10268382.000000 Penalty: 13128.125000
	Iteration 25Q: 3 clusters Score -1.026838e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -10268391.000000 Penalty: 13128.125000
	Iteration 26Q: 3 clusters Score -1.026839e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -10268403.000000 Penalty: 13128.125000
	Iteration 27Q: 3 clusters Score -1.02684e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -10268411.000000 Penalty: 13128.125000
	Iteration 28Q: 3 clusters Score -1.026841e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -10268454.000000 Penalty: 13128.125000
	Iteration 29Q: 3 clusters Score -1.026845e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -10268480.000000 Penalty: 13128.125000
	Iteration 30Q: 3 clusters Score -1.026848e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -10268467.000000 Penalty: 13128.125000
	Iteration 31Q: 3 clusters Score -1.026847e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -10268468.000000 Penalty: 13128.125000
	Iteration 32Q: 3 clusters Score -1.026847e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -10268468.000000 Penalty: 13128.125000
	Iteration 33Q: 3 clusters Score -1.026847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -10268470.000000 Penalty: 13128.125000
	Iteration 34Q: 3 clusters Score -1.026847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -10268488.000000 Penalty: 13128.125000
	Iteration 35Q: 3 clusters Score -1.026849e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -10268480.000000 Penalty: 13128.125000
	Iteration 36Q: 3 clusters Score -1.026848e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -10268479.000000 Penalty: 13128.125000
	Iteration 37Q: 3 clusters Score -1.026848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -10268467.000000 Penalty: 13128.125000
	Iteration 38Q: 3 clusters Score -1.026847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -10268468.000000 Penalty: 13128.125000
	Iteration 39Q: 3 clusters Score -1.026847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -10268478.000000 Penalty: 13128.125000
	Iteration 40F: 3 clusters Score -1.026848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -10268481.000000 Penalty: 13128.125000
	Iteration 41Q: 3 clusters Score -1.026848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -10268474.000000 Penalty: 13128.125000
	Iteration 42Q: 3 clusters Score -1.026847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -10268474.000000 Penalty: 13128.125000
	Iteration 43Q: 3 clusters Score -1.026847e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -10268466.000000 Penalty: 13128.125000
	Iteration 44Q: 3 clusters Score -1.026847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -10268455.000000 Penalty: 13128.125000
	Iteration 45Q: 3 clusters Score -1.026846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -10268453.000000 Penalty: 13128.125000
	Iteration 46Q: 3 clusters Score -1.026845e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -10268478.000000 Penalty: 13128.125000
	Iteration 47Q: 3 clusters Score -1.026848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -10268481.000000 Penalty: 13128.125000
	Iteration 48Q: 3 clusters Score -1.026848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -10268479.000000 Penalty: 13128.125000
	Iteration 49Q: 3 clusters Score -1.026848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -10268480.000000 Penalty: 13128.125000
	Iteration 50Q: 3 clusters Score -1.026848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -10268479.000000 Penalty: 13128.125000
	Iteration 51Q: 3 clusters Score -1.026848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -10268475.000000 Penalty: 13128.125000
	Iteration 52Q: 3 clusters Score -1.026848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -10268477.000000 Penalty: 13128.125000
	Iteration 53Q: 3 clusters Score -1.026848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -10268464.000000 Penalty: 13128.125000
	Iteration 54Q: 3 clusters Score -1.026846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -10268488.000000 Penalty: 13128.125000
	Iteration 55Q: 3 clusters Score -1.026849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -10268491.000000 Penalty: 13128.125000
	Iteration 56Q: 3 clusters Score -1.026849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -10268481.000000 Penalty: 13128.125000
	Iteration 57Q: 3 clusters Score -1.026848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -10268493.000000 Penalty: 13128.125000
	Iteration 58Q: 3 clusters Score -1.026849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -10268499.000000 Penalty: 13128.125000
	Iteration 59Q: 3 clusters Score -1.02685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -10268498.000000 Penalty: 13128.125000
	Iteration 60F: 3 clusters Score -1.02685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -10268523.000000 Penalty: 13128.125000
	Iteration 61Q: 3 clusters Score -1.026852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -10268519.000000 Penalty: 13128.125000
	Iteration 62Q: 3 clusters Score -1.026852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -10268507.000000 Penalty: 13128.125000
	Iteration 63Q: 3 clusters Score -1.026851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -10268518.000000 Penalty: 13128.125000
	Iteration 64Q: 3 clusters Score -1.026852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -10268524.000000 Penalty: 13128.125000
	Iteration 65Q: 3 clusters Score -1.026852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -10268525.000000 Penalty: 13128.125000
	Iteration 66Q: 3 clusters Score -1.026852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -10268525.000000 Penalty: 13128.125000
	Iteration 67Q: 3 clusters Score -1.026852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -10268522.000000 Penalty: 13128.125000
	Iteration 68Q: 3 clusters Score -1.026852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -10268531.000000 Penalty: 13128.125000
	Iteration 69Q: 3 clusters Score -1.026853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -10268534.000000 Penalty: 13128.125000
	Iteration 70Q: 3 clusters Score -1.026853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -10268529.000000 Penalty: 13128.125000
	Iteration 71Q: 3 clusters Score -1.026853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -10268531.000000 Penalty: 13128.125000
	Iteration 72Q: 3 clusters Score -1.026853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -10268534.000000 Penalty: 13128.125000
	Iteration 73Q: 3 clusters Score -1.026853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -10268541.000000 Penalty: 13128.125000
	Iteration 74Q: 3 clusters Score -1.026854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -10268542.000000 Penalty: 13128.125000
	Iteration 75Q: 3 clusters Score -1.026854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -10268549.000000 Penalty: 13128.125000
	Iteration 76Q: 3 clusters Score -1.026855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -10268557.000000 Penalty: 13128.125000
	Iteration 77Q: 3 clusters Score -1.026856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -10268554.000000 Penalty: 13128.125000
	Iteration 78Q: 3 clusters Score -1.026855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -10268554.000000 Penalty: 13128.125000
	Iteration 79F: 3 clusters Score -1.026855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Entering Unmasked Estep 
Score: -1034490.562500 Penalty: 5191.777344
	Iteration 0F: 2 clusters Score -1034491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1027532.000000 Penalty: 10383.554688
	Iteration 0F: 3 clusters Score -1027532 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1028915.812500 Penalty: 10383.554688
	Iteration 1F: 3 clusters Score -1028916 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1029723.750000 Penalty: 10383.554688
	Iteration 2F: 3 clusters Score -1029724 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1030541.187500 Penalty: 10383.554688
	Iteration 3F: 3 clusters Score -1030541 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1031557.687500 Penalty: 10383.554688
	Iteration 4F: 3 clusters Score -1031558 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1032620.312500 Penalty: 10383.554688
	Iteration 5F: 3 clusters Score -1032620 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1033257.750000 Penalty: 10383.554688
	Iteration 6F: 3 clusters Score -1033258 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1033776.875000 Penalty: 10383.554688
	Iteration 7Q: 3 clusters Score -1033777 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1034030.875000 Penalty: 10383.554688
	Iteration 8Q: 3 clusters Score -1034031 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1034163.062500 Penalty: 10383.554688
	Iteration 9Q: 3 clusters Score -1034163 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1034243.062500 Penalty: 10383.554688
	Iteration 10Q: 3 clusters Score -1034243 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1034318.812500 Penalty: 10383.554688
	Iteration 11Q: 3 clusters Score -1034319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1034387.375000 Penalty: 10383.554688
	Iteration 12Q: 3 clusters Score -1034387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1034447.562500 Penalty: 10383.554688
	Iteration 13Q: 3 clusters Score -1034448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1034498.875000 Penalty: 10383.554688
	Iteration 14Q: 3 clusters Score -1034499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1034509.687500 Penalty: 10383.554688
	Iteration 15Q: 3 clusters Score -1034510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1034514.062500 Penalty: 10383.554688
	Iteration 16Q: 3 clusters Score -1034514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1034519.000000 Penalty: 10383.554688
	Iteration 17Q: 3 clusters Score -1034519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1034519.000000 Penalty: 10383.554688
	Iteration 18F: 3 clusters Score -1034519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 41868 members 
Mstep: Class 3 contains 183291 members 
Mstep: Class 4 contains 9378 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 34600 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 52877 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 26329 members 
Mstep: Class 11 contains 102017 members 
Mstep: Class 12 contains 6191 members 
Mstep: Class 13 contains 10151 members 
Mstep: Class 14 contains 13206 members 
Mstep: Class 15 contains 38502 members 
Mstep: Class 16 contains 32741 members 
Mstep: Class 17 contains 45109 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 9722 members 
Mstep: Class 21 contains 2675 members 
Entering Unmasked Estep 
Score: -138163456.000000 Penalty: 171478.781250
Splitting cluster 18 changes total score from -138125152.000000 to -138163456.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -296473.656250 Penalty: 4483.416992
	Iteration 0F: 2 clusters Score -296473.7 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 758 members 
Entering Unmasked Estep 
Score: -292442.531250 Penalty: 8966.833984
	Iteration 0F: 3 clusters Score -292442.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -293961.531250 Penalty: 8966.833984
	Iteration 1F: 3 clusters Score -293961.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -295288.625000 Penalty: 8966.833984
	Iteration 2F: 3 clusters Score -295288.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -296757.562500 Penalty: 8966.833984
	Iteration 3F: 3 clusters Score -296757.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -298108.031250 Penalty: 8966.833984
	Iteration 4F: 3 clusters Score -298108 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -298767.375000 Penalty: 8966.833984
	Iteration 5Q: 3 clusters Score -298767.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -299005.250000 Penalty: 8966.833984
	Iteration 6Q: 3 clusters Score -299005.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -299167.062500 Penalty: 8966.833984
	Iteration 7Q: 3 clusters Score -299167.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -299219.593750 Penalty: 8966.833984
	Iteration 8Q: 3 clusters Score -299219.6 nChanged 2
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: -299224.906250 Penalty: 8966.833984
	Iteration 9Q: 3 clusters Score -299224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -299233.062500 Penalty: 8966.833984
	Iteration 10Q: 3 clusters Score -299233.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -299266.031250 Penalty: 8966.833984
	Iteration 11Q: 3 clusters Score -299266 nChanged 3
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: -299283.218750 Penalty: 8966.833984
	Iteration 12Q: 3 clusters Score -299283.2 nChanged 4
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: -299302.968750 Penalty: 8966.833984
	Iteration 13Q: 3 clusters Score -299303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -299313.281250 Penalty: 8966.833984
	Iteration 14Q: 3 clusters Score -299313.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -299320.156250 Penalty: 8966.833984
	Iteration 15Q: 3 clusters Score -299320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -299338.187500 Penalty: 8966.833984
	Iteration 16F: 3 clusters Score -299338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -299395.312500 Penalty: 8966.833984
	Iteration 17Q: 3 clusters Score -299395.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -299463.687500 Penalty: 8966.833984
	Iteration 18Q: 3 clusters Score -299463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -299468.656250 Penalty: 8966.833984
	Iteration 19Q: 3 clusters Score -299468.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -299468.656250 Penalty: 8966.833984
	Iteration 20F: 3 clusters Score -299468.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 41868 members 
Mstep: Class 3 contains 183291 members 
Mstep: Class 4 contains 9378 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 34600 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 52877 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 26329 members 
Mstep: Class 11 contains 102017 members 
Mstep: Class 12 contains 6191 members 
Mstep: Class 13 contains 10151 members 
Mstep: Class 14 contains 13206 members 
Mstep: Class 15 contains 38502 members 
Mstep: Class 16 contains 32741 members 
Mstep: Class 17 contains 45109 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 9722 members 
Mstep: Class 21 contains 2675 members 
Mstep: Class 22 contains 331 members 
Entering Unmasked Estep 
Score: -138163040.000000 Penalty: 179644.437500
Splitting cluster 19 changes total score from -138125152.000000 to -138163040.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 2 contains 41868 members 
Mstep: Class 3 contains 183291 members 
Mstep: Class 4 contains 9378 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 34600 members 
Mstep: Class 8 contains 52877 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 26329 members 
Mstep: Class 11 contains 102017 members 
Mstep: Class 12 contains 6191 members 
Mstep: Class 13 contains 10151 members 
Mstep: Class 14 contains 13206 members 
Mstep: Class 15 contains 38502 members 
Mstep: Class 17 contains 45109 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138169728.000000 Penalty: 179644.437500
Iteration 39Q: 23 clusters Score -1.381697e+08 nChanged 12292
Entering Unmasked Mstep 
Mstep: Class 0 contains 487 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 40933 members 
Mstep: Class 3 contains 180849 members 
Mstep: Class 4 contains 9186 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 34792 members 
Mstep: Class 7 contains 671 members 
Mstep: Class 8 contains 52725 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 25616 members 
Mstep: Class 11 contains 107072 members 
Mstep: Class 12 contains 6541 members 
Mstep: Class 13 contains 9805 members 
Mstep: Class 14 contains 13030 members 
Mstep: Class 15 contains 38540 members 
Mstep: Class 16 contains 32796 members 
Mstep: Class 17 contains 44922 members 
Mstep: Class 18 contains 2339 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 9120 members 
Mstep: Class 21 contains 2567 members 
Mstep: Class 22 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138201920.000000 Penalty: 179644.437500
Iteration 40F: 23 clusters Score -1.382019e+08 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 39756 members 
Mstep: Class 3 contains 177802 members 
Mstep: Class 4 contains 8934 members 
Mstep: Class 5 contains 1494 members 
Mstep: Class 6 contains 34853 members 
Mstep: Class 7 contains 665 members 
Mstep: Class 8 contains 52689 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 25146 members 
Mstep: Class 11 contains 109583 members 
Mstep: Class 12 contains 6743 members 
Mstep: Class 13 contains 9599 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 15 contains 38489 members 
Mstep: Class 16 contains 34353 members 
Mstep: Class 17 contains 44831 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 9779 members 
Mstep: Class 21 contains 3082 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138221536.000000 Penalty: 179644.437500
Iteration 41Q: 23 clusters Score -1.382215e+08 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 38604 members 
Mstep: Class 3 contains 176158 members 
Mstep: Class 4 contains 8730 members 
Mstep: Class 5 contains 1499 members 
Mstep: Class 6 contains 34984 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52672 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 24811 members 
Mstep: Class 11 contains 111581 members 
Mstep: Class 12 contains 6923 members 
Mstep: Class 13 contains 9460 members 
Mstep: Class 14 contains 12632 members 
Mstep: Class 15 contains 38502 members 
Mstep: Class 16 contains 35129 members 
Mstep: Class 17 contains 44726 members 
Mstep: Class 18 contains 2422 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10146 members 
Mstep: Class 21 contains 3353 members 
Mstep: Class 22 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138224160.000000 Penalty: 179644.437500
Iteration 42Q: 23 clusters Score -1.382242e+08 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 37598 members 
Mstep: Class 3 contains 175091 members 
Mstep: Class 4 contains 8570 members 
Mstep: Class 5 contains 1504 members 
Mstep: Class 6 contains 35124 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52662 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 24506 members 
Mstep: Class 11 contains 113321 members 
Mstep: Class 12 contains 7058 members 
Mstep: Class 13 contains 9340 members 
Mstep: Class 14 contains 12539 members 
Mstep: Class 15 contains 38494 members 
Mstep: Class 16 contains 35567 members 
Mstep: Class 17 contains 44642 members 
Mstep: Class 18 contains 2429 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10350 members 
Mstep: Class 21 contains 3540 members 
Mstep: Class 22 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138225296.000000 Penalty: 179644.437500
Iteration 43Q: 23 clusters Score -1.382253e+08 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 36652 members 
Mstep: Class 3 contains 174362 members 
Mstep: Class 4 contains 8441 members 
Mstep: Class 5 contains 1505 members 
Mstep: Class 6 contains 35249 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52656 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 24249 members 
Mstep: Class 11 contains 114839 members 
Mstep: Class 12 contains 7174 members 
Mstep: Class 13 contains 9237 members 
Mstep: Class 14 contains 12463 members 
Mstep: Class 15 contains 38491 members 
Mstep: Class 16 contains 35857 members 
Mstep: Class 17 contains 44552 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10493 members 
Mstep: Class 21 contains 3676 members 
Mstep: Class 22 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138226096.000000 Penalty: 179644.437500
Iteration 44Q: 23 clusters Score -1.382261e+08 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 35807 members 
Mstep: Class 3 contains 173799 members 
Mstep: Class 4 contains 8323 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 35367 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 24050 members 
Mstep: Class 11 contains 116124 members 
Mstep: Class 12 contains 7276 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 12406 members 
Mstep: Class 15 contains 38484 members 
Mstep: Class 16 contains 36071 members 
Mstep: Class 17 contains 44486 members 
Mstep: Class 18 contains 2444 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10588 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138226336.000000 Penalty: 179644.437500
Iteration 45Q: 23 clusters Score -1.382263e+08 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 173363 members 
Mstep: Class 4 contains 8218 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 35468 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23909 members 
Mstep: Class 11 contains 117196 members 
Mstep: Class 12 contains 7369 members 
Mstep: Class 13 contains 9113 members 
Mstep: Class 14 contains 12361 members 
Mstep: Class 15 contains 38484 members 
Mstep: Class 16 contains 36227 members 
Mstep: Class 17 contains 44438 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10650 members 
Mstep: Class 21 contains 3850 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138226448.000000 Penalty: 179644.437500
Iteration 46Q: 23 clusters Score -1.382264e+08 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 34457 members 
Mstep: Class 3 contains 172980 members 
Mstep: Class 4 contains 8130 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 35531 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52662 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 118117 members 
Mstep: Class 12 contains 7442 members 
Mstep: Class 13 contains 9078 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 38474 members 
Mstep: Class 16 contains 36367 members 
Mstep: Class 17 contains 44409 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10694 members 
Mstep: Class 21 contains 3911 members 
Mstep: Class 22 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138226832.000000 Penalty: 179644.437500
Iteration 47Q: 23 clusters Score -1.382268e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 33931 members 
Mstep: Class 3 contains 172696 members 
Mstep: Class 4 contains 8065 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 35591 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52661 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23725 members 
Mstep: Class 11 contains 118878 members 
Mstep: Class 12 contains 7504 members 
Mstep: Class 13 contains 9040 members 
Mstep: Class 14 contains 12279 members 
Mstep: Class 15 contains 38470 members 
Mstep: Class 16 contains 36463 members 
Mstep: Class 17 contains 44388 members 
Mstep: Class 18 contains 2461 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10719 members 
Mstep: Class 21 contains 3964 members 
Mstep: Class 22 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138226800.000000 Penalty: 179644.437500
Iteration 48Q: 23 clusters Score -1.382268e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 33460 members 
Mstep: Class 3 contains 172445 members 
Mstep: Class 4 contains 8003 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 35651 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52661 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23662 members 
Mstep: Class 11 contains 119536 members 
Mstep: Class 12 contains 7567 members 
Mstep: Class 13 contains 9010 members 
Mstep: Class 14 contains 12254 members 
Mstep: Class 15 contains 38468 members 
Mstep: Class 16 contains 36531 members 
Mstep: Class 17 contains 44366 members 
Mstep: Class 18 contains 2466 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10744 members 
Mstep: Class 21 contains 4011 members 
Mstep: Class 22 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138227040.000000 Penalty: 179644.437500
Iteration 49Q: 23 clusters Score -1.38227e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 33065 members 
Mstep: Class 3 contains 172265 members 
Mstep: Class 4 contains 7933 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 35716 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52661 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23602 members 
Mstep: Class 11 contains 120097 members 
Mstep: Class 12 contains 7617 members 
Mstep: Class 13 contains 8982 members 
Mstep: Class 14 contains 12236 members 
Mstep: Class 15 contains 38465 members 
Mstep: Class 16 contains 36576 members 
Mstep: Class 17 contains 44340 members 
Mstep: Class 18 contains 2466 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10762 members 
Mstep: Class 21 contains 4052 members 
Mstep: Class 22 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138227520.000000 Penalty: 179644.437500
Iteration 50Q: 23 clusters Score -1.382275e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 32752 members 
Mstep: Class 3 contains 172115 members 
Mstep: Class 4 contains 7881 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 35774 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52661 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23559 members 
Mstep: Class 11 contains 120542 members 
Mstep: Class 12 contains 7665 members 
Mstep: Class 13 contains 8958 members 
Mstep: Class 14 contains 12217 members 
Mstep: Class 15 contains 38462 members 
Mstep: Class 16 contains 36609 members 
Mstep: Class 17 contains 44318 members 
Mstep: Class 18 contains 2468 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10775 members 
Mstep: Class 21 contains 4079 members 
Mstep: Class 22 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138227392.000000 Penalty: 179644.437500
Iteration 51Q: 23 clusters Score -1.382274e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 32491 members 
Mstep: Class 3 contains 171952 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 35832 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52663 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23523 members 
Mstep: Class 11 contains 120974 members 
Mstep: Class 12 contains 7726 members 
Mstep: Class 13 contains 8924 members 
Mstep: Class 14 contains 12179 members 
Mstep: Class 15 contains 38460 members 
Mstep: Class 16 contains 36632 members 
Mstep: Class 17 contains 44277 members 
Mstep: Class 18 contains 2471 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10787 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138227360.000000 Penalty: 179644.437500
Iteration 52Q: 23 clusters Score -1.382274e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 32258 members 
Mstep: Class 3 contains 171795 members 
Mstep: Class 4 contains 7802 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 35893 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52662 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23485 members 
Mstep: Class 11 contains 121347 members 
Mstep: Class 12 contains 7775 members 
Mstep: Class 13 contains 8914 members 
Mstep: Class 14 contains 12144 members 
Mstep: Class 15 contains 38456 members 
Mstep: Class 16 contains 36652 members 
Mstep: Class 17 contains 44252 members 
Mstep: Class 18 contains 2476 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10795 members 
Mstep: Class 21 contains 4129 members 
Mstep: Class 22 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138227600.000000 Penalty: 179644.437500
Iteration 53Q: 23 clusters Score -1.382276e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 32038 members 
Mstep: Class 3 contains 171691 members 
Mstep: Class 4 contains 7765 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 35958 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52661 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23455 members 
Mstep: Class 11 contains 121663 members 
Mstep: Class 12 contains 7835 members 
Mstep: Class 13 contains 8879 members 
Mstep: Class 14 contains 12121 members 
Mstep: Class 15 contains 38452 members 
Mstep: Class 16 contains 36664 members 
Mstep: Class 17 contains 44224 members 
Mstep: Class 18 contains 2482 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10799 members 
Mstep: Class 21 contains 4148 members 
Mstep: Class 22 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138227632.000000 Penalty: 179644.437500
Iteration 54Q: 23 clusters Score -1.382276e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31851 members 
Mstep: Class 3 contains 171610 members 
Mstep: Class 4 contains 7711 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 36011 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23422 members 
Mstep: Class 11 contains 121950 members 
Mstep: Class 12 contains 7871 members 
Mstep: Class 13 contains 8843 members 
Mstep: Class 14 contains 12118 members 
Mstep: Class 15 contains 38447 members 
Mstep: Class 16 contains 36681 members 
Mstep: Class 17 contains 44203 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10803 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138227808.000000 Penalty: 179644.437500
Iteration 55Q: 23 clusters Score -1.382278e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31699 members 
Mstep: Class 3 contains 171502 members 
Mstep: Class 4 contains 7673 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 36060 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23396 members 
Mstep: Class 11 contains 122228 members 
Mstep: Class 12 contains 7920 members 
Mstep: Class 13 contains 8804 members 
Mstep: Class 14 contains 12112 members 
Mstep: Class 15 contains 38445 members 
Mstep: Class 16 contains 36690 members 
Mstep: Class 17 contains 44171 members 
Mstep: Class 18 contains 2484 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10806 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138227616.000000 Penalty: 179644.437500
Iteration 56Q: 23 clusters Score -1.382276e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31564 members 
Mstep: Class 3 contains 171428 members 
Mstep: Class 4 contains 7647 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 36111 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52660 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23375 members 
Mstep: Class 11 contains 122451 members 
Mstep: Class 12 contains 7955 members 
Mstep: Class 13 contains 8775 members 
Mstep: Class 14 contains 12094 members 
Mstep: Class 15 contains 38444 members 
Mstep: Class 16 contains 36703 members 
Mstep: Class 17 contains 44132 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10809 members 
Mstep: Class 21 contains 4202 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138227776.000000 Penalty: 179644.437500
Iteration 57Q: 23 clusters Score -1.382278e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31444 members 
Mstep: Class 3 contains 171381 members 
Mstep: Class 4 contains 7623 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 36169 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52661 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23360 members 
Mstep: Class 11 contains 122634 members 
Mstep: Class 12 contains 7978 members 
Mstep: Class 13 contains 8737 members 
Mstep: Class 14 contains 12077 members 
Mstep: Class 15 contains 38440 members 
Mstep: Class 16 contains 36714 members 
Mstep: Class 17 contains 44101 members 
Mstep: Class 18 contains 2489 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10813 members 
Mstep: Class 21 contains 4215 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138227904.000000 Penalty: 179644.437500
Iteration 58Q: 23 clusters Score -1.382279e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31340 members 
Mstep: Class 3 contains 171351 members 
Mstep: Class 4 contains 7593 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 36232 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52662 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23350 members 
Mstep: Class 11 contains 122776 members 
Mstep: Class 12 contains 7999 members 
Mstep: Class 13 contains 8685 members 
Mstep: Class 14 contains 12058 members 
Mstep: Class 15 contains 38438 members 
Mstep: Class 16 contains 36731 members 
Mstep: Class 17 contains 44082 members 
Mstep: Class 18 contains 2493 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10810 members 
Mstep: Class 21 contains 4235 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138227920.000000 Penalty: 179644.437500
Iteration 59Q: 23 clusters Score -1.382279e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31245 members 
Mstep: Class 3 contains 171295 members 
Mstep: Class 4 contains 7558 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 36307 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52665 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23341 members 
Mstep: Class 11 contains 122911 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 8642 members 
Mstep: Class 14 contains 12034 members 
Mstep: Class 15 contains 38438 members 
Mstep: Class 16 contains 36736 members 
Mstep: Class 17 contains 44071 members 
Mstep: Class 18 contains 2497 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10813 members 
Mstep: Class 21 contains 4264 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138239760.000000 Penalty: 179644.437500
Iteration 60F: 23 clusters Score -1.382398e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 31162 members 
Mstep: Class 3 contains 171247 members 
Mstep: Class 4 contains 7536 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 36371 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52665 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23323 members 
Mstep: Class 11 contains 123052 members 
Mstep: Class 12 contains 8035 members 
Mstep: Class 13 contains 8614 members 
Mstep: Class 14 contains 12006 members 
Mstep: Class 15 contains 38435 members 
Mstep: Class 16 contains 36745 members 
Mstep: Class 17 contains 44038 members 
Mstep: Class 18 contains 2501 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10815 members 
Mstep: Class 21 contains 4286 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247376.000000 Penalty: 179644.437500
Iteration 61Q: 23 clusters Score -1.382474e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 31089 members 
Mstep: Class 3 contains 171206 members 
Mstep: Class 4 contains 7514 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 36435 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52662 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23313 members 
Mstep: Class 11 contains 123164 members 
Mstep: Class 12 contains 8054 members 
Mstep: Class 13 contains 8582 members 
Mstep: Class 14 contains 11995 members 
Mstep: Class 15 contains 38432 members 
Mstep: Class 16 contains 36752 members 
Mstep: Class 17 contains 44011 members 
Mstep: Class 18 contains 2506 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10817 members 
Mstep: Class 21 contains 4299 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247328.000000 Penalty: 179644.437500
Iteration 62Q: 23 clusters Score -1.382473e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 31020 members 
Mstep: Class 3 contains 171174 members 
Mstep: Class 4 contains 7492 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 36489 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52662 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23296 members 
Mstep: Class 11 contains 123271 members 
Mstep: Class 12 contains 8070 members 
Mstep: Class 13 contains 8546 members 
Mstep: Class 14 contains 11984 members 
Mstep: Class 15 contains 38433 members 
Mstep: Class 16 contains 36755 members 
Mstep: Class 17 contains 43990 members 
Mstep: Class 18 contains 2507 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10821 members 
Mstep: Class 21 contains 4321 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247488.000000 Penalty: 179644.437500
Iteration 63Q: 23 clusters Score -1.382475e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30959 members 
Mstep: Class 3 contains 171145 members 
Mstep: Class 4 contains 7466 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 36537 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52661 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23275 members 
Mstep: Class 11 contains 123357 members 
Mstep: Class 12 contains 8087 members 
Mstep: Class 13 contains 8532 members 
Mstep: Class 14 contains 11973 members 
Mstep: Class 15 contains 38433 members 
Mstep: Class 16 contains 36762 members 
Mstep: Class 17 contains 43981 members 
Mstep: Class 18 contains 2507 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10824 members 
Mstep: Class 21 contains 4332 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247520.000000 Penalty: 179644.437500
Iteration 64Q: 23 clusters Score -1.382475e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30911 members 
Mstep: Class 3 contains 171124 members 
Mstep: Class 4 contains 7439 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 36584 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52662 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23247 members 
Mstep: Class 11 contains 123442 members 
Mstep: Class 12 contains 8095 members 
Mstep: Class 13 contains 8520 members 
Mstep: Class 14 contains 11959 members 
Mstep: Class 15 contains 38432 members 
Mstep: Class 16 contains 36764 members 
Mstep: Class 17 contains 43980 members 
Mstep: Class 18 contains 2508 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10823 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247600.000000 Penalty: 179644.437500
Iteration 65Q: 23 clusters Score -1.382476e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30873 members 
Mstep: Class 3 contains 171086 members 
Mstep: Class 4 contains 7406 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 36626 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52662 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 123530 members 
Mstep: Class 12 contains 8105 members 
Mstep: Class 13 contains 8514 members 
Mstep: Class 14 contains 11944 members 
Mstep: Class 15 contains 38431 members 
Mstep: Class 16 contains 36767 members 
Mstep: Class 17 contains 43973 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10823 members 
Mstep: Class 21 contains 4354 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247728.000000 Penalty: 179644.437500
Iteration 66Q: 23 clusters Score -1.382477e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30841 members 
Mstep: Class 3 contains 171063 members 
Mstep: Class 4 contains 7378 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 36659 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52660 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23205 members 
Mstep: Class 11 contains 123597 members 
Mstep: Class 12 contains 8115 members 
Mstep: Class 13 contains 8512 members 
Mstep: Class 14 contains 11930 members 
Mstep: Class 15 contains 38432 members 
Mstep: Class 16 contains 36771 members 
Mstep: Class 17 contains 43961 members 
Mstep: Class 18 contains 2513 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10822 members 
Mstep: Class 21 contains 4372 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247584.000000 Penalty: 179644.437500
Iteration 67Q: 23 clusters Score -1.382476e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30815 members 
Mstep: Class 3 contains 171023 members 
Mstep: Class 4 contains 7362 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36687 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23199 members 
Mstep: Class 11 contains 123661 members 
Mstep: Class 12 contains 8126 members 
Mstep: Class 13 contains 8509 members 
Mstep: Class 14 contains 11920 members 
Mstep: Class 15 contains 38432 members 
Mstep: Class 16 contains 36778 members 
Mstep: Class 17 contains 43945 members 
Mstep: Class 18 contains 2515 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10822 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247616.000000 Penalty: 179644.437500
Iteration 68Q: 23 clusters Score -1.382476e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30797 members 
Mstep: Class 3 contains 171002 members 
Mstep: Class 4 contains 7345 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36709 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52657 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23193 members 
Mstep: Class 11 contains 123700 members 
Mstep: Class 12 contains 8136 members 
Mstep: Class 13 contains 8517 members 
Mstep: Class 14 contains 11907 members 
Mstep: Class 15 contains 38430 members 
Mstep: Class 16 contains 36781 members 
Mstep: Class 17 contains 43934 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10823 members 
Mstep: Class 21 contains 4382 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247632.000000 Penalty: 179644.437500
Iteration 69Q: 23 clusters Score -1.382476e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30779 members 
Mstep: Class 3 contains 170977 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36734 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52657 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23189 members 
Mstep: Class 11 contains 123748 members 
Mstep: Class 12 contains 8140 members 
Mstep: Class 13 contains 8507 members 
Mstep: Class 14 contains 11896 members 
Mstep: Class 15 contains 38429 members 
Mstep: Class 16 contains 36786 members 
Mstep: Class 17 contains 43933 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10825 members 
Mstep: Class 21 contains 4388 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247712.000000 Penalty: 179644.437500
Iteration 70Q: 23 clusters Score -1.382477e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30761 members 
Mstep: Class 3 contains 170951 members 
Mstep: Class 4 contains 7313 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36749 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23178 members 
Mstep: Class 11 contains 123782 members 
Mstep: Class 12 contains 8146 members 
Mstep: Class 13 contains 8519 members 
Mstep: Class 14 contains 11883 members 
Mstep: Class 15 contains 38430 members 
Mstep: Class 16 contains 36788 members 
Mstep: Class 17 contains 43931 members 
Mstep: Class 18 contains 2518 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10825 members 
Mstep: Class 21 contains 4398 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247600.000000 Penalty: 179644.437500
Iteration 71Q: 23 clusters Score -1.382476e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30745 members 
Mstep: Class 3 contains 170927 members 
Mstep: Class 4 contains 7298 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36770 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23169 members 
Mstep: Class 11 contains 123814 members 
Mstep: Class 12 contains 8155 members 
Mstep: Class 13 contains 8522 members 
Mstep: Class 14 contains 11875 members 
Mstep: Class 15 contains 38429 members 
Mstep: Class 16 contains 36790 members 
Mstep: Class 17 contains 43930 members 
Mstep: Class 18 contains 2520 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10825 members 
Mstep: Class 21 contains 4403 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247744.000000 Penalty: 179644.437500
Iteration 72Q: 23 clusters Score -1.382477e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30730 members 
Mstep: Class 3 contains 170902 members 
Mstep: Class 4 contains 7278 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36784 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52657 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23162 members 
Mstep: Class 11 contains 123857 members 
Mstep: Class 12 contains 8164 members 
Mstep: Class 13 contains 8514 members 
Mstep: Class 14 contains 11876 members 
Mstep: Class 15 contains 38428 members 
Mstep: Class 16 contains 36792 members 
Mstep: Class 17 contains 43931 members 
Mstep: Class 18 contains 2521 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10827 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247744.000000 Penalty: 179644.437500
Iteration 73Q: 23 clusters Score -1.382477e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30716 members 
Mstep: Class 3 contains 170894 members 
Mstep: Class 4 contains 7266 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36795 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52657 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23150 members 
Mstep: Class 11 contains 123887 members 
Mstep: Class 12 contains 8173 members 
Mstep: Class 13 contains 8499 members 
Mstep: Class 14 contains 11874 members 
Mstep: Class 15 contains 38428 members 
Mstep: Class 16 contains 36798 members 
Mstep: Class 17 contains 43928 members 
Mstep: Class 18 contains 2521 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10833 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247888.000000 Penalty: 179644.437500
Iteration 74Q: 23 clusters Score -1.382479e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30699 members 
Mstep: Class 3 contains 170887 members 
Mstep: Class 4 contains 7254 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36809 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52657 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23146 members 
Mstep: Class 11 contains 123913 members 
Mstep: Class 12 contains 8185 members 
Mstep: Class 13 contains 8483 members 
Mstep: Class 14 contains 11871 members 
Mstep: Class 15 contains 38426 members 
Mstep: Class 16 contains 36802 members 
Mstep: Class 17 contains 43928 members 
Mstep: Class 18 contains 2521 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10834 members 
Mstep: Class 21 contains 4415 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247744.000000 Penalty: 179644.437500
Iteration 75Q: 23 clusters Score -1.382477e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30680 members 
Mstep: Class 3 contains 170873 members 
Mstep: Class 4 contains 7237 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36820 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52656 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23146 members 
Mstep: Class 11 contains 123940 members 
Mstep: Class 12 contains 8197 members 
Mstep: Class 13 contains 8474 members 
Mstep: Class 14 contains 11870 members 
Mstep: Class 15 contains 38426 members 
Mstep: Class 16 contains 36805 members 
Mstep: Class 17 contains 43926 members 
Mstep: Class 18 contains 2521 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10836 members 
Mstep: Class 21 contains 4423 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247840.000000 Penalty: 179644.437500
Iteration 76Q: 23 clusters Score -1.382478e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30669 members 
Mstep: Class 3 contains 170854 members 
Mstep: Class 4 contains 7218 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36833 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52656 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23146 members 
Mstep: Class 11 contains 123970 members 
Mstep: Class 12 contains 8204 members 
Mstep: Class 13 contains 8463 members 
Mstep: Class 14 contains 11868 members 
Mstep: Class 15 contains 38426 members 
Mstep: Class 16 contains 36807 members 
Mstep: Class 17 contains 43927 members 
Mstep: Class 18 contains 2521 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10840 members 
Mstep: Class 21 contains 4428 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247760.000000 Penalty: 179644.437500
Iteration 77Q: 23 clusters Score -1.382478e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30660 members 
Mstep: Class 3 contains 170838 members 
Mstep: Class 4 contains 7202 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36849 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52656 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23148 members 
Mstep: Class 11 contains 123993 members 
Mstep: Class 12 contains 8213 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 11866 members 
Mstep: Class 15 contains 38424 members 
Mstep: Class 16 contains 36808 members 
Mstep: Class 17 contains 43928 members 
Mstep: Class 18 contains 2521 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10843 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247792.000000 Penalty: 179644.437500
Iteration 78Q: 23 clusters Score -1.382478e+08 nChanged 105
Entering ConstructFrom: 
Score: -138247792.000000 Penalty: 179644.437500
Entering ConstructFrom: 
Trying to split cluster 1 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -137667.015625 Penalty: 4201.514160
	Iteration 0F: 2 clusters Score -137667 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 477 members 
Entering Unmasked Estep 
Score: -134148.875000 Penalty: 8403.028320
	Iteration 0F: 3 clusters Score -134148.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -135963.390625 Penalty: 8403.028320
	Iteration 1F: 3 clusters Score -135963.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -138120.703125 Penalty: 8403.028320
	Iteration 2F: 3 clusters Score -138120.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -140287.062500 Penalty: 8403.028320
	Iteration 3F: 3 clusters Score -140287.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -141534.390625 Penalty: 8403.028320
	Iteration 4Q: 3 clusters Score -141534.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -142198.203125 Penalty: 8403.028320
	Iteration 5Q: 3 clusters Score -142198.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -142254.796875 Penalty: 8403.028320
	Iteration 6Q: 3 clusters Score -142254.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -142301.921875 Penalty: 8403.028320
	Iteration 7Q: 3 clusters Score -142301.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -142313.281250 Penalty: 8403.028320
	Iteration 8Q: 3 clusters Score -142313.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -142315.875000 Penalty: 8403.028320
	Iteration 9Q: 3 clusters Score -142315.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -142317.656250 Penalty: 8403.028320
	Iteration 10Q: 3 clusters Score -142317.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -142317.656250 Penalty: 8403.028320
	Iteration 11F: 3 clusters Score -142317.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 30650 members 
Mstep: Class 3 contains 170821 members 
Mstep: Class 4 contains 7193 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36862 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52656 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23144 members 
Mstep: Class 11 contains 124014 members 
Mstep: Class 12 contains 8223 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 11864 members 
Mstep: Class 15 contains 38425 members 
Mstep: Class 16 contains 36809 members 
Mstep: Class 17 contains 43923 members 
Mstep: Class 18 contains 2521 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10846 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 482 members 
Entering Unmasked Estep 
Score: -138248240.000000 Penalty: 187810.093750
Splitting cluster 1 changes total score from -138247792.000000 to -138248240.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 2 (30650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Entering Unmasked Estep 
Score: -6849212.000000 Penalty: 6327.362793
	Iteration 0F: 2 clusters Score -6849212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -6826094.500000 Penalty: 12654.725586
	Iteration 0F: 3 clusters Score -6826094 nChanged 12869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -6832775.000000 Penalty: 12654.725586
	Iteration 1F: 3 clusters Score -6832775 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -6833567.000000 Penalty: 12654.725586
	Iteration 2F: 3 clusters Score -6833567 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -6834154.500000 Penalty: 12654.725586
	Iteration 3Q: 3 clusters Score -6834154 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -6834978.000000 Penalty: 12654.725586
	Iteration 4Q: 3 clusters Score -6834978 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -6836117.000000 Penalty: 12654.725586
	Iteration 5Q: 3 clusters Score -6836117 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -6837354.500000 Penalty: 12654.725586
	Iteration 6F: 3 clusters Score -6837354 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -6838774.000000 Penalty: 12654.725586
	Iteration 7F: 3 clusters Score -6838774 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -6840066.500000 Penalty: 12654.725586
	Iteration 8F: 3 clusters Score -6840066 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -6841313.500000 Penalty: 12654.725586
	Iteration 9F: 3 clusters Score -6841314 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -6842333.500000 Penalty: 12654.725586
	Iteration 10F: 3 clusters Score -6842334 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -6843243.500000 Penalty: 12654.725586
	Iteration 11Q: 3 clusters Score -6843244 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -6844044.000000 Penalty: 12654.725586
	Iteration 12Q: 3 clusters Score -6844044 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -6844646.500000 Penalty: 12654.725586
	Iteration 13Q: 3 clusters Score -6844646 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -6845112.000000 Penalty: 12654.725586
	Iteration 14Q: 3 clusters Score -6845112 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -6845452.000000 Penalty: 12654.725586
	Iteration 15Q: 3 clusters Score -6845452 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -6845669.500000 Penalty: 12654.725586
	Iteration 16Q: 3 clusters Score -6845670 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -6845785.000000 Penalty: 12654.725586
	Iteration 17Q: 3 clusters Score -6845785 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -6845904.500000 Penalty: 12654.725586
	Iteration 18Q: 3 clusters Score -6845904 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -6845981.500000 Penalty: 12654.725586
	Iteration 19Q: 3 clusters Score -6845982 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -6846043.500000 Penalty: 12654.725586
	Iteration 20F: 3 clusters Score -6846044 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -6846093.500000 Penalty: 12654.725586
	Iteration 21Q: 3 clusters Score -6846094 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -6846158.500000 Penalty: 12654.725586
	Iteration 22Q: 3 clusters Score -6846158 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -6846221.500000 Penalty: 12654.725586
	Iteration 23Q: 3 clusters Score -6846222 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -6846287.000000 Penalty: 12654.725586
	Iteration 24Q: 3 clusters Score -6846287 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -6846309.000000 Penalty: 12654.725586
	Iteration 25Q: 3 clusters Score -6846309 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -6846343.500000 Penalty: 12654.725586
	Iteration 26Q: 3 clusters Score -6846344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -6846348.000000 Penalty: 12654.725586
	Iteration 27Q: 3 clusters Score -6846348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -6846363.500000 Penalty: 12654.725586
	Iteration 28Q: 3 clusters Score -6846364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -6846385.000000 Penalty: 12654.725586
	Iteration 29Q: 3 clusters Score -6846385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -6846384.000000 Penalty: 12654.725586
	Iteration 30Q: 3 clusters Score -6846384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -6846397.000000 Penalty: 12654.725586
	Iteration 31Q: 3 clusters Score -6846397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -6846403.500000 Penalty: 12654.725586
	Iteration 32Q: 3 clusters Score -6846404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -6846402.000000 Penalty: 12654.725586
	Iteration 33Q: 3 clusters Score -6846402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -6846400.000000 Penalty: 12654.725586
	Iteration 34Q: 3 clusters Score -6846400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -6846398.000000 Penalty: 12654.725586
	Iteration 35Q: 3 clusters Score -6846398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -6846404.000000 Penalty: 12654.725586
	Iteration 36Q: 3 clusters Score -6846404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -6846409.000000 Penalty: 12654.725586
	Iteration 37Q: 3 clusters Score -6846409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -6846404.500000 Penalty: 12654.725586
	Iteration 38Q: 3 clusters Score -6846404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -6846400.000000 Penalty: 12654.725586
	Iteration 39Q: 3 clusters Score -6846400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -6846401.500000 Penalty: 12654.725586
	Iteration 40F: 3 clusters Score -6846402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -6846399.500000 Penalty: 12654.725586
	Iteration 41Q: 3 clusters Score -6846400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -6846405.000000 Penalty: 12654.725586
	Iteration 42Q: 3 clusters Score -6846405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -6846406.000000 Penalty: 12654.725586
	Iteration 43Q: 3 clusters Score -6846406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -6846411.000000 Penalty: 12654.725586
	Iteration 44Q: 3 clusters Score -6846411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -6846412.000000 Penalty: 12654.725586
	Iteration 45Q: 3 clusters Score -6846412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -6846408.500000 Penalty: 12654.725586
	Iteration 46Q: 3 clusters Score -6846408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -6846408.500000 Penalty: 12654.725586
	Iteration 47F: 3 clusters Score -6846408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (170821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170821 members 
Entering Unmasked Estep 
Score: -38648804.000000 Penalty: 7379.627441
	Iteration 0F: 2 clusters Score -3.86488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85442 members 
Mstep: Class 2 contains 85379 members 
Entering Unmasked Estep 
Score: -38534212.000000 Penalty: 14759.254883
	Iteration 0F: 3 clusters Score -3.853421e+07 nChanged 79753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85427 members 
Mstep: Class 2 contains 85394 members 
Entering Unmasked Estep 
Score: -38579208.000000 Penalty: 14759.254883
	Iteration 1F: 3 clusters Score -3.857921e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 85430 members 
Entering Unmasked Estep 
Score: -38580272.000000 Penalty: 14759.254883
	Iteration 2Q: 3 clusters Score -3.858027e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85361 members 
Mstep: Class 2 contains 85460 members 
Entering Unmasked Estep 
Score: -38581376.000000 Penalty: 14759.254883
	Iteration 3Q: 3 clusters Score -3.858138e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85365 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -38582640.000000 Penalty: 14759.254883
	Iteration 4Q: 3 clusters Score -3.858264e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85394 members 
Mstep: Class 2 contains 85427 members 
Entering Unmasked Estep 
Score: -38583744.000000 Penalty: 14759.254883
	Iteration 5Q: 3 clusters Score -3.858374e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85425 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -38585088.000000 Penalty: 14759.254883
	Iteration 6Q: 3 clusters Score -3.858509e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85496 members 
Mstep: Class 2 contains 85325 members 
Entering Unmasked Estep 
Score: -38586608.000000 Penalty: 14759.254883
	Iteration 7Q: 3 clusters Score -3.858661e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 85225 members 
Entering Unmasked Estep 
Score: -38588492.000000 Penalty: 14759.254883
	Iteration 8Q: 3 clusters Score -3.858849e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85882 members 
Mstep: Class 2 contains 84939 members 
Entering Unmasked Estep 
Score: -38590688.000000 Penalty: 14759.254883
	Iteration 9Q: 3 clusters Score -3.859069e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 84620 members 
Entering Unmasked Estep 
Score: -38593520.000000 Penalty: 14759.254883
	Iteration 10Q: 3 clusters Score -3.859352e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86705 members 
Mstep: Class 2 contains 84116 members 
Entering Unmasked Estep 
Score: -38597412.000000 Penalty: 14759.254883
	Iteration 11Q: 3 clusters Score -3.859741e+07 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87376 members 
Mstep: Class 2 contains 83445 members 
Entering Unmasked Estep 
Score: -38602404.000000 Penalty: 14759.254883
	Iteration 12F: 3 clusters Score -3.86024e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88164 members 
Mstep: Class 2 contains 82657 members 
Entering Unmasked Estep 
Score: -38607164.000000 Penalty: 14759.254883
	Iteration 13F: 3 clusters Score -3.860716e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89024 members 
Mstep: Class 2 contains 81797 members 
Entering Unmasked Estep 
Score: -38611636.000000 Penalty: 14759.254883
	Iteration 14Q: 3 clusters Score -3.861164e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89905 members 
Mstep: Class 2 contains 80916 members 
Entering Unmasked Estep 
Score: -38614248.000000 Penalty: 14759.254883
	Iteration 15Q: 3 clusters Score -3.861425e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90798 members 
Mstep: Class 2 contains 80023 members 
Entering Unmasked Estep 
Score: -38615424.000000 Penalty: 14759.254883
	Iteration 16Q: 3 clusters Score -3.861542e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91763 members 
Mstep: Class 2 contains 79058 members 
Entering Unmasked Estep 
Score: -38616188.000000 Penalty: 14759.254883
	Iteration 17Q: 3 clusters Score -3.861619e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92784 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
Score: -38616560.000000 Penalty: 14759.254883
	Iteration 18Q: 3 clusters Score -3.861656e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93808 members 
Mstep: Class 2 contains 77013 members 
Entering Unmasked Estep 
Score: -38616808.000000 Penalty: 14759.254883
	Iteration 19Q: 3 clusters Score -3.861681e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94872 members 
Mstep: Class 2 contains 75949 members 
Entering Unmasked Estep 
Score: -38617096.000000 Penalty: 14759.254883
	Iteration 20F: 3 clusters Score -3.86171e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95897 members 
Mstep: Class 2 contains 74924 members 
Entering Unmasked Estep 
Score: -38617300.000000 Penalty: 14759.254883
	Iteration 21Q: 3 clusters Score -3.86173e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96908 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -38617380.000000 Penalty: 14759.254883
	Iteration 22Q: 3 clusters Score -3.861738e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97989 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -38617508.000000 Penalty: 14759.254883
	Iteration 23Q: 3 clusters Score -3.861751e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99169 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -38617932.000000 Penalty: 14759.254883
	Iteration 24Q: 3 clusters Score -3.861793e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100427 members 
Mstep: Class 2 contains 70394 members 
Entering Unmasked Estep 
Score: -38618092.000000 Penalty: 14759.254883
	Iteration 25Q: 3 clusters Score -3.861809e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101756 members 
Mstep: Class 2 contains 69065 members 
Entering Unmasked Estep 
Score: -38618328.000000 Penalty: 14759.254883
	Iteration 26Q: 3 clusters Score -3.861833e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103169 members 
Mstep: Class 2 contains 67652 members 
Entering Unmasked Estep 
Score: -38618572.000000 Penalty: 14759.254883
	Iteration 27Q: 3 clusters Score -3.861857e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104703 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -38618696.000000 Penalty: 14759.254883
	Iteration 28Q: 3 clusters Score -3.86187e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106338 members 
Mstep: Class 2 contains 64483 members 
Entering Unmasked Estep 
Score: -38619016.000000 Penalty: 14759.254883
	Iteration 29Q: 3 clusters Score -3.861902e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108036 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -38619160.000000 Penalty: 14759.254883
	Iteration 30Q: 3 clusters Score -3.861916e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109828 members 
Mstep: Class 2 contains 60993 members 
Entering Unmasked Estep 
Score: -38619532.000000 Penalty: 14759.254883
	Iteration 31Q: 3 clusters Score -3.861953e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111672 members 
Mstep: Class 2 contains 59149 members 
Entering Unmasked Estep 
Score: -38619800.000000 Penalty: 14759.254883
	Iteration 32Q: 3 clusters Score -3.86198e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113519 members 
Mstep: Class 2 contains 57302 members 
Entering Unmasked Estep 
Score: -38620356.000000 Penalty: 14759.254883
	Iteration 33Q: 3 clusters Score -3.862036e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115486 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -38620696.000000 Penalty: 14759.254883
	Iteration 34Q: 3 clusters Score -3.86207e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117615 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -38621156.000000 Penalty: 14759.254883
	Iteration 35Q: 3 clusters Score -3.862116e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119873 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -38621800.000000 Penalty: 14759.254883
	Iteration 36Q: 3 clusters Score -3.86218e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122240 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -38622592.000000 Penalty: 14759.254883
	Iteration 37Q: 3 clusters Score -3.862259e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124726 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -38623428.000000 Penalty: 14759.254883
	Iteration 38Q: 3 clusters Score -3.862343e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127271 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -38624324.000000 Penalty: 14759.254883
	Iteration 39Q: 3 clusters Score -3.862432e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129909 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -38625124.000000 Penalty: 14759.254883
	Iteration 40F: 3 clusters Score -3.862512e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132566 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -38626168.000000 Penalty: 14759.254883
	Iteration 41Q: 3 clusters Score -3.862617e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135264 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -38627368.000000 Penalty: 14759.254883
	Iteration 42Q: 3 clusters Score -3.862737e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137990 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -38628776.000000 Penalty: 14759.254883
	Iteration 43Q: 3 clusters Score -3.862878e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140577 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -38630224.000000 Penalty: 14759.254883
	Iteration 44Q: 3 clusters Score -3.863022e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143096 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -38631636.000000 Penalty: 14759.254883
	Iteration 45Q: 3 clusters Score -3.863164e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145486 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -38632932.000000 Penalty: 14759.254883
	Iteration 46Q: 3 clusters Score -3.863293e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147597 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -38634020.000000 Penalty: 14759.254883
	Iteration 47Q: 3 clusters Score -3.863402e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149459 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -38634824.000000 Penalty: 14759.254883
	Iteration 48Q: 3 clusters Score -3.863482e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151089 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -38635720.000000 Penalty: 14759.254883
	Iteration 49Q: 3 clusters Score -3.863572e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152594 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -38636336.000000 Penalty: 14759.254883
	Iteration 50Q: 3 clusters Score -3.863634e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153936 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -38636976.000000 Penalty: 14759.254883
	Iteration 51Q: 3 clusters Score -3.863698e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -38637220.000000 Penalty: 14759.254883
	Iteration 52Q: 3 clusters Score -3.863722e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156190 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -38637700.000000 Penalty: 14759.254883
	Iteration 53Q: 3 clusters Score -3.86377e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157171 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -38638048.000000 Penalty: 14759.254883
	Iteration 54Q: 3 clusters Score -3.863805e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158075 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -38638332.000000 Penalty: 14759.254883
	Iteration 55Q: 3 clusters Score -3.863833e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158917 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -38638600.000000 Penalty: 14759.254883
	Iteration 56Q: 3 clusters Score -3.86386e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159698 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -38638856.000000 Penalty: 14759.254883
	Iteration 57Q: 3 clusters Score -3.863886e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160387 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -38639024.000000 Penalty: 14759.254883
	Iteration 58Q: 3 clusters Score -3.863902e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161045 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -38639208.000000 Penalty: 14759.254883
	Iteration 59Q: 3 clusters Score -3.863921e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161639 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -38639520.000000 Penalty: 14759.254883
	Iteration 60F: 3 clusters Score -3.863952e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162218 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -38639684.000000 Penalty: 14759.254883
	Iteration 61Q: 3 clusters Score -3.863968e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162749 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -38639936.000000 Penalty: 14759.254883
	Iteration 62Q: 3 clusters Score -3.863994e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163238 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -38640056.000000 Penalty: 14759.254883
	Iteration 63Q: 3 clusters Score -3.864006e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163692 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -38640236.000000 Penalty: 14759.254883
	Iteration 64Q: 3 clusters Score -3.864024e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164099 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -38640312.000000 Penalty: 14759.254883
	Iteration 65Q: 3 clusters Score -3.864031e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164493 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -38640432.000000 Penalty: 14759.254883
	Iteration 66Q: 3 clusters Score -3.864043e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164873 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -38640492.000000 Penalty: 14759.254883
	Iteration 67Q: 3 clusters Score -3.864049e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165231 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -38640632.000000 Penalty: 14759.254883
	Iteration 68Q: 3 clusters Score -3.864063e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165567 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -38640732.000000 Penalty: 14759.254883
	Iteration 69Q: 3 clusters Score -3.864073e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165903 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -38640876.000000 Penalty: 14759.254883
	Iteration 70Q: 3 clusters Score -3.864088e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166250 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -38641068.000000 Penalty: 14759.254883
	Iteration 71Q: 3 clusters Score -3.864107e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166582 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -38641148.000000 Penalty: 14759.254883
	Iteration 72Q: 3 clusters Score -3.864115e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166863 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -38641252.000000 Penalty: 14759.254883
	Iteration 73Q: 3 clusters Score -3.864125e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167147 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -38641300.000000 Penalty: 14759.254883
	Iteration 74Q: 3 clusters Score -3.86413e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167399 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -38641404.000000 Penalty: 14759.254883
	Iteration 75Q: 3 clusters Score -3.86414e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167624 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -38641508.000000 Penalty: 14759.254883
	Iteration 76Q: 3 clusters Score -3.864151e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167828 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -38641620.000000 Penalty: 14759.254883
	Iteration 77Q: 3 clusters Score -3.864162e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168007 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -38641680.000000 Penalty: 14759.254883
	Iteration 78Q: 3 clusters Score -3.864168e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168159 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -38641720.000000 Penalty: 14759.254883
	Iteration 79Q: 3 clusters Score -3.864172e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168293 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -38641768.000000 Penalty: 14759.254883
	Iteration 80F: 3 clusters Score -3.864177e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168421 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -38641784.000000 Penalty: 14759.254883
	Iteration 81Q: 3 clusters Score -3.864178e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168515 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -38641848.000000 Penalty: 14759.254883
	Iteration 82Q: 3 clusters Score -3.864185e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168609 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -38641940.000000 Penalty: 14759.254883
	Iteration 83Q: 3 clusters Score -3.864194e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168691 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -38641888.000000 Penalty: 14759.254883
	Iteration 84Q: 3 clusters Score -3.864189e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168752 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -38641976.000000 Penalty: 14759.254883
	Iteration 85Q: 3 clusters Score -3.864198e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168815 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -38641984.000000 Penalty: 14759.254883
	Iteration 86Q: 3 clusters Score -3.864198e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168862 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -38642064.000000 Penalty: 14759.254883
	Iteration 87Q: 3 clusters Score -3.864206e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168904 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -38642092.000000 Penalty: 14759.254883
	Iteration 88Q: 3 clusters Score -3.864209e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168941 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -38642120.000000 Penalty: 14759.254883
	Iteration 89Q: 3 clusters Score -3.864212e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168978 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -38642124.000000 Penalty: 14759.254883
	Iteration 90Q: 3 clusters Score -3.864212e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169007 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -38642128.000000 Penalty: 14759.254883
	Iteration 91Q: 3 clusters Score -3.864213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169031 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -38642164.000000 Penalty: 14759.254883
	Iteration 92Q: 3 clusters Score -3.864216e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169047 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -38642176.000000 Penalty: 14759.254883
	Iteration 93Q: 3 clusters Score -3.864218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169066 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -38642184.000000 Penalty: 14759.254883
	Iteration 94Q: 3 clusters Score -3.864218e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169081 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -38642180.000000 Penalty: 14759.254883
	Iteration 95Q: 3 clusters Score -3.864218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169087 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -38642168.000000 Penalty: 14759.254883
	Iteration 96Q: 3 clusters Score -3.864217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169092 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -38642184.000000 Penalty: 14759.254883
	Iteration 97Q: 3 clusters Score -3.864218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169099 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -38642172.000000 Penalty: 14759.254883
	Iteration 98Q: 3 clusters Score -3.864217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169105 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -38642204.000000 Penalty: 14759.254883
	Iteration 99Q: 3 clusters Score -3.86422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169119 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -38642212.000000 Penalty: 14759.254883
	Iteration 100F: 3 clusters Score -3.864221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169131 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -38642188.000000 Penalty: 14759.254883
	Iteration 101Q: 3 clusters Score -3.864219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169143 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -38642196.000000 Penalty: 14759.254883
	Iteration 102Q: 3 clusters Score -3.86422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169151 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -38642180.000000 Penalty: 14759.254883
	Iteration 103Q: 3 clusters Score -3.864218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169153 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -38642204.000000 Penalty: 14759.254883
	Iteration 104Q: 3 clusters Score -3.86422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169155 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -38642188.000000 Penalty: 14759.254883
	Iteration 105Q: 3 clusters Score -3.864219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169159 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -38642200.000000 Penalty: 14759.254883
	Iteration 106Q: 3 clusters Score -3.86422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169164 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -38642184.000000 Penalty: 14759.254883
	Iteration 107Q: 3 clusters Score -3.864218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169168 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -38642180.000000 Penalty: 14759.254883
	Iteration 108Q: 3 clusters Score -3.864218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169171 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -38642192.000000 Penalty: 14759.254883
	Iteration 109Q: 3 clusters Score -3.864219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169173 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -38642196.000000 Penalty: 14759.254883
	Iteration 110Q: 3 clusters Score -3.86422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169177 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -38642184.000000 Penalty: 14759.254883
	Iteration 111Q: 3 clusters Score -3.864218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169182 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -38642188.000000 Penalty: 14759.254883
	Iteration 112Q: 3 clusters Score -3.864219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169188 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -38642180.000000 Penalty: 14759.254883
	Iteration 113Q: 3 clusters Score -3.864218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169191 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -38642180.000000 Penalty: 14759.254883
	Iteration 114Q: 3 clusters Score -3.864218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169193 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -38642188.000000 Penalty: 14759.254883
	Iteration 115Q: 3 clusters Score -3.864219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169195 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -38642172.000000 Penalty: 14759.254883
	Iteration 116Q: 3 clusters Score -3.864217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169196 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -38642192.000000 Penalty: 14759.254883
	Iteration 117Q: 3 clusters Score -3.864219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169198 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -38642160.000000 Penalty: 14759.254883
	Iteration 118Q: 3 clusters Score -3.864216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169203 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -38642168.000000 Penalty: 14759.254883
	Iteration 119Q: 3 clusters Score -3.864217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169207 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -38642184.000000 Penalty: 14759.254883
	Iteration 120F: 3 clusters Score -3.864218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169209 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -38642176.000000 Penalty: 14759.254883
	Iteration 121Q: 3 clusters Score -3.864218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169211 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -38642168.000000 Penalty: 14759.254883
	Iteration 122Q: 3 clusters Score -3.864217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169215 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -38642168.000000 Penalty: 14759.254883
	Iteration 123Q: 3 clusters Score -3.864217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169218 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -38642208.000000 Penalty: 14759.254883
	Iteration 124Q: 3 clusters Score -3.864221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169220 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -38642204.000000 Penalty: 14759.254883
	Iteration 125Q: 3 clusters Score -3.86422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169222 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -38642216.000000 Penalty: 14759.254883
	Iteration 126Q: 3 clusters Score -3.864222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169221 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -38642204.000000 Penalty: 14759.254883
	Iteration 127Q: 3 clusters Score -3.86422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169222 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -38642204.000000 Penalty: 14759.254883
	Iteration 128Q: 3 clusters Score -3.86422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169222 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -38642204.000000 Penalty: 14759.254883
	Iteration 129F: 3 clusters Score -3.86422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Entering Unmasked Estep 
Score: -1585852.250000 Penalty: 5439.528809
	Iteration 0F: 2 clusters Score -1585852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1577375.500000 Penalty: 10879.057617
	Iteration 0F: 3 clusters Score -1577376 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1579007.625000 Penalty: 10879.057617
	Iteration 1F: 3 clusters Score -1579008 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1579478.375000 Penalty: 10879.057617
	Iteration 2F: 3 clusters Score -1579478 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1579830.125000 Penalty: 10879.057617
	Iteration 3F: 3 clusters Score -1579830 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1580219.750000 Penalty: 10879.057617
	Iteration 4Q: 3 clusters Score -1580220 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1580671.125000 Penalty: 10879.057617
	Iteration 5F: 3 clusters Score -1580671 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1581205.375000 Penalty: 10879.057617
	Iteration 6F: 3 clusters Score -1581205 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1581746.875000 Penalty: 10879.057617
	Iteration 7F: 3 clusters Score -1581747 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1582232.625000 Penalty: 10879.057617
	Iteration 8F: 3 clusters Score -1582233 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1582567.375000 Penalty: 10879.057617
	Iteration 9Q: 3 clusters Score -1582567 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1582798.500000 Penalty: 10879.057617
	Iteration 10Q: 3 clusters Score -1582798 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1582970.250000 Penalty: 10879.057617
	Iteration 11Q: 3 clusters Score -1582970 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1583097.000000 Penalty: 10879.057617
	Iteration 12Q: 3 clusters Score -1583097 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1583181.750000 Penalty: 10879.057617
	Iteration 13Q: 3 clusters Score -1583182 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1583242.375000 Penalty: 10879.057617
	Iteration 14Q: 3 clusters Score -1583242 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1583282.000000 Penalty: 10879.057617
	Iteration 15Q: 3 clusters Score -1583282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1583317.875000 Penalty: 10879.057617
	Iteration 16Q: 3 clusters Score -1583318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1583344.750000 Penalty: 10879.057617
	Iteration 17Q: 3 clusters Score -1583345 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1583371.250000 Penalty: 10879.057617
	Iteration 18Q: 3 clusters Score -1583371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1583382.250000 Penalty: 10879.057617
	Iteration 19Q: 3 clusters Score -1583382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1583385.875000 Penalty: 10879.057617
	Iteration 20F: 3 clusters Score -1583386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1583393.625000 Penalty: 10879.057617
	Iteration 21Q: 3 clusters Score -1583394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1583392.375000 Penalty: 10879.057617
	Iteration 22Q: 3 clusters Score -1583392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1583401.750000 Penalty: 10879.057617
	Iteration 23Q: 3 clusters Score -1583402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1583405.875000 Penalty: 10879.057617
	Iteration 24Q: 3 clusters Score -1583406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1583411.875000 Penalty: 10879.057617
	Iteration 25Q: 3 clusters Score -1583412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1583412.250000 Penalty: 10879.057617
	Iteration 26Q: 3 clusters Score -1583412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1583420.250000 Penalty: 10879.057617
	Iteration 27Q: 3 clusters Score -1583420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1583422.125000 Penalty: 10879.057617
	Iteration 28Q: 3 clusters Score -1583422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1583424.500000 Penalty: 10879.057617
	Iteration 29Q: 3 clusters Score -1583424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1583422.875000 Penalty: 10879.057617
	Iteration 30Q: 3 clusters Score -1583423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1583424.375000 Penalty: 10879.057617
	Iteration 31Q: 3 clusters Score -1583424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1583426.000000 Penalty: 10879.057617
	Iteration 32Q: 3 clusters Score -1583426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1583426.750000 Penalty: 10879.057617
	Iteration 33Q: 3 clusters Score -1583427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1583426.375000 Penalty: 10879.057617
	Iteration 34Q: 3 clusters Score -1583426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1583427.750000 Penalty: 10879.057617
	Iteration 35Q: 3 clusters Score -1583428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1583429.125000 Penalty: 10879.057617
	Iteration 36Q: 3 clusters Score -1583429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1583428.625000 Penalty: 10879.057617
	Iteration 37Q: 3 clusters Score -1583429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1583425.875000 Penalty: 10879.057617
	Iteration 38Q: 3 clusters Score -1583426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1583428.250000 Penalty: 10879.057617
	Iteration 39Q: 3 clusters Score -1583428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1583432.375000 Penalty: 10879.057617
	Iteration 40F: 3 clusters Score -1583432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1583430.875000 Penalty: 10879.057617
	Iteration 41Q: 3 clusters Score -1583431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1583435.750000 Penalty: 10879.057617
	Iteration 42Q: 3 clusters Score -1583436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1583432.500000 Penalty: 10879.057617
	Iteration 43Q: 3 clusters Score -1583432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1583435.625000 Penalty: 10879.057617
	Iteration 44Q: 3 clusters Score -1583436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1583439.125000 Penalty: 10879.057617
	Iteration 45Q: 3 clusters Score -1583439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1583443.625000 Penalty: 10879.057617
	Iteration 46Q: 3 clusters Score -1583444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1583444.625000 Penalty: 10879.057617
	Iteration 47Q: 3 clusters Score -1583445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1583443.250000 Penalty: 10879.057617
	Iteration 48Q: 3 clusters Score -1583443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1583444.625000 Penalty: 10879.057617
	Iteration 49Q: 3 clusters Score -1583445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1583448.750000 Penalty: 10879.057617
	Iteration 50Q: 3 clusters Score -1583449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1583456.625000 Penalty: 10879.057617
	Iteration 51Q: 3 clusters Score -1583457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1583457.625000 Penalty: 10879.057617
	Iteration 52Q: 3 clusters Score -1583458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1583455.875000 Penalty: 10879.057617
	Iteration 53Q: 3 clusters Score -1583456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1583456.125000 Penalty: 10879.057617
	Iteration 54Q: 3 clusters Score -1583456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1583458.500000 Penalty: 10879.057617
	Iteration 55Q: 3 clusters Score -1583458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1583458.500000 Penalty: 10879.057617
	Iteration 56F: 3 clusters Score -1583458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -299273.187500 Penalty: 4483.822754
	Iteration 0F: 2 clusters Score -299273.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -294736.750000 Penalty: 8967.645508
	Iteration 0F: 3 clusters Score -294736.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -295729.125000 Penalty: 8967.645508
	Iteration 1F: 3 clusters Score -295729.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -296254.875000 Penalty: 8967.645508
	Iteration 2F: 3 clusters Score -296254.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -296619.968750 Penalty: 8967.645508
	Iteration 3F: 3 clusters Score -296620 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -297011.093750 Penalty: 8967.645508
	Iteration 4F: 3 clusters Score -297011.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -297428.593750 Penalty: 8967.645508
	Iteration 5Q: 3 clusters Score -297428.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -297974.750000 Penalty: 8967.645508
	Iteration 6Q: 3 clusters Score -297974.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -298602.781250 Penalty: 8967.645508
	Iteration 7Q: 3 clusters Score -298602.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -298783.156250 Penalty: 8967.645508
	Iteration 8Q: 3 clusters Score -298783.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -298870.718750 Penalty: 8967.645508
	Iteration 9Q: 3 clusters Score -298870.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -298979.000000 Penalty: 8967.645508
	Iteration 10Q: 3 clusters Score -298979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -299065.781250 Penalty: 8967.645508
	Iteration 11Q: 3 clusters Score -299065.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -299109.625000 Penalty: 8967.645508
	Iteration 12Q: 3 clusters Score -299109.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -299135.250000 Penalty: 8967.645508
	Iteration 13Q: 3 clusters Score -299135.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -299159.812500 Penalty: 8967.645508
	Iteration 14Q: 3 clusters Score -299159.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -299209.437500 Penalty: 8967.645508
	Iteration 15Q: 3 clusters Score -299209.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -299254.343750 Penalty: 8967.645508
	Iteration 16Q: 3 clusters Score -299254.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -299283.468750 Penalty: 8967.645508
	Iteration 17Q: 3 clusters Score -299283.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -299309.937500 Penalty: 8967.645508
	Iteration 18Q: 3 clusters Score -299309.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -299339.125000 Penalty: 8967.645508
	Iteration 19Q: 3 clusters Score -299339.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -299370.031250 Penalty: 8967.645508
	Iteration 20F: 3 clusters Score -299370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -299396.375000 Penalty: 8967.645508
	Iteration 21Q: 3 clusters Score -299396.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -299409.375000 Penalty: 8967.645508
	Iteration 22Q: 3 clusters Score -299409.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -299421.781250 Penalty: 8967.645508
	Iteration 23Q: 3 clusters Score -299421.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -299432.187500 Penalty: 8967.645508
	Iteration 24Q: 3 clusters Score -299432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -299435.906250 Penalty: 8967.645508
	Iteration 25Q: 3 clusters Score -299435.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -299438.062500 Penalty: 8967.645508
	Iteration 26Q: 3 clusters Score -299438.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -299441.437500 Penalty: 8967.645508
	Iteration 27F: 3 clusters Score -299441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -299466.750000 Penalty: 8967.645508
	Iteration 28Q: 3 clusters Score -299466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -299515.750000 Penalty: 8967.645508
	Iteration 29Q: 3 clusters Score -299515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -299543.093750 Penalty: 8967.645508
	Iteration 30Q: 3 clusters Score -299543.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -299544.062500 Penalty: 8967.645508
	Iteration 31Q: 3 clusters Score -299544.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -299561.156250 Penalty: 8967.645508
	Iteration 32F: 3 clusters Score -299561.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -299588.781250 Penalty: 8967.645508
	Iteration 33Q: 3 clusters Score -299588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -299592.875000 Penalty: 8967.645508
	Iteration 34Q: 3 clusters Score -299592.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -299592.875000 Penalty: 8967.645508
	Iteration 35F: 3 clusters Score -299592.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 30650 members 
Mstep: Class 3 contains 170821 members 
Mstep: Class 4 contains 7193 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 36862 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52656 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23144 members 
Mstep: Class 11 contains 124014 members 
Mstep: Class 12 contains 8223 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 11864 members 
Mstep: Class 15 contains 38425 members 
Mstep: Class 16 contains 36809 members 
Mstep: Class 17 contains 43923 members 
Mstep: Class 18 contains 2521 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10846 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
Score: -138244800.000000 Penalty: 195975.750000
Splitting cluster 5 changes total score from -138247792.000000 to -138244800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (36862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Entering Unmasked Estep 
Score: -8368619.500000 Penalty: 6440.398438
	Iteration 0F: 2 clusters Score -8368620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -8341467.000000 Penalty: 12880.796875
	Iteration 0F: 3 clusters Score -8341467 nChanged 15776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -8349756.500000 Penalty: 12880.796875
	Iteration 1F: 3 clusters Score -8349756 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -8350629.500000 Penalty: 12880.796875
	Iteration 2F: 3 clusters Score -8350630 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -8351299.500000 Penalty: 12880.796875
	Iteration 3Q: 3 clusters Score -8351300 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -8351807.000000 Penalty: 12880.796875
	Iteration 4Q: 3 clusters Score -8351807 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -8352277.000000 Penalty: 12880.796875
	Iteration 5Q: 3 clusters Score -8352277 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -8352815.500000 Penalty: 12880.796875
	Iteration 6Q: 3 clusters Score -8352816 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -8353396.500000 Penalty: 12880.796875
	Iteration 7Q: 3 clusters Score -8353396 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -8354105.000000 Penalty: 12880.796875
	Iteration 8Q: 3 clusters Score -8354105 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -8354978.500000 Penalty: 12880.796875
	Iteration 9Q: 3 clusters Score -8354978 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -8355993.500000 Penalty: 12880.796875
	Iteration 10Q: 3 clusters Score -8355994 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -8357230.500000 Penalty: 12880.796875
	Iteration 11Q: 3 clusters Score -8357230 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -8358443.000000 Penalty: 12880.796875
	Iteration 12Q: 3 clusters Score -8358443 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -8359715.500000 Penalty: 12880.796875
	Iteration 13Q: 3 clusters Score -8359716 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -8360999.000000 Penalty: 12880.796875
	Iteration 14Q: 3 clusters Score -8360999 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -8362288.000000 Penalty: 12880.796875
	Iteration 15Q: 3 clusters Score -8362288 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -8363325.000000 Penalty: 12880.796875
	Iteration 16Q: 3 clusters Score -8363325 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -8364062.500000 Penalty: 12880.796875
	Iteration 17Q: 3 clusters Score -8364062 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -8364368.000000 Penalty: 12880.796875
	Iteration 18Q: 3 clusters Score -8364368 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -8364509.000000 Penalty: 12880.796875
	Iteration 19Q: 3 clusters Score -8364509 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -8364620.000000 Penalty: 12880.796875
	Iteration 20F: 3 clusters Score -8364620 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -8364686.500000 Penalty: 12880.796875
	Iteration 21Q: 3 clusters Score -8364686 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -8364727.000000 Penalty: 12880.796875
	Iteration 22Q: 3 clusters Score -8364727 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -8364775.500000 Penalty: 12880.796875
	Iteration 23Q: 3 clusters Score -8364776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -8364804.500000 Penalty: 12880.796875
	Iteration 24Q: 3 clusters Score -8364804 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -8364827.500000 Penalty: 12880.796875
	Iteration 25Q: 3 clusters Score -8364828 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -8364859.500000 Penalty: 12880.796875
	Iteration 26Q: 3 clusters Score -8364860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -8364869.000000 Penalty: 12880.796875
	Iteration 27Q: 3 clusters Score -8364869 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -8364899.500000 Penalty: 12880.796875
	Iteration 28Q: 3 clusters Score -8364900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -8364904.000000 Penalty: 12880.796875
	Iteration 29Q: 3 clusters Score -8364904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -8364916.000000 Penalty: 12880.796875
	Iteration 30Q: 3 clusters Score -8364916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -8364906.000000 Penalty: 12880.796875
	Iteration 31Q: 3 clusters Score -8364906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -8364921.000000 Penalty: 12880.796875
	Iteration 32Q: 3 clusters Score -8364921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -8364917.500000 Penalty: 12880.796875
	Iteration 33Q: 3 clusters Score -8364918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -8364918.000000 Penalty: 12880.796875
	Iteration 34Q: 3 clusters Score -8364918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -8364922.500000 Penalty: 12880.796875
	Iteration 35Q: 3 clusters Score -8364922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -8364925.000000 Penalty: 12880.796875
	Iteration 36Q: 3 clusters Score -8364925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -8364933.500000 Penalty: 12880.796875
	Iteration 37Q: 3 clusters Score -8364934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -8364926.000000 Penalty: 12880.796875
	Iteration 38Q: 3 clusters Score -8364926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -8364927.000000 Penalty: 12880.796875
	Iteration 39Q: 3 clusters Score -8364927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -8364930.000000 Penalty: 12880.796875
	Iteration 40F: 3 clusters Score -8364930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -8364935.500000 Penalty: 12880.796875
	Iteration 41Q: 3 clusters Score -8364936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -8364935.500000 Penalty: 12880.796875
	Iteration 42Q: 3 clusters Score -8364936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -8364940.500000 Penalty: 12880.796875
	Iteration 43Q: 3 clusters Score -8364940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -8364937.000000 Penalty: 12880.796875
	Iteration 44Q: 3 clusters Score -8364937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -8364937.000000 Penalty: 12880.796875
	Iteration 45Q: 3 clusters Score -8364937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -8364929.000000 Penalty: 12880.796875
	Iteration 46Q: 3 clusters Score -8364929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -8364929.000000 Penalty: 12880.796875
	Iteration 47F: 3 clusters Score -8364929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -138175.609375 Penalty: 3982.040039
	Iteration 0F: 2 clusters Score -138175.6 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 310 members 
Entering Unmasked Estep 
Score: -134607.546875 Penalty: 7964.080078
	Iteration 0F: 3 clusters Score -134607.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -134838.328125 Penalty: 7964.080078
	Iteration 1F: 3 clusters Score -134838.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -134899.609375 Penalty: 7964.080078
	Iteration 2Q: 3 clusters Score -134899.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -134926.734375 Penalty: 7964.080078
	Iteration 3Q: 3 clusters Score -134926.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -134935.593750 Penalty: 7964.080078
	Iteration 4Q: 3 clusters Score -134935.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -134939.484375 Penalty: 7964.080078
	Iteration 5Q: 3 clusters Score -134939.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -134945.156250 Penalty: 7964.080078
	Iteration 6Q: 3 clusters Score -134945.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -134951.218750 Penalty: 7964.080078
	Iteration 7Q: 3 clusters Score -134951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -134956.609375 Penalty: 7964.080078
	Iteration 8Q: 3 clusters Score -134956.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -134960.765625 Penalty: 7964.080078
	Iteration 9Q: 3 clusters Score -134960.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -134963.109375 Penalty: 7964.080078
	Iteration 10Q: 3 clusters Score -134963.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -134963.109375 Penalty: 7964.080078
	Iteration 11F: 3 clusters Score -134963.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (52656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52656 members 
Entering Unmasked Estep 
Score: -12020732.000000 Penalty: 6658.815430
	Iteration 0F: 2 clusters Score -1.202073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -11983459.000000 Penalty: 13317.630859
	Iteration 0F: 3 clusters Score -1.198346e+07 nChanged 23182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -11995965.000000 Penalty: 13317.630859
	Iteration 1F: 3 clusters Score -1.199596e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -11996943.000000 Penalty: 13317.630859
	Iteration 2F: 3 clusters Score -1.199694e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -11997984.000000 Penalty: 13317.630859
	Iteration 3Q: 3 clusters Score -1.199798e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -11999005.000000 Penalty: 13317.630859
	Iteration 4Q: 3 clusters Score -1.1999e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -12000454.000000 Penalty: 13317.630859
	Iteration 5F: 3 clusters Score -1.200045e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -12002393.000000 Penalty: 13317.630859
	Iteration 6F: 3 clusters Score -1.200239e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -12004501.000000 Penalty: 13317.630859
	Iteration 7F: 3 clusters Score -1.20045e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -12006634.000000 Penalty: 13317.630859
	Iteration 8F: 3 clusters Score -1.200663e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -12008511.000000 Penalty: 13317.630859
	Iteration 9F: 3 clusters Score -1.200851e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -12009703.000000 Penalty: 13317.630859
	Iteration 10Q: 3 clusters Score -1.20097e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -12010465.000000 Penalty: 13317.630859
	Iteration 11Q: 3 clusters Score -1.201046e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -12010971.000000 Penalty: 13317.630859
	Iteration 12Q: 3 clusters Score -1.201097e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -12011340.000000 Penalty: 13317.630859
	Iteration 13Q: 3 clusters Score -1.201134e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -12011634.000000 Penalty: 13317.630859
	Iteration 14Q: 3 clusters Score -1.201163e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -12011950.000000 Penalty: 13317.630859
	Iteration 15Q: 3 clusters Score -1.201195e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -12012197.000000 Penalty: 13317.630859
	Iteration 16Q: 3 clusters Score -1.20122e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -12012422.000000 Penalty: 13317.630859
	Iteration 17Q: 3 clusters Score -1.201242e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -12012605.000000 Penalty: 13317.630859
	Iteration 18Q: 3 clusters Score -1.20126e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -12012815.000000 Penalty: 13317.630859
	Iteration 19Q: 3 clusters Score -1.201282e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -12013031.000000 Penalty: 13317.630859
	Iteration 20F: 3 clusters Score -1.201303e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -12013162.000000 Penalty: 13317.630859
	Iteration 21Q: 3 clusters Score -1.201316e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -12013328.000000 Penalty: 13317.630859
	Iteration 22Q: 3 clusters Score -1.201333e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -12013490.000000 Penalty: 13317.630859
	Iteration 23Q: 3 clusters Score -1.201349e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -12013607.000000 Penalty: 13317.630859
	Iteration 24Q: 3 clusters Score -1.201361e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -12013714.000000 Penalty: 13317.630859
	Iteration 25Q: 3 clusters Score -1.201371e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -12013840.000000 Penalty: 13317.630859
	Iteration 26Q: 3 clusters Score -1.201384e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -12013938.000000 Penalty: 13317.630859
	Iteration 27Q: 3 clusters Score -1.201394e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -12014063.000000 Penalty: 13317.630859
	Iteration 28Q: 3 clusters Score -1.201406e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -12014163.000000 Penalty: 13317.630859
	Iteration 29Q: 3 clusters Score -1.201416e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -12014239.000000 Penalty: 13317.630859
	Iteration 30Q: 3 clusters Score -1.201424e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -12014314.000000 Penalty: 13317.630859
	Iteration 31Q: 3 clusters Score -1.201431e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -12014382.000000 Penalty: 13317.630859
	Iteration 32Q: 3 clusters Score -1.201438e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -12014480.000000 Penalty: 13317.630859
	Iteration 33Q: 3 clusters Score -1.201448e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -12014539.000000 Penalty: 13317.630859
	Iteration 34Q: 3 clusters Score -1.201454e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -12014598.000000 Penalty: 13317.630859
	Iteration 35Q: 3 clusters Score -1.20146e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -12014618.000000 Penalty: 13317.630859
	Iteration 36Q: 3 clusters Score -1.201462e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -12014681.000000 Penalty: 13317.630859
	Iteration 37Q: 3 clusters Score -1.201468e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -12014740.000000 Penalty: 13317.630859
	Iteration 38Q: 3 clusters Score -1.201474e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -12014760.000000 Penalty: 13317.630859
	Iteration 39Q: 3 clusters Score -1.201476e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -12014778.000000 Penalty: 13317.630859
	Iteration 40F: 3 clusters Score -1.201478e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -12014814.000000 Penalty: 13317.630859
	Iteration 41Q: 3 clusters Score -1.201481e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -12014831.000000 Penalty: 13317.630859
	Iteration 42Q: 3 clusters Score -1.201483e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -12014845.000000 Penalty: 13317.630859
	Iteration 43Q: 3 clusters Score -1.201484e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -12014869.000000 Penalty: 13317.630859
	Iteration 44Q: 3 clusters Score -1.201487e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -12014863.000000 Penalty: 13317.630859
	Iteration 45Q: 3 clusters Score -1.201486e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -12014887.000000 Penalty: 13317.630859
	Iteration 46Q: 3 clusters Score -1.201489e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -12014903.000000 Penalty: 13317.630859
	Iteration 47Q: 3 clusters Score -1.20149e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -12014922.000000 Penalty: 13317.630859
	Iteration 48Q: 3 clusters Score -1.201492e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -12014925.000000 Penalty: 13317.630859
	Iteration 49Q: 3 clusters Score -1.201492e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -12014915.000000 Penalty: 13317.630859
	Iteration 50Q: 3 clusters Score -1.201492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -12014919.000000 Penalty: 13317.630859
	Iteration 51Q: 3 clusters Score -1.201492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -12014919.000000 Penalty: 13317.630859
	Iteration 52Q: 3 clusters Score -1.201492e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -12014930.000000 Penalty: 13317.630859
	Iteration 53Q: 3 clusters Score -1.201493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -12014925.000000 Penalty: 13317.630859
	Iteration 54Q: 3 clusters Score -1.201492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -12014942.000000 Penalty: 13317.630859
	Iteration 55Q: 3 clusters Score -1.201494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -12014941.000000 Penalty: 13317.630859
	Iteration 56Q: 3 clusters Score -1.201494e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -12014947.000000 Penalty: 13317.630859
	Iteration 57Q: 3 clusters Score -1.201495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -12014951.000000 Penalty: 13317.630859
	Iteration 58Q: 3 clusters Score -1.201495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -12014964.000000 Penalty: 13317.630859
	Iteration 59Q: 3 clusters Score -1.201496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -12014976.000000 Penalty: 13317.630859
	Iteration 60F: 3 clusters Score -1.201498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -12014986.000000 Penalty: 13317.630859
	Iteration 61Q: 3 clusters Score -1.201499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -12015003.000000 Penalty: 13317.630859
	Iteration 62Q: 3 clusters Score -1.2015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -12014995.000000 Penalty: 13317.630859
	Iteration 63Q: 3 clusters Score -1.2015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -12015002.000000 Penalty: 13317.630859
	Iteration 64Q: 3 clusters Score -1.2015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -12015008.000000 Penalty: 13317.630859
	Iteration 65Q: 3 clusters Score -1.201501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -12015013.000000 Penalty: 13317.630859
	Iteration 66Q: 3 clusters Score -1.201501e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -12015017.000000 Penalty: 13317.630859
	Iteration 67Q: 3 clusters Score -1.201502e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -12015034.000000 Penalty: 13317.630859
	Iteration 68Q: 3 clusters Score -1.201503e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -12015031.000000 Penalty: 13317.630859
	Iteration 69Q: 3 clusters Score -1.201503e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -12015042.000000 Penalty: 13317.630859
	Iteration 70Q: 3 clusters Score -1.201504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -12015040.000000 Penalty: 13317.630859
	Iteration 71Q: 3 clusters Score -1.201504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -12015041.000000 Penalty: 13317.630859
	Iteration 72Q: 3 clusters Score -1.201504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -12015057.000000 Penalty: 13317.630859
	Iteration 73Q: 3 clusters Score -1.201506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -12015062.000000 Penalty: 13317.630859
	Iteration 74Q: 3 clusters Score -1.201506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -12015051.000000 Penalty: 13317.630859
	Iteration 75Q: 3 clusters Score -1.201505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -12015063.000000 Penalty: 13317.630859
	Iteration 76Q: 3 clusters Score -1.201506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -12015070.000000 Penalty: 13317.630859
	Iteration 77Q: 3 clusters Score -1.201507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -12015086.000000 Penalty: 13317.630859
	Iteration 78Q: 3 clusters Score -1.201509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -12015082.000000 Penalty: 13317.630859
	Iteration 79Q: 3 clusters Score -1.201508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -12015082.000000 Penalty: 13317.630859
	Iteration 80F: 3 clusters Score -1.201508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -12015074.000000 Penalty: 13317.630859
	Iteration 81Q: 3 clusters Score -1.201507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -12015092.000000 Penalty: 13317.630859
	Iteration 82Q: 3 clusters Score -1.201509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -12015102.000000 Penalty: 13317.630859
	Iteration 83Q: 3 clusters Score -1.20151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -12015092.000000 Penalty: 13317.630859
	Iteration 84Q: 3 clusters Score -1.201509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -12015094.000000 Penalty: 13317.630859
	Iteration 85Q: 3 clusters Score -1.201509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -12015101.000000 Penalty: 13317.630859
	Iteration 86Q: 3 clusters Score -1.20151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -12015104.000000 Penalty: 13317.630859
	Iteration 87Q: 3 clusters Score -1.20151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -12015114.000000 Penalty: 13317.630859
	Iteration 88Q: 3 clusters Score -1.201511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -12015111.000000 Penalty: 13317.630859
	Iteration 89Q: 3 clusters Score -1.201511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -12015122.000000 Penalty: 13317.630859
	Iteration 90Q: 3 clusters Score -1.201512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -12015106.000000 Penalty: 13317.630859
	Iteration 91Q: 3 clusters Score -1.201511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -12015113.000000 Penalty: 13317.630859
	Iteration 92Q: 3 clusters Score -1.201511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -12015112.000000 Penalty: 13317.630859
	Iteration 93Q: 3 clusters Score -1.201511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -12015114.000000 Penalty: 13317.630859
	Iteration 94Q: 3 clusters Score -1.201511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -12015120.000000 Penalty: 13317.630859
	Iteration 95Q: 3 clusters Score -1.201512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -12015116.000000 Penalty: 13317.630859
	Iteration 96Q: 3 clusters Score -1.201512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -12015121.000000 Penalty: 13317.630859
	Iteration 97Q: 3 clusters Score -1.201512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -12015115.000000 Penalty: 13317.630859
	Iteration 98Q: 3 clusters Score -1.201512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -12015106.000000 Penalty: 13317.630859
	Iteration 99Q: 3 clusters Score -1.201511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -12015106.000000 Penalty: 13317.630859
	Iteration 100F: 3 clusters Score -1.201511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -176942.734375 Penalty: 4144.292480
	Iteration 0F: 2 clusters Score -176942.7 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 420 members 
Entering Unmasked Estep 
Score: -173011.703125 Penalty: 8288.584961
	Iteration 0F: 3 clusters Score -173011.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -173317.843750 Penalty: 8288.584961
	Iteration 1F: 3 clusters Score -173317.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -173409.093750 Penalty: 8288.584961
	Iteration 2Q: 3 clusters Score -173409.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -173441.421875 Penalty: 8288.584961
	Iteration 3Q: 3 clusters Score -173441.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -173461.218750 Penalty: 8288.584961
	Iteration 4Q: 3 clusters Score -173461.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -173475.421875 Penalty: 8288.584961
	Iteration 5Q: 3 clusters Score -173475.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -173479.921875 Penalty: 8288.584961
	Iteration 6Q: 3 clusters Score -173479.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -173492.203125 Penalty: 8288.584961
	Iteration 7Q: 3 clusters Score -173492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -173500.218750 Penalty: 8288.584961
	Iteration 8Q: 3 clusters Score -173500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -173502.453125 Penalty: 8288.584961
	Iteration 9Q: 3 clusters Score -173502.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -173502.453125 Penalty: 8288.584961
	Iteration 10F: 3 clusters Score -173502.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Entering Unmasked Estep 
Score: -5227126.500000 Penalty: 6155.312988
	Iteration 0F: 2 clusters Score -5227126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -5208553.000000 Penalty: 12310.625977
	Iteration 0F: 3 clusters Score -5208553 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -5213811.000000 Penalty: 12310.625977
	Iteration 1F: 3 clusters Score -5213811 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -5214619.000000 Penalty: 12310.625977
	Iteration 2F: 3 clusters Score -5214619 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -5215254.500000 Penalty: 12310.625977
	Iteration 3F: 3 clusters Score -5215254 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -5215929.000000 Penalty: 12310.625977
	Iteration 4Q: 3 clusters Score -5215929 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -5216670.000000 Penalty: 12310.625977
	Iteration 5Q: 3 clusters Score -5216670 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -5217573.000000 Penalty: 12310.625977
	Iteration 6F: 3 clusters Score -5217573 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -5218418.500000 Penalty: 12310.625977
	Iteration 7F: 3 clusters Score -5218418 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -5219136.000000 Penalty: 12310.625977
	Iteration 8Q: 3 clusters Score -5219136 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -5219647.000000 Penalty: 12310.625977
	Iteration 9Q: 3 clusters Score -5219647 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -5220057.500000 Penalty: 12310.625977
	Iteration 10Q: 3 clusters Score -5220058 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -5220431.000000 Penalty: 12310.625977
	Iteration 11Q: 3 clusters Score -5220431 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -5220691.500000 Penalty: 12310.625977
	Iteration 12Q: 3 clusters Score -5220692 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -5220933.500000 Penalty: 12310.625977
	Iteration 13Q: 3 clusters Score -5220934 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -5221220.000000 Penalty: 12310.625977
	Iteration 14Q: 3 clusters Score -5221220 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -5221449.500000 Penalty: 12310.625977
	Iteration 15Q: 3 clusters Score -5221450 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -5221672.500000 Penalty: 12310.625977
	Iteration 16Q: 3 clusters Score -5221672 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -5221872.500000 Penalty: 12310.625977
	Iteration 17Q: 3 clusters Score -5221872 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -5222057.500000 Penalty: 12310.625977
	Iteration 18Q: 3 clusters Score -5222058 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -5222187.000000 Penalty: 12310.625977
	Iteration 19Q: 3 clusters Score -5222187 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -5222359.000000 Penalty: 12310.625977
	Iteration 20F: 3 clusters Score -5222359 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -5222505.500000 Penalty: 12310.625977
	Iteration 21Q: 3 clusters Score -5222506 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -5222639.500000 Penalty: 12310.625977
	Iteration 22Q: 3 clusters Score -5222640 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -5222755.000000 Penalty: 12310.625977
	Iteration 23Q: 3 clusters Score -5222755 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -5222874.000000 Penalty: 12310.625977
	Iteration 24Q: 3 clusters Score -5222874 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -5222990.000000 Penalty: 12310.625977
	Iteration 25Q: 3 clusters Score -5222990 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -5223102.000000 Penalty: 12310.625977
	Iteration 26Q: 3 clusters Score -5223102 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -5223180.000000 Penalty: 12310.625977
	Iteration 27Q: 3 clusters Score -5223180 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -5223222.000000 Penalty: 12310.625977
	Iteration 28Q: 3 clusters Score -5223222 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -5223280.000000 Penalty: 12310.625977
	Iteration 29Q: 3 clusters Score -5223280 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -5223313.000000 Penalty: 12310.625977
	Iteration 30Q: 3 clusters Score -5223313 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -5223352.500000 Penalty: 12310.625977
	Iteration 31Q: 3 clusters Score -5223352 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -5223383.000000 Penalty: 12310.625977
	Iteration 32Q: 3 clusters Score -5223383 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -5223417.000000 Penalty: 12310.625977
	Iteration 33Q: 3 clusters Score -5223417 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -5223460.500000 Penalty: 12310.625977
	Iteration 34Q: 3 clusters Score -5223460 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -5223472.500000 Penalty: 12310.625977
	Iteration 35Q: 3 clusters Score -5223472 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -5223518.000000 Penalty: 12310.625977
	Iteration 36Q: 3 clusters Score -5223518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -5223547.000000 Penalty: 12310.625977
	Iteration 37Q: 3 clusters Score -5223547 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -5223576.000000 Penalty: 12310.625977
	Iteration 38Q: 3 clusters Score -5223576 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -5223617.500000 Penalty: 12310.625977
	Iteration 39Q: 3 clusters Score -5223618 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -5223640.500000 Penalty: 12310.625977
	Iteration 40F: 3 clusters Score -5223640 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -5223664.000000 Penalty: 12310.625977
	Iteration 41Q: 3 clusters Score -5223664 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -5223698.000000 Penalty: 12310.625977
	Iteration 42Q: 3 clusters Score -5223698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -5223704.000000 Penalty: 12310.625977
	Iteration 43Q: 3 clusters Score -5223704 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -5223724.000000 Penalty: 12310.625977
	Iteration 44Q: 3 clusters Score -5223724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -5223732.000000 Penalty: 12310.625977
	Iteration 45Q: 3 clusters Score -5223732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -5223728.000000 Penalty: 12310.625977
	Iteration 46Q: 3 clusters Score -5223728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -5223737.500000 Penalty: 12310.625977
	Iteration 47Q: 3 clusters Score -5223738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -5223729.500000 Penalty: 12310.625977
	Iteration 48Q: 3 clusters Score -5223730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -5223736.500000 Penalty: 12310.625977
	Iteration 49Q: 3 clusters Score -5223736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -5223747.000000 Penalty: 12310.625977
	Iteration 50Q: 3 clusters Score -5223747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -5223748.000000 Penalty: 12310.625977
	Iteration 51Q: 3 clusters Score -5223748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -5223747.000000 Penalty: 12310.625977
	Iteration 52Q: 3 clusters Score -5223747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -5223747.000000 Penalty: 12310.625977
	Iteration 53F: 3 clusters Score -5223747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (124014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124014 members 
Entering Unmasked Estep 
Score: -28443156.000000 Penalty: 7183.491699
	Iteration 0F: 2 clusters Score -2.844316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
Score: -28359614.000000 Penalty: 14366.983398
	Iteration 0F: 3 clusters Score -2.835961e+07 nChanged 57018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -28392322.000000 Penalty: 14366.983398
	Iteration 1F: 3 clusters Score -2.839232e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 63891 members 
Entering Unmasked Estep 
Score: -28395130.000000 Penalty: 14366.983398
	Iteration 2Q: 3 clusters Score -2.839513e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 64945 members 
Entering Unmasked Estep 
Score: -28398968.000000 Penalty: 14366.983398
	Iteration 3F: 3 clusters Score -2.839897e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -28402998.000000 Penalty: 14366.983398
	Iteration 4F: 3 clusters Score -2.8403e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -28407090.000000 Penalty: 14366.983398
	Iteration 5F: 3 clusters Score -2.840709e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 70827 members 
Entering Unmasked Estep 
Score: -28411026.000000 Penalty: 14366.983398
	Iteration 6F: 3 clusters Score -2.841103e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 73876 members 
Entering Unmasked Estep 
Score: -28414728.000000 Penalty: 14366.983398
	Iteration 7F: 3 clusters Score -2.841473e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -28418318.000000 Penalty: 14366.983398
	Iteration 8F: 3 clusters Score -2.841832e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 81421 members 
Entering Unmasked Estep 
Score: -28421734.000000 Penalty: 14366.983398
	Iteration 9Q: 3 clusters Score -2.842173e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 85601 members 
Entering Unmasked Estep 
Score: -28425056.000000 Penalty: 14366.983398
	Iteration 10Q: 3 clusters Score -2.842506e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 89472 members 
Entering Unmasked Estep 
Score: -28427726.000000 Penalty: 14366.983398
	Iteration 11Q: 3 clusters Score -2.842773e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -28429892.000000 Penalty: 14366.983398
	Iteration 12Q: 3 clusters Score -2.842989e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 96209 members 
Entering Unmasked Estep 
Score: -28431658.000000 Penalty: 14366.983398
	Iteration 13Q: 3 clusters Score -2.843166e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -28433292.000000 Penalty: 14366.983398
	Iteration 14Q: 3 clusters Score -2.843329e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -28434526.000000 Penalty: 14366.983398
	Iteration 15Q: 3 clusters Score -2.843453e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 104031 members 
Entering Unmasked Estep 
Score: -28435516.000000 Penalty: 14366.983398
	Iteration 16Q: 3 clusters Score -2.843552e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -28436622.000000 Penalty: 14366.983398
	Iteration 17Q: 3 clusters Score -2.843662e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 108293 members 
Entering Unmasked Estep 
Score: -28437534.000000 Penalty: 14366.983398
	Iteration 18Q: 3 clusters Score -2.843753e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 110012 members 
Entering Unmasked Estep 
Score: -28438296.000000 Penalty: 14366.983398
	Iteration 19Q: 3 clusters Score -2.84383e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 111475 members 
Entering Unmasked Estep 
Score: -28438852.000000 Penalty: 14366.983398
	Iteration 20F: 3 clusters Score -2.843885e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 112629 members 
Entering Unmasked Estep 
Score: -28439342.000000 Penalty: 14366.983398
	Iteration 21Q: 3 clusters Score -2.843934e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 113612 members 
Entering Unmasked Estep 
Score: -28439726.000000 Penalty: 14366.983398
	Iteration 22Q: 3 clusters Score -2.843973e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 114436 members 
Entering Unmasked Estep 
Score: -28440224.000000 Penalty: 14366.983398
	Iteration 23Q: 3 clusters Score -2.844022e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 115087 members 
Entering Unmasked Estep 
Score: -28440680.000000 Penalty: 14366.983398
	Iteration 24Q: 3 clusters Score -2.844068e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 115584 members 
Entering Unmasked Estep 
Score: -28440920.000000 Penalty: 14366.983398
	Iteration 25Q: 3 clusters Score -2.844092e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 115970 members 
Entering Unmasked Estep 
Score: -28440986.000000 Penalty: 14366.983398
	Iteration 26Q: 3 clusters Score -2.844099e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 116276 members 
Entering Unmasked Estep 
Score: -28440970.000000 Penalty: 14366.983398
	Iteration 27Q: 3 clusters Score -2.844097e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 116535 members 
Entering Unmasked Estep 
Score: -28440992.000000 Penalty: 14366.983398
	Iteration 28Q: 3 clusters Score -2.844099e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 116705 members 
Entering Unmasked Estep 
Score: -28441064.000000 Penalty: 14366.983398
	Iteration 29Q: 3 clusters Score -2.844106e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 116859 members 
Entering Unmasked Estep 
Score: -28441078.000000 Penalty: 14366.983398
	Iteration 30Q: 3 clusters Score -2.844108e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 116997 members 
Entering Unmasked Estep 
Score: -28441094.000000 Penalty: 14366.983398
	Iteration 31Q: 3 clusters Score -2.844109e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 117136 members 
Entering Unmasked Estep 
Score: -28441110.000000 Penalty: 14366.983398
	Iteration 32Q: 3 clusters Score -2.844111e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 117244 members 
Entering Unmasked Estep 
Score: -28441170.000000 Penalty: 14366.983398
	Iteration 33Q: 3 clusters Score -2.844117e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 117348 members 
Entering Unmasked Estep 
Score: -28441218.000000 Penalty: 14366.983398
	Iteration 34Q: 3 clusters Score -2.844122e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 117448 members 
Entering Unmasked Estep 
Score: -28441158.000000 Penalty: 14366.983398
	Iteration 35Q: 3 clusters Score -2.844116e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 117528 members 
Entering Unmasked Estep 
Score: -28441192.000000 Penalty: 14366.983398
	Iteration 36Q: 3 clusters Score -2.844119e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 117609 members 
Entering Unmasked Estep 
Score: -28441186.000000 Penalty: 14366.983398
	Iteration 37Q: 3 clusters Score -2.844119e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 117695 members 
Entering Unmasked Estep 
Score: -28441264.000000 Penalty: 14366.983398
	Iteration 38Q: 3 clusters Score -2.844126e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 117769 members 
Entering Unmasked Estep 
Score: -28441280.000000 Penalty: 14366.983398
	Iteration 39Q: 3 clusters Score -2.844128e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 117844 members 
Entering Unmasked Estep 
Score: -28441290.000000 Penalty: 14366.983398
	Iteration 40F: 3 clusters Score -2.844129e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 117900 members 
Entering Unmasked Estep 
Score: -28441312.000000 Penalty: 14366.983398
	Iteration 41Q: 3 clusters Score -2.844131e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 117945 members 
Entering Unmasked Estep 
Score: -28441338.000000 Penalty: 14366.983398
	Iteration 42Q: 3 clusters Score -2.844134e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 117990 members 
Entering Unmasked Estep 
Score: -28441350.000000 Penalty: 14366.983398
	Iteration 43Q: 3 clusters Score -2.844135e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 118035 members 
Entering Unmasked Estep 
Score: -28441342.000000 Penalty: 14366.983398
	Iteration 44Q: 3 clusters Score -2.844134e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 118062 members 
Entering Unmasked Estep 
Score: -28441340.000000 Penalty: 14366.983398
	Iteration 45Q: 3 clusters Score -2.844134e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 118085 members 
Entering Unmasked Estep 
Score: -28441354.000000 Penalty: 14366.983398
	Iteration 46Q: 3 clusters Score -2.844135e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 118100 members 
Entering Unmasked Estep 
Score: -28441326.000000 Penalty: 14366.983398
	Iteration 47Q: 3 clusters Score -2.844133e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 118115 members 
Entering Unmasked Estep 
Score: -28441308.000000 Penalty: 14366.983398
	Iteration 48Q: 3 clusters Score -2.844131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 118126 members 
Entering Unmasked Estep 
Score: -28441312.000000 Penalty: 14366.983398
	Iteration 49Q: 3 clusters Score -2.844131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 118131 members 
Entering Unmasked Estep 
Score: -28441310.000000 Penalty: 14366.983398
	Iteration 50Q: 3 clusters Score -2.844131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 118139 members 
Entering Unmasked Estep 
Score: -28441318.000000 Penalty: 14366.983398
	Iteration 51Q: 3 clusters Score -2.844132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 118149 members 
Entering Unmasked Estep 
Score: -28441314.000000 Penalty: 14366.983398
	Iteration 52Q: 3 clusters Score -2.844131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 118162 members 
Entering Unmasked Estep 
Score: -28441324.000000 Penalty: 14366.983398
	Iteration 53Q: 3 clusters Score -2.844132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 118167 members 
Entering Unmasked Estep 
Score: -28441314.000000 Penalty: 14366.983398
	Iteration 54Q: 3 clusters Score -2.844131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 118168 members 
Entering Unmasked Estep 
Score: -28441332.000000 Penalty: 14366.983398
	Iteration 55Q: 3 clusters Score -2.844133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 118172 members 
Entering Unmasked Estep 
Score: -28441320.000000 Penalty: 14366.983398
	Iteration 56Q: 3 clusters Score -2.844132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 118175 members 
Entering Unmasked Estep 
Score: -28441354.000000 Penalty: 14366.983398
	Iteration 57Q: 3 clusters Score -2.844135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 118180 members 
Entering Unmasked Estep 
Score: -28441336.000000 Penalty: 14366.983398
	Iteration 58Q: 3 clusters Score -2.844134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 118183 members 
Entering Unmasked Estep 
Score: -28441356.000000 Penalty: 14366.983398
	Iteration 59Q: 3 clusters Score -2.844136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 118180 members 
Entering Unmasked Estep 
Score: -28441340.000000 Penalty: 14366.983398
	Iteration 60F: 3 clusters Score -2.844134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 118178 members 
Entering Unmasked Estep 
Score: -28441330.000000 Penalty: 14366.983398
	Iteration 61Q: 3 clusters Score -2.844133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 118178 members 
Entering Unmasked Estep 
Score: -28441330.000000 Penalty: 14366.983398
	Iteration 62F: 3 clusters Score -2.844133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Entering Unmasked Estep 
Score: -1862557.875000 Penalty: 5521.498047
	Iteration 0F: 2 clusters Score -1862558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1853486.625000 Penalty: 11042.996094
	Iteration 0F: 3 clusters Score -1853487 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1855270.625000 Penalty: 11042.996094
	Iteration 1F: 3 clusters Score -1855271 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1855609.625000 Penalty: 11042.996094
	Iteration 2F: 3 clusters Score -1855610 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1855800.375000 Penalty: 11042.996094
	Iteration 3Q: 3 clusters Score -1855800 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1855913.875000 Penalty: 11042.996094
	Iteration 4Q: 3 clusters Score -1855914 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1855976.750000 Penalty: 11042.996094
	Iteration 5Q: 3 clusters Score -1855977 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1856010.500000 Penalty: 11042.996094
	Iteration 6Q: 3 clusters Score -1856010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1856045.000000 Penalty: 11042.996094
	Iteration 7Q: 3 clusters Score -1856045 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1856067.500000 Penalty: 11042.996094
	Iteration 8Q: 3 clusters Score -1856068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1856091.375000 Penalty: 11042.996094
	Iteration 9Q: 3 clusters Score -1856091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1856109.125000 Penalty: 11042.996094
	Iteration 10Q: 3 clusters Score -1856109 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1856131.875000 Penalty: 11042.996094
	Iteration 11Q: 3 clusters Score -1856132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1856146.500000 Penalty: 11042.996094
	Iteration 12Q: 3 clusters Score -1856146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1856169.125000 Penalty: 11042.996094
	Iteration 13Q: 3 clusters Score -1856169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1856178.625000 Penalty: 11042.996094
	Iteration 14Q: 3 clusters Score -1856179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1856185.125000 Penalty: 11042.996094
	Iteration 15Q: 3 clusters Score -1856185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1856191.875000 Penalty: 11042.996094
	Iteration 16Q: 3 clusters Score -1856192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1856202.125000 Penalty: 11042.996094
	Iteration 17Q: 3 clusters Score -1856202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1856217.125000 Penalty: 11042.996094
	Iteration 18Q: 3 clusters Score -1856217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1856224.500000 Penalty: 11042.996094
	Iteration 19Q: 3 clusters Score -1856224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1856238.375000 Penalty: 11042.996094
	Iteration 20F: 3 clusters Score -1856238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1856248.000000 Penalty: 11042.996094
	Iteration 21Q: 3 clusters Score -1856248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1856254.125000 Penalty: 11042.996094
	Iteration 22Q: 3 clusters Score -1856254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1856263.000000 Penalty: 11042.996094
	Iteration 23Q: 3 clusters Score -1856263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1856269.875000 Penalty: 11042.996094
	Iteration 24Q: 3 clusters Score -1856270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1856274.625000 Penalty: 11042.996094
	Iteration 25Q: 3 clusters Score -1856275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1856281.750000 Penalty: 11042.996094
	Iteration 26Q: 3 clusters Score -1856282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1856280.250000 Penalty: 11042.996094
	Iteration 27Q: 3 clusters Score -1856280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1856283.250000 Penalty: 11042.996094
	Iteration 28Q: 3 clusters Score -1856283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1856284.750000 Penalty: 11042.996094
	Iteration 29Q: 3 clusters Score -1856285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1856285.875000 Penalty: 11042.996094
	Iteration 30Q: 3 clusters Score -1856286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1856292.375000 Penalty: 11042.996094
	Iteration 31Q: 3 clusters Score -1856292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1856295.375000 Penalty: 11042.996094
	Iteration 32Q: 3 clusters Score -1856295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1856301.375000 Penalty: 11042.996094
	Iteration 33Q: 3 clusters Score -1856301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1856300.750000 Penalty: 11042.996094
	Iteration 34Q: 3 clusters Score -1856301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1856306.000000 Penalty: 11042.996094
	Iteration 35Q: 3 clusters Score -1856306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1856307.750000 Penalty: 11042.996094
	Iteration 36Q: 3 clusters Score -1856308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1856309.875000 Penalty: 11042.996094
	Iteration 37Q: 3 clusters Score -1856310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1856308.625000 Penalty: 11042.996094
	Iteration 38Q: 3 clusters Score -1856309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1856315.625000 Penalty: 11042.996094
	Iteration 39Q: 3 clusters Score -1856316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1856314.500000 Penalty: 11042.996094
	Iteration 40F: 3 clusters Score -1856314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1856318.750000 Penalty: 11042.996094
	Iteration 41Q: 3 clusters Score -1856319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1856320.750000 Penalty: 11042.996094
	Iteration 42Q: 3 clusters Score -1856321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1856325.250000 Penalty: 11042.996094
	Iteration 43Q: 3 clusters Score -1856325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1856326.500000 Penalty: 11042.996094
	Iteration 44Q: 3 clusters Score -1856326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1856330.375000 Penalty: 11042.996094
	Iteration 45Q: 3 clusters Score -1856330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1856330.250000 Penalty: 11042.996094
	Iteration 46Q: 3 clusters Score -1856330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1856332.000000 Penalty: 11042.996094
	Iteration 47Q: 3 clusters Score -1856332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1856331.375000 Penalty: 11042.996094
	Iteration 48Q: 3 clusters Score -1856331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1856330.125000 Penalty: 11042.996094
	Iteration 49Q: 3 clusters Score -1856330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1856328.875000 Penalty: 11042.996094
	Iteration 50Q: 3 clusters Score -1856329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1856332.250000 Penalty: 11042.996094
	Iteration 51Q: 3 clusters Score -1856332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1856333.375000 Penalty: 11042.996094
	Iteration 52Q: 3 clusters Score -1856333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1856333.625000 Penalty: 11042.996094
	Iteration 53Q: 3 clusters Score -1856334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1856340.125000 Penalty: 11042.996094
	Iteration 54Q: 3 clusters Score -1856340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1856334.375000 Penalty: 11042.996094
	Iteration 55Q: 3 clusters Score -1856334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1856337.250000 Penalty: 11042.996094
	Iteration 56Q: 3 clusters Score -1856337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1856339.625000 Penalty: 11042.996094
	Iteration 57Q: 3 clusters Score -1856340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1856339.625000 Penalty: 11042.996094
	Iteration 58F: 3 clusters Score -1856340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Entering Unmasked Estep 
Score: -1890195.250000 Penalty: 5537.597168
	Iteration 0F: 2 clusters Score -1890195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1880931.000000 Penalty: 11075.194336
	Iteration 0F: 3 clusters Score -1880931 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1882813.750000 Penalty: 11075.194336
	Iteration 1F: 3 clusters Score -1882814 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1883243.625000 Penalty: 11075.194336
	Iteration 2F: 3 clusters Score -1883244 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1883461.250000 Penalty: 11075.194336
	Iteration 3Q: 3 clusters Score -1883461 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1883591.000000 Penalty: 11075.194336
	Iteration 4Q: 3 clusters Score -1883591 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1883687.750000 Penalty: 11075.194336
	Iteration 5Q: 3 clusters Score -1883688 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1883764.250000 Penalty: 11075.194336
	Iteration 6Q: 3 clusters Score -1883764 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1883815.125000 Penalty: 11075.194336
	Iteration 7Q: 3 clusters Score -1883815 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1883856.500000 Penalty: 11075.194336
	Iteration 8Q: 3 clusters Score -1883856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1883882.125000 Penalty: 11075.194336
	Iteration 9Q: 3 clusters Score -1883882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1883907.625000 Penalty: 11075.194336
	Iteration 10Q: 3 clusters Score -1883908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1883927.000000 Penalty: 11075.194336
	Iteration 11Q: 3 clusters Score -1883927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1883934.000000 Penalty: 11075.194336
	Iteration 12Q: 3 clusters Score -1883934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1883941.625000 Penalty: 11075.194336
	Iteration 13Q: 3 clusters Score -1883942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1883955.000000 Penalty: 11075.194336
	Iteration 14Q: 3 clusters Score -1883955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1883973.000000 Penalty: 11075.194336
	Iteration 15Q: 3 clusters Score -1883973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1883978.500000 Penalty: 11075.194336
	Iteration 16Q: 3 clusters Score -1883978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1883997.125000 Penalty: 11075.194336
	Iteration 17Q: 3 clusters Score -1883997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1884008.500000 Penalty: 11075.194336
	Iteration 18Q: 3 clusters Score -1884008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1884017.375000 Penalty: 11075.194336
	Iteration 19Q: 3 clusters Score -1884017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1884021.125000 Penalty: 11075.194336
	Iteration 20F: 3 clusters Score -1884021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1884029.750000 Penalty: 11075.194336
	Iteration 21Q: 3 clusters Score -1884030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1884034.875000 Penalty: 11075.194336
	Iteration 22Q: 3 clusters Score -1884035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1884044.000000 Penalty: 11075.194336
	Iteration 23Q: 3 clusters Score -1884044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1884052.500000 Penalty: 11075.194336
	Iteration 24Q: 3 clusters Score -1884052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1884060.125000 Penalty: 11075.194336
	Iteration 25Q: 3 clusters Score -1884060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1884069.625000 Penalty: 11075.194336
	Iteration 26Q: 3 clusters Score -1884070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1884074.375000 Penalty: 11075.194336
	Iteration 27Q: 3 clusters Score -1884074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1884080.625000 Penalty: 11075.194336
	Iteration 28Q: 3 clusters Score -1884081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1884086.375000 Penalty: 11075.194336
	Iteration 29Q: 3 clusters Score -1884086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1884095.250000 Penalty: 11075.194336
	Iteration 30Q: 3 clusters Score -1884095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1884095.375000 Penalty: 11075.194336
	Iteration 31Q: 3 clusters Score -1884095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1884095.375000 Penalty: 11075.194336
	Iteration 32Q: 3 clusters Score -1884095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1884101.125000 Penalty: 11075.194336
	Iteration 33Q: 3 clusters Score -1884101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1884105.125000 Penalty: 11075.194336
	Iteration 34Q: 3 clusters Score -1884105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1884102.000000 Penalty: 11075.194336
	Iteration 35Q: 3 clusters Score -1884102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1884103.250000 Penalty: 11075.194336
	Iteration 36Q: 3 clusters Score -1884103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1884104.625000 Penalty: 11075.194336
	Iteration 37Q: 3 clusters Score -1884105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1884103.625000 Penalty: 11075.194336
	Iteration 38Q: 3 clusters Score -1884104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1884104.750000 Penalty: 11075.194336
	Iteration 39Q: 3 clusters Score -1884105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1884104.750000 Penalty: 11075.194336
	Iteration 40F: 3 clusters Score -1884105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Entering Unmasked Estep 
Score: -2562343.000000 Penalty: 5746.023926
	Iteration 0F: 2 clusters Score -2562343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2551029.250000 Penalty: 11492.047852
	Iteration 0F: 3 clusters Score -2551029 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2553937.500000 Penalty: 11492.047852
	Iteration 1F: 3 clusters Score -2553938 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2554880.500000 Penalty: 11492.047852
	Iteration 2F: 3 clusters Score -2554880 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2555493.750000 Penalty: 11492.047852
	Iteration 3F: 3 clusters Score -2555494 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2555975.750000 Penalty: 11492.047852
	Iteration 4F: 3 clusters Score -2555976 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2556466.250000 Penalty: 11492.047852
	Iteration 5Q: 3 clusters Score -2556466 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2556942.500000 Penalty: 11492.047852
	Iteration 6Q: 3 clusters Score -2556942 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2557332.500000 Penalty: 11492.047852
	Iteration 7Q: 3 clusters Score -2557332 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2557655.500000 Penalty: 11492.047852
	Iteration 8Q: 3 clusters Score -2557656 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2557942.500000 Penalty: 11492.047852
	Iteration 9Q: 3 clusters Score -2557942 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2558149.250000 Penalty: 11492.047852
	Iteration 10Q: 3 clusters Score -2558149 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2558306.500000 Penalty: 11492.047852
	Iteration 11Q: 3 clusters Score -2558306 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2558452.000000 Penalty: 11492.047852
	Iteration 12Q: 3 clusters Score -2558452 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2558559.000000 Penalty: 11492.047852
	Iteration 13Q: 3 clusters Score -2558559 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2558655.500000 Penalty: 11492.047852
	Iteration 14Q: 3 clusters Score -2558656 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2558742.500000 Penalty: 11492.047852
	Iteration 15Q: 3 clusters Score -2558742 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2558842.500000 Penalty: 11492.047852
	Iteration 16Q: 3 clusters Score -2558842 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2558907.500000 Penalty: 11492.047852
	Iteration 17Q: 3 clusters Score -2558908 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2558985.500000 Penalty: 11492.047852
	Iteration 18Q: 3 clusters Score -2558986 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2559042.250000 Penalty: 11492.047852
	Iteration 19Q: 3 clusters Score -2559042 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2559125.500000 Penalty: 11492.047852
	Iteration 20F: 3 clusters Score -2559126 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2559182.500000 Penalty: 11492.047852
	Iteration 21Q: 3 clusters Score -2559182 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2559234.250000 Penalty: 11492.047852
	Iteration 22Q: 3 clusters Score -2559234 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2559284.250000 Penalty: 11492.047852
	Iteration 23Q: 3 clusters Score -2559284 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2559340.750000 Penalty: 11492.047852
	Iteration 24Q: 3 clusters Score -2559341 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2559386.750000 Penalty: 11492.047852
	Iteration 25Q: 3 clusters Score -2559387 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2559451.750000 Penalty: 11492.047852
	Iteration 26Q: 3 clusters Score -2559452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2559527.750000 Penalty: 11492.047852
	Iteration 27Q: 3 clusters Score -2559528 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2559588.250000 Penalty: 11492.047852
	Iteration 28Q: 3 clusters Score -2559588 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2559654.500000 Penalty: 11492.047852
	Iteration 29Q: 3 clusters Score -2559654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2559704.750000 Penalty: 11492.047852
	Iteration 30Q: 3 clusters Score -2559705 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2559758.250000 Penalty: 11492.047852
	Iteration 31Q: 3 clusters Score -2559758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2559790.750000 Penalty: 11492.047852
	Iteration 32Q: 3 clusters Score -2559791 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2559845.750000 Penalty: 11492.047852
	Iteration 33Q: 3 clusters Score -2559846 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2559888.250000 Penalty: 11492.047852
	Iteration 34Q: 3 clusters Score -2559888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2559923.750000 Penalty: 11492.047852
	Iteration 35Q: 3 clusters Score -2559924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2559944.750000 Penalty: 11492.047852
	Iteration 36Q: 3 clusters Score -2559945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2559963.000000 Penalty: 11492.047852
	Iteration 37Q: 3 clusters Score -2559963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2559975.000000 Penalty: 11492.047852
	Iteration 38Q: 3 clusters Score -2559975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2559992.000000 Penalty: 11492.047852
	Iteration 39Q: 3 clusters Score -2559992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2560011.500000 Penalty: 11492.047852
	Iteration 40F: 3 clusters Score -2560012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2560024.250000 Penalty: 11492.047852
	Iteration 41Q: 3 clusters Score -2560024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2560033.250000 Penalty: 11492.047852
	Iteration 42Q: 3 clusters Score -2560033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2560044.250000 Penalty: 11492.047852
	Iteration 43Q: 3 clusters Score -2560044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2560051.250000 Penalty: 11492.047852
	Iteration 44Q: 3 clusters Score -2560051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2560056.250000 Penalty: 11492.047852
	Iteration 45Q: 3 clusters Score -2560056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2560052.750000 Penalty: 11492.047852
	Iteration 46Q: 3 clusters Score -2560053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2560061.750000 Penalty: 11492.047852
	Iteration 47Q: 3 clusters Score -2560062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2560061.250000 Penalty: 11492.047852
	Iteration 48Q: 3 clusters Score -2560061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2560067.750000 Penalty: 11492.047852
	Iteration 49Q: 3 clusters Score -2560068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2560070.750000 Penalty: 11492.047852
	Iteration 50Q: 3 clusters Score -2560071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2560077.750000 Penalty: 11492.047852
	Iteration 51Q: 3 clusters Score -2560078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2560079.500000 Penalty: 11492.047852
	Iteration 52Q: 3 clusters Score -2560080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2560082.250000 Penalty: 11492.047852
	Iteration 53Q: 3 clusters Score -2560082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2560080.750000 Penalty: 11492.047852
	Iteration 54Q: 3 clusters Score -2560081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2560095.500000 Penalty: 11492.047852
	Iteration 55Q: 3 clusters Score -2560096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2560103.500000 Penalty: 11492.047852
	Iteration 56Q: 3 clusters Score -2560104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2560105.000000 Penalty: 11492.047852
	Iteration 57Q: 3 clusters Score -2560105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2560117.750000 Penalty: 11492.047852
	Iteration 58Q: 3 clusters Score -2560118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2560133.250000 Penalty: 11492.047852
	Iteration 59Q: 3 clusters Score -2560133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2560143.000000 Penalty: 11492.047852
	Iteration 60F: 3 clusters Score -2560143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2560168.250000 Penalty: 11492.047852
	Iteration 61Q: 3 clusters Score -2560168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2560186.500000 Penalty: 11492.047852
	Iteration 62Q: 3 clusters Score -2560186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2560208.500000 Penalty: 11492.047852
	Iteration 63Q: 3 clusters Score -2560208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2560221.000000 Penalty: 11492.047852
	Iteration 64Q: 3 clusters Score -2560221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2560238.750000 Penalty: 11492.047852
	Iteration 65Q: 3 clusters Score -2560239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2560256.500000 Penalty: 11492.047852
	Iteration 66Q: 3 clusters Score -2560256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2560276.000000 Penalty: 11492.047852
	Iteration 67Q: 3 clusters Score -2560276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2560296.250000 Penalty: 11492.047852
	Iteration 68Q: 3 clusters Score -2560296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2560306.000000 Penalty: 11492.047852
	Iteration 69Q: 3 clusters Score -2560306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2560311.250000 Penalty: 11492.047852
	Iteration 70Q: 3 clusters Score -2560311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2560319.500000 Penalty: 11492.047852
	Iteration 71Q: 3 clusters Score -2560320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2560325.000000 Penalty: 11492.047852
	Iteration 72Q: 3 clusters Score -2560325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2560341.500000 Penalty: 11492.047852
	Iteration 73Q: 3 clusters Score -2560342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2560365.000000 Penalty: 11492.047852
	Iteration 74Q: 3 clusters Score -2560365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2560375.750000 Penalty: 11492.047852
	Iteration 75Q: 3 clusters Score -2560376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2560386.750000 Penalty: 11492.047852
	Iteration 76Q: 3 clusters Score -2560387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2560395.500000 Penalty: 11492.047852
	Iteration 77Q: 3 clusters Score -2560396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2560401.750000 Penalty: 11492.047852
	Iteration 78Q: 3 clusters Score -2560402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2560405.000000 Penalty: 11492.047852
	Iteration 79Q: 3 clusters Score -2560405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2560404.000000 Penalty: 11492.047852
	Iteration 80F: 3 clusters Score -2560404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2560407.750000 Penalty: 11492.047852
	Iteration 81Q: 3 clusters Score -2560408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2560415.750000 Penalty: 11492.047852
	Iteration 82Q: 3 clusters Score -2560416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2560412.500000 Penalty: 11492.047852
	Iteration 83Q: 3 clusters Score -2560412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2560424.250000 Penalty: 11492.047852
	Iteration 84Q: 3 clusters Score -2560424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2560431.750000 Penalty: 11492.047852
	Iteration 85Q: 3 clusters Score -2560432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2560433.500000 Penalty: 11492.047852
	Iteration 86Q: 3 clusters Score -2560434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2560435.000000 Penalty: 11492.047852
	Iteration 87Q: 3 clusters Score -2560435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2560438.000000 Penalty: 11492.047852
	Iteration 88Q: 3 clusters Score -2560438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2560436.500000 Penalty: 11492.047852
	Iteration 89Q: 3 clusters Score -2560436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2560436.500000 Penalty: 11492.047852
	Iteration 90F: 3 clusters Score -2560436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Entering Unmasked Estep 
Score: -8744731.000000 Penalty: 6465.833496
	Iteration 0F: 2 clusters Score -8744731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -8716545.000000 Penalty: 12931.666992
	Iteration 0F: 3 clusters Score -8716545 nChanged 16546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -8725207.000000 Penalty: 12931.666992
	Iteration 1F: 3 clusters Score -8725207 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -8726195.000000 Penalty: 12931.666992
	Iteration 2F: 3 clusters Score -8726195 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -8727010.000000 Penalty: 12931.666992
	Iteration 3F: 3 clusters Score -8727010 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -8728004.000000 Penalty: 12931.666992
	Iteration 4Q: 3 clusters Score -8728004 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -8729087.000000 Penalty: 12931.666992
	Iteration 5Q: 3 clusters Score -8729087 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -8730360.000000 Penalty: 12931.666992
	Iteration 6F: 3 clusters Score -8730360 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -8731835.000000 Penalty: 12931.666992
	Iteration 7F: 3 clusters Score -8731835 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -8733066.000000 Penalty: 12931.666992
	Iteration 8F: 3 clusters Score -8733066 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -8734026.000000 Penalty: 12931.666992
	Iteration 9F: 3 clusters Score -8734026 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -8734764.000000 Penalty: 12931.666992
	Iteration 10Q: 3 clusters Score -8734764 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -8735090.000000 Penalty: 12931.666992
	Iteration 11Q: 3 clusters Score -8735090 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -8735418.000000 Penalty: 12931.666992
	Iteration 12Q: 3 clusters Score -8735418 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -8735660.000000 Penalty: 12931.666992
	Iteration 13Q: 3 clusters Score -8735660 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -8735824.000000 Penalty: 12931.666992
	Iteration 14Q: 3 clusters Score -8735824 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -8735994.000000 Penalty: 12931.666992
	Iteration 15Q: 3 clusters Score -8735994 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -8736127.000000 Penalty: 12931.666992
	Iteration 16Q: 3 clusters Score -8736127 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -8736286.000000 Penalty: 12931.666992
	Iteration 17Q: 3 clusters Score -8736286 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -8736395.000000 Penalty: 12931.666992
	Iteration 18Q: 3 clusters Score -8736395 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -8736499.000000 Penalty: 12931.666992
	Iteration 19Q: 3 clusters Score -8736499 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -8736571.000000 Penalty: 12931.666992
	Iteration 20F: 3 clusters Score -8736571 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -8736716.000000 Penalty: 12931.666992
	Iteration 21Q: 3 clusters Score -8736716 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -8736830.000000 Penalty: 12931.666992
	Iteration 22Q: 3 clusters Score -8736830 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -8736953.000000 Penalty: 12931.666992
	Iteration 23Q: 3 clusters Score -8736953 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -8737164.000000 Penalty: 12931.666992
	Iteration 24Q: 3 clusters Score -8737164 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -8737279.000000 Penalty: 12931.666992
	Iteration 25Q: 3 clusters Score -8737279 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -8737464.000000 Penalty: 12931.666992
	Iteration 26Q: 3 clusters Score -8737464 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -8737624.000000 Penalty: 12931.666992
	Iteration 27Q: 3 clusters Score -8737624 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -8737777.000000 Penalty: 12931.666992
	Iteration 28Q: 3 clusters Score -8737777 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -8737938.000000 Penalty: 12931.666992
	Iteration 29Q: 3 clusters Score -8737938 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -8738043.000000 Penalty: 12931.666992
	Iteration 30Q: 3 clusters Score -8738043 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -8738144.000000 Penalty: 12931.666992
	Iteration 31Q: 3 clusters Score -8738144 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -8738201.000000 Penalty: 12931.666992
	Iteration 32Q: 3 clusters Score -8738201 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -8738283.000000 Penalty: 12931.666992
	Iteration 33Q: 3 clusters Score -8738283 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -8738346.000000 Penalty: 12931.666992
	Iteration 34Q: 3 clusters Score -8738346 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -8738427.000000 Penalty: 12931.666992
	Iteration 35Q: 3 clusters Score -8738427 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -8738517.000000 Penalty: 12931.666992
	Iteration 36Q: 3 clusters Score -8738517 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -8738550.000000 Penalty: 12931.666992
	Iteration 37Q: 3 clusters Score -8738550 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -8738629.000000 Penalty: 12931.666992
	Iteration 38Q: 3 clusters Score -8738629 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -8738681.000000 Penalty: 12931.666992
	Iteration 39Q: 3 clusters Score -8738681 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -8738740.000000 Penalty: 12931.666992
	Iteration 40F: 3 clusters Score -8738740 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -8738804.000000 Penalty: 12931.666992
	Iteration 41Q: 3 clusters Score -8738804 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -8738838.000000 Penalty: 12931.666992
	Iteration 42Q: 3 clusters Score -8738838 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -8738905.000000 Penalty: 12931.666992
	Iteration 43Q: 3 clusters Score -8738905 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -8738932.000000 Penalty: 12931.666992
	Iteration 44Q: 3 clusters Score -8738932 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -8738964.000000 Penalty: 12931.666992
	Iteration 45Q: 3 clusters Score -8738964 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -8738997.000000 Penalty: 12931.666992
	Iteration 46Q: 3 clusters Score -8738997 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -8739020.000000 Penalty: 12931.666992
	Iteration 47Q: 3 clusters Score -8739020 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -8739042.000000 Penalty: 12931.666992
	Iteration 48Q: 3 clusters Score -8739042 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -8739060.000000 Penalty: 12931.666992
	Iteration 49Q: 3 clusters Score -8739060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -8739085.000000 Penalty: 12931.666992
	Iteration 50Q: 3 clusters Score -8739085 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -8739118.000000 Penalty: 12931.666992
	Iteration 51Q: 3 clusters Score -8739118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -8739124.000000 Penalty: 12931.666992
	Iteration 52Q: 3 clusters Score -8739124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -8739138.000000 Penalty: 12931.666992
	Iteration 53Q: 3 clusters Score -8739138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8739148.000000 Penalty: 12931.666992
	Iteration 54Q: 3 clusters Score -8739148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8739166.000000 Penalty: 12931.666992
	Iteration 55Q: 3 clusters Score -8739166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -8739187.000000 Penalty: 12931.666992
	Iteration 56Q: 3 clusters Score -8739187 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -8739202.000000 Penalty: 12931.666992
	Iteration 57Q: 3 clusters Score -8739202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8739200.000000 Penalty: 12931.666992
	Iteration 58Q: 3 clusters Score -8739200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -8739230.000000 Penalty: 12931.666992
	Iteration 59Q: 3 clusters Score -8739230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8739227.000000 Penalty: 12931.666992
	Iteration 60F: 3 clusters Score -8739227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -8739218.000000 Penalty: 12931.666992
	Iteration 61Q: 3 clusters Score -8739218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -8739227.000000 Penalty: 12931.666992
	Iteration 62Q: 3 clusters Score -8739227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -8739235.000000 Penalty: 12931.666992
	Iteration 63Q: 3 clusters Score -8739235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8739235.000000 Penalty: 12931.666992
	Iteration 64Q: 3 clusters Score -8739235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8739239.000000 Penalty: 12931.666992
	Iteration 65Q: 3 clusters Score -8739239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -8739254.000000 Penalty: 12931.666992
	Iteration 66Q: 3 clusters Score -8739254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -8739252.000000 Penalty: 12931.666992
	Iteration 67Q: 3 clusters Score -8739252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8739273.000000 Penalty: 12931.666992
	Iteration 68Q: 3 clusters Score -8739273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8739263.000000 Penalty: 12931.666992
	Iteration 69Q: 3 clusters Score -8739263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -8739273.000000 Penalty: 12931.666992
	Iteration 70Q: 3 clusters Score -8739273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -8739275.000000 Penalty: 12931.666992
	Iteration 71Q: 3 clusters Score -8739275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -8739269.000000 Penalty: 12931.666992
	Iteration 72Q: 3 clusters Score -8739269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -8739274.000000 Penalty: 12931.666992
	Iteration 73Q: 3 clusters Score -8739274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8739277.000000 Penalty: 12931.666992
	Iteration 74Q: 3 clusters Score -8739277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -8739276.000000 Penalty: 12931.666992
	Iteration 75Q: 3 clusters Score -8739276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -8739278.000000 Penalty: 12931.666992
	Iteration 76Q: 3 clusters Score -8739278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8739274.000000 Penalty: 12931.666992
	Iteration 77Q: 3 clusters Score -8739274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8739274.000000 Penalty: 12931.666992
	Iteration 78F: 3 clusters Score -8739274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Entering Unmasked Estep 
Score: -8470849.000000 Penalty: 6439.517090
	Iteration 0F: 2 clusters Score -8470849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -8443601.000000 Penalty: 12879.034180
	Iteration 0F: 3 clusters Score -8443601 nChanged 15936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -8452034.000000 Penalty: 12879.034180
	Iteration 1F: 3 clusters Score -8452034 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -8452900.000000 Penalty: 12879.034180
	Iteration 2F: 3 clusters Score -8452900 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -8453536.000000 Penalty: 12879.034180
	Iteration 3Q: 3 clusters Score -8453536 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -8454166.000000 Penalty: 12879.034180
	Iteration 4Q: 3 clusters Score -8454166 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -8454784.000000 Penalty: 12879.034180
	Iteration 5Q: 3 clusters Score -8454784 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -8455525.000000 Penalty: 12879.034180
	Iteration 6Q: 3 clusters Score -8455525 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -8456417.000000 Penalty: 12879.034180
	Iteration 7Q: 3 clusters Score -8456417 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -8457517.000000 Penalty: 12879.034180
	Iteration 8Q: 3 clusters Score -8457517 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -8458778.000000 Penalty: 12879.034180
	Iteration 9Q: 3 clusters Score -8458778 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -8460422.000000 Penalty: 12879.034180
	Iteration 10F: 3 clusters Score -8460422 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -8462558.000000 Penalty: 12879.034180
	Iteration 11F: 3 clusters Score -8462558 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -8465768.000000 Penalty: 12879.034180
	Iteration 12F: 3 clusters Score -8465768 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -8470352.000000 Penalty: 12879.034180
	Iteration 13F: 3 clusters Score -8470352 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -8474191.000000 Penalty: 12879.034180
	Iteration 14Q: 3 clusters Score -8474191 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -8474990.000000 Penalty: 12879.034180
	Iteration 15Q: 3 clusters Score -8474990 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -8475093.000000 Penalty: 12879.034180
	Iteration 16Q: 3 clusters Score -8475093 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -8475126.000000 Penalty: 12879.034180
	Iteration 17Q: 3 clusters Score -8475126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -8475162.000000 Penalty: 12879.034180
	Iteration 18Q: 3 clusters Score -8475162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -8475166.000000 Penalty: 12879.034180
	Iteration 19Q: 3 clusters Score -8475166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -8475167.000000 Penalty: 12879.034180
	Iteration 20F: 3 clusters Score -8475167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -8475167.000000 Penalty: 12879.034180
	Iteration 21Q: 3 clusters Score -8475167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -8475169.000000 Penalty: 12879.034180
	Iteration 22Q: 3 clusters Score -8475169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -8475169.000000 Penalty: 12879.034180
	Iteration 23F: 3 clusters Score -8475169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 30650 members 
Mstep: Class 3 contains 170821 members 
Mstep: Class 4 contains 7193 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36862 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52656 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23144 members 
Mstep: Class 11 contains 124014 members 
Mstep: Class 12 contains 8223 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 11864 members 
Mstep: Class 15 contains 38425 members 
Mstep: Class 16 contains 8210 members 
Mstep: Class 17 contains 43923 members 
Mstep: Class 18 contains 2521 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10846 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 28599 members 
Entering Unmasked Estep 
Score: -138251104.000000 Penalty: 195975.750000
Splitting cluster 16 changes total score from -138247792.000000 to -138251104.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (43923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Entering Unmasked Estep 
Score: -10001932.000000 Penalty: 6547.743164
	Iteration 0F: 2 clusters Score -1.000193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -9969983.000000 Penalty: 13095.486328
	Iteration 0F: 3 clusters Score -9969983 nChanged 19144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -9980354.000000 Penalty: 13095.486328
	Iteration 1F: 3 clusters Score -9980354 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -9981722.000000 Penalty: 13095.486328
	Iteration 2F: 3 clusters Score -9981722 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -9983591.000000 Penalty: 13095.486328
	Iteration 3F: 3 clusters Score -9983591 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -9986555.000000 Penalty: 13095.486328
	Iteration 4F: 3 clusters Score -9986555 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -9991685.000000 Penalty: 13095.486328
	Iteration 5F: 3 clusters Score -9991685 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -9998903.000000 Penalty: 13095.486328
	Iteration 6F: 3 clusters Score -9998903 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -10004366.000000 Penalty: 13095.486328
	Iteration 7F: 3 clusters Score -1.000437e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -10007467.000000 Penalty: 13095.486328
	Iteration 8F: 3 clusters Score -1.000747e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -10009808.000000 Penalty: 13095.486328
	Iteration 9Q: 3 clusters Score -1.000981e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -10011126.000000 Penalty: 13095.486328
	Iteration 10Q: 3 clusters Score -1.001113e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -10011583.000000 Penalty: 13095.486328
	Iteration 11Q: 3 clusters Score -1.001158e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -10011703.000000 Penalty: 13095.486328
	Iteration 12Q: 3 clusters Score -1.00117e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -10011733.000000 Penalty: 13095.486328
	Iteration 13Q: 3 clusters Score -1.001173e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -10011759.000000 Penalty: 13095.486328
	Iteration 14Q: 3 clusters Score -1.001176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -10011766.000000 Penalty: 13095.486328
	Iteration 15Q: 3 clusters Score -1.001177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -10011758.000000 Penalty: 13095.486328
	Iteration 16Q: 3 clusters Score -1.001176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -10011764.000000 Penalty: 13095.486328
	Iteration 17Q: 3 clusters Score -1.001176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -10011764.000000 Penalty: 13095.486328
	Iteration 18F: 3 clusters Score -1.001176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 30650 members 
Mstep: Class 3 contains 170821 members 
Mstep: Class 4 contains 7193 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36862 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52656 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23144 members 
Mstep: Class 11 contains 124014 members 
Mstep: Class 12 contains 8223 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 11864 members 
Mstep: Class 15 contains 38425 members 
Mstep: Class 16 contains 8210 members 
Mstep: Class 17 contains 12327 members 
Mstep: Class 18 contains 2521 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10846 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 28599 members 
Mstep: Class 25 contains 31596 members 
Entering Unmasked Estep 
Score: -138259280.000000 Penalty: 204141.406250
Splitting cluster 17 changes total score from -138247792.000000 to -138259280.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -553104.312500 Penalty: 4797.351562
	Iteration 0F: 2 clusters Score -553104.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -547701.125000 Penalty: 9594.703125
	Iteration 0F: 3 clusters Score -547701.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -548323.062500 Penalty: 9594.703125
	Iteration 1F: 3 clusters Score -548323.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -548532.937500 Penalty: 9594.703125
	Iteration 2F: 3 clusters Score -548532.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -548676.750000 Penalty: 9594.703125
	Iteration 3Q: 3 clusters Score -548676.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -548844.375000 Penalty: 9594.703125
	Iteration 4Q: 3 clusters Score -548844.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -549045.125000 Penalty: 9594.703125
	Iteration 5Q: 3 clusters Score -549045.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -549245.562500 Penalty: 9594.703125
	Iteration 6Q: 3 clusters Score -549245.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -549472.000000 Penalty: 9594.703125
	Iteration 7Q: 3 clusters Score -549472 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -549766.000000 Penalty: 9594.703125
	Iteration 8Q: 3 clusters Score -549766 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -550238.125000 Penalty: 9594.703125
	Iteration 9F: 3 clusters Score -550238.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -550794.000000 Penalty: 9594.703125
	Iteration 10F: 3 clusters Score -550794 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -551231.875000 Penalty: 9594.703125
	Iteration 11F: 3 clusters Score -551231.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -551447.937500 Penalty: 9594.703125
	Iteration 12Q: 3 clusters Score -551447.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -551601.250000 Penalty: 9594.703125
	Iteration 13Q: 3 clusters Score -551601.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -551717.312500 Penalty: 9594.703125
	Iteration 14Q: 3 clusters Score -551717.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -551830.500000 Penalty: 9594.703125
	Iteration 15Q: 3 clusters Score -551830.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -551969.062500 Penalty: 9594.703125
	Iteration 16Q: 3 clusters Score -551969.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -552238.625000 Penalty: 9594.703125
	Iteration 17Q: 3 clusters Score -552238.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -552463.312500 Penalty: 9594.703125
	Iteration 18Q: 3 clusters Score -552463.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -552553.875000 Penalty: 9594.703125
	Iteration 19Q: 3 clusters Score -552553.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -552584.437500 Penalty: 9594.703125
	Iteration 20F: 3 clusters Score -552584.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -552610.000000 Penalty: 9594.703125
	Iteration 21Q: 3 clusters Score -552610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -552619.125000 Penalty: 9594.703125
	Iteration 22Q: 3 clusters Score -552619.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -552619.125000 Penalty: 9594.703125
	Iteration 23F: 3 clusters Score -552619.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -239279.156250 Penalty: 4331.858398
	Iteration 0F: 2 clusters Score -239279.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -235101.437500 Penalty: 8663.716797
	Iteration 0F: 3 clusters Score -235101.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -235587.750000 Penalty: 8663.716797
	Iteration 1F: 3 clusters Score -235587.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -235756.687500 Penalty: 8663.716797
	Iteration 2F: 3 clusters Score -235756.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -235853.765625 Penalty: 8663.716797
	Iteration 3Q: 3 clusters Score -235853.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -235918.937500 Penalty: 8663.716797
	Iteration 4Q: 3 clusters Score -235918.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -235968.000000 Penalty: 8663.716797
	Iteration 5Q: 3 clusters Score -235968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -236015.734375 Penalty: 8663.716797
	Iteration 6Q: 3 clusters Score -236015.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -236062.015625 Penalty: 8663.716797
	Iteration 7Q: 3 clusters Score -236062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -236116.734375 Penalty: 8663.716797
	Iteration 8Q: 3 clusters Score -236116.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -236176.078125 Penalty: 8663.716797
	Iteration 9Q: 3 clusters Score -236176.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -236239.109375 Penalty: 8663.716797
	Iteration 10Q: 3 clusters Score -236239.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -236318.500000 Penalty: 8663.716797
	Iteration 11Q: 3 clusters Score -236318.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -236411.937500 Penalty: 8663.716797
	Iteration 12Q: 3 clusters Score -236411.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -236496.484375 Penalty: 8663.716797
	Iteration 13Q: 3 clusters Score -236496.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -236558.453125 Penalty: 8663.716797
	Iteration 14Q: 3 clusters Score -236558.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -236606.718750 Penalty: 8663.716797
	Iteration 15Q: 3 clusters Score -236606.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -236650.343750 Penalty: 8663.716797
	Iteration 16Q: 3 clusters Score -236650.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -236677.937500 Penalty: 8663.716797
	Iteration 17Q: 3 clusters Score -236677.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -236717.546875 Penalty: 8663.716797
	Iteration 18Q: 3 clusters Score -236717.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -236777.203125 Penalty: 8663.716797
	Iteration 19Q: 3 clusters Score -236777.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -236809.015625 Penalty: 8663.716797
	Iteration 20F: 3 clusters Score -236809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -236822.656250 Penalty: 8663.716797
	Iteration 21Q: 3 clusters Score -236822.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -236824.718750 Penalty: 8663.716797
	Iteration 22Q: 3 clusters Score -236824.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -236824.718750 Penalty: 8663.716797
	Iteration 23F: 3 clusters Score -236824.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Entering Unmasked Estep 
Score: -2485917.500000 Penalty: 5691.075195
	Iteration 0F: 2 clusters Score -2485918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2475110.250000 Penalty: 11382.150391
	Iteration 0F: 3 clusters Score -2475110 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2477458.500000 Penalty: 11382.150391
	Iteration 1F: 3 clusters Score -2477458 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2477916.250000 Penalty: 11382.150391
	Iteration 2F: 3 clusters Score -2477916 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2478234.750000 Penalty: 11382.150391
	Iteration 3F: 3 clusters Score -2478235 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2478427.000000 Penalty: 11382.150391
	Iteration 4Q: 3 clusters Score -2478427 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2478575.750000 Penalty: 11382.150391
	Iteration 5Q: 3 clusters Score -2478576 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2478678.750000 Penalty: 11382.150391
	Iteration 6Q: 3 clusters Score -2478679 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2478765.000000 Penalty: 11382.150391
	Iteration 7Q: 3 clusters Score -2478765 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2478837.750000 Penalty: 11382.150391
	Iteration 8Q: 3 clusters Score -2478838 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2478894.500000 Penalty: 11382.150391
	Iteration 9Q: 3 clusters Score -2478894 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2478956.500000 Penalty: 11382.150391
	Iteration 10Q: 3 clusters Score -2478956 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2479002.250000 Penalty: 11382.150391
	Iteration 11Q: 3 clusters Score -2479002 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2479048.750000 Penalty: 11382.150391
	Iteration 12Q: 3 clusters Score -2479049 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2479090.750000 Penalty: 11382.150391
	Iteration 13Q: 3 clusters Score -2479091 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2479136.000000 Penalty: 11382.150391
	Iteration 14Q: 3 clusters Score -2479136 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2479176.250000 Penalty: 11382.150391
	Iteration 15Q: 3 clusters Score -2479176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2479210.000000 Penalty: 11382.150391
	Iteration 16Q: 3 clusters Score -2479210 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2479254.750000 Penalty: 11382.150391
	Iteration 17Q: 3 clusters Score -2479255 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2479292.500000 Penalty: 11382.150391
	Iteration 18Q: 3 clusters Score -2479292 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2479340.750000 Penalty: 11382.150391
	Iteration 19Q: 3 clusters Score -2479341 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2479398.750000 Penalty: 11382.150391
	Iteration 20F: 3 clusters Score -2479399 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2479462.000000 Penalty: 11382.150391
	Iteration 21Q: 3 clusters Score -2479462 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2479540.500000 Penalty: 11382.150391
	Iteration 22Q: 3 clusters Score -2479540 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2479613.250000 Penalty: 11382.150391
	Iteration 23Q: 3 clusters Score -2479613 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2479702.250000 Penalty: 11382.150391
	Iteration 24Q: 3 clusters Score -2479702 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2479803.500000 Penalty: 11382.150391
	Iteration 25Q: 3 clusters Score -2479804 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2479918.000000 Penalty: 11382.150391
	Iteration 26Q: 3 clusters Score -2479918 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2480061.750000 Penalty: 11382.150391
	Iteration 27Q: 3 clusters Score -2480062 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2480262.500000 Penalty: 11382.150391
	Iteration 28Q: 3 clusters Score -2480262 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2480492.000000 Penalty: 11382.150391
	Iteration 29Q: 3 clusters Score -2480492 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2480774.500000 Penalty: 11382.150391
	Iteration 30Q: 3 clusters Score -2480774 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2481180.750000 Penalty: 11382.150391
	Iteration 31Q: 3 clusters Score -2481181 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2481636.250000 Penalty: 11382.150391
	Iteration 32Q: 3 clusters Score -2481636 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2482174.000000 Penalty: 11382.150391
	Iteration 33Q: 3 clusters Score -2482174 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2482715.750000 Penalty: 11382.150391
	Iteration 34Q: 3 clusters Score -2482716 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2483180.750000 Penalty: 11382.150391
	Iteration 35Q: 3 clusters Score -2483181 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2483487.250000 Penalty: 11382.150391
	Iteration 36Q: 3 clusters Score -2483487 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2483671.500000 Penalty: 11382.150391
	Iteration 37Q: 3 clusters Score -2483672 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2483791.750000 Penalty: 11382.150391
	Iteration 38Q: 3 clusters Score -2483792 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2483875.500000 Penalty: 11382.150391
	Iteration 39Q: 3 clusters Score -2483876 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2483913.250000 Penalty: 11382.150391
	Iteration 40F: 3 clusters Score -2483913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2483935.750000 Penalty: 11382.150391
	Iteration 41Q: 3 clusters Score -2483936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2483943.750000 Penalty: 11382.150391
	Iteration 42Q: 3 clusters Score -2483944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2483954.000000 Penalty: 11382.150391
	Iteration 43Q: 3 clusters Score -2483954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2483961.750000 Penalty: 11382.150391
	Iteration 44Q: 3 clusters Score -2483962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2483970.250000 Penalty: 11382.150391
	Iteration 45Q: 3 clusters Score -2483970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2483977.750000 Penalty: 11382.150391
	Iteration 46Q: 3 clusters Score -2483978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2483989.000000 Penalty: 11382.150391
	Iteration 47Q: 3 clusters Score -2483989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2483990.250000 Penalty: 11382.150391
	Iteration 48Q: 3 clusters Score -2483990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2483995.750000 Penalty: 11382.150391
	Iteration 49Q: 3 clusters Score -2483996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2483993.500000 Penalty: 11382.150391
	Iteration 50Q: 3 clusters Score -2483994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2483995.750000 Penalty: 11382.150391
	Iteration 51Q: 3 clusters Score -2483996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2483998.000000 Penalty: 11382.150391
	Iteration 52Q: 3 clusters Score -2483998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2484001.250000 Penalty: 11382.150391
	Iteration 53Q: 3 clusters Score -2484001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2484004.000000 Penalty: 11382.150391
	Iteration 54Q: 3 clusters Score -2484004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2484001.750000 Penalty: 11382.150391
	Iteration 55Q: 3 clusters Score -2484002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2483997.750000 Penalty: 11382.150391
	Iteration 56Q: 3 clusters Score -2483998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2483997.000000 Penalty: 11382.150391
	Iteration 57Q: 3 clusters Score -2483997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2483999.750000 Penalty: 11382.150391
	Iteration 58Q: 3 clusters Score -2484000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2483999.750000 Penalty: 11382.150391
	Iteration 59F: 3 clusters Score -2484000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Entering Unmasked Estep 
Score: -958440.125000 Penalty: 5143.611816
	Iteration 0F: 2 clusters Score -958440.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -951752.250000 Penalty: 10287.223633
	Iteration 0F: 3 clusters Score -951752.2 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -952922.562500 Penalty: 10287.223633
	Iteration 1F: 3 clusters Score -952922.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -953276.375000 Penalty: 10287.223633
	Iteration 2F: 3 clusters Score -953276.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -953469.562500 Penalty: 10287.223633
	Iteration 3Q: 3 clusters Score -953469.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -953603.937500 Penalty: 10287.223633
	Iteration 4Q: 3 clusters Score -953603.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -953703.625000 Penalty: 10287.223633
	Iteration 5Q: 3 clusters Score -953703.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -953781.312500 Penalty: 10287.223633
	Iteration 6Q: 3 clusters Score -953781.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -953878.250000 Penalty: 10287.223633
	Iteration 7Q: 3 clusters Score -953878.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -953984.687500 Penalty: 10287.223633
	Iteration 8Q: 3 clusters Score -953984.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -954093.250000 Penalty: 10287.223633
	Iteration 9Q: 3 clusters Score -954093.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -954184.937500 Penalty: 10287.223633
	Iteration 10Q: 3 clusters Score -954184.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -954273.937500 Penalty: 10287.223633
	Iteration 11Q: 3 clusters Score -954273.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -954364.625000 Penalty: 10287.223633
	Iteration 12Q: 3 clusters Score -954364.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -954449.062500 Penalty: 10287.223633
	Iteration 13Q: 3 clusters Score -954449.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -954529.187500 Penalty: 10287.223633
	Iteration 14Q: 3 clusters Score -954529.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -954596.687500 Penalty: 10287.223633
	Iteration 15Q: 3 clusters Score -954596.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -954663.687500 Penalty: 10287.223633
	Iteration 16Q: 3 clusters Score -954663.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -954720.812500 Penalty: 10287.223633
	Iteration 17Q: 3 clusters Score -954720.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -954764.562500 Penalty: 10287.223633
	Iteration 18Q: 3 clusters Score -954764.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -954801.875000 Penalty: 10287.223633
	Iteration 19Q: 3 clusters Score -954801.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -954842.375000 Penalty: 10287.223633
	Iteration 20F: 3 clusters Score -954842.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -954865.812500 Penalty: 10287.223633
	Iteration 21Q: 3 clusters Score -954865.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -954892.062500 Penalty: 10287.223633
	Iteration 22Q: 3 clusters Score -954892.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -954909.437500 Penalty: 10287.223633
	Iteration 23Q: 3 clusters Score -954909.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -954929.812500 Penalty: 10287.223633
	Iteration 24Q: 3 clusters Score -954929.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -954951.500000 Penalty: 10287.223633
	Iteration 25Q: 3 clusters Score -954951.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -954964.250000 Penalty: 10287.223633
	Iteration 26Q: 3 clusters Score -954964.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -954974.250000 Penalty: 10287.223633
	Iteration 27Q: 3 clusters Score -954974.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -954982.250000 Penalty: 10287.223633
	Iteration 28Q: 3 clusters Score -954982.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -954990.500000 Penalty: 10287.223633
	Iteration 29Q: 3 clusters Score -954990.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -954996.000000 Penalty: 10287.223633
	Iteration 30Q: 3 clusters Score -954996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -955001.125000 Penalty: 10287.223633
	Iteration 31Q: 3 clusters Score -955001.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -955005.375000 Penalty: 10287.223633
	Iteration 32Q: 3 clusters Score -955005.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -955013.812500 Penalty: 10287.223633
	Iteration 33Q: 3 clusters Score -955013.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -955016.562500 Penalty: 10287.223633
	Iteration 34Q: 3 clusters Score -955016.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -955016.312500 Penalty: 10287.223633
	Iteration 35Q: 3 clusters Score -955016.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -955017.812500 Penalty: 10287.223633
	Iteration 36Q: 3 clusters Score -955017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -955017.812500 Penalty: 10287.223633
	Iteration 37F: 3 clusters Score -955017.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -65267.609375 Penalty: 3594.944336
	Iteration 0F: 2 clusters Score -65267.61 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 180 members 
Entering Unmasked Estep 
Score: -62401.285156 Penalty: 7189.888672
	Iteration 0F: 3 clusters Score -62401.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -62568.925781 Penalty: 7189.888672
	Iteration 1F: 3 clusters Score -62568.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -62612.601562 Penalty: 7189.888672
	Iteration 2Q: 3 clusters Score -62612.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -62646.878906 Penalty: 7189.888672
	Iteration 3Q: 3 clusters Score -62646.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -62665.808594 Penalty: 7189.888672
	Iteration 4Q: 3 clusters Score -62665.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -62665.808594 Penalty: 7189.888672
	Iteration 5F: 3 clusters Score -62665.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 30650 members 
Mstep: Class 3 contains 170821 members 
Mstep: Class 4 contains 7193 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36862 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52656 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23144 members 
Mstep: Class 11 contains 124014 members 
Mstep: Class 12 contains 8223 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 11864 members 
Mstep: Class 15 contains 38425 members 
Mstep: Class 16 contains 8210 members 
Mstep: Class 17 contains 12327 members 
Mstep: Class 18 contains 2521 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10846 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138264224.000000 Penalty: 204141.406250
Iteration 79Q: 26 clusters Score -1.382642e+08 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 30640 members 
Mstep: Class 3 contains 170888 members 
Mstep: Class 4 contains 7206 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 37116 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52656 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23197 members 
Mstep: Class 11 contains 125092 members 
Mstep: Class 12 contains 8263 members 
Mstep: Class 13 contains 8522 members 
Mstep: Class 14 contains 11905 members 
Mstep: Class 15 contains 38443 members 
Mstep: Class 16 contains 8093 members 
Mstep: Class 17 contains 12449 members 
Mstep: Class 18 contains 2521 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10896 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 513 members 
Mstep: Class 24 contains 27709 members 
Mstep: Class 25 contains 30794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267808.000000 Penalty: 204141.406250
Iteration 80F: 26 clusters Score -1.382678e+08 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 30627 members 
Mstep: Class 3 contains 170692 members 
Mstep: Class 4 contains 6836 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36792 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52656 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23039 members 
Mstep: Class 11 contains 125351 members 
Mstep: Class 12 contains 8086 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 11836 members 
Mstep: Class 15 contains 38424 members 
Mstep: Class 16 contains 8021 members 
Mstep: Class 17 contains 12535 members 
Mstep: Class 18 contains 2519 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10904 members 
Mstep: Class 21 contains 4447 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 513 members 
Mstep: Class 24 contains 27812 members 
Mstep: Class 25 contains 31943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138269024.000000 Penalty: 204141.406250
Iteration 81Q: 26 clusters Score -1.38269e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 30612 members 
Mstep: Class 3 contains 170548 members 
Mstep: Class 4 contains 6554 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36663 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52656 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22933 members 
Mstep: Class 11 contains 125573 members 
Mstep: Class 12 contains 7990 members 
Mstep: Class 13 contains 8194 members 
Mstep: Class 14 contains 11782 members 
Mstep: Class 15 contains 38421 members 
Mstep: Class 16 contains 7970 members 
Mstep: Class 17 contains 12601 members 
Mstep: Class 18 contains 2519 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10904 members 
Mstep: Class 21 contains 4450 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 27844 members 
Mstep: Class 25 contains 32616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138269168.000000 Penalty: 204141.406250
Iteration 82Q: 26 clusters Score -1.382692e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 30584 members 
Mstep: Class 3 contains 170459 members 
Mstep: Class 4 contains 6334 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36636 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52657 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 125701 members 
Mstep: Class 12 contains 7929 members 
Mstep: Class 13 contains 8103 members 
Mstep: Class 14 contains 11745 members 
Mstep: Class 15 contains 38414 members 
Mstep: Class 16 contains 7944 members 
Mstep: Class 17 contains 12642 members 
Mstep: Class 18 contains 2520 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10909 members 
Mstep: Class 21 contains 4446 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 27862 members 
Mstep: Class 25 contains 33088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138269584.000000 Penalty: 204141.406250
Iteration 83Q: 26 clusters Score -1.382696e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 30568 members 
Mstep: Class 3 contains 170382 members 
Mstep: Class 4 contains 6153 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36645 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22799 members 
Mstep: Class 11 contains 125794 members 
Mstep: Class 12 contains 7901 members 
Mstep: Class 13 contains 8037 members 
Mstep: Class 14 contains 11708 members 
Mstep: Class 15 contains 38412 members 
Mstep: Class 16 contains 7925 members 
Mstep: Class 17 contains 12671 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10911 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 27869 members 
Mstep: Class 25 contains 33431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138269904.000000 Penalty: 204141.406250
Iteration 84Q: 26 clusters Score -1.382699e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 30549 members 
Mstep: Class 3 contains 170345 members 
Mstep: Class 4 contains 6011 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36648 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52661 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22758 members 
Mstep: Class 11 contains 125874 members 
Mstep: Class 12 contains 7881 members 
Mstep: Class 13 contains 7978 members 
Mstep: Class 14 contains 11692 members 
Mstep: Class 15 contains 38408 members 
Mstep: Class 16 contains 7894 members 
Mstep: Class 17 contains 12686 members 
Mstep: Class 18 contains 2522 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10913 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 27883 members 
Mstep: Class 25 contains 33690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138270160.000000 Penalty: 204141.406250
Iteration 85Q: 26 clusters Score -1.382702e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 30538 members 
Mstep: Class 3 contains 170292 members 
Mstep: Class 4 contains 5915 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36659 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52660 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22724 members 
Mstep: Class 11 contains 125924 members 
Mstep: Class 12 contains 7867 members 
Mstep: Class 13 contains 7944 members 
Mstep: Class 14 contains 11671 members 
Mstep: Class 15 contains 38407 members 
Mstep: Class 16 contains 7879 members 
Mstep: Class 17 contains 12699 members 
Mstep: Class 18 contains 2521 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10915 members 
Mstep: Class 21 contains 4428 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 27895 members 
Mstep: Class 25 contains 33892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138270416.000000 Penalty: 204141.406250
Iteration 86Q: 26 clusters Score -1.382704e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 30528 members 
Mstep: Class 3 contains 170242 members 
Mstep: Class 4 contains 5847 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36677 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52661 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22695 members 
Mstep: Class 11 contains 125970 members 
Mstep: Class 12 contains 7857 members 
Mstep: Class 13 contains 7905 members 
Mstep: Class 14 contains 11658 members 
Mstep: Class 15 contains 38405 members 
Mstep: Class 16 contains 7872 members 
Mstep: Class 17 contains 12700 members 
Mstep: Class 18 contains 2522 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10915 members 
Mstep: Class 21 contains 4421 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 27904 members 
Mstep: Class 25 contains 34051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138270528.000000 Penalty: 204141.406250
Iteration 87Q: 26 clusters Score -1.382705e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 30519 members 
Mstep: Class 3 contains 170191 members 
Mstep: Class 4 contains 5790 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36694 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52662 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22672 members 
Mstep: Class 11 contains 126000 members 
Mstep: Class 12 contains 7868 members 
Mstep: Class 13 contains 7879 members 
Mstep: Class 14 contains 11645 members 
Mstep: Class 15 contains 38403 members 
Mstep: Class 16 contains 7870 members 
Mstep: Class 17 contains 12707 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10918 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 27912 members 
Mstep: Class 25 contains 34167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138270512.000000 Penalty: 204141.406250
Iteration 88Q: 26 clusters Score -1.382705e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 30509 members 
Mstep: Class 3 contains 170145 members 
Mstep: Class 4 contains 5755 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36723 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52661 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22655 members 
Mstep: Class 11 contains 126029 members 
Mstep: Class 12 contains 7867 members 
Mstep: Class 13 contains 7839 members 
Mstep: Class 14 contains 11630 members 
Mstep: Class 15 contains 38403 members 
Mstep: Class 16 contains 7869 members 
Mstep: Class 17 contains 12710 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10920 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 27917 members 
Mstep: Class 25 contains 34275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138270768.000000 Penalty: 204141.406250
Iteration 89Q: 26 clusters Score -1.382708e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 30503 members 
Mstep: Class 3 contains 170108 members 
Mstep: Class 4 contains 5709 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36743 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52660 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22637 members 
Mstep: Class 11 contains 126061 members 
Mstep: Class 12 contains 7868 members 
Mstep: Class 13 contains 7813 members 
Mstep: Class 14 contains 11609 members 
Mstep: Class 15 contains 38402 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 12714 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10918 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 27919 members 
Mstep: Class 25 contains 34373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138270864.000000 Penalty: 204141.406250
Iteration 90Q: 26 clusters Score -1.382709e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 30497 members 
Mstep: Class 3 contains 170089 members 
Mstep: Class 4 contains 5678 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36765 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52661 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22623 members 
Mstep: Class 11 contains 126077 members 
Mstep: Class 12 contains 7860 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 11591 members 
Mstep: Class 15 contains 38403 members 
Mstep: Class 16 contains 7867 members 
Mstep: Class 17 contains 12716 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10918 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 470 members 
Mstep: Class 24 contains 27919 members 
Mstep: Class 25 contains 34449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271024.000000 Penalty: 204141.406250
Iteration 91Q: 26 clusters Score -1.38271e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 30495 members 
Mstep: Class 3 contains 170065 members 
Mstep: Class 4 contains 5663 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36778 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52660 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22610 members 
Mstep: Class 11 contains 126100 members 
Mstep: Class 12 contains 7859 members 
Mstep: Class 13 contains 7763 members 
Mstep: Class 14 contains 11579 members 
Mstep: Class 15 contains 38402 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 12718 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10920 members 
Mstep: Class 21 contains 4401 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 470 members 
Mstep: Class 24 contains 27920 members 
Mstep: Class 25 contains 34508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271152.000000 Penalty: 204141.406250
Iteration 92Q: 26 clusters Score -1.382712e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30492 members 
Mstep: Class 3 contains 170045 members 
Mstep: Class 4 contains 5650 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36791 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22594 members 
Mstep: Class 11 contains 126117 members 
Mstep: Class 12 contains 7857 members 
Mstep: Class 13 contains 7750 members 
Mstep: Class 14 contains 11571 members 
Mstep: Class 15 contains 38402 members 
Mstep: Class 16 contains 7865 members 
Mstep: Class 17 contains 12723 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 469 members 
Mstep: Class 24 contains 27926 members 
Mstep: Class 25 contains 34545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271344.000000 Penalty: 204141.406250
Iteration 93Q: 26 clusters Score -1.382713e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30487 members 
Mstep: Class 3 contains 170026 members 
Mstep: Class 4 contains 5645 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36809 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52657 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22586 members 
Mstep: Class 11 contains 126135 members 
Mstep: Class 12 contains 7857 members 
Mstep: Class 13 contains 7729 members 
Mstep: Class 14 contains 11560 members 
Mstep: Class 15 contains 38403 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 12725 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4394 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 469 members 
Mstep: Class 24 contains 27929 members 
Mstep: Class 25 contains 34578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271312.000000 Penalty: 204141.406250
Iteration 94Q: 26 clusters Score -1.382713e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30484 members 
Mstep: Class 3 contains 170016 members 
Mstep: Class 4 contains 5635 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36818 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22576 members 
Mstep: Class 11 contains 126144 members 
Mstep: Class 12 contains 7863 members 
Mstep: Class 13 contains 7713 members 
Mstep: Class 14 contains 11549 members 
Mstep: Class 15 contains 38401 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 12727 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4396 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 469 members 
Mstep: Class 24 contains 27933 members 
Mstep: Class 25 contains 34606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271344.000000 Penalty: 204141.406250
Iteration 95Q: 26 clusters Score -1.382713e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30482 members 
Mstep: Class 3 contains 170007 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36828 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22573 members 
Mstep: Class 11 contains 126152 members 
Mstep: Class 12 contains 7863 members 
Mstep: Class 13 contains 7697 members 
Mstep: Class 14 contains 11541 members 
Mstep: Class 15 contains 38401 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 12728 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10924 members 
Mstep: Class 21 contains 4394 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 469 members 
Mstep: Class 24 contains 27935 members 
Mstep: Class 25 contains 34628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271184.000000 Penalty: 204141.406250
Iteration 96Q: 26 clusters Score -1.382712e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30479 members 
Mstep: Class 3 contains 169996 members 
Mstep: Class 4 contains 5637 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36839 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22569 members 
Mstep: Class 11 contains 126159 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 7683 members 
Mstep: Class 14 contains 11534 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 12729 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4393 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 469 members 
Mstep: Class 24 contains 27939 members 
Mstep: Class 25 contains 34642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271200.000000 Penalty: 204141.406250
Iteration 97Q: 26 clusters Score -1.382712e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30476 members 
Mstep: Class 3 contains 169996 members 
Mstep: Class 4 contains 5633 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36839 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22564 members 
Mstep: Class 11 contains 126165 members 
Mstep: Class 12 contains 7863 members 
Mstep: Class 13 contains 7681 members 
Mstep: Class 14 contains 11532 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 12730 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 469 members 
Mstep: Class 24 contains 27944 members 
Mstep: Class 25 contains 34647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271232.000000 Penalty: 204141.406250
Iteration 98Q: 26 clusters Score -1.382712e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30473 members 
Mstep: Class 3 contains 169993 members 
Mstep: Class 4 contains 5626 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36843 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52660 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22564 members 
Mstep: Class 11 contains 126165 members 
Mstep: Class 12 contains 7860 members 
Mstep: Class 13 contains 7678 members 
Mstep: Class 14 contains 11531 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 12730 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4391 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 469 members 
Mstep: Class 24 contains 27947 members 
Mstep: Class 25 contains 34659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271328.000000 Penalty: 204141.406250
Iteration 99Q: 26 clusters Score -1.382713e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30472 members 
Mstep: Class 3 contains 169990 members 
Mstep: Class 4 contains 5623 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36840 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52660 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22565 members 
Mstep: Class 11 contains 126167 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 7672 members 
Mstep: Class 14 contains 11528 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 12730 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4393 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 469 members 
Mstep: Class 24 contains 27950 members 
Mstep: Class 25 contains 34672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271248.000000 Penalty: 204141.406250
Iteration 100F: 26 clusters Score -1.382712e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 30471 members 
Mstep: Class 3 contains 169985 members 
Mstep: Class 4 contains 5621 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36843 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52661 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22561 members 
Mstep: Class 11 contains 126169 members 
Mstep: Class 12 contains 7855 members 
Mstep: Class 13 contains 7670 members 
Mstep: Class 14 contains 11524 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 12730 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4394 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 468 members 
Mstep: Class 24 contains 27951 members 
Mstep: Class 25 contains 34685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271344.000000 Penalty: 204141.406250
Iteration 101Q: 26 clusters Score -1.382713e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 30468 members 
Mstep: Class 3 contains 169984 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36844 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52661 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22558 members 
Mstep: Class 11 contains 126168 members 
Mstep: Class 12 contains 7860 members 
Mstep: Class 13 contains 7671 members 
Mstep: Class 14 contains 11519 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 12731 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4389 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 463 members 
Mstep: Class 24 contains 27952 members 
Mstep: Class 25 contains 34690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271440.000000 Penalty: 204141.406250
Iteration 102Q: 26 clusters Score -1.382714e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 30465 members 
Mstep: Class 3 contains 169976 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36843 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52660 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22551 members 
Mstep: Class 11 contains 126173 members 
Mstep: Class 12 contains 7860 members 
Mstep: Class 13 contains 7669 members 
Mstep: Class 14 contains 11518 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 12731 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4391 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 457 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271536.000000 Penalty: 204141.406250
Iteration 103Q: 26 clusters Score -1.382715e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 30461 members 
Mstep: Class 3 contains 169975 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36843 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22551 members 
Mstep: Class 11 contains 126178 members 
Mstep: Class 12 contains 7860 members 
Mstep: Class 13 contains 7668 members 
Mstep: Class 14 contains 11515 members 
Mstep: Class 15 contains 38398 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 12731 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4389 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 453 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271600.000000 Penalty: 204141.406250
Iteration 104Q: 26 clusters Score -1.382716e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 30457 members 
Mstep: Class 3 contains 169972 members 
Mstep: Class 4 contains 5629 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36847 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22548 members 
Mstep: Class 11 contains 126181 members 
Mstep: Class 12 contains 7860 members 
Mstep: Class 13 contains 7664 members 
Mstep: Class 14 contains 11512 members 
Mstep: Class 15 contains 38398 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 12732 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4390 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 446 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271568.000000 Penalty: 204141.406250
Iteration 105Q: 26 clusters Score -1.382716e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 30456 members 
Mstep: Class 3 contains 169972 members 
Mstep: Class 4 contains 5627 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22549 members 
Mstep: Class 11 contains 126184 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 7664 members 
Mstep: Class 14 contains 11508 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 12734 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4389 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 442 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271664.000000 Penalty: 204141.406250
Iteration 106Q: 26 clusters Score -1.382717e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30455 members 
Mstep: Class 3 contains 169973 members 
Mstep: Class 4 contains 5626 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36847 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22550 members 
Mstep: Class 11 contains 126184 members 
Mstep: Class 12 contains 7861 members 
Mstep: Class 13 contains 7659 members 
Mstep: Class 14 contains 11507 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 12735 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4387 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271664.000000 Penalty: 204141.406250
Iteration 107Q: 26 clusters Score -1.382717e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30453 members 
Mstep: Class 3 contains 169972 members 
Mstep: Class 4 contains 5622 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36847 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22550 members 
Mstep: Class 11 contains 126188 members 
Mstep: Class 12 contains 7861 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 11506 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 12735 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4383 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271616.000000 Penalty: 204141.406250
Iteration 108Q: 26 clusters Score -1.382716e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30453 members 
Mstep: Class 3 contains 169969 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36849 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22545 members 
Mstep: Class 11 contains 126194 members 
Mstep: Class 12 contains 7861 members 
Mstep: Class 13 contains 7659 members 
Mstep: Class 14 contains 11504 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7865 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4381 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271568.000000 Penalty: 204141.406250
Iteration 109Q: 26 clusters Score -1.382716e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30453 members 
Mstep: Class 3 contains 169966 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22545 members 
Mstep: Class 11 contains 126195 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 7660 members 
Mstep: Class 14 contains 11498 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7867 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4380 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271712.000000 Penalty: 204141.406250
Iteration 110Q: 26 clusters Score -1.382717e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30453 members 
Mstep: Class 3 contains 169963 members 
Mstep: Class 4 contains 5618 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36852 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22542 members 
Mstep: Class 11 contains 126198 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 7662 members 
Mstep: Class 14 contains 11495 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7869 members 
Mstep: Class 17 contains 12736 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10924 members 
Mstep: Class 21 contains 4377 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271696.000000 Penalty: 204141.406250
Iteration 111Q: 26 clusters Score -1.382717e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30453 members 
Mstep: Class 3 contains 169960 members 
Mstep: Class 4 contains 5618 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36854 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22541 members 
Mstep: Class 11 contains 126198 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 7662 members 
Mstep: Class 14 contains 11491 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7870 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4377 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 27955 members 
Mstep: Class 25 contains 34747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271792.000000 Penalty: 204141.406250
Iteration 112Q: 26 clusters Score -1.382718e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30451 members 
Mstep: Class 3 contains 169960 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22542 members 
Mstep: Class 11 contains 126200 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10921 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271776.000000 Penalty: 204141.406250
Iteration 113Q: 26 clusters Score -1.382718e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30450 members 
Mstep: Class 3 contains 169958 members 
Mstep: Class 4 contains 5609 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36858 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22543 members 
Mstep: Class 11 contains 126202 members 
Mstep: Class 12 contains 7863 members 
Mstep: Class 13 contains 7657 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10920 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 27957 members 
Mstep: Class 25 contains 34757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271792.000000 Penalty: 204141.406250
Iteration 114Q: 26 clusters Score -1.382718e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30447 members 
Mstep: Class 3 contains 169956 members 
Mstep: Class 4 contains 5606 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36860 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22545 members 
Mstep: Class 11 contains 126203 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7654 members 
Mstep: Class 14 contains 11486 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10921 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 27957 members 
Mstep: Class 25 contains 34762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271776.000000 Penalty: 204141.406250
Iteration 115Q: 26 clusters Score -1.382718e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30446 members 
Mstep: Class 3 contains 169956 members 
Mstep: Class 4 contains 5601 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36861 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22544 members 
Mstep: Class 11 contains 126204 members 
Mstep: Class 12 contains 7868 members 
Mstep: Class 13 contains 7654 members 
Mstep: Class 14 contains 11484 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10921 members 
Mstep: Class 21 contains 4377 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 27957 members 
Mstep: Class 25 contains 34765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271712.000000 Penalty: 204141.406250
Iteration 116Q: 26 clusters Score -1.382717e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30445 members 
Mstep: Class 3 contains 169955 members 
Mstep: Class 4 contains 5595 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36861 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22545 members 
Mstep: Class 11 contains 126206 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7653 members 
Mstep: Class 14 contains 11484 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10921 members 
Mstep: Class 21 contains 4377 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 27957 members 
Mstep: Class 25 contains 34773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271600.000000 Penalty: 204141.406250
Iteration 117Q: 26 clusters Score -1.382716e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30441 members 
Mstep: Class 3 contains 169957 members 
Mstep: Class 4 contains 5592 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 36862 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22546 members 
Mstep: Class 11 contains 126209 members 
Mstep: Class 12 contains 7864 members 
Mstep: Class 13 contains 7650 members 
Mstep: Class 14 contains 11484 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10921 members 
Mstep: Class 21 contains 4376 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 27957 members 
Mstep: Class 25 contains 34778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271648.000000 Penalty: 204141.406250
Iteration 118Q: 26 clusters Score -1.382716e+08 nChanged 7
Entering ConstructFrom: 
Score: -138271648.000000 Penalty: 204141.406250
Entering ConstructFrom: 
Trying to split cluster 1 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -84539.132812 Penalty: 3867.048096
	Iteration 0F: 2 clusters Score -84539.13 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 285 members 
Entering Unmasked Estep 
Score: -81284.453125 Penalty: 7734.096191
	Iteration 0F: 3 clusters Score -81284.45 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -81822.015625 Penalty: 7734.096191
	Iteration 1F: 3 clusters Score -81822.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -82289.609375 Penalty: 7734.096191
	Iteration 2F: 3 clusters Score -82289.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -82614.351562 Penalty: 7734.096191
	Iteration 3F: 3 clusters Score -82614.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -82877.523438 Penalty: 7734.096191
	Iteration 4Q: 3 clusters Score -82877.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -83039.265625 Penalty: 7734.096191
	Iteration 5Q: 3 clusters Score -83039.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -83125.671875 Penalty: 7734.096191
	Iteration 6Q: 3 clusters Score -83125.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -83190.648438 Penalty: 7734.096191
	Iteration 7Q: 3 clusters Score -83190.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -83241.195312 Penalty: 7734.096191
	Iteration 8Q: 3 clusters Score -83241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -83297.882812 Penalty: 7734.096191
	Iteration 9Q: 3 clusters Score -83297.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -83306.164062 Penalty: 7734.096191
	Iteration 10Q: 3 clusters Score -83306.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -83306.164062 Penalty: 7734.096191
	Iteration 11F: 3 clusters Score -83306.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (30439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Entering Unmasked Estep 
Score: -6801710.500000 Penalty: 6323.131348
	Iteration 0F: 2 clusters Score -6801710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -6778726.000000 Penalty: 12646.262695
	Iteration 0F: 3 clusters Score -6778726 nChanged 12822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -6785492.500000 Penalty: 12646.262695
	Iteration 1F: 3 clusters Score -6785492 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -6786248.000000 Penalty: 12646.262695
	Iteration 2F: 3 clusters Score -6786248 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -6786928.000000 Penalty: 12646.262695
	Iteration 3Q: 3 clusters Score -6786928 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -6787745.500000 Penalty: 12646.262695
	Iteration 4Q: 3 clusters Score -6787746 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -6788853.000000 Penalty: 12646.262695
	Iteration 5Q: 3 clusters Score -6788853 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -6790048.000000 Penalty: 12646.262695
	Iteration 6F: 3 clusters Score -6790048 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -6791190.500000 Penalty: 12646.262695
	Iteration 7F: 3 clusters Score -6791190 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -6792158.500000 Penalty: 12646.262695
	Iteration 8F: 3 clusters Score -6792158 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -6792981.500000 Penalty: 12646.262695
	Iteration 9F: 3 clusters Score -6792982 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -6793854.500000 Penalty: 12646.262695
	Iteration 10Q: 3 clusters Score -6793854 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -6794628.500000 Penalty: 12646.262695
	Iteration 11Q: 3 clusters Score -6794628 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -6795292.000000 Penalty: 12646.262695
	Iteration 12Q: 3 clusters Score -6795292 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -6795785.500000 Penalty: 12646.262695
	Iteration 13Q: 3 clusters Score -6795786 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -6796209.500000 Penalty: 12646.262695
	Iteration 14Q: 3 clusters Score -6796210 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -6796592.000000 Penalty: 12646.262695
	Iteration 15Q: 3 clusters Score -6796592 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -6796919.500000 Penalty: 12646.262695
	Iteration 16Q: 3 clusters Score -6796920 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -6797210.500000 Penalty: 12646.262695
	Iteration 17Q: 3 clusters Score -6797210 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -6797467.500000 Penalty: 12646.262695
	Iteration 18Q: 3 clusters Score -6797468 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -6797693.500000 Penalty: 12646.262695
	Iteration 19Q: 3 clusters Score -6797694 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -6797864.000000 Penalty: 12646.262695
	Iteration 20F: 3 clusters Score -6797864 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -6797983.500000 Penalty: 12646.262695
	Iteration 21Q: 3 clusters Score -6797984 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -6798090.500000 Penalty: 12646.262695
	Iteration 22Q: 3 clusters Score -6798090 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -6798200.000000 Penalty: 12646.262695
	Iteration 23Q: 3 clusters Score -6798200 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -6798280.500000 Penalty: 12646.262695
	Iteration 24Q: 3 clusters Score -6798280 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -6798370.500000 Penalty: 12646.262695
	Iteration 25Q: 3 clusters Score -6798370 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -6798442.500000 Penalty: 12646.262695
	Iteration 26Q: 3 clusters Score -6798442 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -6798515.000000 Penalty: 12646.262695
	Iteration 27Q: 3 clusters Score -6798515 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6798522.500000 Penalty: 12646.262695
	Iteration 28Q: 3 clusters Score -6798522 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -6798568.500000 Penalty: 12646.262695
	Iteration 29Q: 3 clusters Score -6798568 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -6798625.000000 Penalty: 12646.262695
	Iteration 30Q: 3 clusters Score -6798625 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6798658.000000 Penalty: 12646.262695
	Iteration 31Q: 3 clusters Score -6798658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -6798695.500000 Penalty: 12646.262695
	Iteration 32Q: 3 clusters Score -6798696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -6798755.500000 Penalty: 12646.262695
	Iteration 33Q: 3 clusters Score -6798756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6798793.000000 Penalty: 12646.262695
	Iteration 34Q: 3 clusters Score -6798793 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6798806.500000 Penalty: 12646.262695
	Iteration 35Q: 3 clusters Score -6798806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -6798829.500000 Penalty: 12646.262695
	Iteration 36Q: 3 clusters Score -6798830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -6798846.500000 Penalty: 12646.262695
	Iteration 37Q: 3 clusters Score -6798846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6798866.000000 Penalty: 12646.262695
	Iteration 38Q: 3 clusters Score -6798866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6798871.500000 Penalty: 12646.262695
	Iteration 39Q: 3 clusters Score -6798872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6798860.000000 Penalty: 12646.262695
	Iteration 40F: 3 clusters Score -6798860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6798876.000000 Penalty: 12646.262695
	Iteration 41Q: 3 clusters Score -6798876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6798876.000000 Penalty: 12646.262695
	Iteration 42Q: 3 clusters Score -6798876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6798878.000000 Penalty: 12646.262695
	Iteration 43Q: 3 clusters Score -6798878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -6798870.500000 Penalty: 12646.262695
	Iteration 44Q: 3 clusters Score -6798870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6798884.000000 Penalty: 12646.262695
	Iteration 45Q: 3 clusters Score -6798884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6798892.000000 Penalty: 12646.262695
	Iteration 46Q: 3 clusters Score -6798892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6798893.000000 Penalty: 12646.262695
	Iteration 47Q: 3 clusters Score -6798893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6798895.000000 Penalty: 12646.262695
	Iteration 48Q: 3 clusters Score -6798895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6798891.500000 Penalty: 12646.262695
	Iteration 49Q: 3 clusters Score -6798892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6798896.500000 Penalty: 12646.262695
	Iteration 50Q: 3 clusters Score -6798896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6798896.500000 Penalty: 12646.262695
	Iteration 51F: 3 clusters Score -6798896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (169958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169958 members 
Entering Unmasked Estep 
Score: -38457180.000000 Penalty: 7376.524902
	Iteration 0F: 2 clusters Score -3.845718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 85018 members 
Entering Unmasked Estep 
Score: -38343308.000000 Penalty: 14753.049805
	Iteration 0F: 3 clusters Score -3.834331e+07 nChanged 79677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84555 members 
Mstep: Class 2 contains 85403 members 
Entering Unmasked Estep 
Score: -38388000.000000 Penalty: 14753.049805
	Iteration 1F: 3 clusters Score -3.8388e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84353 members 
Mstep: Class 2 contains 85605 members 
Entering Unmasked Estep 
Score: -38389204.000000 Penalty: 14753.049805
	Iteration 2Q: 3 clusters Score -3.83892e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84162 members 
Mstep: Class 2 contains 85796 members 
Entering Unmasked Estep 
Score: -38390408.000000 Penalty: 14753.049805
	Iteration 3Q: 3 clusters Score -3.839041e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83885 members 
Mstep: Class 2 contains 86073 members 
Entering Unmasked Estep 
Score: -38391392.000000 Penalty: 14753.049805
	Iteration 4Q: 3 clusters Score -3.839139e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83555 members 
Mstep: Class 2 contains 86403 members 
Entering Unmasked Estep 
Score: -38392412.000000 Penalty: 14753.049805
	Iteration 5Q: 3 clusters Score -3.839241e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83013 members 
Mstep: Class 2 contains 86945 members 
Entering Unmasked Estep 
Score: -38393412.000000 Penalty: 14753.049805
	Iteration 6Q: 3 clusters Score -3.839341e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82253 members 
Mstep: Class 2 contains 87705 members 
Entering Unmasked Estep 
Score: -38394332.000000 Penalty: 14753.049805
	Iteration 7Q: 3 clusters Score -3.839433e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81139 members 
Mstep: Class 2 contains 88819 members 
Entering Unmasked Estep 
Score: -38395412.000000 Penalty: 14753.049805
	Iteration 8Q: 3 clusters Score -3.839541e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 90407 members 
Entering Unmasked Estep 
Score: -38396696.000000 Penalty: 14753.049805
	Iteration 9Q: 3 clusters Score -3.83967e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 92682 members 
Entering Unmasked Estep 
Score: -38397884.000000 Penalty: 14753.049805
	Iteration 10Q: 3 clusters Score -3.839788e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74077 members 
Mstep: Class 2 contains 95881 members 
Entering Unmasked Estep 
Score: -38400124.000000 Penalty: 14753.049805
	Iteration 11Q: 3 clusters Score -3.840012e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69910 members 
Mstep: Class 2 contains 100048 members 
Entering Unmasked Estep 
Score: -38403176.000000 Penalty: 14753.049805
	Iteration 12Q: 3 clusters Score -3.840318e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64575 members 
Mstep: Class 2 contains 105383 members 
Entering Unmasked Estep 
Score: -38407056.000000 Penalty: 14753.049805
	Iteration 13Q: 3 clusters Score -3.840706e+07 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 111591 members 
Entering Unmasked Estep 
Score: -38412292.000000 Penalty: 14753.049805
	Iteration 14Q: 3 clusters Score -3.841229e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 118051 members 
Entering Unmasked Estep 
Score: -38418440.000000 Penalty: 14753.049805
	Iteration 15F: 3 clusters Score -3.841844e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 123885 members 
Entering Unmasked Estep 
Score: -38423964.000000 Penalty: 14753.049805
	Iteration 16Q: 3 clusters Score -3.842396e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 128899 members 
Entering Unmasked Estep 
Score: -38427820.000000 Penalty: 14753.049805
	Iteration 17Q: 3 clusters Score -3.842782e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 133129 members 
Entering Unmasked Estep 
Score: -38430356.000000 Penalty: 14753.049805
	Iteration 18Q: 3 clusters Score -3.843036e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 137101 members 
Entering Unmasked Estep 
Score: -38432368.000000 Penalty: 14753.049805
	Iteration 19Q: 3 clusters Score -3.843237e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 140824 members 
Entering Unmasked Estep 
Score: -38434296.000000 Penalty: 14753.049805
	Iteration 20F: 3 clusters Score -3.84343e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 144411 members 
Entering Unmasked Estep 
Score: -38436088.000000 Penalty: 14753.049805
	Iteration 21Q: 3 clusters Score -3.843609e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 147932 members 
Entering Unmasked Estep 
Score: -38438020.000000 Penalty: 14753.049805
	Iteration 22Q: 3 clusters Score -3.843802e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 151273 members 
Entering Unmasked Estep 
Score: -38439852.000000 Penalty: 14753.049805
	Iteration 23Q: 3 clusters Score -3.843985e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 154415 members 
Entering Unmasked Estep 
Score: -38441732.000000 Penalty: 14753.049805
	Iteration 24Q: 3 clusters Score -3.844173e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 157271 members 
Entering Unmasked Estep 
Score: -38443444.000000 Penalty: 14753.049805
	Iteration 25Q: 3 clusters Score -3.844344e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 159810 members 
Entering Unmasked Estep 
Score: -38445096.000000 Penalty: 14753.049805
	Iteration 26Q: 3 clusters Score -3.84451e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 162008 members 
Entering Unmasked Estep 
Score: -38446464.000000 Penalty: 14753.049805
	Iteration 27Q: 3 clusters Score -3.844646e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 163813 members 
Entering Unmasked Estep 
Score: -38447612.000000 Penalty: 14753.049805
	Iteration 28Q: 3 clusters Score -3.844761e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 165241 members 
Entering Unmasked Estep 
Score: -38448684.000000 Penalty: 14753.049805
	Iteration 29Q: 3 clusters Score -3.844868e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 166271 members 
Entering Unmasked Estep 
Score: -38449356.000000 Penalty: 14753.049805
	Iteration 30Q: 3 clusters Score -3.844936e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 166969 members 
Entering Unmasked Estep 
Score: -38449776.000000 Penalty: 14753.049805
	Iteration 31Q: 3 clusters Score -3.844978e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 167475 members 
Entering Unmasked Estep 
Score: -38450080.000000 Penalty: 14753.049805
	Iteration 32Q: 3 clusters Score -3.845008e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 167830 members 
Entering Unmasked Estep 
Score: -38450404.000000 Penalty: 14753.049805
	Iteration 33Q: 3 clusters Score -3.84504e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 168048 members 
Entering Unmasked Estep 
Score: -38450628.000000 Penalty: 14753.049805
	Iteration 34Q: 3 clusters Score -3.845063e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 168197 members 
Entering Unmasked Estep 
Score: -38450744.000000 Penalty: 14753.049805
	Iteration 35Q: 3 clusters Score -3.845074e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 168295 members 
Entering Unmasked Estep 
Score: -38450852.000000 Penalty: 14753.049805
	Iteration 36Q: 3 clusters Score -3.845085e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 168361 members 
Entering Unmasked Estep 
Score: -38450832.000000 Penalty: 14753.049805
	Iteration 37Q: 3 clusters Score -3.845083e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 168406 members 
Entering Unmasked Estep 
Score: -38450904.000000 Penalty: 14753.049805
	Iteration 38Q: 3 clusters Score -3.84509e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 168441 members 
Entering Unmasked Estep 
Score: -38450960.000000 Penalty: 14753.049805
	Iteration 39Q: 3 clusters Score -3.845096e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 168459 members 
Entering Unmasked Estep 
Score: -38450936.000000 Penalty: 14753.049805
	Iteration 40F: 3 clusters Score -3.845094e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 168480 members 
Entering Unmasked Estep 
Score: -38450988.000000 Penalty: 14753.049805
	Iteration 41Q: 3 clusters Score -3.845099e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 168496 members 
Entering Unmasked Estep 
Score: -38450948.000000 Penalty: 14753.049805
	Iteration 42Q: 3 clusters Score -3.845095e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 168510 members 
Entering Unmasked Estep 
Score: -38450960.000000 Penalty: 14753.049805
	Iteration 43Q: 3 clusters Score -3.845096e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 168522 members 
Entering Unmasked Estep 
Score: -38450996.000000 Penalty: 14753.049805
	Iteration 44Q: 3 clusters Score -3.8451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 168530 members 
Entering Unmasked Estep 
Score: -38450976.000000 Penalty: 14753.049805
	Iteration 45Q: 3 clusters Score -3.845098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 168536 members 
Entering Unmasked Estep 
Score: -38450988.000000 Penalty: 14753.049805
	Iteration 46Q: 3 clusters Score -3.845099e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 168543 members 
Entering Unmasked Estep 
Score: -38450996.000000 Penalty: 14753.049805
	Iteration 47Q: 3 clusters Score -3.8451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 168544 members 
Entering Unmasked Estep 
Score: -38451020.000000 Penalty: 14753.049805
	Iteration 48Q: 3 clusters Score -3.845102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 168546 members 
Entering Unmasked Estep 
Score: -38451008.000000 Penalty: 14753.049805
	Iteration 49Q: 3 clusters Score -3.845101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 168547 members 
Entering Unmasked Estep 
Score: -38451020.000000 Penalty: 14753.049805
	Iteration 50Q: 3 clusters Score -3.845102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 168549 members 
Entering Unmasked Estep 
Score: -38451020.000000 Penalty: 14753.049805
	Iteration 51Q: 3 clusters Score -3.845102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 168551 members 
Entering Unmasked Estep 
Score: -38451032.000000 Penalty: 14753.049805
	Iteration 52Q: 3 clusters Score -3.845103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 168554 members 
Entering Unmasked Estep 
Score: -38451040.000000 Penalty: 14753.049805
	Iteration 53Q: 3 clusters Score -3.845104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 168556 members 
Entering Unmasked Estep 
Score: -38451044.000000 Penalty: 14753.049805
	Iteration 54Q: 3 clusters Score -3.845104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 168557 members 
Entering Unmasked Estep 
Score: -38451056.000000 Penalty: 14753.049805
	Iteration 55Q: 3 clusters Score -3.845106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 168559 members 
Entering Unmasked Estep 
Score: -38451036.000000 Penalty: 14753.049805
	Iteration 56Q: 3 clusters Score -3.845104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 168560 members 
Entering Unmasked Estep 
Score: -38451028.000000 Penalty: 14753.049805
	Iteration 57Q: 3 clusters Score -3.845103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 168561 members 
Entering Unmasked Estep 
Score: -38451032.000000 Penalty: 14753.049805
	Iteration 58Q: 3 clusters Score -3.845103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 168561 members 
Entering Unmasked Estep 
Score: -38451032.000000 Penalty: 14753.049805
	Iteration 59F: 3 clusters Score -3.845103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Entering Unmasked Estep 
Score: -1225241.750000 Penalty: 5285.100098
	Iteration 0F: 2 clusters Score -1225242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1217763.625000 Penalty: 10570.200195
	Iteration 0F: 3 clusters Score -1217764 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1219009.000000 Penalty: 10570.200195
	Iteration 1F: 3 clusters Score -1219009 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1219365.625000 Penalty: 10570.200195
	Iteration 2F: 3 clusters Score -1219366 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1219552.125000 Penalty: 10570.200195
	Iteration 3Q: 3 clusters Score -1219552 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1219665.375000 Penalty: 10570.200195
	Iteration 4Q: 3 clusters Score -1219665 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1219738.375000 Penalty: 10570.200195
	Iteration 5Q: 3 clusters Score -1219738 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1219784.125000 Penalty: 10570.200195
	Iteration 6Q: 3 clusters Score -1219784 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1219825.500000 Penalty: 10570.200195
	Iteration 7Q: 3 clusters Score -1219826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1219849.875000 Penalty: 10570.200195
	Iteration 8Q: 3 clusters Score -1219850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1219873.625000 Penalty: 10570.200195
	Iteration 9Q: 3 clusters Score -1219874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1219893.625000 Penalty: 10570.200195
	Iteration 10Q: 3 clusters Score -1219894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1219922.000000 Penalty: 10570.200195
	Iteration 11Q: 3 clusters Score -1219922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1219942.500000 Penalty: 10570.200195
	Iteration 12Q: 3 clusters Score -1219942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1219957.875000 Penalty: 10570.200195
	Iteration 13Q: 3 clusters Score -1219958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1219972.000000 Penalty: 10570.200195
	Iteration 14Q: 3 clusters Score -1219972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1219983.500000 Penalty: 10570.200195
	Iteration 15Q: 3 clusters Score -1219984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1219998.375000 Penalty: 10570.200195
	Iteration 16Q: 3 clusters Score -1219998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1220011.625000 Penalty: 10570.200195
	Iteration 17Q: 3 clusters Score -1220012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1220033.000000 Penalty: 10570.200195
	Iteration 18Q: 3 clusters Score -1220033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1220055.125000 Penalty: 10570.200195
	Iteration 19Q: 3 clusters Score -1220055 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1220075.625000 Penalty: 10570.200195
	Iteration 20F: 3 clusters Score -1220076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1220091.875000 Penalty: 10570.200195
	Iteration 21Q: 3 clusters Score -1220092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1220105.250000 Penalty: 10570.200195
	Iteration 22Q: 3 clusters Score -1220105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1220114.875000 Penalty: 10570.200195
	Iteration 23Q: 3 clusters Score -1220115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1220121.750000 Penalty: 10570.200195
	Iteration 24Q: 3 clusters Score -1220122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1220127.375000 Penalty: 10570.200195
	Iteration 25Q: 3 clusters Score -1220127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1220130.625000 Penalty: 10570.200195
	Iteration 26Q: 3 clusters Score -1220131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1220135.250000 Penalty: 10570.200195
	Iteration 27Q: 3 clusters Score -1220135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1220141.375000 Penalty: 10570.200195
	Iteration 28Q: 3 clusters Score -1220141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1220144.750000 Penalty: 10570.200195
	Iteration 29Q: 3 clusters Score -1220145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1220149.625000 Penalty: 10570.200195
	Iteration 30Q: 3 clusters Score -1220150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1220153.250000 Penalty: 10570.200195
	Iteration 31Q: 3 clusters Score -1220153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1220156.625000 Penalty: 10570.200195
	Iteration 32Q: 3 clusters Score -1220157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1220164.500000 Penalty: 10570.200195
	Iteration 33Q: 3 clusters Score -1220164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1220172.625000 Penalty: 10570.200195
	Iteration 34Q: 3 clusters Score -1220173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1220182.375000 Penalty: 10570.200195
	Iteration 35Q: 3 clusters Score -1220182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1220192.375000 Penalty: 10570.200195
	Iteration 36Q: 3 clusters Score -1220192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1220201.625000 Penalty: 10570.200195
	Iteration 37Q: 3 clusters Score -1220202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1220204.250000 Penalty: 10570.200195
	Iteration 38Q: 3 clusters Score -1220204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1220206.250000 Penalty: 10570.200195
	Iteration 39Q: 3 clusters Score -1220206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1220211.625000 Penalty: 10570.200195
	Iteration 40F: 3 clusters Score -1220212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1220215.250000 Penalty: 10570.200195
	Iteration 41Q: 3 clusters Score -1220215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1220216.250000 Penalty: 10570.200195
	Iteration 42Q: 3 clusters Score -1220216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1220216.125000 Penalty: 10570.200195
	Iteration 43Q: 3 clusters Score -1220216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1220219.125000 Penalty: 10570.200195
	Iteration 44Q: 3 clusters Score -1220219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1220221.625000 Penalty: 10570.200195
	Iteration 45Q: 3 clusters Score -1220222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1220221.625000 Penalty: 10570.200195
	Iteration 46F: 3 clusters Score -1220222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -299273.187500 Penalty: 4483.822754
	Iteration 0F: 2 clusters Score -299273.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -294853.906250 Penalty: 8967.645508
	Iteration 0F: 3 clusters Score -294853.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -296093.781250 Penalty: 8967.645508
	Iteration 1F: 3 clusters Score -296093.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -297494.468750 Penalty: 8967.645508
	Iteration 2F: 3 clusters Score -297494.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -298696.093750 Penalty: 8967.645508
	Iteration 3F: 3 clusters Score -298696.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -299301.156250 Penalty: 8967.645508
	Iteration 4F: 3 clusters Score -299301.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -299900.625000 Penalty: 8967.645508
	Iteration 5Q: 3 clusters Score -299900.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -300776.437500 Penalty: 8967.645508
	Iteration 6Q: 3 clusters Score -300776.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -301283.750000 Penalty: 8967.645508
	Iteration 7Q: 3 clusters Score -301283.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -301655.250000 Penalty: 8967.645508
	Iteration 8Q: 3 clusters Score -301655.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -302023.468750 Penalty: 8967.645508
	Iteration 9Q: 3 clusters Score -302023.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -302182.281250 Penalty: 8967.645508
	Iteration 10Q: 3 clusters Score -302182.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -302307.812500 Penalty: 8967.645508
	Iteration 11Q: 3 clusters Score -302307.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -302520.531250 Penalty: 8967.645508
	Iteration 12Q: 3 clusters Score -302520.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -302741.093750 Penalty: 8967.645508
	Iteration 13Q: 3 clusters Score -302741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -302904.468750 Penalty: 8967.645508
	Iteration 14Q: 3 clusters Score -302904.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -303134.718750 Penalty: 8967.645508
	Iteration 15F: 3 clusters Score -303134.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -304600.906250 Penalty: 8967.645508
	Iteration 16Q: 3 clusters Score -304600.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -305822.218750 Penalty: 8967.645508
	Iteration 17Q: 3 clusters Score -305822.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -305822.218750 Penalty: 8967.645508
	Iteration 18F: 3 clusters Score -305822.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30439 members 
Mstep: Class 3 contains 169958 members 
Mstep: Class 4 contains 5590 members 
Mstep: Class 5 contains 1136 members 
Mstep: Class 6 contains 36863 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22546 members 
Mstep: Class 11 contains 126210 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10921 members 
Mstep: Class 21 contains 4376 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 27957 members 
Mstep: Class 25 contains 34778 members 
Mstep: Class 26 contains 375 members 
Entering Unmasked Estep 
Score: -138274656.000000 Penalty: 212307.062500
Splitting cluster 5 changes total score from -138271648.000000 to -138274656.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (36863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Entering Unmasked Estep 
Score: -8367845.000000 Penalty: 6440.415039
	Iteration 0F: 2 clusters Score -8367845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -8340598.000000 Penalty: 12880.830078
	Iteration 0F: 3 clusters Score -8340598 nChanged 15785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -8348786.000000 Penalty: 12880.830078
	Iteration 1F: 3 clusters Score -8348786 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -8349657.500000 Penalty: 12880.830078
	Iteration 2F: 3 clusters Score -8349658 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -8350320.500000 Penalty: 12880.830078
	Iteration 3Q: 3 clusters Score -8350320 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -8350886.000000 Penalty: 12880.830078
	Iteration 4Q: 3 clusters Score -8350886 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -8351393.500000 Penalty: 12880.830078
	Iteration 5Q: 3 clusters Score -8351394 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -8351886.000000 Penalty: 12880.830078
	Iteration 6Q: 3 clusters Score -8351886 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -8352438.500000 Penalty: 12880.830078
	Iteration 7Q: 3 clusters Score -8352438 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -8352986.500000 Penalty: 12880.830078
	Iteration 8Q: 3 clusters Score -8352986 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -8353549.500000 Penalty: 12880.830078
	Iteration 9Q: 3 clusters Score -8353550 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -8354153.000000 Penalty: 12880.830078
	Iteration 10Q: 3 clusters Score -8354153 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -8354791.500000 Penalty: 12880.830078
	Iteration 11Q: 3 clusters Score -8354792 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -8355404.000000 Penalty: 12880.830078
	Iteration 12Q: 3 clusters Score -8355404 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -8355888.000000 Penalty: 12880.830078
	Iteration 13Q: 3 clusters Score -8355888 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -8356416.500000 Penalty: 12880.830078
	Iteration 14Q: 3 clusters Score -8356416 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -8356874.000000 Penalty: 12880.830078
	Iteration 15Q: 3 clusters Score -8356874 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -8357204.500000 Penalty: 12880.830078
	Iteration 16Q: 3 clusters Score -8357204 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -8357568.500000 Penalty: 12880.830078
	Iteration 17Q: 3 clusters Score -8357568 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -8357848.500000 Penalty: 12880.830078
	Iteration 18Q: 3 clusters Score -8357848 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -8358106.000000 Penalty: 12880.830078
	Iteration 19Q: 3 clusters Score -8358106 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -8358385.500000 Penalty: 12880.830078
	Iteration 20F: 3 clusters Score -8358386 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -8358617.000000 Penalty: 12880.830078
	Iteration 21Q: 3 clusters Score -8358617 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -8358807.000000 Penalty: 12880.830078
	Iteration 22Q: 3 clusters Score -8358807 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -8359015.000000 Penalty: 12880.830078
	Iteration 23Q: 3 clusters Score -8359015 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -8359188.500000 Penalty: 12880.830078
	Iteration 24Q: 3 clusters Score -8359188 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -8359433.000000 Penalty: 12880.830078
	Iteration 25Q: 3 clusters Score -8359433 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -8359659.500000 Penalty: 12880.830078
	Iteration 26Q: 3 clusters Score -8359660 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -8359840.500000 Penalty: 12880.830078
	Iteration 27Q: 3 clusters Score -8359840 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -8360019.000000 Penalty: 12880.830078
	Iteration 28Q: 3 clusters Score -8360019 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -8360231.000000 Penalty: 12880.830078
	Iteration 29Q: 3 clusters Score -8360231 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -8360393.000000 Penalty: 12880.830078
	Iteration 30Q: 3 clusters Score -8360393 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -8360579.500000 Penalty: 12880.830078
	Iteration 31Q: 3 clusters Score -8360580 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -8360771.000000 Penalty: 12880.830078
	Iteration 32Q: 3 clusters Score -8360771 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -8360959.000000 Penalty: 12880.830078
	Iteration 33Q: 3 clusters Score -8360959 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -8361198.500000 Penalty: 12880.830078
	Iteration 34Q: 3 clusters Score -8361198 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -8361436.500000 Penalty: 12880.830078
	Iteration 35Q: 3 clusters Score -8361436 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -8361711.000000 Penalty: 12880.830078
	Iteration 36Q: 3 clusters Score -8361711 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -8361966.500000 Penalty: 12880.830078
	Iteration 37Q: 3 clusters Score -8361966 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -8362267.000000 Penalty: 12880.830078
	Iteration 38Q: 3 clusters Score -8362267 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -8362515.500000 Penalty: 12880.830078
	Iteration 39Q: 3 clusters Score -8362516 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -8362739.500000 Penalty: 12880.830078
	Iteration 40F: 3 clusters Score -8362740 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -8362940.500000 Penalty: 12880.830078
	Iteration 41Q: 3 clusters Score -8362940 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -8363107.500000 Penalty: 12880.830078
	Iteration 42Q: 3 clusters Score -8363108 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -8363216.500000 Penalty: 12880.830078
	Iteration 43Q: 3 clusters Score -8363216 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -8363299.000000 Penalty: 12880.830078
	Iteration 44Q: 3 clusters Score -8363299 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -8363347.500000 Penalty: 12880.830078
	Iteration 45Q: 3 clusters Score -8363348 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -8363409.500000 Penalty: 12880.830078
	Iteration 46Q: 3 clusters Score -8363410 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -8363432.500000 Penalty: 12880.830078
	Iteration 47Q: 3 clusters Score -8363432 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -8363458.000000 Penalty: 12880.830078
	Iteration 48Q: 3 clusters Score -8363458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -8363490.500000 Penalty: 12880.830078
	Iteration 49Q: 3 clusters Score -8363490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -8363500.500000 Penalty: 12880.830078
	Iteration 50Q: 3 clusters Score -8363500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -8363500.000000 Penalty: 12880.830078
	Iteration 51Q: 3 clusters Score -8363500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -8363507.500000 Penalty: 12880.830078
	Iteration 52Q: 3 clusters Score -8363508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -8363510.000000 Penalty: 12880.830078
	Iteration 53Q: 3 clusters Score -8363510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -8363504.500000 Penalty: 12880.830078
	Iteration 54Q: 3 clusters Score -8363504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -8363518.500000 Penalty: 12880.830078
	Iteration 55Q: 3 clusters Score -8363518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -8363530.500000 Penalty: 12880.830078
	Iteration 56Q: 3 clusters Score -8363530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -8363522.500000 Penalty: 12880.830078
	Iteration 57Q: 3 clusters Score -8363522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -8363534.000000 Penalty: 12880.830078
	Iteration 58Q: 3 clusters Score -8363534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -8363533.500000 Penalty: 12880.830078
	Iteration 59Q: 3 clusters Score -8363534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -8363534.500000 Penalty: 12880.830078
	Iteration 60F: 3 clusters Score -8363534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -8363533.500000 Penalty: 12880.830078
	Iteration 61Q: 3 clusters Score -8363534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -8363544.500000 Penalty: 12880.830078
	Iteration 62Q: 3 clusters Score -8363544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -8363542.000000 Penalty: 12880.830078
	Iteration 63Q: 3 clusters Score -8363542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -8363543.000000 Penalty: 12880.830078
	Iteration 64Q: 3 clusters Score -8363543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -8363545.500000 Penalty: 12880.830078
	Iteration 65Q: 3 clusters Score -8363546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -8363545.500000 Penalty: 12880.830078
	Iteration 66Q: 3 clusters Score -8363546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -8363551.500000 Penalty: 12880.830078
	Iteration 67Q: 3 clusters Score -8363552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -8363557.000000 Penalty: 12880.830078
	Iteration 68Q: 3 clusters Score -8363557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -8363567.500000 Penalty: 12880.830078
	Iteration 69Q: 3 clusters Score -8363568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -8363565.000000 Penalty: 12880.830078
	Iteration 70Q: 3 clusters Score -8363565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -8363569.500000 Penalty: 12880.830078
	Iteration 71Q: 3 clusters Score -8363570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -8363566.500000 Penalty: 12880.830078
	Iteration 72Q: 3 clusters Score -8363566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -8363564.500000 Penalty: 12880.830078
	Iteration 73Q: 3 clusters Score -8363564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -8363564.500000 Penalty: 12880.830078
	Iteration 74F: 3 clusters Score -8363564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -138175.609375 Penalty: 3982.040039
	Iteration 0F: 2 clusters Score -138175.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -134585.875000 Penalty: 7964.080078
	Iteration 0F: 3 clusters Score -134585.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -134983.531250 Penalty: 7964.080078
	Iteration 1F: 3 clusters Score -134983.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -135427.609375 Penalty: 7964.080078
	Iteration 2F: 3 clusters Score -135427.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -135571.312500 Penalty: 7964.080078
	Iteration 3F: 3 clusters Score -135571.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -135638.250000 Penalty: 7964.080078
	Iteration 4Q: 3 clusters Score -135638.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -135720.437500 Penalty: 7964.080078
	Iteration 5Q: 3 clusters Score -135720.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -135805.765625 Penalty: 7964.080078
	Iteration 6Q: 3 clusters Score -135805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -135835.796875 Penalty: 7964.080078
	Iteration 7Q: 3 clusters Score -135835.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -135957.578125 Penalty: 7964.080078
	Iteration 8Q: 3 clusters Score -135957.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -136074.578125 Penalty: 7964.080078
	Iteration 9Q: 3 clusters Score -136074.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -136182.671875 Penalty: 7964.080078
	Iteration 10Q: 3 clusters Score -136182.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -136280.109375 Penalty: 7964.080078
	Iteration 11Q: 3 clusters Score -136280.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -136334.578125 Penalty: 7964.080078
	Iteration 12Q: 3 clusters Score -136334.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -136363.265625 Penalty: 7964.080078
	Iteration 13Q: 3 clusters Score -136363.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -136374.750000 Penalty: 7964.080078
	Iteration 14Q: 3 clusters Score -136374.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -136392.265625 Penalty: 7964.080078
	Iteration 15Q: 3 clusters Score -136392.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -136398.093750 Penalty: 7964.080078
	Iteration 16Q: 3 clusters Score -136398.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -136402.375000 Penalty: 7964.080078
	Iteration 17Q: 3 clusters Score -136402.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -136402.375000 Penalty: 7964.080078
	Iteration 18F: 3 clusters Score -136402.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (52659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Entering Unmasked Estep 
Score: -12021364.000000 Penalty: 6658.850586
	Iteration 0F: 2 clusters Score -1.202136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -11984034.000000 Penalty: 13317.701172
	Iteration 0F: 3 clusters Score -1.198403e+07 nChanged 23153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -11996194.000000 Penalty: 13317.701172
	Iteration 1F: 3 clusters Score -1.199619e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -11997027.000000 Penalty: 13317.701172
	Iteration 2F: 3 clusters Score -1.199703e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -11997719.000000 Penalty: 13317.701172
	Iteration 3Q: 3 clusters Score -1.199772e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -11998277.000000 Penalty: 13317.701172
	Iteration 4Q: 3 clusters Score -1.199828e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -11998784.000000 Penalty: 13317.701172
	Iteration 5Q: 3 clusters Score -1.199878e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -11999182.000000 Penalty: 13317.701172
	Iteration 6Q: 3 clusters Score -1.199918e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -11999748.000000 Penalty: 13317.701172
	Iteration 7Q: 3 clusters Score -1.199975e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -12000393.000000 Penalty: 13317.701172
	Iteration 8Q: 3 clusters Score -1.200039e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -12001382.000000 Penalty: 13317.701172
	Iteration 9Q: 3 clusters Score -1.200138e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -12002749.000000 Penalty: 13317.701172
	Iteration 10Q: 3 clusters Score -1.200275e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -12004580.000000 Penalty: 13317.701172
	Iteration 11F: 3 clusters Score -1.200458e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -12006568.000000 Penalty: 13317.701172
	Iteration 12F: 3 clusters Score -1.200657e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -12008456.000000 Penalty: 13317.701172
	Iteration 13F: 3 clusters Score -1.200846e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -12009710.000000 Penalty: 13317.701172
	Iteration 14Q: 3 clusters Score -1.200971e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -12010513.000000 Penalty: 13317.701172
	Iteration 15Q: 3 clusters Score -1.201051e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -12010981.000000 Penalty: 13317.701172
	Iteration 16Q: 3 clusters Score -1.201098e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -12011452.000000 Penalty: 13317.701172
	Iteration 17Q: 3 clusters Score -1.201145e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -12011734.000000 Penalty: 13317.701172
	Iteration 18Q: 3 clusters Score -1.201173e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -12012048.000000 Penalty: 13317.701172
	Iteration 19Q: 3 clusters Score -1.201205e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -12012334.000000 Penalty: 13317.701172
	Iteration 20F: 3 clusters Score -1.201233e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -12012550.000000 Penalty: 13317.701172
	Iteration 21Q: 3 clusters Score -1.201255e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -12012782.000000 Penalty: 13317.701172
	Iteration 22Q: 3 clusters Score -1.201278e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -12012979.000000 Penalty: 13317.701172
	Iteration 23Q: 3 clusters Score -1.201298e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -12013124.000000 Penalty: 13317.701172
	Iteration 24Q: 3 clusters Score -1.201312e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -12013323.000000 Penalty: 13317.701172
	Iteration 25Q: 3 clusters Score -1.201332e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -12013480.000000 Penalty: 13317.701172
	Iteration 26Q: 3 clusters Score -1.201348e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -12013681.000000 Penalty: 13317.701172
	Iteration 27Q: 3 clusters Score -1.201368e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -12013862.000000 Penalty: 13317.701172
	Iteration 28Q: 3 clusters Score -1.201386e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -12013981.000000 Penalty: 13317.701172
	Iteration 29Q: 3 clusters Score -1.201398e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -12014110.000000 Penalty: 13317.701172
	Iteration 30Q: 3 clusters Score -1.201411e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -12014284.000000 Penalty: 13317.701172
	Iteration 31Q: 3 clusters Score -1.201428e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -12014390.000000 Penalty: 13317.701172
	Iteration 32Q: 3 clusters Score -1.201439e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -12014502.000000 Penalty: 13317.701172
	Iteration 33Q: 3 clusters Score -1.20145e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -12014650.000000 Penalty: 13317.701172
	Iteration 34Q: 3 clusters Score -1.201465e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -12014753.000000 Penalty: 13317.701172
	Iteration 35Q: 3 clusters Score -1.201475e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -12014796.000000 Penalty: 13317.701172
	Iteration 36Q: 3 clusters Score -1.20148e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -12014888.000000 Penalty: 13317.701172
	Iteration 37Q: 3 clusters Score -1.201489e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -12014999.000000 Penalty: 13317.701172
	Iteration 38Q: 3 clusters Score -1.2015e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -12015067.000000 Penalty: 13317.701172
	Iteration 39Q: 3 clusters Score -1.201507e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -12015164.000000 Penalty: 13317.701172
	Iteration 40F: 3 clusters Score -1.201516e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -12015219.000000 Penalty: 13317.701172
	Iteration 41Q: 3 clusters Score -1.201522e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -12015279.000000 Penalty: 13317.701172
	Iteration 42Q: 3 clusters Score -1.201528e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -12015286.000000 Penalty: 13317.701172
	Iteration 43Q: 3 clusters Score -1.201529e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -12015312.000000 Penalty: 13317.701172
	Iteration 44Q: 3 clusters Score -1.201531e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -12015345.000000 Penalty: 13317.701172
	Iteration 45Q: 3 clusters Score -1.201534e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -12015389.000000 Penalty: 13317.701172
	Iteration 46Q: 3 clusters Score -1.201539e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -12015403.000000 Penalty: 13317.701172
	Iteration 47Q: 3 clusters Score -1.20154e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -12015415.000000 Penalty: 13317.701172
	Iteration 48Q: 3 clusters Score -1.201542e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -12015452.000000 Penalty: 13317.701172
	Iteration 49Q: 3 clusters Score -1.201545e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -12015479.000000 Penalty: 13317.701172
	Iteration 50Q: 3 clusters Score -1.201548e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -12015482.000000 Penalty: 13317.701172
	Iteration 51Q: 3 clusters Score -1.201548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -12015494.000000 Penalty: 13317.701172
	Iteration 52Q: 3 clusters Score -1.201549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -12015500.000000 Penalty: 13317.701172
	Iteration 53Q: 3 clusters Score -1.20155e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -12015526.000000 Penalty: 13317.701172
	Iteration 54Q: 3 clusters Score -1.201553e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -12015511.000000 Penalty: 13317.701172
	Iteration 55Q: 3 clusters Score -1.201551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -12015507.000000 Penalty: 13317.701172
	Iteration 56Q: 3 clusters Score -1.201551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -12015514.000000 Penalty: 13317.701172
	Iteration 57Q: 3 clusters Score -1.201551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -12015519.000000 Penalty: 13317.701172
	Iteration 58Q: 3 clusters Score -1.201552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -12015533.000000 Penalty: 13317.701172
	Iteration 59Q: 3 clusters Score -1.201553e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -12015529.000000 Penalty: 13317.701172
	Iteration 60F: 3 clusters Score -1.201553e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -12015575.000000 Penalty: 13317.701172
	Iteration 61Q: 3 clusters Score -1.201558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -12015579.000000 Penalty: 13317.701172
	Iteration 62Q: 3 clusters Score -1.201558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -12015589.000000 Penalty: 13317.701172
	Iteration 63Q: 3 clusters Score -1.201559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -12015600.000000 Penalty: 13317.701172
	Iteration 64Q: 3 clusters Score -1.20156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -12015598.000000 Penalty: 13317.701172
	Iteration 65Q: 3 clusters Score -1.20156e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -12015620.000000 Penalty: 13317.701172
	Iteration 66Q: 3 clusters Score -1.201562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -12015618.000000 Penalty: 13317.701172
	Iteration 67Q: 3 clusters Score -1.201562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -12015628.000000 Penalty: 13317.701172
	Iteration 68Q: 3 clusters Score -1.201563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -12015637.000000 Penalty: 13317.701172
	Iteration 69Q: 3 clusters Score -1.201564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 50838 members 
Entering Unmasked Estep 
Score: -12015636.000000 Penalty: 13317.701172
	Iteration 70Q: 3 clusters Score -1.201564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -12015631.000000 Penalty: 13317.701172
	Iteration 71Q: 3 clusters Score -1.201563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -12015649.000000 Penalty: 13317.701172
	Iteration 72Q: 3 clusters Score -1.201565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -12015649.000000 Penalty: 13317.701172
	Iteration 73Q: 3 clusters Score -1.201565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -12015650.000000 Penalty: 13317.701172
	Iteration 74Q: 3 clusters Score -1.201565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -12015658.000000 Penalty: 13317.701172
	Iteration 75Q: 3 clusters Score -1.201566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -12015642.000000 Penalty: 13317.701172
	Iteration 76Q: 3 clusters Score -1.201564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -12015642.000000 Penalty: 13317.701172
	Iteration 77Q: 3 clusters Score -1.201564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -12015630.000000 Penalty: 13317.701172
	Iteration 78Q: 3 clusters Score -1.201563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -12015640.000000 Penalty: 13317.701172
	Iteration 79Q: 3 clusters Score -1.201564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -12015644.000000 Penalty: 13317.701172
	Iteration 80F: 3 clusters Score -1.201564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -12015638.000000 Penalty: 13317.701172
	Iteration 81Q: 3 clusters Score -1.201564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -12015641.000000 Penalty: 13317.701172
	Iteration 82Q: 3 clusters Score -1.201564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 50872 members 
Entering Unmasked Estep 
Score: -12015650.000000 Penalty: 13317.701172
	Iteration 83Q: 3 clusters Score -1.201565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -12015647.000000 Penalty: 13317.701172
	Iteration 84Q: 3 clusters Score -1.201565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -12015649.000000 Penalty: 13317.701172
	Iteration 85Q: 3 clusters Score -1.201565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -12015647.000000 Penalty: 13317.701172
	Iteration 86Q: 3 clusters Score -1.201565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -12015641.000000 Penalty: 13317.701172
	Iteration 87Q: 3 clusters Score -1.201564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -12015641.000000 Penalty: 13317.701172
	Iteration 88F: 3 clusters Score -1.201564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -176942.734375 Penalty: 4144.292480
	Iteration 0F: 2 clusters Score -176942.7 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: -173015.140625 Penalty: 8288.584961
	Iteration 0F: 3 clusters Score -173015.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -173354.281250 Penalty: 8288.584961
	Iteration 1F: 3 clusters Score -173354.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -173499.812500 Penalty: 8288.584961
	Iteration 2F: 3 clusters Score -173499.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -173572.562500 Penalty: 8288.584961
	Iteration 3Q: 3 clusters Score -173572.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -173680.609375 Penalty: 8288.584961
	Iteration 4Q: 3 clusters Score -173680.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -173791.093750 Penalty: 8288.584961
	Iteration 5Q: 3 clusters Score -173791.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -173873.671875 Penalty: 8288.584961
	Iteration 6Q: 3 clusters Score -173873.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -173930.437500 Penalty: 8288.584961
	Iteration 7Q: 3 clusters Score -173930.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -173971.515625 Penalty: 8288.584961
	Iteration 8Q: 3 clusters Score -173971.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -174017.687500 Penalty: 8288.584961
	Iteration 9Q: 3 clusters Score -174017.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -174038.968750 Penalty: 8288.584961
	Iteration 10Q: 3 clusters Score -174039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -174062.234375 Penalty: 8288.584961
	Iteration 11Q: 3 clusters Score -174062.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -174089.671875 Penalty: 8288.584961
	Iteration 12Q: 3 clusters Score -174089.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -174135.531250 Penalty: 8288.584961
	Iteration 13Q: 3 clusters Score -174135.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -174207.062500 Penalty: 8288.584961
	Iteration 14Q: 3 clusters Score -174207.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -174381.250000 Penalty: 8288.584961
	Iteration 15Q: 3 clusters Score -174381.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -174678.171875 Penalty: 8288.584961
	Iteration 16Q: 3 clusters Score -174678.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -174985.656250 Penalty: 8288.584961
	Iteration 17Q: 3 clusters Score -174985.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -175094.062500 Penalty: 8288.584961
	Iteration 18Q: 3 clusters Score -175094.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -175130.421875 Penalty: 8288.584961
	Iteration 19Q: 3 clusters Score -175130.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -175177.218750 Penalty: 8288.584961
	Iteration 20F: 3 clusters Score -175177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -175199.500000 Penalty: 8288.584961
	Iteration 21Q: 3 clusters Score -175199.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -175205.843750 Penalty: 8288.584961
	Iteration 22Q: 3 clusters Score -175205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -175211.359375 Penalty: 8288.584961
	Iteration 23Q: 3 clusters Score -175211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -175218.218750 Penalty: 8288.584961
	Iteration 24Q: 3 clusters Score -175218.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -175226.062500 Penalty: 8288.584961
	Iteration 25Q: 3 clusters Score -175226.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -175234.359375 Penalty: 8288.584961
	Iteration 26Q: 3 clusters Score -175234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -175234.359375 Penalty: 8288.584961
	Iteration 27F: 3 clusters Score -175234.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Entering Unmasked Estep 
Score: -5092313.000000 Penalty: 6139.278809
	Iteration 0F: 2 clusters Score -5092313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -5074258.000000 Penalty: 12278.557617
	Iteration 0F: 3 clusters Score -5074258 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -5079349.500000 Penalty: 12278.557617
	Iteration 1F: 3 clusters Score -5079350 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -5080209.500000 Penalty: 12278.557617
	Iteration 2F: 3 clusters Score -5080210 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -5080883.000000 Penalty: 12278.557617
	Iteration 3F: 3 clusters Score -5080883 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -5081638.000000 Penalty: 12278.557617
	Iteration 4F: 3 clusters Score -5081638 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -5082493.000000 Penalty: 12278.557617
	Iteration 5F: 3 clusters Score -5082493 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -5083519.500000 Penalty: 12278.557617
	Iteration 6F: 3 clusters Score -5083520 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -5084542.500000 Penalty: 12278.557617
	Iteration 7F: 3 clusters Score -5084542 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -5085594.500000 Penalty: 12278.557617
	Iteration 8F: 3 clusters Score -5085594 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -5086450.000000 Penalty: 12278.557617
	Iteration 9Q: 3 clusters Score -5086450 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -5087163.500000 Penalty: 12278.557617
	Iteration 10Q: 3 clusters Score -5087164 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -5087645.000000 Penalty: 12278.557617
	Iteration 11Q: 3 clusters Score -5087645 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -5088002.000000 Penalty: 12278.557617
	Iteration 12Q: 3 clusters Score -5088002 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -5088231.000000 Penalty: 12278.557617
	Iteration 13Q: 3 clusters Score -5088231 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -5088411.500000 Penalty: 12278.557617
	Iteration 14Q: 3 clusters Score -5088412 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -5088533.000000 Penalty: 12278.557617
	Iteration 15Q: 3 clusters Score -5088533 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -5088626.000000 Penalty: 12278.557617
	Iteration 16Q: 3 clusters Score -5088626 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -5088701.000000 Penalty: 12278.557617
	Iteration 17Q: 3 clusters Score -5088701 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -5088732.500000 Penalty: 12278.557617
	Iteration 18Q: 3 clusters Score -5088732 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -5088767.500000 Penalty: 12278.557617
	Iteration 19Q: 3 clusters Score -5088768 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -5088809.000000 Penalty: 12278.557617
	Iteration 20F: 3 clusters Score -5088809 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -5088816.000000 Penalty: 12278.557617
	Iteration 21Q: 3 clusters Score -5088816 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -5088850.500000 Penalty: 12278.557617
	Iteration 22Q: 3 clusters Score -5088850 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -5088854.000000 Penalty: 12278.557617
	Iteration 23Q: 3 clusters Score -5088854 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -5088868.500000 Penalty: 12278.557617
	Iteration 24Q: 3 clusters Score -5088868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -5088897.000000 Penalty: 12278.557617
	Iteration 25Q: 3 clusters Score -5088897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -5088912.500000 Penalty: 12278.557617
	Iteration 26Q: 3 clusters Score -5088912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -5088921.000000 Penalty: 12278.557617
	Iteration 27Q: 3 clusters Score -5088921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -5088921.500000 Penalty: 12278.557617
	Iteration 28Q: 3 clusters Score -5088922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -5088951.000000 Penalty: 12278.557617
	Iteration 29Q: 3 clusters Score -5088951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -5088957.500000 Penalty: 12278.557617
	Iteration 30Q: 3 clusters Score -5088958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -5088969.000000 Penalty: 12278.557617
	Iteration 31Q: 3 clusters Score -5088969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -5088979.500000 Penalty: 12278.557617
	Iteration 32Q: 3 clusters Score -5088980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -5088981.000000 Penalty: 12278.557617
	Iteration 33Q: 3 clusters Score -5088981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -5088977.500000 Penalty: 12278.557617
	Iteration 34Q: 3 clusters Score -5088978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -5088986.500000 Penalty: 12278.557617
	Iteration 35Q: 3 clusters Score -5088986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -5089004.500000 Penalty: 12278.557617
	Iteration 36Q: 3 clusters Score -5089004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -5089013.000000 Penalty: 12278.557617
	Iteration 37Q: 3 clusters Score -5089013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -5089006.500000 Penalty: 12278.557617
	Iteration 38Q: 3 clusters Score -5089006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -5089008.500000 Penalty: 12278.557617
	Iteration 39Q: 3 clusters Score -5089008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -5089010.000000 Penalty: 12278.557617
	Iteration 40F: 3 clusters Score -5089010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -5089034.500000 Penalty: 12278.557617
	Iteration 41Q: 3 clusters Score -5089034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -5089041.000000 Penalty: 12278.557617
	Iteration 42Q: 3 clusters Score -5089041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -5089043.000000 Penalty: 12278.557617
	Iteration 43Q: 3 clusters Score -5089043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -5089039.500000 Penalty: 12278.557617
	Iteration 44Q: 3 clusters Score -5089040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -5089044.500000 Penalty: 12278.557617
	Iteration 45Q: 3 clusters Score -5089044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -5089046.500000 Penalty: 12278.557617
	Iteration 46Q: 3 clusters Score -5089046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -5089049.000000 Penalty: 12278.557617
	Iteration 47Q: 3 clusters Score -5089049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -5089057.500000 Penalty: 12278.557617
	Iteration 48Q: 3 clusters Score -5089058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -5089065.500000 Penalty: 12278.557617
	Iteration 49Q: 3 clusters Score -5089066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -5089075.500000 Penalty: 12278.557617
	Iteration 50Q: 3 clusters Score -5089076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -5089067.000000 Penalty: 12278.557617
	Iteration 51Q: 3 clusters Score -5089067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -5089072.500000 Penalty: 12278.557617
	Iteration 52Q: 3 clusters Score -5089072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -5089078.500000 Penalty: 12278.557617
	Iteration 53Q: 3 clusters Score -5089078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -5089080.000000 Penalty: 12278.557617
	Iteration 54Q: 3 clusters Score -5089080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -5089084.000000 Penalty: 12278.557617
	Iteration 55Q: 3 clusters Score -5089084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -5089082.000000 Penalty: 12278.557617
	Iteration 56Q: 3 clusters Score -5089082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -5089087.000000 Penalty: 12278.557617
	Iteration 57Q: 3 clusters Score -5089087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -5089077.500000 Penalty: 12278.557617
	Iteration 58Q: 3 clusters Score -5089078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -5089087.500000 Penalty: 12278.557617
	Iteration 59Q: 3 clusters Score -5089088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -5089093.500000 Penalty: 12278.557617
	Iteration 60F: 3 clusters Score -5089094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -5089090.000000 Penalty: 12278.557617
	Iteration 61Q: 3 clusters Score -5089090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -5089095.500000 Penalty: 12278.557617
	Iteration 62Q: 3 clusters Score -5089096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -5089103.500000 Penalty: 12278.557617
	Iteration 63Q: 3 clusters Score -5089104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -5089101.500000 Penalty: 12278.557617
	Iteration 64Q: 3 clusters Score -5089102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -5089111.000000 Penalty: 12278.557617
	Iteration 65Q: 3 clusters Score -5089111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -5089106.000000 Penalty: 12278.557617
	Iteration 66Q: 3 clusters Score -5089106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -5089099.500000 Penalty: 12278.557617
	Iteration 67Q: 3 clusters Score -5089100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -5089103.500000 Penalty: 12278.557617
	Iteration 68Q: 3 clusters Score -5089104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -5089108.500000 Penalty: 12278.557617
	Iteration 69Q: 3 clusters Score -5089108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -5089116.500000 Penalty: 12278.557617
	Iteration 70Q: 3 clusters Score -5089116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -5089106.500000 Penalty: 12278.557617
	Iteration 71Q: 3 clusters Score -5089106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -5089112.500000 Penalty: 12278.557617
	Iteration 72Q: 3 clusters Score -5089112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -5089111.500000 Penalty: 12278.557617
	Iteration 73Q: 3 clusters Score -5089112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -5089116.500000 Penalty: 12278.557617
	Iteration 74Q: 3 clusters Score -5089116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -5089112.000000 Penalty: 12278.557617
	Iteration 75Q: 3 clusters Score -5089112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -5089115.500000 Penalty: 12278.557617
	Iteration 76Q: 3 clusters Score -5089116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -5089114.000000 Penalty: 12278.557617
	Iteration 77Q: 3 clusters Score -5089114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -5089110.000000 Penalty: 12278.557617
	Iteration 78Q: 3 clusters Score -5089110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -5089108.000000 Penalty: 12278.557617
	Iteration 79Q: 3 clusters Score -5089108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -5089108.000000 Penalty: 12278.557617
	Iteration 80F: 3 clusters Score -5089108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (126210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126210 members 
Entering Unmasked Estep 
Score: -28944536.000000 Penalty: 7194.243164
	Iteration 0F: 2 clusters Score -2.894454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -28860116.000000 Penalty: 14388.486328
	Iteration 0F: 3 clusters Score -2.886012e+07 nChanged 58165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -28892352.000000 Penalty: 14388.486328
	Iteration 1F: 3 clusters Score -2.889235e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -28894236.000000 Penalty: 14388.486328
	Iteration 2Q: 3 clusters Score -2.889424e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
Score: -28896674.000000 Penalty: 14388.486328
	Iteration 3Q: 3 clusters Score -2.889667e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -28899846.000000 Penalty: 14388.486328
	Iteration 4F: 3 clusters Score -2.889985e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
Score: -28903778.000000 Penalty: 14388.486328
	Iteration 5F: 3 clusters Score -2.890378e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -28908448.000000 Penalty: 14388.486328
	Iteration 6F: 3 clusters Score -2.890845e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 70805 members 
Entering Unmasked Estep 
Score: -28912832.000000 Penalty: 14388.486328
	Iteration 7F: 3 clusters Score -2.891283e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -28916546.000000 Penalty: 14388.486328
	Iteration 8F: 3 clusters Score -2.891655e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 74037 members 
Entering Unmasked Estep 
Score: -28919536.000000 Penalty: 14388.486328
	Iteration 9Q: 3 clusters Score -2.891954e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -28921884.000000 Penalty: 14388.486328
	Iteration 10Q: 3 clusters Score -2.892188e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 77239 members 
Entering Unmasked Estep 
Score: -28923698.000000 Penalty: 14388.486328
	Iteration 11Q: 3 clusters Score -2.89237e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 78695 members 
Entering Unmasked Estep 
Score: -28924924.000000 Penalty: 14388.486328
	Iteration 12Q: 3 clusters Score -2.892492e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 80055 members 
Entering Unmasked Estep 
Score: -28925860.000000 Penalty: 14388.486328
	Iteration 13Q: 3 clusters Score -2.892586e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 81381 members 
Entering Unmasked Estep 
Score: -28926530.000000 Penalty: 14388.486328
	Iteration 14Q: 3 clusters Score -2.892653e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -28927058.000000 Penalty: 14388.486328
	Iteration 15Q: 3 clusters Score -2.892706e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 83844 members 
Entering Unmasked Estep 
Score: -28927436.000000 Penalty: 14388.486328
	Iteration 16Q: 3 clusters Score -2.892744e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -28927740.000000 Penalty: 14388.486328
	Iteration 17Q: 3 clusters Score -2.892774e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 86411 members 
Entering Unmasked Estep 
Score: -28928030.000000 Penalty: 14388.486328
	Iteration 18Q: 3 clusters Score -2.892803e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 87758 members 
Entering Unmasked Estep 
Score: -28928418.000000 Penalty: 14388.486328
	Iteration 19Q: 3 clusters Score -2.892842e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 89061 members 
Entering Unmasked Estep 
Score: -28928700.000000 Penalty: 14388.486328
	Iteration 20F: 3 clusters Score -2.89287e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 90465 members 
Entering Unmasked Estep 
Score: -28928932.000000 Penalty: 14388.486328
	Iteration 21Q: 3 clusters Score -2.892893e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -28929382.000000 Penalty: 14388.486328
	Iteration 22Q: 3 clusters Score -2.892938e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 93389 members 
Entering Unmasked Estep 
Score: -28929904.000000 Penalty: 14388.486328
	Iteration 23Q: 3 clusters Score -2.89299e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 94980 members 
Entering Unmasked Estep 
Score: -28930318.000000 Penalty: 14388.486328
	Iteration 24Q: 3 clusters Score -2.893032e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 96628 members 
Entering Unmasked Estep 
Score: -28930816.000000 Penalty: 14388.486328
	Iteration 25Q: 3 clusters Score -2.893082e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 98278 members 
Entering Unmasked Estep 
Score: -28931236.000000 Penalty: 14388.486328
	Iteration 26Q: 3 clusters Score -2.893124e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 99961 members 
Entering Unmasked Estep 
Score: -28931716.000000 Penalty: 14388.486328
	Iteration 27Q: 3 clusters Score -2.893172e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 101650 members 
Entering Unmasked Estep 
Score: -28932194.000000 Penalty: 14388.486328
	Iteration 28Q: 3 clusters Score -2.893219e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 103373 members 
Entering Unmasked Estep 
Score: -28932736.000000 Penalty: 14388.486328
	Iteration 29Q: 3 clusters Score -2.893274e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 105105 members 
Entering Unmasked Estep 
Score: -28933230.000000 Penalty: 14388.486328
	Iteration 30Q: 3 clusters Score -2.893323e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 106843 members 
Entering Unmasked Estep 
Score: -28933828.000000 Penalty: 14388.486328
	Iteration 31Q: 3 clusters Score -2.893383e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 108591 members 
Entering Unmasked Estep 
Score: -28934592.000000 Penalty: 14388.486328
	Iteration 32Q: 3 clusters Score -2.893459e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 110282 members 
Entering Unmasked Estep 
Score: -28935226.000000 Penalty: 14388.486328
	Iteration 33Q: 3 clusters Score -2.893523e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 111898 members 
Entering Unmasked Estep 
Score: -28935782.000000 Penalty: 14388.486328
	Iteration 34Q: 3 clusters Score -2.893578e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 113361 members 
Entering Unmasked Estep 
Score: -28936590.000000 Penalty: 14388.486328
	Iteration 35Q: 3 clusters Score -2.893659e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 114704 members 
Entering Unmasked Estep 
Score: -28937246.000000 Penalty: 14388.486328
	Iteration 36Q: 3 clusters Score -2.893725e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 115955 members 
Entering Unmasked Estep 
Score: -28937760.000000 Penalty: 14388.486328
	Iteration 37Q: 3 clusters Score -2.893776e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 117065 members 
Entering Unmasked Estep 
Score: -28938176.000000 Penalty: 14388.486328
	Iteration 38Q: 3 clusters Score -2.893818e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 118015 members 
Entering Unmasked Estep 
Score: -28938578.000000 Penalty: 14388.486328
	Iteration 39Q: 3 clusters Score -2.893858e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 118864 members 
Entering Unmasked Estep 
Score: -28938872.000000 Penalty: 14388.486328
	Iteration 40F: 3 clusters Score -2.893887e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 119548 members 
Entering Unmasked Estep 
Score: -28939050.000000 Penalty: 14388.486328
	Iteration 41Q: 3 clusters Score -2.893905e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 120071 members 
Entering Unmasked Estep 
Score: -28939202.000000 Penalty: 14388.486328
	Iteration 42Q: 3 clusters Score -2.89392e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 120509 members 
Entering Unmasked Estep 
Score: -28939442.000000 Penalty: 14388.486328
	Iteration 43Q: 3 clusters Score -2.893944e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 120840 members 
Entering Unmasked Estep 
Score: -28939550.000000 Penalty: 14388.486328
	Iteration 44Q: 3 clusters Score -2.893955e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 121138 members 
Entering Unmasked Estep 
Score: -28939654.000000 Penalty: 14388.486328
	Iteration 45Q: 3 clusters Score -2.893965e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 121373 members 
Entering Unmasked Estep 
Score: -28939712.000000 Penalty: 14388.486328
	Iteration 46Q: 3 clusters Score -2.893971e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 121595 members 
Entering Unmasked Estep 
Score: -28939808.000000 Penalty: 14388.486328
	Iteration 47Q: 3 clusters Score -2.893981e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 121814 members 
Entering Unmasked Estep 
Score: -28939890.000000 Penalty: 14388.486328
	Iteration 48Q: 3 clusters Score -2.893989e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 121973 members 
Entering Unmasked Estep 
Score: -28939890.000000 Penalty: 14388.486328
	Iteration 49Q: 3 clusters Score -2.893989e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 122105 members 
Entering Unmasked Estep 
Score: -28940024.000000 Penalty: 14388.486328
	Iteration 50Q: 3 clusters Score -2.894002e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 122232 members 
Entering Unmasked Estep 
Score: -28939988.000000 Penalty: 14388.486328
	Iteration 51Q: 3 clusters Score -2.893999e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 122365 members 
Entering Unmasked Estep 
Score: -28940040.000000 Penalty: 14388.486328
	Iteration 52Q: 3 clusters Score -2.894004e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 122474 members 
Entering Unmasked Estep 
Score: -28940076.000000 Penalty: 14388.486328
	Iteration 53Q: 3 clusters Score -2.894008e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 122558 members 
Entering Unmasked Estep 
Score: -28940092.000000 Penalty: 14388.486328
	Iteration 54Q: 3 clusters Score -2.894009e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 122629 members 
Entering Unmasked Estep 
Score: -28940128.000000 Penalty: 14388.486328
	Iteration 55Q: 3 clusters Score -2.894013e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 122697 members 
Entering Unmasked Estep 
Score: -28940152.000000 Penalty: 14388.486328
	Iteration 56Q: 3 clusters Score -2.894015e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 122763 members 
Entering Unmasked Estep 
Score: -28940100.000000 Penalty: 14388.486328
	Iteration 57Q: 3 clusters Score -2.89401e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 122827 members 
Entering Unmasked Estep 
Score: -28940102.000000 Penalty: 14388.486328
	Iteration 58Q: 3 clusters Score -2.89401e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 122882 members 
Entering Unmasked Estep 
Score: -28940096.000000 Penalty: 14388.486328
	Iteration 59Q: 3 clusters Score -2.89401e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 122930 members 
Entering Unmasked Estep 
Score: -28940132.000000 Penalty: 14388.486328
	Iteration 60F: 3 clusters Score -2.894013e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 122962 members 
Entering Unmasked Estep 
Score: -28940118.000000 Penalty: 14388.486328
	Iteration 61Q: 3 clusters Score -2.894012e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 122992 members 
Entering Unmasked Estep 
Score: -28940144.000000 Penalty: 14388.486328
	Iteration 62Q: 3 clusters Score -2.894014e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 123034 members 
Entering Unmasked Estep 
Score: -28940144.000000 Penalty: 14388.486328
	Iteration 63Q: 3 clusters Score -2.894014e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 123065 members 
Entering Unmasked Estep 
Score: -28940188.000000 Penalty: 14388.486328
	Iteration 64Q: 3 clusters Score -2.894019e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 123089 members 
Entering Unmasked Estep 
Score: -28940162.000000 Penalty: 14388.486328
	Iteration 65Q: 3 clusters Score -2.894016e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 123113 members 
Entering Unmasked Estep 
Score: -28940178.000000 Penalty: 14388.486328
	Iteration 66Q: 3 clusters Score -2.894018e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 123134 members 
Entering Unmasked Estep 
Score: -28940204.000000 Penalty: 14388.486328
	Iteration 67Q: 3 clusters Score -2.89402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 123139 members 
Entering Unmasked Estep 
Score: -28940170.000000 Penalty: 14388.486328
	Iteration 68Q: 3 clusters Score -2.894017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 123148 members 
Entering Unmasked Estep 
Score: -28940170.000000 Penalty: 14388.486328
	Iteration 69Q: 3 clusters Score -2.894017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 123165 members 
Entering Unmasked Estep 
Score: -28940192.000000 Penalty: 14388.486328
	Iteration 70Q: 3 clusters Score -2.894019e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 123184 members 
Entering Unmasked Estep 
Score: -28940176.000000 Penalty: 14388.486328
	Iteration 71Q: 3 clusters Score -2.894018e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 123203 members 
Entering Unmasked Estep 
Score: -28940174.000000 Penalty: 14388.486328
	Iteration 72Q: 3 clusters Score -2.894017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 123216 members 
Entering Unmasked Estep 
Score: -28940178.000000 Penalty: 14388.486328
	Iteration 73Q: 3 clusters Score -2.894018e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 123239 members 
Entering Unmasked Estep 
Score: -28940188.000000 Penalty: 14388.486328
	Iteration 74Q: 3 clusters Score -2.894019e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 123253 members 
Entering Unmasked Estep 
Score: -28940190.000000 Penalty: 14388.486328
	Iteration 75Q: 3 clusters Score -2.894019e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 123269 members 
Entering Unmasked Estep 
Score: -28940186.000000 Penalty: 14388.486328
	Iteration 76Q: 3 clusters Score -2.894019e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 123291 members 
Entering Unmasked Estep 
Score: -28940186.000000 Penalty: 14388.486328
	Iteration 77Q: 3 clusters Score -2.894019e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 123307 members 
Entering Unmasked Estep 
Score: -28940214.000000 Penalty: 14388.486328
	Iteration 78Q: 3 clusters Score -2.894021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 123323 members 
Entering Unmasked Estep 
Score: -28940240.000000 Penalty: 14388.486328
	Iteration 79Q: 3 clusters Score -2.894024e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 123331 members 
Entering Unmasked Estep 
Score: -28940264.000000 Penalty: 14388.486328
	Iteration 80F: 3 clusters Score -2.894026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 123342 members 
Entering Unmasked Estep 
Score: -28940286.000000 Penalty: 14388.486328
	Iteration 81Q: 3 clusters Score -2.894029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 123352 members 
Entering Unmasked Estep 
Score: -28940294.000000 Penalty: 14388.486328
	Iteration 82Q: 3 clusters Score -2.894029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 123361 members 
Entering Unmasked Estep 
Score: -28940272.000000 Penalty: 14388.486328
	Iteration 83Q: 3 clusters Score -2.894027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 123369 members 
Entering Unmasked Estep 
Score: -28940266.000000 Penalty: 14388.486328
	Iteration 84Q: 3 clusters Score -2.894027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 123377 members 
Entering Unmasked Estep 
Score: -28940268.000000 Penalty: 14388.486328
	Iteration 85Q: 3 clusters Score -2.894027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 123384 members 
Entering Unmasked Estep 
Score: -28940264.000000 Penalty: 14388.486328
	Iteration 86Q: 3 clusters Score -2.894026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 123394 members 
Entering Unmasked Estep 
Score: -28940260.000000 Penalty: 14388.486328
	Iteration 87Q: 3 clusters Score -2.894026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 123405 members 
Entering Unmasked Estep 
Score: -28940242.000000 Penalty: 14388.486328
	Iteration 88Q: 3 clusters Score -2.894024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 123411 members 
Entering Unmasked Estep 
Score: -28940268.000000 Penalty: 14388.486328
	Iteration 89Q: 3 clusters Score -2.894027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 123422 members 
Entering Unmasked Estep 
Score: -28940252.000000 Penalty: 14388.486328
	Iteration 90Q: 3 clusters Score -2.894025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 123436 members 
Entering Unmasked Estep 
Score: -28940276.000000 Penalty: 14388.486328
	Iteration 91Q: 3 clusters Score -2.894028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 123443 members 
Entering Unmasked Estep 
Score: -28940286.000000 Penalty: 14388.486328
	Iteration 92Q: 3 clusters Score -2.894029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 123450 members 
Entering Unmasked Estep 
Score: -28940270.000000 Penalty: 14388.486328
	Iteration 93Q: 3 clusters Score -2.894027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 123453 members 
Entering Unmasked Estep 
Score: -28940278.000000 Penalty: 14388.486328
	Iteration 94Q: 3 clusters Score -2.894028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 123459 members 
Entering Unmasked Estep 
Score: -28940286.000000 Penalty: 14388.486328
	Iteration 95Q: 3 clusters Score -2.894029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 123473 members 
Entering Unmasked Estep 
Score: -28940300.000000 Penalty: 14388.486328
	Iteration 96Q: 3 clusters Score -2.89403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 123476 members 
Entering Unmasked Estep 
Score: -28940304.000000 Penalty: 14388.486328
	Iteration 97Q: 3 clusters Score -2.89403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 123480 members 
Entering Unmasked Estep 
Score: -28940304.000000 Penalty: 14388.486328
	Iteration 98Q: 3 clusters Score -2.89403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 123486 members 
Entering Unmasked Estep 
Score: -28940298.000000 Penalty: 14388.486328
	Iteration 99Q: 3 clusters Score -2.89403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 123491 members 
Entering Unmasked Estep 
Score: -28940310.000000 Penalty: 14388.486328
	Iteration 100F: 3 clusters Score -2.894031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 123496 members 
Entering Unmasked Estep 
Score: -28940328.000000 Penalty: 14388.486328
	Iteration 101Q: 3 clusters Score -2.894033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 123502 members 
Entering Unmasked Estep 
Score: -28940334.000000 Penalty: 14388.486328
	Iteration 102Q: 3 clusters Score -2.894033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 123506 members 
Entering Unmasked Estep 
Score: -28940334.000000 Penalty: 14388.486328
	Iteration 103Q: 3 clusters Score -2.894033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 123508 members 
Entering Unmasked Estep 
Score: -28940354.000000 Penalty: 14388.486328
	Iteration 104Q: 3 clusters Score -2.894035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 123509 members 
Entering Unmasked Estep 
Score: -28940348.000000 Penalty: 14388.486328
	Iteration 105Q: 3 clusters Score -2.894035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 123509 members 
Entering Unmasked Estep 
Score: -28940348.000000 Penalty: 14388.486328
	Iteration 106F: 3 clusters Score -2.894035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Entering Unmasked Estep 
Score: -1779908.500000 Penalty: 5494.233887
	Iteration 0F: 2 clusters Score -1779908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1771051.125000 Penalty: 10988.467773
	Iteration 0F: 3 clusters Score -1771051 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1772759.125000 Penalty: 10988.467773
	Iteration 1F: 3 clusters Score -1772759 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1773092.250000 Penalty: 10988.467773
	Iteration 2F: 3 clusters Score -1773092 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1773297.875000 Penalty: 10988.467773
	Iteration 3Q: 3 clusters Score -1773298 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1773427.750000 Penalty: 10988.467773
	Iteration 4Q: 3 clusters Score -1773428 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1773509.875000 Penalty: 10988.467773
	Iteration 5Q: 3 clusters Score -1773510 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1773569.000000 Penalty: 10988.467773
	Iteration 6Q: 3 clusters Score -1773569 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1773623.750000 Penalty: 10988.467773
	Iteration 7Q: 3 clusters Score -1773624 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1773662.750000 Penalty: 10988.467773
	Iteration 8Q: 3 clusters Score -1773663 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1773703.750000 Penalty: 10988.467773
	Iteration 9Q: 3 clusters Score -1773704 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1773742.000000 Penalty: 10988.467773
	Iteration 10Q: 3 clusters Score -1773742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1773777.125000 Penalty: 10988.467773
	Iteration 11Q: 3 clusters Score -1773777 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1773799.375000 Penalty: 10988.467773
	Iteration 12Q: 3 clusters Score -1773799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1773810.500000 Penalty: 10988.467773
	Iteration 13Q: 3 clusters Score -1773810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1773834.125000 Penalty: 10988.467773
	Iteration 14Q: 3 clusters Score -1773834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1773849.125000 Penalty: 10988.467773
	Iteration 15Q: 3 clusters Score -1773849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1773858.875000 Penalty: 10988.467773
	Iteration 16Q: 3 clusters Score -1773859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1773866.875000 Penalty: 10988.467773
	Iteration 17Q: 3 clusters Score -1773867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1773874.750000 Penalty: 10988.467773
	Iteration 18Q: 3 clusters Score -1773875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1773877.625000 Penalty: 10988.467773
	Iteration 19Q: 3 clusters Score -1773878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1773880.875000 Penalty: 10988.467773
	Iteration 20F: 3 clusters Score -1773881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1773888.500000 Penalty: 10988.467773
	Iteration 21Q: 3 clusters Score -1773888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1773892.250000 Penalty: 10988.467773
	Iteration 22Q: 3 clusters Score -1773892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1773891.500000 Penalty: 10988.467773
	Iteration 23Q: 3 clusters Score -1773892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1773899.125000 Penalty: 10988.467773
	Iteration 24Q: 3 clusters Score -1773899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1773900.750000 Penalty: 10988.467773
	Iteration 25Q: 3 clusters Score -1773901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1773906.125000 Penalty: 10988.467773
	Iteration 26Q: 3 clusters Score -1773906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1773908.750000 Penalty: 10988.467773
	Iteration 27Q: 3 clusters Score -1773909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1773915.875000 Penalty: 10988.467773
	Iteration 28Q: 3 clusters Score -1773916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1773930.250000 Penalty: 10988.467773
	Iteration 29Q: 3 clusters Score -1773930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1773940.000000 Penalty: 10988.467773
	Iteration 30Q: 3 clusters Score -1773940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1773941.125000 Penalty: 10988.467773
	Iteration 31Q: 3 clusters Score -1773941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1773947.625000 Penalty: 10988.467773
	Iteration 32Q: 3 clusters Score -1773948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1773954.500000 Penalty: 10988.467773
	Iteration 33Q: 3 clusters Score -1773954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1773954.625000 Penalty: 10988.467773
	Iteration 34Q: 3 clusters Score -1773955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1773958.250000 Penalty: 10988.467773
	Iteration 35Q: 3 clusters Score -1773958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1773962.250000 Penalty: 10988.467773
	Iteration 36Q: 3 clusters Score -1773962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1773964.750000 Penalty: 10988.467773
	Iteration 37Q: 3 clusters Score -1773965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1773976.250000 Penalty: 10988.467773
	Iteration 38Q: 3 clusters Score -1773976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1773985.000000 Penalty: 10988.467773
	Iteration 39Q: 3 clusters Score -1773985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1773993.375000 Penalty: 10988.467773
	Iteration 40F: 3 clusters Score -1773993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1773998.375000 Penalty: 10988.467773
	Iteration 41Q: 3 clusters Score -1773998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1774002.250000 Penalty: 10988.467773
	Iteration 42Q: 3 clusters Score -1774002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1774001.625000 Penalty: 10988.467773
	Iteration 43Q: 3 clusters Score -1774002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1774011.125000 Penalty: 10988.467773
	Iteration 44Q: 3 clusters Score -1774011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1774018.500000 Penalty: 10988.467773
	Iteration 45Q: 3 clusters Score -1774018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1774024.375000 Penalty: 10988.467773
	Iteration 46Q: 3 clusters Score -1774024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1774030.750000 Penalty: 10988.467773
	Iteration 47Q: 3 clusters Score -1774031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1774038.125000 Penalty: 10988.467773
	Iteration 48Q: 3 clusters Score -1774038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1774046.875000 Penalty: 10988.467773
	Iteration 49Q: 3 clusters Score -1774047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1774058.250000 Penalty: 10988.467773
	Iteration 50Q: 3 clusters Score -1774058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1774065.375000 Penalty: 10988.467773
	Iteration 51Q: 3 clusters Score -1774065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1774071.125000 Penalty: 10988.467773
	Iteration 52Q: 3 clusters Score -1774071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1774073.000000 Penalty: 10988.467773
	Iteration 53Q: 3 clusters Score -1774073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1774076.625000 Penalty: 10988.467773
	Iteration 54Q: 3 clusters Score -1774077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1774078.500000 Penalty: 10988.467773
	Iteration 55Q: 3 clusters Score -1774078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1774084.250000 Penalty: 10988.467773
	Iteration 56Q: 3 clusters Score -1774084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1774082.750000 Penalty: 10988.467773
	Iteration 57Q: 3 clusters Score -1774083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1774087.750000 Penalty: 10988.467773
	Iteration 58Q: 3 clusters Score -1774088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1774090.500000 Penalty: 10988.467773
	Iteration 59Q: 3 clusters Score -1774090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1774096.250000 Penalty: 10988.467773
	Iteration 60F: 3 clusters Score -1774096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1774096.000000 Penalty: 10988.467773
	Iteration 61Q: 3 clusters Score -1774096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1774097.625000 Penalty: 10988.467773
	Iteration 62Q: 3 clusters Score -1774098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1774100.750000 Penalty: 10988.467773
	Iteration 63Q: 3 clusters Score -1774101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1774105.500000 Penalty: 10988.467773
	Iteration 64Q: 3 clusters Score -1774106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1774105.625000 Penalty: 10988.467773
	Iteration 65Q: 3 clusters Score -1774106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1774112.500000 Penalty: 10988.467773
	Iteration 66Q: 3 clusters Score -1774112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1774115.250000 Penalty: 10988.467773
	Iteration 67Q: 3 clusters Score -1774115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1774115.250000 Penalty: 10988.467773
	Iteration 68Q: 3 clusters Score -1774115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1774116.750000 Penalty: 10988.467773
	Iteration 69Q: 3 clusters Score -1774117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1774119.250000 Penalty: 10988.467773
	Iteration 70Q: 3 clusters Score -1774119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1774121.125000 Penalty: 10988.467773
	Iteration 71Q: 3 clusters Score -1774121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1774122.875000 Penalty: 10988.467773
	Iteration 72Q: 3 clusters Score -1774123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1774121.000000 Penalty: 10988.467773
	Iteration 73Q: 3 clusters Score -1774121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1774126.750000 Penalty: 10988.467773
	Iteration 74Q: 3 clusters Score -1774127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1774127.750000 Penalty: 10988.467773
	Iteration 75Q: 3 clusters Score -1774128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1774131.375000 Penalty: 10988.467773
	Iteration 76Q: 3 clusters Score -1774131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1774132.875000 Penalty: 10988.467773
	Iteration 77Q: 3 clusters Score -1774133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1774135.250000 Penalty: 10988.467773
	Iteration 78Q: 3 clusters Score -1774135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1774135.125000 Penalty: 10988.467773
	Iteration 79Q: 3 clusters Score -1774135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1774135.125000 Penalty: 10988.467773
	Iteration 80F: 3 clusters Score -1774135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Entering Unmasked Estep 
Score: -1708939.125000 Penalty: 5477.337402
	Iteration 0F: 2 clusters Score -1708939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1700121.375000 Penalty: 10954.674805
	Iteration 0F: 3 clusters Score -1700121 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1701829.125000 Penalty: 10954.674805
	Iteration 1F: 3 clusters Score -1701829 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1702228.125000 Penalty: 10954.674805
	Iteration 2F: 3 clusters Score -1702228 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1702454.500000 Penalty: 10954.674805
	Iteration 3Q: 3 clusters Score -1702454 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1702590.125000 Penalty: 10954.674805
	Iteration 4Q: 3 clusters Score -1702590 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1702678.875000 Penalty: 10954.674805
	Iteration 5Q: 3 clusters Score -1702679 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1702744.875000 Penalty: 10954.674805
	Iteration 6Q: 3 clusters Score -1702745 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1702791.250000 Penalty: 10954.674805
	Iteration 7Q: 3 clusters Score -1702791 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1702820.000000 Penalty: 10954.674805
	Iteration 8Q: 3 clusters Score -1702820 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1702850.000000 Penalty: 10954.674805
	Iteration 9Q: 3 clusters Score -1702850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1702871.375000 Penalty: 10954.674805
	Iteration 10Q: 3 clusters Score -1702871 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1702888.125000 Penalty: 10954.674805
	Iteration 11Q: 3 clusters Score -1702888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1702900.750000 Penalty: 10954.674805
	Iteration 12Q: 3 clusters Score -1702901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1702918.625000 Penalty: 10954.674805
	Iteration 13Q: 3 clusters Score -1702919 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1702936.000000 Penalty: 10954.674805
	Iteration 14Q: 3 clusters Score -1702936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1702950.250000 Penalty: 10954.674805
	Iteration 15Q: 3 clusters Score -1702950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1702963.000000 Penalty: 10954.674805
	Iteration 16Q: 3 clusters Score -1702963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1702976.250000 Penalty: 10954.674805
	Iteration 17Q: 3 clusters Score -1702976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1702992.750000 Penalty: 10954.674805
	Iteration 18Q: 3 clusters Score -1702993 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1703006.375000 Penalty: 10954.674805
	Iteration 19Q: 3 clusters Score -1703006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1703023.750000 Penalty: 10954.674805
	Iteration 20F: 3 clusters Score -1703024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1703038.500000 Penalty: 10954.674805
	Iteration 21Q: 3 clusters Score -1703038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1703047.875000 Penalty: 10954.674805
	Iteration 22Q: 3 clusters Score -1703048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1703056.750000 Penalty: 10954.674805
	Iteration 23Q: 3 clusters Score -1703057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1703068.000000 Penalty: 10954.674805
	Iteration 24Q: 3 clusters Score -1703068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1703077.500000 Penalty: 10954.674805
	Iteration 25Q: 3 clusters Score -1703078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1703083.625000 Penalty: 10954.674805
	Iteration 26Q: 3 clusters Score -1703084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1703088.875000 Penalty: 10954.674805
	Iteration 27Q: 3 clusters Score -1703089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1703092.500000 Penalty: 10954.674805
	Iteration 28Q: 3 clusters Score -1703092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1703096.000000 Penalty: 10954.674805
	Iteration 29Q: 3 clusters Score -1703096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1703097.500000 Penalty: 10954.674805
	Iteration 30Q: 3 clusters Score -1703098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1703108.875000 Penalty: 10954.674805
	Iteration 31Q: 3 clusters Score -1703109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1703116.000000 Penalty: 10954.674805
	Iteration 32Q: 3 clusters Score -1703116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1703117.125000 Penalty: 10954.674805
	Iteration 33Q: 3 clusters Score -1703117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1703122.125000 Penalty: 10954.674805
	Iteration 34Q: 3 clusters Score -1703122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1703123.625000 Penalty: 10954.674805
	Iteration 35Q: 3 clusters Score -1703124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1703126.375000 Penalty: 10954.674805
	Iteration 36Q: 3 clusters Score -1703126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1703124.375000 Penalty: 10954.674805
	Iteration 37Q: 3 clusters Score -1703124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1703131.000000 Penalty: 10954.674805
	Iteration 38Q: 3 clusters Score -1703131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1703136.500000 Penalty: 10954.674805
	Iteration 39Q: 3 clusters Score -1703136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1703140.375000 Penalty: 10954.674805
	Iteration 40F: 3 clusters Score -1703140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1703143.625000 Penalty: 10954.674805
	Iteration 41Q: 3 clusters Score -1703144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1703147.500000 Penalty: 10954.674805
	Iteration 42Q: 3 clusters Score -1703148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1703148.875000 Penalty: 10954.674805
	Iteration 43Q: 3 clusters Score -1703149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1703154.875000 Penalty: 10954.674805
	Iteration 44Q: 3 clusters Score -1703155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1703152.375000 Penalty: 10954.674805
	Iteration 45Q: 3 clusters Score -1703152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1703152.000000 Penalty: 10954.674805
	Iteration 46Q: 3 clusters Score -1703152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1703157.875000 Penalty: 10954.674805
	Iteration 47Q: 3 clusters Score -1703158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1703156.375000 Penalty: 10954.674805
	Iteration 48Q: 3 clusters Score -1703156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1703161.750000 Penalty: 10954.674805
	Iteration 49Q: 3 clusters Score -1703162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1703160.375000 Penalty: 10954.674805
	Iteration 50Q: 3 clusters Score -1703160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1703164.750000 Penalty: 10954.674805
	Iteration 51Q: 3 clusters Score -1703165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1703168.125000 Penalty: 10954.674805
	Iteration 52Q: 3 clusters Score -1703168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1703172.625000 Penalty: 10954.674805
	Iteration 53Q: 3 clusters Score -1703173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1703174.750000 Penalty: 10954.674805
	Iteration 54Q: 3 clusters Score -1703175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1703179.000000 Penalty: 10954.674805
	Iteration 55Q: 3 clusters Score -1703179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1703182.500000 Penalty: 10954.674805
	Iteration 56Q: 3 clusters Score -1703182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1703183.500000 Penalty: 10954.674805
	Iteration 57Q: 3 clusters Score -1703184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1703187.250000 Penalty: 10954.674805
	Iteration 58Q: 3 clusters Score -1703187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1703186.500000 Penalty: 10954.674805
	Iteration 59Q: 3 clusters Score -1703186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1703187.875000 Penalty: 10954.674805
	Iteration 60F: 3 clusters Score -1703188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1703188.625000 Penalty: 10954.674805
	Iteration 61Q: 3 clusters Score -1703189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1703188.750000 Penalty: 10954.674805
	Iteration 62Q: 3 clusters Score -1703189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1703192.000000 Penalty: 10954.674805
	Iteration 63Q: 3 clusters Score -1703192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1703191.500000 Penalty: 10954.674805
	Iteration 64Q: 3 clusters Score -1703192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1703196.250000 Penalty: 10954.674805
	Iteration 65Q: 3 clusters Score -1703196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1703195.000000 Penalty: 10954.674805
	Iteration 66Q: 3 clusters Score -1703195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1703195.750000 Penalty: 10954.674805
	Iteration 67Q: 3 clusters Score -1703196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1703195.375000 Penalty: 10954.674805
	Iteration 68Q: 3 clusters Score -1703195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1703197.500000 Penalty: 10954.674805
	Iteration 69Q: 3 clusters Score -1703198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1703199.625000 Penalty: 10954.674805
	Iteration 70Q: 3 clusters Score -1703200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1703200.375000 Penalty: 10954.674805
	Iteration 71Q: 3 clusters Score -1703200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1703204.000000 Penalty: 10954.674805
	Iteration 72Q: 3 clusters Score -1703204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1703202.750000 Penalty: 10954.674805
	Iteration 73Q: 3 clusters Score -1703203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1703205.125000 Penalty: 10954.674805
	Iteration 74Q: 3 clusters Score -1703205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1703203.250000 Penalty: 10954.674805
	Iteration 75Q: 3 clusters Score -1703203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1703203.250000 Penalty: 10954.674805
	Iteration 76F: 3 clusters Score -1703203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Entering Unmasked Estep 
Score: -2480236.250000 Penalty: 5726.031738
	Iteration 0F: 2 clusters Score -2480236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2469184.250000 Penalty: 11452.063477
	Iteration 0F: 3 clusters Score -2469184 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2472230.000000 Penalty: 11452.063477
	Iteration 1F: 3 clusters Score -2472230 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2473045.750000 Penalty: 11452.063477
	Iteration 2F: 3 clusters Score -2473046 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2473597.500000 Penalty: 11452.063477
	Iteration 3F: 3 clusters Score -2473598 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2474036.750000 Penalty: 11452.063477
	Iteration 4Q: 3 clusters Score -2474037 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2474474.000000 Penalty: 11452.063477
	Iteration 5Q: 3 clusters Score -2474474 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2474939.000000 Penalty: 11452.063477
	Iteration 6Q: 3 clusters Score -2474939 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2475339.250000 Penalty: 11452.063477
	Iteration 7Q: 3 clusters Score -2475339 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2475725.500000 Penalty: 11452.063477
	Iteration 8Q: 3 clusters Score -2475726 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2476034.500000 Penalty: 11452.063477
	Iteration 9Q: 3 clusters Score -2476034 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2476286.250000 Penalty: 11452.063477
	Iteration 10Q: 3 clusters Score -2476286 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2476489.000000 Penalty: 11452.063477
	Iteration 11Q: 3 clusters Score -2476489 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2476656.750000 Penalty: 11452.063477
	Iteration 12Q: 3 clusters Score -2476657 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2476801.250000 Penalty: 11452.063477
	Iteration 13Q: 3 clusters Score -2476801 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2476910.250000 Penalty: 11452.063477
	Iteration 14Q: 3 clusters Score -2476910 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2477014.250000 Penalty: 11452.063477
	Iteration 15Q: 3 clusters Score -2477014 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2477076.750000 Penalty: 11452.063477
	Iteration 16Q: 3 clusters Score -2477077 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2477149.250000 Penalty: 11452.063477
	Iteration 17Q: 3 clusters Score -2477149 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2477209.750000 Penalty: 11452.063477
	Iteration 18Q: 3 clusters Score -2477210 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2477252.750000 Penalty: 11452.063477
	Iteration 19Q: 3 clusters Score -2477253 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2477295.000000 Penalty: 11452.063477
	Iteration 20F: 3 clusters Score -2477295 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2477325.250000 Penalty: 11452.063477
	Iteration 21Q: 3 clusters Score -2477325 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2477348.500000 Penalty: 11452.063477
	Iteration 22Q: 3 clusters Score -2477348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2477365.250000 Penalty: 11452.063477
	Iteration 23Q: 3 clusters Score -2477365 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2477384.750000 Penalty: 11452.063477
	Iteration 24Q: 3 clusters Score -2477385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2477390.000000 Penalty: 11452.063477
	Iteration 25Q: 3 clusters Score -2477390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2477407.500000 Penalty: 11452.063477
	Iteration 26Q: 3 clusters Score -2477408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2477408.000000 Penalty: 11452.063477
	Iteration 27Q: 3 clusters Score -2477408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2477409.750000 Penalty: 11452.063477
	Iteration 28Q: 3 clusters Score -2477410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2477417.000000 Penalty: 11452.063477
	Iteration 29Q: 3 clusters Score -2477417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2477425.500000 Penalty: 11452.063477
	Iteration 30Q: 3 clusters Score -2477426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2477431.250000 Penalty: 11452.063477
	Iteration 31Q: 3 clusters Score -2477431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2477432.750000 Penalty: 11452.063477
	Iteration 32Q: 3 clusters Score -2477433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2477438.000000 Penalty: 11452.063477
	Iteration 33Q: 3 clusters Score -2477438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2477444.750000 Penalty: 11452.063477
	Iteration 34Q: 3 clusters Score -2477445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2477448.500000 Penalty: 11452.063477
	Iteration 35Q: 3 clusters Score -2477448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2477457.750000 Penalty: 11452.063477
	Iteration 36Q: 3 clusters Score -2477458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2477465.250000 Penalty: 11452.063477
	Iteration 37Q: 3 clusters Score -2477465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2477466.750000 Penalty: 11452.063477
	Iteration 38Q: 3 clusters Score -2477467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2477477.500000 Penalty: 11452.063477
	Iteration 39Q: 3 clusters Score -2477478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2477487.250000 Penalty: 11452.063477
	Iteration 40F: 3 clusters Score -2477487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2477488.000000 Penalty: 11452.063477
	Iteration 41Q: 3 clusters Score -2477488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2477489.750000 Penalty: 11452.063477
	Iteration 42Q: 3 clusters Score -2477490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2477492.750000 Penalty: 11452.063477
	Iteration 43Q: 3 clusters Score -2477493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2477496.000000 Penalty: 11452.063477
	Iteration 44Q: 3 clusters Score -2477496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2477496.250000 Penalty: 11452.063477
	Iteration 45Q: 3 clusters Score -2477496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2477494.250000 Penalty: 11452.063477
	Iteration 46Q: 3 clusters Score -2477494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2477494.250000 Penalty: 11452.063477
	Iteration 47F: 3 clusters Score -2477494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Entering Unmasked Estep 
Score: -8738865.000000 Penalty: 6465.419434
	Iteration 0F: 2 clusters Score -8738865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -8710582.000000 Penalty: 12930.838867
	Iteration 0F: 3 clusters Score -8710582 nChanged 16570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -8719280.000000 Penalty: 12930.838867
	Iteration 1F: 3 clusters Score -8719280 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -8720171.000000 Penalty: 12930.838867
	Iteration 2F: 3 clusters Score -8720171 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -8720889.000000 Penalty: 12930.838867
	Iteration 3Q: 3 clusters Score -8720889 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -8721575.000000 Penalty: 12930.838867
	Iteration 4Q: 3 clusters Score -8721575 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -8722298.000000 Penalty: 12930.838867
	Iteration 5Q: 3 clusters Score -8722298 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -8723073.000000 Penalty: 12930.838867
	Iteration 6Q: 3 clusters Score -8723073 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -8724193.000000 Penalty: 12930.838867
	Iteration 7Q: 3 clusters Score -8724193 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -8725606.000000 Penalty: 12930.838867
	Iteration 8F: 3 clusters Score -8725606 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -8727396.000000 Penalty: 12930.838867
	Iteration 9F: 3 clusters Score -8727396 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -8729315.000000 Penalty: 12930.838867
	Iteration 10F: 3 clusters Score -8729315 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -8730844.000000 Penalty: 12930.838867
	Iteration 11Q: 3 clusters Score -8730844 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -8731992.000000 Penalty: 12930.838867
	Iteration 12Q: 3 clusters Score -8731992 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -8732571.000000 Penalty: 12930.838867
	Iteration 13Q: 3 clusters Score -8732571 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8732925.000000 Penalty: 12930.838867
	Iteration 14Q: 3 clusters Score -8732925 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8733129.000000 Penalty: 12930.838867
	Iteration 15Q: 3 clusters Score -8733129 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8733230.000000 Penalty: 12930.838867
	Iteration 16Q: 3 clusters Score -8733230 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8733319.000000 Penalty: 12930.838867
	Iteration 17Q: 3 clusters Score -8733319 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8733368.000000 Penalty: 12930.838867
	Iteration 18Q: 3 clusters Score -8733368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8733406.000000 Penalty: 12930.838867
	Iteration 19Q: 3 clusters Score -8733406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8733422.000000 Penalty: 12930.838867
	Iteration 20F: 3 clusters Score -8733422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8733463.000000 Penalty: 12930.838867
	Iteration 21Q: 3 clusters Score -8733463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8733466.000000 Penalty: 12930.838867
	Iteration 22Q: 3 clusters Score -8733466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8733465.000000 Penalty: 12930.838867
	Iteration 23Q: 3 clusters Score -8733465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8733480.000000 Penalty: 12930.838867
	Iteration 24Q: 3 clusters Score -8733480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8733481.000000 Penalty: 12930.838867
	Iteration 25Q: 3 clusters Score -8733481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8733491.000000 Penalty: 12930.838867
	Iteration 26Q: 3 clusters Score -8733491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8733494.000000 Penalty: 12930.838867
	Iteration 27Q: 3 clusters Score -8733494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8733480.000000 Penalty: 12930.838867
	Iteration 28Q: 3 clusters Score -8733480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8733498.000000 Penalty: 12930.838867
	Iteration 29Q: 3 clusters Score -8733498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8733496.000000 Penalty: 12930.838867
	Iteration 30Q: 3 clusters Score -8733496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8733495.000000 Penalty: 12930.838867
	Iteration 31Q: 3 clusters Score -8733495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8733504.000000 Penalty: 12930.838867
	Iteration 32Q: 3 clusters Score -8733504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8733496.000000 Penalty: 12930.838867
	Iteration 33Q: 3 clusters Score -8733496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8733501.000000 Penalty: 12930.838867
	Iteration 34Q: 3 clusters Score -8733501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8733497.000000 Penalty: 12930.838867
	Iteration 35Q: 3 clusters Score -8733497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8733512.000000 Penalty: 12930.838867
	Iteration 36Q: 3 clusters Score -8733512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8733505.000000 Penalty: 12930.838867
	Iteration 37Q: 3 clusters Score -8733505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8733508.000000 Penalty: 12930.838867
	Iteration 38Q: 3 clusters Score -8733508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8733508.000000 Penalty: 12930.838867
	Iteration 39F: 3 clusters Score -8733508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Entering Unmasked Estep 
Score: -1804667.750000 Penalty: 5494.701172
	Iteration 0F: 2 clusters Score -1804668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1795772.125000 Penalty: 10989.402344
	Iteration 0F: 3 clusters Score -1795772 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1797482.750000 Penalty: 10989.402344
	Iteration 1F: 3 clusters Score -1797483 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1797836.625000 Penalty: 10989.402344
	Iteration 2F: 3 clusters Score -1797837 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1798037.750000 Penalty: 10989.402344
	Iteration 3Q: 3 clusters Score -1798038 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1798168.875000 Penalty: 10989.402344
	Iteration 4Q: 3 clusters Score -1798169 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1798257.375000 Penalty: 10989.402344
	Iteration 5Q: 3 clusters Score -1798257 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1798327.500000 Penalty: 10989.402344
	Iteration 6Q: 3 clusters Score -1798328 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1798380.250000 Penalty: 10989.402344
	Iteration 7Q: 3 clusters Score -1798380 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1798413.625000 Penalty: 10989.402344
	Iteration 8Q: 3 clusters Score -1798414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1798441.250000 Penalty: 10989.402344
	Iteration 9Q: 3 clusters Score -1798441 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1798467.875000 Penalty: 10989.402344
	Iteration 10Q: 3 clusters Score -1798468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1798499.750000 Penalty: 10989.402344
	Iteration 11Q: 3 clusters Score -1798500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1798528.250000 Penalty: 10989.402344
	Iteration 12Q: 3 clusters Score -1798528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1798550.875000 Penalty: 10989.402344
	Iteration 13Q: 3 clusters Score -1798551 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1798567.625000 Penalty: 10989.402344
	Iteration 14Q: 3 clusters Score -1798568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1798589.125000 Penalty: 10989.402344
	Iteration 15Q: 3 clusters Score -1798589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1798602.750000 Penalty: 10989.402344
	Iteration 16Q: 3 clusters Score -1798603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1798620.875000 Penalty: 10989.402344
	Iteration 17Q: 3 clusters Score -1798621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1798629.750000 Penalty: 10989.402344
	Iteration 18Q: 3 clusters Score -1798630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1798645.625000 Penalty: 10989.402344
	Iteration 19Q: 3 clusters Score -1798646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1798654.625000 Penalty: 10989.402344
	Iteration 20F: 3 clusters Score -1798655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1798667.875000 Penalty: 10989.402344
	Iteration 21Q: 3 clusters Score -1798668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1798682.375000 Penalty: 10989.402344
	Iteration 22Q: 3 clusters Score -1798682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1798693.750000 Penalty: 10989.402344
	Iteration 23Q: 3 clusters Score -1798694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1798705.500000 Penalty: 10989.402344
	Iteration 24Q: 3 clusters Score -1798706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1798721.125000 Penalty: 10989.402344
	Iteration 25Q: 3 clusters Score -1798721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1798729.500000 Penalty: 10989.402344
	Iteration 26Q: 3 clusters Score -1798730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1798748.250000 Penalty: 10989.402344
	Iteration 27Q: 3 clusters Score -1798748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1798757.500000 Penalty: 10989.402344
	Iteration 28Q: 3 clusters Score -1798758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1798769.625000 Penalty: 10989.402344
	Iteration 29Q: 3 clusters Score -1798770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1798778.375000 Penalty: 10989.402344
	Iteration 30Q: 3 clusters Score -1798778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1798784.875000 Penalty: 10989.402344
	Iteration 31Q: 3 clusters Score -1798785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1798786.750000 Penalty: 10989.402344
	Iteration 32Q: 3 clusters Score -1798787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1798795.000000 Penalty: 10989.402344
	Iteration 33Q: 3 clusters Score -1798795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1798801.625000 Penalty: 10989.402344
	Iteration 34Q: 3 clusters Score -1798802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1798809.500000 Penalty: 10989.402344
	Iteration 35Q: 3 clusters Score -1798810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1798819.250000 Penalty: 10989.402344
	Iteration 36Q: 3 clusters Score -1798819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1798817.625000 Penalty: 10989.402344
	Iteration 37Q: 3 clusters Score -1798818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1798826.250000 Penalty: 10989.402344
	Iteration 38Q: 3 clusters Score -1798826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1798830.000000 Penalty: 10989.402344
	Iteration 39Q: 3 clusters Score -1798830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1798832.500000 Penalty: 10989.402344
	Iteration 40F: 3 clusters Score -1798832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1798848.750000 Penalty: 10989.402344
	Iteration 41Q: 3 clusters Score -1798849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1798849.250000 Penalty: 10989.402344
	Iteration 42Q: 3 clusters Score -1798849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1798857.500000 Penalty: 10989.402344
	Iteration 43Q: 3 clusters Score -1798858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1798867.625000 Penalty: 10989.402344
	Iteration 44Q: 3 clusters Score -1798868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1798870.125000 Penalty: 10989.402344
	Iteration 45Q: 3 clusters Score -1798870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1798884.375000 Penalty: 10989.402344
	Iteration 46Q: 3 clusters Score -1798884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1798885.375000 Penalty: 10989.402344
	Iteration 47Q: 3 clusters Score -1798885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1798886.250000 Penalty: 10989.402344
	Iteration 48Q: 3 clusters Score -1798886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1798890.875000 Penalty: 10989.402344
	Iteration 49Q: 3 clusters Score -1798891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1798892.500000 Penalty: 10989.402344
	Iteration 50Q: 3 clusters Score -1798892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1798898.375000 Penalty: 10989.402344
	Iteration 51Q: 3 clusters Score -1798898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1798899.250000 Penalty: 10989.402344
	Iteration 52Q: 3 clusters Score -1798899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1798900.375000 Penalty: 10989.402344
	Iteration 53Q: 3 clusters Score -1798900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1798901.500000 Penalty: 10989.402344
	Iteration 54Q: 3 clusters Score -1798902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1798903.625000 Penalty: 10989.402344
	Iteration 55Q: 3 clusters Score -1798904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1798911.375000 Penalty: 10989.402344
	Iteration 56Q: 3 clusters Score -1798911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1798912.250000 Penalty: 10989.402344
	Iteration 57Q: 3 clusters Score -1798912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1798916.250000 Penalty: 10989.402344
	Iteration 58Q: 3 clusters Score -1798916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1798916.750000 Penalty: 10989.402344
	Iteration 59Q: 3 clusters Score -1798917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1798921.000000 Penalty: 10989.402344
	Iteration 60F: 3 clusters Score -1798921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1798924.000000 Penalty: 10989.402344
	Iteration 61Q: 3 clusters Score -1798924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1798929.375000 Penalty: 10989.402344
	Iteration 62Q: 3 clusters Score -1798929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1798934.750000 Penalty: 10989.402344
	Iteration 63Q: 3 clusters Score -1798935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1798935.625000 Penalty: 10989.402344
	Iteration 64Q: 3 clusters Score -1798936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1798943.125000 Penalty: 10989.402344
	Iteration 65Q: 3 clusters Score -1798943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1798944.625000 Penalty: 10989.402344
	Iteration 66Q: 3 clusters Score -1798945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1798948.875000 Penalty: 10989.402344
	Iteration 67Q: 3 clusters Score -1798949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1798957.125000 Penalty: 10989.402344
	Iteration 68Q: 3 clusters Score -1798957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1798960.125000 Penalty: 10989.402344
	Iteration 69Q: 3 clusters Score -1798960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1798966.375000 Penalty: 10989.402344
	Iteration 70Q: 3 clusters Score -1798966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1798964.000000 Penalty: 10989.402344
	Iteration 71Q: 3 clusters Score -1798964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1798971.625000 Penalty: 10989.402344
	Iteration 72Q: 3 clusters Score -1798972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1798974.750000 Penalty: 10989.402344
	Iteration 73Q: 3 clusters Score -1798975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1798972.125000 Penalty: 10989.402344
	Iteration 74Q: 3 clusters Score -1798972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1798981.000000 Penalty: 10989.402344
	Iteration 75Q: 3 clusters Score -1798981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1798984.500000 Penalty: 10989.402344
	Iteration 76Q: 3 clusters Score -1798984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1798987.750000 Penalty: 10989.402344
	Iteration 77Q: 3 clusters Score -1798988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1798988.625000 Penalty: 10989.402344
	Iteration 78Q: 3 clusters Score -1798989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1798991.750000 Penalty: 10989.402344
	Iteration 79Q: 3 clusters Score -1798992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1798989.500000 Penalty: 10989.402344
	Iteration 80F: 3 clusters Score -1798990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1798990.750000 Penalty: 10989.402344
	Iteration 81Q: 3 clusters Score -1798991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1798992.625000 Penalty: 10989.402344
	Iteration 82Q: 3 clusters Score -1798993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1798996.750000 Penalty: 10989.402344
	Iteration 83Q: 3 clusters Score -1798997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1798995.125000 Penalty: 10989.402344
	Iteration 84Q: 3 clusters Score -1798995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1798997.125000 Penalty: 10989.402344
	Iteration 85Q: 3 clusters Score -1798997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1799002.750000 Penalty: 10989.402344
	Iteration 86Q: 3 clusters Score -1799003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1799007.250000 Penalty: 10989.402344
	Iteration 87Q: 3 clusters Score -1799007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1799011.500000 Penalty: 10989.402344
	Iteration 88Q: 3 clusters Score -1799012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1799011.625000 Penalty: 10989.402344
	Iteration 89Q: 3 clusters Score -1799012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1799015.000000 Penalty: 10989.402344
	Iteration 90Q: 3 clusters Score -1799015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1799020.250000 Penalty: 10989.402344
	Iteration 91Q: 3 clusters Score -1799020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1799020.625000 Penalty: 10989.402344
	Iteration 92Q: 3 clusters Score -1799021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1799022.750000 Penalty: 10989.402344
	Iteration 93Q: 3 clusters Score -1799023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1799027.750000 Penalty: 10989.402344
	Iteration 94Q: 3 clusters Score -1799028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1799031.375000 Penalty: 10989.402344
	Iteration 95Q: 3 clusters Score -1799031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1799039.375000 Penalty: 10989.402344
	Iteration 96Q: 3 clusters Score -1799039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1799042.750000 Penalty: 10989.402344
	Iteration 97Q: 3 clusters Score -1799043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1799049.750000 Penalty: 10989.402344
	Iteration 98Q: 3 clusters Score -1799050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1799054.750000 Penalty: 10989.402344
	Iteration 99Q: 3 clusters Score -1799055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1799059.500000 Penalty: 10989.402344
	Iteration 100F: 3 clusters Score -1799060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1799059.375000 Penalty: 10989.402344
	Iteration 101Q: 3 clusters Score -1799059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1799060.750000 Penalty: 10989.402344
	Iteration 102Q: 3 clusters Score -1799061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1799060.625000 Penalty: 10989.402344
	Iteration 103Q: 3 clusters Score -1799061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1799067.500000 Penalty: 10989.402344
	Iteration 104Q: 3 clusters Score -1799068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1799067.250000 Penalty: 10989.402344
	Iteration 105Q: 3 clusters Score -1799067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1799069.125000 Penalty: 10989.402344
	Iteration 106Q: 3 clusters Score -1799069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1799074.875000 Penalty: 10989.402344
	Iteration 107Q: 3 clusters Score -1799075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1799079.125000 Penalty: 10989.402344
	Iteration 108Q: 3 clusters Score -1799079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1799092.250000 Penalty: 10989.402344
	Iteration 109Q: 3 clusters Score -1799092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1799088.875000 Penalty: 10989.402344
	Iteration 110Q: 3 clusters Score -1799089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1799093.875000 Penalty: 10989.402344
	Iteration 111Q: 3 clusters Score -1799094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1799093.250000 Penalty: 10989.402344
	Iteration 112Q: 3 clusters Score -1799093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1799104.125000 Penalty: 10989.402344
	Iteration 113Q: 3 clusters Score -1799104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1799104.125000 Penalty: 10989.402344
	Iteration 114Q: 3 clusters Score -1799104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1799110.000000 Penalty: 10989.402344
	Iteration 115Q: 3 clusters Score -1799110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1799110.250000 Penalty: 10989.402344
	Iteration 116Q: 3 clusters Score -1799110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1799114.250000 Penalty: 10989.402344
	Iteration 117Q: 3 clusters Score -1799114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1799114.125000 Penalty: 10989.402344
	Iteration 118Q: 3 clusters Score -1799114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1799120.250000 Penalty: 10989.402344
	Iteration 119Q: 3 clusters Score -1799120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1799125.875000 Penalty: 10989.402344
	Iteration 120F: 3 clusters Score -1799126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1799131.250000 Penalty: 10989.402344
	Iteration 121Q: 3 clusters Score -1799131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1799138.250000 Penalty: 10989.402344
	Iteration 122Q: 3 clusters Score -1799138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1799145.000000 Penalty: 10989.402344
	Iteration 123Q: 3 clusters Score -1799145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1799147.750000 Penalty: 10989.402344
	Iteration 124Q: 3 clusters Score -1799148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1799148.875000 Penalty: 10989.402344
	Iteration 125Q: 3 clusters Score -1799149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1799155.625000 Penalty: 10989.402344
	Iteration 126Q: 3 clusters Score -1799156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1799161.000000 Penalty: 10989.402344
	Iteration 127Q: 3 clusters Score -1799161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1799163.375000 Penalty: 10989.402344
	Iteration 128Q: 3 clusters Score -1799163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1799164.500000 Penalty: 10989.402344
	Iteration 129Q: 3 clusters Score -1799164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1799173.750000 Penalty: 10989.402344
	Iteration 130Q: 3 clusters Score -1799174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1799181.125000 Penalty: 10989.402344
	Iteration 131Q: 3 clusters Score -1799181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1799191.750000 Penalty: 10989.402344
	Iteration 132Q: 3 clusters Score -1799192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1799196.375000 Penalty: 10989.402344
	Iteration 133Q: 3 clusters Score -1799196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1799201.250000 Penalty: 10989.402344
	Iteration 134Q: 3 clusters Score -1799201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1799208.750000 Penalty: 10989.402344
	Iteration 135Q: 3 clusters Score -1799209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1799218.875000 Penalty: 10989.402344
	Iteration 136Q: 3 clusters Score -1799219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1799231.000000 Penalty: 10989.402344
	Iteration 137Q: 3 clusters Score -1799231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1799244.125000 Penalty: 10989.402344
	Iteration 138Q: 3 clusters Score -1799244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1799252.625000 Penalty: 10989.402344
	Iteration 139Q: 3 clusters Score -1799253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1799262.375000 Penalty: 10989.402344
	Iteration 140F: 3 clusters Score -1799262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1799276.875000 Penalty: 10989.402344
	Iteration 141Q: 3 clusters Score -1799277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1799289.125000 Penalty: 10989.402344
	Iteration 142Q: 3 clusters Score -1799289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1799297.875000 Penalty: 10989.402344
	Iteration 143Q: 3 clusters Score -1799298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1799307.375000 Penalty: 10989.402344
	Iteration 144Q: 3 clusters Score -1799307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1799323.250000 Penalty: 10989.402344
	Iteration 145Q: 3 clusters Score -1799323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1799336.250000 Penalty: 10989.402344
	Iteration 146Q: 3 clusters Score -1799336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1799347.000000 Penalty: 10989.402344
	Iteration 147Q: 3 clusters Score -1799347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1799355.375000 Penalty: 10989.402344
	Iteration 148Q: 3 clusters Score -1799355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1799358.375000 Penalty: 10989.402344
	Iteration 149Q: 3 clusters Score -1799358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1799360.875000 Penalty: 10989.402344
	Iteration 150Q: 3 clusters Score -1799361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1799365.875000 Penalty: 10989.402344
	Iteration 151Q: 3 clusters Score -1799366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1799372.750000 Penalty: 10989.402344
	Iteration 152Q: 3 clusters Score -1799373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1799384.375000 Penalty: 10989.402344
	Iteration 153Q: 3 clusters Score -1799384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1799392.625000 Penalty: 10989.402344
	Iteration 154Q: 3 clusters Score -1799393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1799396.125000 Penalty: 10989.402344
	Iteration 155Q: 3 clusters Score -1799396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1799400.500000 Penalty: 10989.402344
	Iteration 156Q: 3 clusters Score -1799400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1799408.000000 Penalty: 10989.402344
	Iteration 157Q: 3 clusters Score -1799408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1799414.875000 Penalty: 10989.402344
	Iteration 158Q: 3 clusters Score -1799415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1799421.250000 Penalty: 10989.402344
	Iteration 159Q: 3 clusters Score -1799421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1799424.375000 Penalty: 10989.402344
	Iteration 160F: 3 clusters Score -1799424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1799427.625000 Penalty: 10989.402344
	Iteration 161Q: 3 clusters Score -1799428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1799433.625000 Penalty: 10989.402344
	Iteration 162Q: 3 clusters Score -1799434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1799438.125000 Penalty: 10989.402344
	Iteration 163Q: 3 clusters Score -1799438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1799445.000000 Penalty: 10989.402344
	Iteration 164Q: 3 clusters Score -1799445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1799455.375000 Penalty: 10989.402344
	Iteration 165Q: 3 clusters Score -1799455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1799461.875000 Penalty: 10989.402344
	Iteration 166Q: 3 clusters Score -1799462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1799465.000000 Penalty: 10989.402344
	Iteration 167Q: 3 clusters Score -1799465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1799467.375000 Penalty: 10989.402344
	Iteration 168Q: 3 clusters Score -1799467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1799476.875000 Penalty: 10989.402344
	Iteration 169Q: 3 clusters Score -1799477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1799483.500000 Penalty: 10989.402344
	Iteration 170Q: 3 clusters Score -1799484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1799492.500000 Penalty: 10989.402344
	Iteration 171Q: 3 clusters Score -1799492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1799490.750000 Penalty: 10989.402344
	Iteration 172Q: 3 clusters Score -1799491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1799498.125000 Penalty: 10989.402344
	Iteration 173Q: 3 clusters Score -1799498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1799498.875000 Penalty: 10989.402344
	Iteration 174Q: 3 clusters Score -1799499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1799509.125000 Penalty: 10989.402344
	Iteration 175Q: 3 clusters Score -1799509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1799508.250000 Penalty: 10989.402344
	Iteration 176Q: 3 clusters Score -1799508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1799517.000000 Penalty: 10989.402344
	Iteration 177Q: 3 clusters Score -1799517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1799534.375000 Penalty: 10989.402344
	Iteration 178Q: 3 clusters Score -1799534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1799535.375000 Penalty: 10989.402344
	Iteration 179Q: 3 clusters Score -1799535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1799540.375000 Penalty: 10989.402344
	Iteration 180F: 3 clusters Score -1799540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1799544.125000 Penalty: 10989.402344
	Iteration 181Q: 3 clusters Score -1799544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1799546.750000 Penalty: 10989.402344
	Iteration 182Q: 3 clusters Score -1799547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1799547.000000 Penalty: 10989.402344
	Iteration 183Q: 3 clusters Score -1799547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1799545.875000 Penalty: 10989.402344
	Iteration 184Q: 3 clusters Score -1799546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1799546.625000 Penalty: 10989.402344
	Iteration 185Q: 3 clusters Score -1799547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1799544.750000 Penalty: 10989.402344
	Iteration 186Q: 3 clusters Score -1799545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1799544.750000 Penalty: 10989.402344
	Iteration 187F: 3 clusters Score -1799545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Entering Unmasked Estep 
Score: -2914467.500000 Penalty: 5789.657715
	Iteration 0F: 2 clusters Score -2914468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2902509.750000 Penalty: 11579.315430
	Iteration 0F: 3 clusters Score -2902510 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2905307.500000 Penalty: 11579.315430
	Iteration 1F: 3 clusters Score -2905308 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2905803.250000 Penalty: 11579.315430
	Iteration 2F: 3 clusters Score -2905803 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2906094.500000 Penalty: 11579.315430
	Iteration 3Q: 3 clusters Score -2906094 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2906331.250000 Penalty: 11579.315430
	Iteration 4Q: 3 clusters Score -2906331 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2906499.250000 Penalty: 11579.315430
	Iteration 5Q: 3 clusters Score -2906499 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2906626.250000 Penalty: 11579.315430
	Iteration 6Q: 3 clusters Score -2906626 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2906736.000000 Penalty: 11579.315430
	Iteration 7Q: 3 clusters Score -2906736 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2906825.000000 Penalty: 11579.315430
	Iteration 8Q: 3 clusters Score -2906825 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2906924.000000 Penalty: 11579.315430
	Iteration 9Q: 3 clusters Score -2906924 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2907025.000000 Penalty: 11579.315430
	Iteration 10Q: 3 clusters Score -2907025 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2907124.250000 Penalty: 11579.315430
	Iteration 11Q: 3 clusters Score -2907124 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2907226.750000 Penalty: 11579.315430
	Iteration 12Q: 3 clusters Score -2907227 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2907324.750000 Penalty: 11579.315430
	Iteration 13Q: 3 clusters Score -2907325 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2907432.000000 Penalty: 11579.315430
	Iteration 14Q: 3 clusters Score -2907432 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2907543.250000 Penalty: 11579.315430
	Iteration 15Q: 3 clusters Score -2907543 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2907646.750000 Penalty: 11579.315430
	Iteration 16Q: 3 clusters Score -2907647 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2907758.500000 Penalty: 11579.315430
	Iteration 17Q: 3 clusters Score -2907758 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2907864.250000 Penalty: 11579.315430
	Iteration 18Q: 3 clusters Score -2907864 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2907983.500000 Penalty: 11579.315430
	Iteration 19Q: 3 clusters Score -2907984 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2908097.250000 Penalty: 11579.315430
	Iteration 20F: 3 clusters Score -2908097 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2908187.500000 Penalty: 11579.315430
	Iteration 21Q: 3 clusters Score -2908188 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2908257.500000 Penalty: 11579.315430
	Iteration 22Q: 3 clusters Score -2908258 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2908334.250000 Penalty: 11579.315430
	Iteration 23Q: 3 clusters Score -2908334 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2908394.750000 Penalty: 11579.315430
	Iteration 24Q: 3 clusters Score -2908395 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2908466.500000 Penalty: 11579.315430
	Iteration 25Q: 3 clusters Score -2908466 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2908525.000000 Penalty: 11579.315430
	Iteration 26Q: 3 clusters Score -2908525 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2908583.750000 Penalty: 11579.315430
	Iteration 27Q: 3 clusters Score -2908584 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2908656.250000 Penalty: 11579.315430
	Iteration 28Q: 3 clusters Score -2908656 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2908719.000000 Penalty: 11579.315430
	Iteration 29Q: 3 clusters Score -2908719 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2908782.500000 Penalty: 11579.315430
	Iteration 30Q: 3 clusters Score -2908782 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2908835.000000 Penalty: 11579.315430
	Iteration 31Q: 3 clusters Score -2908835 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2908899.500000 Penalty: 11579.315430
	Iteration 32Q: 3 clusters Score -2908900 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2908956.500000 Penalty: 11579.315430
	Iteration 33Q: 3 clusters Score -2908956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2908998.000000 Penalty: 11579.315430
	Iteration 34Q: 3 clusters Score -2908998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2909042.750000 Penalty: 11579.315430
	Iteration 35Q: 3 clusters Score -2909043 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2909082.250000 Penalty: 11579.315430
	Iteration 36Q: 3 clusters Score -2909082 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2909114.250000 Penalty: 11579.315430
	Iteration 37Q: 3 clusters Score -2909114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2909147.500000 Penalty: 11579.315430
	Iteration 38Q: 3 clusters Score -2909148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2909173.000000 Penalty: 11579.315430
	Iteration 39Q: 3 clusters Score -2909173 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2909197.750000 Penalty: 11579.315430
	Iteration 40F: 3 clusters Score -2909198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2909219.500000 Penalty: 11579.315430
	Iteration 41Q: 3 clusters Score -2909220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2909247.500000 Penalty: 11579.315430
	Iteration 42Q: 3 clusters Score -2909248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2909277.250000 Penalty: 11579.315430
	Iteration 43Q: 3 clusters Score -2909277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2909294.750000 Penalty: 11579.315430
	Iteration 44Q: 3 clusters Score -2909295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2909308.000000 Penalty: 11579.315430
	Iteration 45Q: 3 clusters Score -2909308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2909329.500000 Penalty: 11579.315430
	Iteration 46Q: 3 clusters Score -2909330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2909352.000000 Penalty: 11579.315430
	Iteration 47Q: 3 clusters Score -2909352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2909365.000000 Penalty: 11579.315430
	Iteration 48Q: 3 clusters Score -2909365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2909390.250000 Penalty: 11579.315430
	Iteration 49Q: 3 clusters Score -2909390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2909413.500000 Penalty: 11579.315430
	Iteration 50Q: 3 clusters Score -2909414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2909452.250000 Penalty: 11579.315430
	Iteration 51Q: 3 clusters Score -2909452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2909469.000000 Penalty: 11579.315430
	Iteration 52Q: 3 clusters Score -2909469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2909473.000000 Penalty: 11579.315430
	Iteration 53Q: 3 clusters Score -2909473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2909481.250000 Penalty: 11579.315430
	Iteration 54Q: 3 clusters Score -2909481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2909484.250000 Penalty: 11579.315430
	Iteration 55Q: 3 clusters Score -2909484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2909487.750000 Penalty: 11579.315430
	Iteration 56Q: 3 clusters Score -2909488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2909487.750000 Penalty: 11579.315430
	Iteration 57Q: 3 clusters Score -2909488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2909492.500000 Penalty: 11579.315430
	Iteration 58Q: 3 clusters Score -2909492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2909494.250000 Penalty: 11579.315430
	Iteration 59Q: 3 clusters Score -2909494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2909494.500000 Penalty: 11579.315430
	Iteration 60F: 3 clusters Score -2909494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2909508.250000 Penalty: 11579.315430
	Iteration 61Q: 3 clusters Score -2909508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2909508.750000 Penalty: 11579.315430
	Iteration 62Q: 3 clusters Score -2909509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2909516.000000 Penalty: 11579.315430
	Iteration 63Q: 3 clusters Score -2909516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2909517.750000 Penalty: 11579.315430
	Iteration 64Q: 3 clusters Score -2909518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2909516.000000 Penalty: 11579.315430
	Iteration 65Q: 3 clusters Score -2909516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2909520.000000 Penalty: 11579.315430
	Iteration 66Q: 3 clusters Score -2909520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2909529.500000 Penalty: 11579.315430
	Iteration 67Q: 3 clusters Score -2909530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2909539.250000 Penalty: 11579.315430
	Iteration 68Q: 3 clusters Score -2909539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2909546.500000 Penalty: 11579.315430
	Iteration 69Q: 3 clusters Score -2909546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2909548.250000 Penalty: 11579.315430
	Iteration 70Q: 3 clusters Score -2909548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2909544.250000 Penalty: 11579.315430
	Iteration 71Q: 3 clusters Score -2909544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2909549.750000 Penalty: 11579.315430
	Iteration 72Q: 3 clusters Score -2909550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2909544.750000 Penalty: 11579.315430
	Iteration 73Q: 3 clusters Score -2909545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2909545.250000 Penalty: 11579.315430
	Iteration 74Q: 3 clusters Score -2909545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2909545.250000 Penalty: 11579.315430
	Iteration 75F: 3 clusters Score -2909545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Entering Unmasked Estep 
Score: -553778.500000 Penalty: 4798.080078
	Iteration 0F: 2 clusters Score -553778.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -548409.750000 Penalty: 9596.160156
	Iteration 0F: 3 clusters Score -548409.8 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -549078.562500 Penalty: 9596.160156
	Iteration 1F: 3 clusters Score -549078.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -549370.687500 Penalty: 9596.160156
	Iteration 2F: 3 clusters Score -549370.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -549597.375000 Penalty: 9596.160156
	Iteration 3Q: 3 clusters Score -549597.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -549805.250000 Penalty: 9596.160156
	Iteration 4Q: 3 clusters Score -549805.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -550016.000000 Penalty: 9596.160156
	Iteration 5Q: 3 clusters Score -550016 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -550220.000000 Penalty: 9596.160156
	Iteration 6Q: 3 clusters Score -550220 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -550497.500000 Penalty: 9596.160156
	Iteration 7Q: 3 clusters Score -550497.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -550863.312500 Penalty: 9596.160156
	Iteration 8Q: 3 clusters Score -550863.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -551211.125000 Penalty: 9596.160156
	Iteration 9Q: 3 clusters Score -551211.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -551453.062500 Penalty: 9596.160156
	Iteration 10Q: 3 clusters Score -551453.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -551671.562500 Penalty: 9596.160156
	Iteration 11Q: 3 clusters Score -551671.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -551897.250000 Penalty: 9596.160156
	Iteration 12Q: 3 clusters Score -551897.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -552065.875000 Penalty: 9596.160156
	Iteration 13Q: 3 clusters Score -552065.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -552151.437500 Penalty: 9596.160156
	Iteration 14Q: 3 clusters Score -552151.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -552221.062500 Penalty: 9596.160156
	Iteration 15Q: 3 clusters Score -552221.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -552272.375000 Penalty: 9596.160156
	Iteration 16Q: 3 clusters Score -552272.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -552318.312500 Penalty: 9596.160156
	Iteration 17Q: 3 clusters Score -552318.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -552375.625000 Penalty: 9596.160156
	Iteration 18Q: 3 clusters Score -552375.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -552466.562500 Penalty: 9596.160156
	Iteration 19Q: 3 clusters Score -552466.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -552679.812500 Penalty: 9596.160156
	Iteration 20F: 3 clusters Score -552679.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -553024.625000 Penalty: 9596.160156
	Iteration 21Q: 3 clusters Score -553024.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -553199.000000 Penalty: 9596.160156
	Iteration 22Q: 3 clusters Score -553199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -553256.062500 Penalty: 9596.160156
	Iteration 23Q: 3 clusters Score -553256.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -553287.625000 Penalty: 9596.160156
	Iteration 24Q: 3 clusters Score -553287.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -553298.312500 Penalty: 9596.160156
	Iteration 25Q: 3 clusters Score -553298.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -553298.312500 Penalty: 9596.160156
	Iteration 26F: 3 clusters Score -553298.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -239279.156250 Penalty: 4331.858398
	Iteration 0F: 2 clusters Score -239279.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -235093.953125 Penalty: 8663.716797
	Iteration 0F: 3 clusters Score -235094 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -235631.875000 Penalty: 8663.716797
	Iteration 1F: 3 clusters Score -235631.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -235938.078125 Penalty: 8663.716797
	Iteration 2F: 3 clusters Score -235938.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -236136.937500 Penalty: 8663.716797
	Iteration 3Q: 3 clusters Score -236136.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -236294.000000 Penalty: 8663.716797
	Iteration 4Q: 3 clusters Score -236294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -236542.296875 Penalty: 8663.716797
	Iteration 5Q: 3 clusters Score -236542.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -236939.687500 Penalty: 8663.716797
	Iteration 6Q: 3 clusters Score -236939.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -237817.015625 Penalty: 8663.716797
	Iteration 7Q: 3 clusters Score -237817 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -238890.406250 Penalty: 8663.716797
	Iteration 8F: 3 clusters Score -238890.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -239380.531250 Penalty: 8663.716797
	Iteration 9F: 3 clusters Score -239380.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -239677.062500 Penalty: 8663.716797
	Iteration 10Q: 3 clusters Score -239677.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -239768.406250 Penalty: 8663.716797
	Iteration 11Q: 3 clusters Score -239768.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -239795.062500 Penalty: 8663.716797
	Iteration 12Q: 3 clusters Score -239795.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -239837.203125 Penalty: 8663.716797
	Iteration 13Q: 3 clusters Score -239837.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -239837.203125 Penalty: 8663.716797
	Iteration 14F: 3 clusters Score -239837.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30439 members 
Mstep: Class 3 contains 169958 members 
Mstep: Class 4 contains 5590 members 
Mstep: Class 5 contains 1136 members 
Mstep: Class 6 contains 36863 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22546 members 
Mstep: Class 11 contains 126210 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 10921 members 
Mstep: Class 21 contains 4376 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 27957 members 
Mstep: Class 25 contains 34778 members 
Mstep: Class 26 contains 375 members 
Mstep: Class 27 contains 369 members 
Entering Unmasked Estep 
Score: -138271440.000000 Penalty: 220472.718750
Splitting cluster 19 changes total score from -138271648.000000 to -138271440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (10921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Entering Unmasked Estep 
Score: -2502932.500000 Penalty: 5695.296387
	Iteration 0F: 2 clusters Score -2502932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2492139.250000 Penalty: 11390.592773
	Iteration 0F: 3 clusters Score -2492139 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2494446.250000 Penalty: 11390.592773
	Iteration 1F: 3 clusters Score -2494446 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2494892.750000 Penalty: 11390.592773
	Iteration 2F: 3 clusters Score -2494893 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2495150.250000 Penalty: 11390.592773
	Iteration 3Q: 3 clusters Score -2495150 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2495300.250000 Penalty: 11390.592773
	Iteration 4Q: 3 clusters Score -2495300 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2495412.250000 Penalty: 11390.592773
	Iteration 5Q: 3 clusters Score -2495412 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2495513.750000 Penalty: 11390.592773
	Iteration 6Q: 3 clusters Score -2495514 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2495596.500000 Penalty: 11390.592773
	Iteration 7Q: 3 clusters Score -2495596 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2495667.500000 Penalty: 11390.592773
	Iteration 8Q: 3 clusters Score -2495668 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2495731.250000 Penalty: 11390.592773
	Iteration 9Q: 3 clusters Score -2495731 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2495799.250000 Penalty: 11390.592773
	Iteration 10Q: 3 clusters Score -2495799 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2495849.000000 Penalty: 11390.592773
	Iteration 11Q: 3 clusters Score -2495849 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2495891.750000 Penalty: 11390.592773
	Iteration 12Q: 3 clusters Score -2495892 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2495935.250000 Penalty: 11390.592773
	Iteration 13Q: 3 clusters Score -2495935 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2495967.500000 Penalty: 11390.592773
	Iteration 14Q: 3 clusters Score -2495968 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2496012.000000 Penalty: 11390.592773
	Iteration 15Q: 3 clusters Score -2496012 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2496048.250000 Penalty: 11390.592773
	Iteration 16Q: 3 clusters Score -2496048 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2496084.500000 Penalty: 11390.592773
	Iteration 17Q: 3 clusters Score -2496084 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2496124.500000 Penalty: 11390.592773
	Iteration 18Q: 3 clusters Score -2496124 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2496172.250000 Penalty: 11390.592773
	Iteration 19Q: 3 clusters Score -2496172 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2496216.750000 Penalty: 11390.592773
	Iteration 20F: 3 clusters Score -2496217 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2496259.750000 Penalty: 11390.592773
	Iteration 21Q: 3 clusters Score -2496260 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2496292.500000 Penalty: 11390.592773
	Iteration 22Q: 3 clusters Score -2496292 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2496325.750000 Penalty: 11390.592773
	Iteration 23Q: 3 clusters Score -2496326 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2496361.500000 Penalty: 11390.592773
	Iteration 24Q: 3 clusters Score -2496362 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2496393.250000 Penalty: 11390.592773
	Iteration 25Q: 3 clusters Score -2496393 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2496433.000000 Penalty: 11390.592773
	Iteration 26Q: 3 clusters Score -2496433 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2496484.250000 Penalty: 11390.592773
	Iteration 27Q: 3 clusters Score -2496484 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2496556.250000 Penalty: 11390.592773
	Iteration 28Q: 3 clusters Score -2496556 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2496621.000000 Penalty: 11390.592773
	Iteration 29Q: 3 clusters Score -2496621 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2496680.000000 Penalty: 11390.592773
	Iteration 30Q: 3 clusters Score -2496680 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2496755.500000 Penalty: 11390.592773
	Iteration 31Q: 3 clusters Score -2496756 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2496837.750000 Penalty: 11390.592773
	Iteration 32Q: 3 clusters Score -2496838 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2496961.750000 Penalty: 11390.592773
	Iteration 33Q: 3 clusters Score -2496962 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2497096.750000 Penalty: 11390.592773
	Iteration 34Q: 3 clusters Score -2497097 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2497217.750000 Penalty: 11390.592773
	Iteration 35Q: 3 clusters Score -2497218 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2497373.000000 Penalty: 11390.592773
	Iteration 36Q: 3 clusters Score -2497373 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2497530.250000 Penalty: 11390.592773
	Iteration 37Q: 3 clusters Score -2497530 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2497697.500000 Penalty: 11390.592773
	Iteration 38Q: 3 clusters Score -2497698 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2497865.750000 Penalty: 11390.592773
	Iteration 39Q: 3 clusters Score -2497866 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2498057.500000 Penalty: 11390.592773
	Iteration 40F: 3 clusters Score -2498058 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2498241.000000 Penalty: 11390.592773
	Iteration 41Q: 3 clusters Score -2498241 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2498479.500000 Penalty: 11390.592773
	Iteration 42Q: 3 clusters Score -2498480 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2498742.250000 Penalty: 11390.592773
	Iteration 43Q: 3 clusters Score -2498742 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2499050.750000 Penalty: 11390.592773
	Iteration 44Q: 3 clusters Score -2499051 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2499409.500000 Penalty: 11390.592773
	Iteration 45Q: 3 clusters Score -2499410 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2499770.500000 Penalty: 11390.592773
	Iteration 46Q: 3 clusters Score -2499770 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2500104.750000 Penalty: 11390.592773
	Iteration 47Q: 3 clusters Score -2500105 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2500393.250000 Penalty: 11390.592773
	Iteration 48Q: 3 clusters Score -2500393 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2500616.500000 Penalty: 11390.592773
	Iteration 49Q: 3 clusters Score -2500616 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2500747.750000 Penalty: 11390.592773
	Iteration 50Q: 3 clusters Score -2500748 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2500834.500000 Penalty: 11390.592773
	Iteration 51Q: 3 clusters Score -2500834 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2500873.750000 Penalty: 11390.592773
	Iteration 52Q: 3 clusters Score -2500874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2500910.000000 Penalty: 11390.592773
	Iteration 53Q: 3 clusters Score -2500910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2500937.750000 Penalty: 11390.592773
	Iteration 54Q: 3 clusters Score -2500938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2500953.750000 Penalty: 11390.592773
	Iteration 55Q: 3 clusters Score -2500954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2500970.500000 Penalty: 11390.592773
	Iteration 56Q: 3 clusters Score -2500970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2500987.500000 Penalty: 11390.592773
	Iteration 57Q: 3 clusters Score -2500988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2501002.000000 Penalty: 11390.592773
	Iteration 58Q: 3 clusters Score -2501002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2500999.750000 Penalty: 11390.592773
	Iteration 59Q: 3 clusters Score -2501000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2500999.000000 Penalty: 11390.592773
	Iteration 60F: 3 clusters Score -2500999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2501002.500000 Penalty: 11390.592773
	Iteration 61Q: 3 clusters Score -2501002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2501006.500000 Penalty: 11390.592773
	Iteration 62Q: 3 clusters Score -2501006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2501009.250000 Penalty: 11390.592773
	Iteration 63Q: 3 clusters Score -2501009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2501009.250000 Penalty: 11390.592773
	Iteration 64F: 3 clusters Score -2501009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Entering Unmasked Estep 
Score: -945845.500000 Penalty: 5135.132812
	Iteration 0F: 2 clusters Score -945845.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -939183.750000 Penalty: 10270.265625
	Iteration 0F: 3 clusters Score -939183.8 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -940291.312500 Penalty: 10270.265625
	Iteration 1F: 3 clusters Score -940291.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -940616.687500 Penalty: 10270.265625
	Iteration 2F: 3 clusters Score -940616.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -940801.875000 Penalty: 10270.265625
	Iteration 3Q: 3 clusters Score -940801.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -940945.812500 Penalty: 10270.265625
	Iteration 4Q: 3 clusters Score -940945.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -941079.250000 Penalty: 10270.265625
	Iteration 5Q: 3 clusters Score -941079.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -941170.437500 Penalty: 10270.265625
	Iteration 6Q: 3 clusters Score -941170.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -941253.687500 Penalty: 10270.265625
	Iteration 7Q: 3 clusters Score -941253.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -941328.500000 Penalty: 10270.265625
	Iteration 8Q: 3 clusters Score -941328.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -941386.625000 Penalty: 10270.265625
	Iteration 9Q: 3 clusters Score -941386.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -941429.875000 Penalty: 10270.265625
	Iteration 10Q: 3 clusters Score -941429.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -941472.687500 Penalty: 10270.265625
	Iteration 11Q: 3 clusters Score -941472.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -941535.500000 Penalty: 10270.265625
	Iteration 12Q: 3 clusters Score -941535.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -941596.062500 Penalty: 10270.265625
	Iteration 13Q: 3 clusters Score -941596.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -941645.375000 Penalty: 10270.265625
	Iteration 14Q: 3 clusters Score -941645.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -941695.062500 Penalty: 10270.265625
	Iteration 15Q: 3 clusters Score -941695.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -941736.750000 Penalty: 10270.265625
	Iteration 16Q: 3 clusters Score -941736.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -941775.875000 Penalty: 10270.265625
	Iteration 17Q: 3 clusters Score -941775.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -941810.500000 Penalty: 10270.265625
	Iteration 18Q: 3 clusters Score -941810.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -941838.375000 Penalty: 10270.265625
	Iteration 19Q: 3 clusters Score -941838.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -941867.937500 Penalty: 10270.265625
	Iteration 20F: 3 clusters Score -941867.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -941897.875000 Penalty: 10270.265625
	Iteration 21Q: 3 clusters Score -941897.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -941927.812500 Penalty: 10270.265625
	Iteration 22Q: 3 clusters Score -941927.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -941951.062500 Penalty: 10270.265625
	Iteration 23Q: 3 clusters Score -941951.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -941971.687500 Penalty: 10270.265625
	Iteration 24Q: 3 clusters Score -941971.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -941994.937500 Penalty: 10270.265625
	Iteration 25Q: 3 clusters Score -941994.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -942011.062500 Penalty: 10270.265625
	Iteration 26Q: 3 clusters Score -942011.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -942025.125000 Penalty: 10270.265625
	Iteration 27Q: 3 clusters Score -942025.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -942036.750000 Penalty: 10270.265625
	Iteration 28Q: 3 clusters Score -942036.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -942045.312500 Penalty: 10270.265625
	Iteration 29Q: 3 clusters Score -942045.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -942049.312500 Penalty: 10270.265625
	Iteration 30Q: 3 clusters Score -942049.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -942050.812500 Penalty: 10270.265625
	Iteration 31Q: 3 clusters Score -942050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -942053.000000 Penalty: 10270.265625
	Iteration 32Q: 3 clusters Score -942053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -942055.062500 Penalty: 10270.265625
	Iteration 33Q: 3 clusters Score -942055.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -942060.750000 Penalty: 10270.265625
	Iteration 34Q: 3 clusters Score -942060.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -942063.250000 Penalty: 10270.265625
	Iteration 35Q: 3 clusters Score -942063.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -942065.937500 Penalty: 10270.265625
	Iteration 36Q: 3 clusters Score -942065.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -942068.937500 Penalty: 10270.265625
	Iteration 37Q: 3 clusters Score -942068.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -942074.562500 Penalty: 10270.265625
	Iteration 38Q: 3 clusters Score -942074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -942073.750000 Penalty: 10270.265625
	Iteration 39Q: 3 clusters Score -942073.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -942079.875000 Penalty: 10270.265625
	Iteration 40F: 3 clusters Score -942079.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -942086.375000 Penalty: 10270.265625
	Iteration 41Q: 3 clusters Score -942086.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -942092.500000 Penalty: 10270.265625
	Iteration 42Q: 3 clusters Score -942092.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -942098.687500 Penalty: 10270.265625
	Iteration 43Q: 3 clusters Score -942098.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -942103.875000 Penalty: 10270.265625
	Iteration 44Q: 3 clusters Score -942103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -942107.250000 Penalty: 10270.265625
	Iteration 45Q: 3 clusters Score -942107.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -942111.937500 Penalty: 10270.265625
	Iteration 46Q: 3 clusters Score -942111.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -942113.937500 Penalty: 10270.265625
	Iteration 47Q: 3 clusters Score -942113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -942115.687500 Penalty: 10270.265625
	Iteration 48Q: 3 clusters Score -942115.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -942117.500000 Penalty: 10270.265625
	Iteration 49Q: 3 clusters Score -942117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -942119.750000 Penalty: 10270.265625
	Iteration 50Q: 3 clusters Score -942119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -942123.000000 Penalty: 10270.265625
	Iteration 51Q: 3 clusters Score -942123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -942125.687500 Penalty: 10270.265625
	Iteration 52Q: 3 clusters Score -942125.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -942129.937500 Penalty: 10270.265625
	Iteration 53Q: 3 clusters Score -942129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -942130.000000 Penalty: 10270.265625
	Iteration 54Q: 3 clusters Score -942130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -942130.687500 Penalty: 10270.265625
	Iteration 55Q: 3 clusters Score -942130.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -942131.937500 Penalty: 10270.265625
	Iteration 56Q: 3 clusters Score -942131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -942133.250000 Penalty: 10270.265625
	Iteration 57Q: 3 clusters Score -942133.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -942132.687500 Penalty: 10270.265625
	Iteration 58Q: 3 clusters Score -942132.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -942132.687500 Penalty: 10270.265625
	Iteration 59F: 3 clusters Score -942132.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -65267.609375 Penalty: 3594.944336
	Iteration 0F: 2 clusters Score -65267.61 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 173 members 
Entering Unmasked Estep 
Score: -62478.753906 Penalty: 7189.888672
	Iteration 0F: 3 clusters Score -62478.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -62643.125000 Penalty: 7189.888672
	Iteration 1F: 3 clusters Score -62643.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -62712.128906 Penalty: 7189.888672
	Iteration 2Q: 3 clusters Score -62712.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -62741.871094 Penalty: 7189.888672
	Iteration 3Q: 3 clusters Score -62741.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -62786.492188 Penalty: 7189.888672
	Iteration 4Q: 3 clusters Score -62786.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -62795.859375 Penalty: 7189.888672
	Iteration 5Q: 3 clusters Score -62795.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -62795.859375 Penalty: 7189.888672
	Iteration 6F: 3 clusters Score -62795.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -63406.894531 Penalty: 3726.755859
	Iteration 0F: 2 clusters Score -63406.89 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 209 members 
Entering Unmasked Estep 
Score: -60518.808594 Penalty: 7453.511719
	Iteration 0F: 3 clusters Score -60518.81 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60961.210938 Penalty: 7453.511719
	Iteration 1F: 3 clusters Score -60961.21 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61398.812500 Penalty: 7453.511719
	Iteration 2F: 3 clusters Score -61398.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61671.183594 Penalty: 7453.511719
	Iteration 3F: 3 clusters Score -61671.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61798.335938 Penalty: 7453.511719
	Iteration 4Q: 3 clusters Score -61798.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61814.472656 Penalty: 7453.511719
	Iteration 5Q: 3 clusters Score -61814.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61814.472656 Penalty: 7453.511719
	Iteration 6F: 3 clusters Score -61814.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Entering Unmasked Estep 
Score: -6464118.000000 Penalty: 6271.034180
	Iteration 0F: 2 clusters Score -6464118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -6442768.500000 Penalty: 12542.068359
	Iteration 0F: 3 clusters Score -6442768 nChanged 11656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -6448812.000000 Penalty: 12542.068359
	Iteration 1F: 3 clusters Score -6448812 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -6449526.500000 Penalty: 12542.068359
	Iteration 2F: 3 clusters Score -6449526 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -6450015.000000 Penalty: 12542.068359
	Iteration 3Q: 3 clusters Score -6450015 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -6450406.500000 Penalty: 12542.068359
	Iteration 4Q: 3 clusters Score -6450406 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -6450740.000000 Penalty: 12542.068359
	Iteration 5Q: 3 clusters Score -6450740 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -6451024.000000 Penalty: 12542.068359
	Iteration 6Q: 3 clusters Score -6451024 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -6451317.500000 Penalty: 12542.068359
	Iteration 7Q: 3 clusters Score -6451318 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -6451546.500000 Penalty: 12542.068359
	Iteration 8Q: 3 clusters Score -6451546 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -6451768.000000 Penalty: 12542.068359
	Iteration 9Q: 3 clusters Score -6451768 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -6452057.500000 Penalty: 12542.068359
	Iteration 10Q: 3 clusters Score -6452058 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -6452386.000000 Penalty: 12542.068359
	Iteration 11Q: 3 clusters Score -6452386 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -6452701.500000 Penalty: 12542.068359
	Iteration 12Q: 3 clusters Score -6452702 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -6453050.000000 Penalty: 12542.068359
	Iteration 13Q: 3 clusters Score -6453050 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -6453416.000000 Penalty: 12542.068359
	Iteration 14Q: 3 clusters Score -6453416 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -6453829.500000 Penalty: 12542.068359
	Iteration 15Q: 3 clusters Score -6453830 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -6454268.500000 Penalty: 12542.068359
	Iteration 16Q: 3 clusters Score -6454268 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -6454679.000000 Penalty: 12542.068359
	Iteration 17Q: 3 clusters Score -6454679 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -6455124.000000 Penalty: 12542.068359
	Iteration 18Q: 3 clusters Score -6455124 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -6455546.000000 Penalty: 12542.068359
	Iteration 19Q: 3 clusters Score -6455546 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -6456008.500000 Penalty: 12542.068359
	Iteration 20F: 3 clusters Score -6456008 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -6456422.000000 Penalty: 12542.068359
	Iteration 21Q: 3 clusters Score -6456422 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -6456794.500000 Penalty: 12542.068359
	Iteration 22Q: 3 clusters Score -6456794 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -6457132.500000 Penalty: 12542.068359
	Iteration 23Q: 3 clusters Score -6457132 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -6457429.500000 Penalty: 12542.068359
	Iteration 24Q: 3 clusters Score -6457430 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -6457651.500000 Penalty: 12542.068359
	Iteration 25Q: 3 clusters Score -6457652 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -6457856.000000 Penalty: 12542.068359
	Iteration 26Q: 3 clusters Score -6457856 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6458035.500000 Penalty: 12542.068359
	Iteration 27Q: 3 clusters Score -6458036 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -6458139.000000 Penalty: 12542.068359
	Iteration 28Q: 3 clusters Score -6458139 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -6458239.500000 Penalty: 12542.068359
	Iteration 29Q: 3 clusters Score -6458240 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6458340.500000 Penalty: 12542.068359
	Iteration 30Q: 3 clusters Score -6458340 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6458404.500000 Penalty: 12542.068359
	Iteration 31Q: 3 clusters Score -6458404 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6458466.000000 Penalty: 12542.068359
	Iteration 32Q: 3 clusters Score -6458466 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6458510.000000 Penalty: 12542.068359
	Iteration 33Q: 3 clusters Score -6458510 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6458550.500000 Penalty: 12542.068359
	Iteration 34Q: 3 clusters Score -6458550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6458573.500000 Penalty: 12542.068359
	Iteration 35Q: 3 clusters Score -6458574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6458596.000000 Penalty: 12542.068359
	Iteration 36Q: 3 clusters Score -6458596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6458631.500000 Penalty: 12542.068359
	Iteration 37Q: 3 clusters Score -6458632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6458638.500000 Penalty: 12542.068359
	Iteration 38Q: 3 clusters Score -6458638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6458652.000000 Penalty: 12542.068359
	Iteration 39Q: 3 clusters Score -6458652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6458654.000000 Penalty: 12542.068359
	Iteration 40F: 3 clusters Score -6458654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6458662.500000 Penalty: 12542.068359
	Iteration 41Q: 3 clusters Score -6458662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -6458683.500000 Penalty: 12542.068359
	Iteration 42Q: 3 clusters Score -6458684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6458687.500000 Penalty: 12542.068359
	Iteration 43Q: 3 clusters Score -6458688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6458698.500000 Penalty: 12542.068359
	Iteration 44Q: 3 clusters Score -6458698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6458695.500000 Penalty: 12542.068359
	Iteration 45Q: 3 clusters Score -6458696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6458704.500000 Penalty: 12542.068359
	Iteration 46Q: 3 clusters Score -6458704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6458706.500000 Penalty: 12542.068359
	Iteration 47Q: 3 clusters Score -6458706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6458703.500000 Penalty: 12542.068359
	Iteration 48Q: 3 clusters Score -6458704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6458709.000000 Penalty: 12542.068359
	Iteration 49Q: 3 clusters Score -6458709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6458712.500000 Penalty: 12542.068359
	Iteration 50Q: 3 clusters Score -6458712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6458714.000000 Penalty: 12542.068359
	Iteration 51Q: 3 clusters Score -6458714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6458705.500000 Penalty: 12542.068359
	Iteration 52Q: 3 clusters Score -6458706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6458709.000000 Penalty: 12542.068359
	Iteration 53Q: 3 clusters Score -6458709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6458713.000000 Penalty: 12542.068359
	Iteration 54Q: 3 clusters Score -6458713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6458712.000000 Penalty: 12542.068359
	Iteration 55Q: 3 clusters Score -6458712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6458719.000000 Penalty: 12542.068359
	Iteration 56Q: 3 clusters Score -6458719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6458712.500000 Penalty: 12542.068359
	Iteration 57Q: 3 clusters Score -6458712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6458719.500000 Penalty: 12542.068359
	Iteration 58Q: 3 clusters Score -6458720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6458717.000000 Penalty: 12542.068359
	Iteration 59Q: 3 clusters Score -6458717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6458715.000000 Penalty: 12542.068359
	Iteration 60F: 3 clusters Score -6458715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6458716.000000 Penalty: 12542.068359
	Iteration 61Q: 3 clusters Score -6458716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6458716.000000 Penalty: 12542.068359
	Iteration 62F: 3 clusters Score -6458716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (34778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Entering Unmasked Estep 
Score: -7932769.000000 Penalty: 6404.753418
	Iteration 0F: 2 clusters Score -7932769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -7906839.000000 Penalty: 12809.506836
	Iteration 0F: 3 clusters Score -7906839 nChanged 14767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -7914635.000000 Penalty: 12809.506836
	Iteration 1F: 3 clusters Score -7914635 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -7915480.500000 Penalty: 12809.506836
	Iteration 2F: 3 clusters Score -7915480 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -7916166.000000 Penalty: 12809.506836
	Iteration 3Q: 3 clusters Score -7916166 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -7916683.500000 Penalty: 12809.506836
	Iteration 4Q: 3 clusters Score -7916684 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -7917224.000000 Penalty: 12809.506836
	Iteration 5Q: 3 clusters Score -7917224 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -7917697.000000 Penalty: 12809.506836
	Iteration 6Q: 3 clusters Score -7917697 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -7918137.000000 Penalty: 12809.506836
	Iteration 7Q: 3 clusters Score -7918137 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -7918497.500000 Penalty: 12809.506836
	Iteration 8Q: 3 clusters Score -7918498 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -7918907.000000 Penalty: 12809.506836
	Iteration 9Q: 3 clusters Score -7918907 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -7919363.000000 Penalty: 12809.506836
	Iteration 10Q: 3 clusters Score -7919363 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -7919769.500000 Penalty: 12809.506836
	Iteration 11Q: 3 clusters Score -7919770 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -7920252.500000 Penalty: 12809.506836
	Iteration 12Q: 3 clusters Score -7920252 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -7920862.000000 Penalty: 12809.506836
	Iteration 13Q: 3 clusters Score -7920862 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -7921462.500000 Penalty: 12809.506836
	Iteration 14Q: 3 clusters Score -7921462 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -7922219.500000 Penalty: 12809.506836
	Iteration 15Q: 3 clusters Score -7922220 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -7922974.000000 Penalty: 12809.506836
	Iteration 16Q: 3 clusters Score -7922974 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -7923713.500000 Penalty: 12809.506836
	Iteration 17Q: 3 clusters Score -7923714 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -7924288.000000 Penalty: 12809.506836
	Iteration 18Q: 3 clusters Score -7924288 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -7924641.500000 Penalty: 12809.506836
	Iteration 19Q: 3 clusters Score -7924642 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -7924908.000000 Penalty: 12809.506836
	Iteration 20F: 3 clusters Score -7924908 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -7925076.000000 Penalty: 12809.506836
	Iteration 21Q: 3 clusters Score -7925076 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -7925217.500000 Penalty: 12809.506836
	Iteration 22Q: 3 clusters Score -7925218 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -7925291.500000 Penalty: 12809.506836
	Iteration 23Q: 3 clusters Score -7925292 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -7925370.500000 Penalty: 12809.506836
	Iteration 24Q: 3 clusters Score -7925370 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -7925434.500000 Penalty: 12809.506836
	Iteration 25Q: 3 clusters Score -7925434 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -7925483.000000 Penalty: 12809.506836
	Iteration 26Q: 3 clusters Score -7925483 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -7925523.500000 Penalty: 12809.506836
	Iteration 27Q: 3 clusters Score -7925524 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -7925590.500000 Penalty: 12809.506836
	Iteration 28Q: 3 clusters Score -7925590 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -7925647.500000 Penalty: 12809.506836
	Iteration 29Q: 3 clusters Score -7925648 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -7925706.500000 Penalty: 12809.506836
	Iteration 30Q: 3 clusters Score -7925706 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -7925743.000000 Penalty: 12809.506836
	Iteration 31Q: 3 clusters Score -7925743 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -7925813.000000 Penalty: 12809.506836
	Iteration 32Q: 3 clusters Score -7925813 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -7925872.000000 Penalty: 12809.506836
	Iteration 33Q: 3 clusters Score -7925872 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -7925940.000000 Penalty: 12809.506836
	Iteration 34Q: 3 clusters Score -7925940 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -7926053.500000 Penalty: 12809.506836
	Iteration 35Q: 3 clusters Score -7926054 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -7926201.000000 Penalty: 12809.506836
	Iteration 36Q: 3 clusters Score -7926201 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -7926354.500000 Penalty: 12809.506836
	Iteration 37Q: 3 clusters Score -7926354 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -7926528.500000 Penalty: 12809.506836
	Iteration 38Q: 3 clusters Score -7926528 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -7926798.000000 Penalty: 12809.506836
	Iteration 39Q: 3 clusters Score -7926798 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -7927164.000000 Penalty: 12809.506836
	Iteration 40F: 3 clusters Score -7927164 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -7927557.000000 Penalty: 12809.506836
	Iteration 41Q: 3 clusters Score -7927557 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -7928015.000000 Penalty: 12809.506836
	Iteration 42Q: 3 clusters Score -7928015 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -7928586.500000 Penalty: 12809.506836
	Iteration 43Q: 3 clusters Score -7928586 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -7929213.000000 Penalty: 12809.506836
	Iteration 44Q: 3 clusters Score -7929213 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -7929624.500000 Penalty: 12809.506836
	Iteration 45Q: 3 clusters Score -7929624 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -7929834.500000 Penalty: 12809.506836
	Iteration 46Q: 3 clusters Score -7929834 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -7929877.000000 Penalty: 12809.506836
	Iteration 47Q: 3 clusters Score -7929877 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -7929923.000000 Penalty: 12809.506836
	Iteration 48Q: 3 clusters Score -7929923 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -7929969.500000 Penalty: 12809.506836
	Iteration 49Q: 3 clusters Score -7929970 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -7929982.000000 Penalty: 12809.506836
	Iteration 50Q: 3 clusters Score -7929982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -7929986.000000 Penalty: 12809.506836
	Iteration 51Q: 3 clusters Score -7929986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -7929991.000000 Penalty: 12809.506836
	Iteration 52Q: 3 clusters Score -7929991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -7930014.000000 Penalty: 12809.506836
	Iteration 53Q: 3 clusters Score -7930014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -7930030.500000 Penalty: 12809.506836
	Iteration 54Q: 3 clusters Score -7930030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -7930016.500000 Penalty: 12809.506836
	Iteration 55Q: 3 clusters Score -7930016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -7930020.000000 Penalty: 12809.506836
	Iteration 56Q: 3 clusters Score -7930020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -7930020.000000 Penalty: 12809.506836
	Iteration 57Q: 3 clusters Score -7930020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -7930031.500000 Penalty: 12809.506836
	Iteration 58Q: 3 clusters Score -7930032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -7930026.000000 Penalty: 12809.506836
	Iteration 59Q: 3 clusters Score -7930026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -7930032.000000 Penalty: 12809.506836
	Iteration 60F: 3 clusters Score -7930032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -7930046.000000 Penalty: 12809.506836
	Iteration 61Q: 3 clusters Score -7930046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -7930044.500000 Penalty: 12809.506836
	Iteration 62Q: 3 clusters Score -7930044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -7930051.000000 Penalty: 12809.506836
	Iteration 63Q: 3 clusters Score -7930051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -7930047.500000 Penalty: 12809.506836
	Iteration 64Q: 3 clusters Score -7930048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -7930038.500000 Penalty: 12809.506836
	Iteration 65Q: 3 clusters Score -7930038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -7930048.000000 Penalty: 12809.506836
	Iteration 66Q: 3 clusters Score -7930048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -7930043.000000 Penalty: 12809.506836
	Iteration 67Q: 3 clusters Score -7930043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -7930043.500000 Penalty: 12809.506836
	Iteration 68Q: 3 clusters Score -7930044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -7930043.500000 Penalty: 12809.506836
	Iteration 69F: 3 clusters Score -7930044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30439 members 
Mstep: Class 3 contains 169958 members 
Mstep: Class 4 contains 5590 members 
Mstep: Class 5 contains 1136 members 
Mstep: Class 6 contains 36863 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22546 members 
Mstep: Class 11 contains 126210 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10921 members 
Mstep: Class 21 contains 4376 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 27957 members 
Mstep: Class 25 contains 34778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274656.000000 Penalty: 212307.062500
Iteration 119Q: 27 clusters Score -1.382747e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30438 members 
Mstep: Class 3 contains 169960 members 
Mstep: Class 4 contains 5591 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36863 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22545 members 
Mstep: Class 11 contains 126209 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 11484 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10921 members 
Mstep: Class 21 contains 4376 members 
Mstep: Class 22 contains 354 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34778 members 
Mstep: Class 26 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274736.000000 Penalty: 212307.062500
Iteration 120F: 27 clusters Score -1.382747e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 30437 members 
Mstep: Class 3 contains 169960 members 
Mstep: Class 4 contains 5591 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36863 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22544 members 
Mstep: Class 11 contains 126210 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 11484 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 10921 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34778 members 
Mstep: Class 26 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274704.000000 Penalty: 212307.062500
Iteration 121Q: 27 clusters Score -1.382747e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30441 members 
Mstep: Class 3 contains 169961 members 
Mstep: Class 4 contains 5591 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36860 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22544 members 
Mstep: Class 11 contains 126210 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 11484 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 2525 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10921 members 
Mstep: Class 21 contains 4363 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34779 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274752.000000 Penalty: 212307.062500
Iteration 122Q: 27 clusters Score -1.382748e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30439 members 
Mstep: Class 3 contains 169961 members 
Mstep: Class 4 contains 5595 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36862 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22545 members 
Mstep: Class 11 contains 126210 members 
Mstep: Class 12 contains 7864 members 
Mstep: Class 13 contains 7650 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 2526 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10921 members 
Mstep: Class 21 contains 4355 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34781 members 
Mstep: Class 26 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274816.000000 Penalty: 212307.062500
Iteration 123Q: 27 clusters Score -1.382748e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30432 members 
Mstep: Class 3 contains 169963 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36861 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22546 members 
Mstep: Class 11 contains 126211 members 
Mstep: Class 12 contains 7863 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 2526 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10922 members 
Mstep: Class 21 contains 4353 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27955 members 
Mstep: Class 25 contains 34783 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274784.000000 Penalty: 212307.062500
Iteration 124Q: 27 clusters Score -1.382748e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30430 members 
Mstep: Class 3 contains 169967 members 
Mstep: Class 4 contains 5603 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36861 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22546 members 
Mstep: Class 11 contains 126211 members 
Mstep: Class 12 contains 7863 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 2526 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10922 members 
Mstep: Class 21 contains 4342 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27955 members 
Mstep: Class 25 contains 34783 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274816.000000 Penalty: 212307.062500
Iteration 125Q: 27 clusters Score -1.382748e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30428 members 
Mstep: Class 3 contains 169967 members 
Mstep: Class 4 contains 5603 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36860 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22546 members 
Mstep: Class 11 contains 126212 members 
Mstep: Class 12 contains 7863 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12741 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10922 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34785 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274896.000000 Penalty: 212307.062500
Iteration 126Q: 27 clusters Score -1.382749e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30427 members 
Mstep: Class 3 contains 169966 members 
Mstep: Class 4 contains 5603 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22547 members 
Mstep: Class 11 contains 126214 members 
Mstep: Class 12 contains 7863 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12741 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10922 members 
Mstep: Class 21 contains 4343 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34786 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274880.000000 Penalty: 212307.062500
Iteration 127Q: 27 clusters Score -1.382749e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30426 members 
Mstep: Class 3 contains 169963 members 
Mstep: Class 4 contains 5605 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22548 members 
Mstep: Class 11 contains 126217 members 
Mstep: Class 12 contains 7863 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12741 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34786 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274864.000000 Penalty: 212307.062500
Iteration 128Q: 27 clusters Score -1.382749e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30424 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5602 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22549 members 
Mstep: Class 11 contains 126220 members 
Mstep: Class 12 contains 7863 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12742 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4336 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34787 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274880.000000 Penalty: 212307.062500
Iteration 129Q: 27 clusters Score -1.382749e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30424 members 
Mstep: Class 3 contains 169963 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36858 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22550 members 
Mstep: Class 11 contains 126223 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 38401 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12742 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34788 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274896.000000 Penalty: 212307.062500
Iteration 130Q: 27 clusters Score -1.382749e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30423 members 
Mstep: Class 3 contains 169958 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22549 members 
Mstep: Class 11 contains 126227 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 7653 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 38401 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12742 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27953 members 
Mstep: Class 25 contains 34788 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274832.000000 Penalty: 212307.062500
Iteration 131Q: 27 clusters Score -1.382748e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30421 members 
Mstep: Class 3 contains 169957 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22548 members 
Mstep: Class 11 contains 126230 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 38401 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12742 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27953 members 
Mstep: Class 25 contains 34790 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274800.000000 Penalty: 212307.062500
Iteration 132Q: 27 clusters Score -1.382748e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30418 members 
Mstep: Class 3 contains 169960 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22547 members 
Mstep: Class 11 contains 126228 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 38401 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12743 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34791 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274800.000000 Penalty: 212307.062500
Iteration 133Q: 27 clusters Score -1.382748e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30416 members 
Mstep: Class 3 contains 169963 members 
Mstep: Class 4 contains 5598 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22548 members 
Mstep: Class 11 contains 126228 members 
Mstep: Class 12 contains 7863 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 38401 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12743 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4338 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34791 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274752.000000 Penalty: 212307.062500
Iteration 134Q: 27 clusters Score -1.382748e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30415 members 
Mstep: Class 3 contains 169961 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22547 members 
Mstep: Class 11 contains 126230 members 
Mstep: Class 12 contains 7864 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 38401 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12744 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34791 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274704.000000 Penalty: 212307.062500
Iteration 135Q: 27 clusters Score -1.382747e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30413 members 
Mstep: Class 3 contains 169963 members 
Mstep: Class 4 contains 5594 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22548 members 
Mstep: Class 11 contains 126230 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 11481 members 
Mstep: Class 15 contains 38401 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34791 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274784.000000 Penalty: 212307.062500
Iteration 136Q: 27 clusters Score -1.382748e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30411 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5594 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22549 members 
Mstep: Class 11 contains 126230 members 
Mstep: Class 12 contains 7866 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 11478 members 
Mstep: Class 15 contains 38401 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34792 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274720.000000 Penalty: 212307.062500
Iteration 137Q: 27 clusters Score -1.382747e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169967 members 
Mstep: Class 4 contains 5595 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22547 members 
Mstep: Class 11 contains 126231 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 38401 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34794 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274672.000000 Penalty: 212307.062500
Iteration 138Q: 27 clusters Score -1.382747e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169967 members 
Mstep: Class 4 contains 5595 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22543 members 
Mstep: Class 11 contains 126233 members 
Mstep: Class 12 contains 7867 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11478 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4338 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34795 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274672.000000 Penalty: 212307.062500
Iteration 139Q: 27 clusters Score -1.382747e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169968 members 
Mstep: Class 4 contains 5596 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22541 members 
Mstep: Class 11 contains 126234 members 
Mstep: Class 12 contains 7867 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11478 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4337 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34795 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274720.000000 Penalty: 212307.062500
Iteration 140F: 27 clusters Score -1.382747e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169968 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22541 members 
Mstep: Class 11 contains 126234 members 
Mstep: Class 12 contains 7867 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11478 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4336 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34795 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274704.000000 Penalty: 212307.062500
Iteration 141Q: 27 clusters Score -1.382747e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169966 members 
Mstep: Class 4 contains 5598 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22541 members 
Mstep: Class 11 contains 126234 members 
Mstep: Class 12 contains 7867 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11479 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4336 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34795 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274736.000000 Penalty: 212307.062500
Iteration 142Q: 27 clusters Score -1.382747e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169966 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22541 members 
Mstep: Class 11 contains 126233 members 
Mstep: Class 12 contains 7867 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11479 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4336 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 34795 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274752.000000 Penalty: 212307.062500
Iteration 143Q: 27 clusters Score -1.382748e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169966 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22542 members 
Mstep: Class 11 contains 126232 members 
Mstep: Class 12 contains 7867 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11479 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4336 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27955 members 
Mstep: Class 25 contains 34796 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274704.000000 Penalty: 212307.062500
Iteration 144Q: 27 clusters Score -1.382747e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22541 members 
Mstep: Class 11 contains 126232 members 
Mstep: Class 12 contains 7867 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11479 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12746 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4336 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34796 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274720.000000 Penalty: 212307.062500
Iteration 145Q: 27 clusters Score -1.382747e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169967 members 
Mstep: Class 4 contains 5596 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22541 members 
Mstep: Class 11 contains 126232 members 
Mstep: Class 12 contains 7867 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11479 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12746 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4336 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34795 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274768.000000 Penalty: 212307.062500
Iteration 146Q: 27 clusters Score -1.382748e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5596 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22541 members 
Mstep: Class 11 contains 126234 members 
Mstep: Class 12 contains 7867 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11478 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12747 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4336 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34795 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274784.000000 Penalty: 212307.062500
Iteration 147Q: 27 clusters Score -1.382748e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22541 members 
Mstep: Class 11 contains 126234 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34799 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274768.000000 Penalty: 212307.062500
Iteration 148Q: 27 clusters Score -1.382748e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169964 members 
Mstep: Class 4 contains 5598 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22541 members 
Mstep: Class 11 contains 126234 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34800 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274800.000000 Penalty: 212307.062500
Iteration 149Q: 27 clusters Score -1.382748e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5596 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22541 members 
Mstep: Class 11 contains 126234 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34801 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274784.000000 Penalty: 212307.062500
Iteration 150Q: 27 clusters Score -1.382748e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5595 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36856 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22542 members 
Mstep: Class 11 contains 126234 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7653 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34802 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274784.000000 Penalty: 212307.062500
Iteration 151Q: 27 clusters Score -1.382748e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5595 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36856 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22542 members 
Mstep: Class 11 contains 126234 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7654 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34802 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274800.000000 Penalty: 212307.062500
Iteration 152Q: 27 clusters Score -1.382748e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5595 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22542 members 
Mstep: Class 11 contains 126234 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7653 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34802 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274816.000000 Penalty: 212307.062500
Iteration 153Q: 27 clusters Score -1.382748e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5594 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22541 members 
Mstep: Class 11 contains 126234 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7655 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34802 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274816.000000 Penalty: 212307.062500
Iteration 154Q: 27 clusters Score -1.382748e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5593 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36857 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22540 members 
Mstep: Class 11 contains 126235 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7654 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34804 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274784.000000 Penalty: 212307.062500
Iteration 155Q: 27 clusters Score -1.382748e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5593 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36858 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22540 members 
Mstep: Class 11 contains 126235 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7653 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34804 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274768.000000 Penalty: 212307.062500
Iteration 156Q: 27 clusters Score -1.382748e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5593 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36860 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22540 members 
Mstep: Class 11 contains 126235 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34804 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274784.000000 Penalty: 212307.062500
Iteration 157Q: 27 clusters Score -1.382748e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5593 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36863 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22540 members 
Mstep: Class 11 contains 126235 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7649 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34804 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274768.000000 Penalty: 212307.062500
Iteration 158Q: 27 clusters Score -1.382748e+08 nChanged 4
Entering ConstructFrom: 
Score: -138274768.000000 Penalty: 212307.062500
Entering ConstructFrom: 
Trying to split cluster 1 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -85002.812500 Penalty: 3870.368164
	Iteration 0F: 2 clusters Score -85002.81 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 269 members 
Entering Unmasked Estep 
Score: -81636.179688 Penalty: 7740.736328
	Iteration 0F: 3 clusters Score -81636.18 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -81940.039062 Penalty: 7740.736328
	Iteration 1F: 3 clusters Score -81940.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82049.000000 Penalty: 7740.736328
	Iteration 2Q: 3 clusters Score -82049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -82101.968750 Penalty: 7740.736328
	Iteration 3Q: 3 clusters Score -82101.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82165.187500 Penalty: 7740.736328
	Iteration 4Q: 3 clusters Score -82165.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -82197.343750 Penalty: 7740.736328
	Iteration 5Q: 3 clusters Score -82197.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82274.117188 Penalty: 7740.736328
	Iteration 6Q: 3 clusters Score -82274.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82307.515625 Penalty: 7740.736328
	Iteration 7Q: 3 clusters Score -82307.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82327.070312 Penalty: 7740.736328
	Iteration 8Q: 3 clusters Score -82327.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82338.757812 Penalty: 7740.736328
	Iteration 9Q: 3 clusters Score -82338.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -82356.648438 Penalty: 7740.736328
	Iteration 10Q: 3 clusters Score -82356.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82395.609375 Penalty: 7740.736328
	Iteration 11Q: 3 clusters Score -82395.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -82423.296875 Penalty: 7740.736328
	Iteration 12Q: 3 clusters Score -82423.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -82515.750000 Penalty: 7740.736328
	Iteration 13Q: 3 clusters Score -82515.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -82589.585938 Penalty: 7740.736328
	Iteration 14Q: 3 clusters Score -82589.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -82661.015625 Penalty: 7740.736328
	Iteration 15Q: 3 clusters Score -82661.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82759.304688 Penalty: 7740.736328
	Iteration 16Q: 3 clusters Score -82759.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -82827.312500 Penalty: 7740.736328
	Iteration 17Q: 3 clusters Score -82827.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -82883.234375 Penalty: 7740.736328
	Iteration 18Q: 3 clusters Score -82883.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -82926.992188 Penalty: 7740.736328
	Iteration 19Q: 3 clusters Score -82926.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -82993.234375 Penalty: 7740.736328
	Iteration 20F: 3 clusters Score -82993.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -83083.140625 Penalty: 7740.736328
	Iteration 21Q: 3 clusters Score -83083.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -83131.320312 Penalty: 7740.736328
	Iteration 22Q: 3 clusters Score -83131.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -83146.148438 Penalty: 7740.736328
	Iteration 23Q: 3 clusters Score -83146.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -83162.851562 Penalty: 7740.736328
	Iteration 24Q: 3 clusters Score -83162.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -83218.164062 Penalty: 7740.736328
	Iteration 25Q: 3 clusters Score -83218.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -83258.843750 Penalty: 7740.736328
	Iteration 26Q: 3 clusters Score -83258.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -83266.937500 Penalty: 7740.736328
	Iteration 27Q: 3 clusters Score -83266.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -83277.085938 Penalty: 7740.736328
	Iteration 28Q: 3 clusters Score -83277.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -83282.640625 Penalty: 7740.736328
	Iteration 29Q: 3 clusters Score -83282.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -83282.640625 Penalty: 7740.736328
	Iteration 30F: 3 clusters Score -83282.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (30409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Entering Unmasked Estep 
Score: -6794946.500000 Penalty: 6322.527344
	Iteration 0F: 2 clusters Score -6794946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -6771863.000000 Penalty: 12645.054688
	Iteration 0F: 3 clusters Score -6771863 nChanged 12946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -6779399.500000 Penalty: 12645.054688
	Iteration 1F: 3 clusters Score -6779400 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -6781271.000000 Penalty: 12645.054688
	Iteration 2F: 3 clusters Score -6781271 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -6783185.500000 Penalty: 12645.054688
	Iteration 3F: 3 clusters Score -6783186 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -6785104.500000 Penalty: 12645.054688
	Iteration 4F: 3 clusters Score -6785104 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -6786838.500000 Penalty: 12645.054688
	Iteration 5F: 3 clusters Score -6786838 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -6788250.000000 Penalty: 12645.054688
	Iteration 6F: 3 clusters Score -6788250 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -6789407.000000 Penalty: 12645.054688
	Iteration 7Q: 3 clusters Score -6789407 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -6790131.000000 Penalty: 12645.054688
	Iteration 8Q: 3 clusters Score -6790131 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -6790707.000000 Penalty: 12645.054688
	Iteration 9Q: 3 clusters Score -6790707 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -6791049.000000 Penalty: 12645.054688
	Iteration 10Q: 3 clusters Score -6791049 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -6791299.000000 Penalty: 12645.054688
	Iteration 11Q: 3 clusters Score -6791299 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -6791442.000000 Penalty: 12645.054688
	Iteration 12Q: 3 clusters Score -6791442 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -6791547.500000 Penalty: 12645.054688
	Iteration 13Q: 3 clusters Score -6791548 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -6791622.500000 Penalty: 12645.054688
	Iteration 14Q: 3 clusters Score -6791622 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -6791681.500000 Penalty: 12645.054688
	Iteration 15Q: 3 clusters Score -6791682 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -6791762.000000 Penalty: 12645.054688
	Iteration 16Q: 3 clusters Score -6791762 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -6791796.000000 Penalty: 12645.054688
	Iteration 17Q: 3 clusters Score -6791796 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -6791850.000000 Penalty: 12645.054688
	Iteration 18Q: 3 clusters Score -6791850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -6791906.500000 Penalty: 12645.054688
	Iteration 19Q: 3 clusters Score -6791906 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -6791957.500000 Penalty: 12645.054688
	Iteration 20F: 3 clusters Score -6791958 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -6791997.500000 Penalty: 12645.054688
	Iteration 21Q: 3 clusters Score -6791998 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -6792045.000000 Penalty: 12645.054688
	Iteration 22Q: 3 clusters Score -6792045 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -6792087.500000 Penalty: 12645.054688
	Iteration 23Q: 3 clusters Score -6792088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -6792100.000000 Penalty: 12645.054688
	Iteration 24Q: 3 clusters Score -6792100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -6792107.500000 Penalty: 12645.054688
	Iteration 25Q: 3 clusters Score -6792108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -6792121.000000 Penalty: 12645.054688
	Iteration 26Q: 3 clusters Score -6792121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -6792110.000000 Penalty: 12645.054688
	Iteration 27Q: 3 clusters Score -6792110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -6792124.500000 Penalty: 12645.054688
	Iteration 28Q: 3 clusters Score -6792124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -6792117.500000 Penalty: 12645.054688
	Iteration 29Q: 3 clusters Score -6792118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -6792122.000000 Penalty: 12645.054688
	Iteration 30Q: 3 clusters Score -6792122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -6792130.500000 Penalty: 12645.054688
	Iteration 31Q: 3 clusters Score -6792130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -6792142.000000 Penalty: 12645.054688
	Iteration 32Q: 3 clusters Score -6792142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -6792140.000000 Penalty: 12645.054688
	Iteration 33Q: 3 clusters Score -6792140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -6792139.500000 Penalty: 12645.054688
	Iteration 34Q: 3 clusters Score -6792140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -6792138.000000 Penalty: 12645.054688
	Iteration 35Q: 3 clusters Score -6792138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -6792142.500000 Penalty: 12645.054688
	Iteration 36Q: 3 clusters Score -6792142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -6792137.000000 Penalty: 12645.054688
	Iteration 37Q: 3 clusters Score -6792137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -6792159.500000 Penalty: 12645.054688
	Iteration 38Q: 3 clusters Score -6792160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -6792168.000000 Penalty: 12645.054688
	Iteration 39Q: 3 clusters Score -6792168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -6792166.500000 Penalty: 12645.054688
	Iteration 40F: 3 clusters Score -6792166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -6792168.000000 Penalty: 12645.054688
	Iteration 41Q: 3 clusters Score -6792168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -6792176.500000 Penalty: 12645.054688
	Iteration 42Q: 3 clusters Score -6792176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -6792167.500000 Penalty: 12645.054688
	Iteration 43Q: 3 clusters Score -6792168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -6792165.000000 Penalty: 12645.054688
	Iteration 44Q: 3 clusters Score -6792165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -6792171.000000 Penalty: 12645.054688
	Iteration 45Q: 3 clusters Score -6792171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -6792187.000000 Penalty: 12645.054688
	Iteration 46Q: 3 clusters Score -6792187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -6792182.500000 Penalty: 12645.054688
	Iteration 47Q: 3 clusters Score -6792182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -6792189.000000 Penalty: 12645.054688
	Iteration 48Q: 3 clusters Score -6792189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -6792187.000000 Penalty: 12645.054688
	Iteration 49Q: 3 clusters Score -6792187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -6792188.000000 Penalty: 12645.054688
	Iteration 50Q: 3 clusters Score -6792188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -6792195.500000 Penalty: 12645.054688
	Iteration 51Q: 3 clusters Score -6792196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -6792197.500000 Penalty: 12645.054688
	Iteration 52Q: 3 clusters Score -6792198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -6792200.500000 Penalty: 12645.054688
	Iteration 53Q: 3 clusters Score -6792200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -6792193.500000 Penalty: 12645.054688
	Iteration 54Q: 3 clusters Score -6792194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -6792193.500000 Penalty: 12645.054688
	Iteration 55F: 3 clusters Score -6792194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (169965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169965 members 
Entering Unmasked Estep 
Score: -38458376.000000 Penalty: 7376.550293
	Iteration 0F: 2 clusters Score -3.845838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84904 members 
Mstep: Class 2 contains 85061 members 
Entering Unmasked Estep 
Score: -38344620.000000 Penalty: 14753.100586
	Iteration 0F: 3 clusters Score -3.834462e+07 nChanged 79275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84233 members 
Mstep: Class 2 contains 85732 members 
Entering Unmasked Estep 
Score: -38388760.000000 Penalty: 14753.100586
	Iteration 1F: 3 clusters Score -3.838876e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83575 members 
Mstep: Class 2 contains 86390 members 
Entering Unmasked Estep 
Score: -38389860.000000 Penalty: 14753.100586
	Iteration 2Q: 3 clusters Score -3.838986e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 87347 members 
Entering Unmasked Estep 
Score: -38390968.000000 Penalty: 14753.100586
	Iteration 3Q: 3 clusters Score -3.839097e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81335 members 
Mstep: Class 2 contains 88630 members 
Entering Unmasked Estep 
Score: -38392008.000000 Penalty: 14753.100586
	Iteration 4Q: 3 clusters Score -3.839201e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79608 members 
Mstep: Class 2 contains 90357 members 
Entering Unmasked Estep 
Score: -38393148.000000 Penalty: 14753.100586
	Iteration 5Q: 3 clusters Score -3.839315e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77086 members 
Mstep: Class 2 contains 92879 members 
Entering Unmasked Estep 
Score: -38394316.000000 Penalty: 14753.100586
	Iteration 6Q: 3 clusters Score -3.839432e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 96533 members 
Entering Unmasked Estep 
Score: -38395772.000000 Penalty: 14753.100586
	Iteration 7Q: 3 clusters Score -3.839577e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 101786 members 
Entering Unmasked Estep 
Score: -38398420.000000 Penalty: 14753.100586
	Iteration 8Q: 3 clusters Score -3.839842e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 109207 members 
Entering Unmasked Estep 
Score: -38402276.000000 Penalty: 14753.100586
	Iteration 9Q: 3 clusters Score -3.840228e+07 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 119223 members 
Entering Unmasked Estep 
Score: -38408644.000000 Penalty: 14753.100586
	Iteration 10F: 3 clusters Score -3.840864e+07 nChanged 12571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 131648 members 
Entering Unmasked Estep 
Score: -38418352.000000 Penalty: 14753.100586
	Iteration 11F: 3 clusters Score -3.841835e+07 nChanged 13187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 144787 members 
Entering Unmasked Estep 
Score: -38429932.000000 Penalty: 14753.100586
	Iteration 12F: 3 clusters Score -3.842993e+07 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 155693 members 
Entering Unmasked Estep 
Score: -38440032.000000 Penalty: 14753.100586
	Iteration 13F: 3 clusters Score -3.844003e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 162723 members 
Entering Unmasked Estep 
Score: -38446132.000000 Penalty: 14753.100586
	Iteration 14Q: 3 clusters Score -3.844613e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 166334 members 
Entering Unmasked Estep 
Score: -38449304.000000 Penalty: 14753.100586
	Iteration 15Q: 3 clusters Score -3.84493e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 167862 members 
Entering Unmasked Estep 
Score: -38450464.000000 Penalty: 14753.100586
	Iteration 16Q: 3 clusters Score -3.845046e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 168497 members 
Entering Unmasked Estep 
Score: -38451072.000000 Penalty: 14753.100586
	Iteration 17Q: 3 clusters Score -3.845107e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 168806 members 
Entering Unmasked Estep 
Score: -38451360.000000 Penalty: 14753.100586
	Iteration 18Q: 3 clusters Score -3.845136e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 168975 members 
Entering Unmasked Estep 
Score: -38451576.000000 Penalty: 14753.100586
	Iteration 19Q: 3 clusters Score -3.845158e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 169065 members 
Entering Unmasked Estep 
Score: -38451644.000000 Penalty: 14753.100586
	Iteration 20F: 3 clusters Score -3.845164e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 169092 members 
Entering Unmasked Estep 
Score: -38451716.000000 Penalty: 14753.100586
	Iteration 21Q: 3 clusters Score -3.845172e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 169126 members 
Entering Unmasked Estep 
Score: -38451736.000000 Penalty: 14753.100586
	Iteration 22Q: 3 clusters Score -3.845174e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 169145 members 
Entering Unmasked Estep 
Score: -38451772.000000 Penalty: 14753.100586
	Iteration 23Q: 3 clusters Score -3.845177e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 169160 members 
Entering Unmasked Estep 
Score: -38451816.000000 Penalty: 14753.100586
	Iteration 24Q: 3 clusters Score -3.845182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 169163 members 
Entering Unmasked Estep 
Score: -38451792.000000 Penalty: 14753.100586
	Iteration 25Q: 3 clusters Score -3.845179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 169168 members 
Entering Unmasked Estep 
Score: -38451812.000000 Penalty: 14753.100586
	Iteration 26Q: 3 clusters Score -3.845181e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 169182 members 
Entering Unmasked Estep 
Score: -38451884.000000 Penalty: 14753.100586
	Iteration 27Q: 3 clusters Score -3.845188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 169195 members 
Entering Unmasked Estep 
Score: -38451900.000000 Penalty: 14753.100586
	Iteration 28Q: 3 clusters Score -3.84519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 169204 members 
Entering Unmasked Estep 
Score: -38451904.000000 Penalty: 14753.100586
	Iteration 29Q: 3 clusters Score -3.84519e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 169208 members 
Entering Unmasked Estep 
Score: -38451940.000000 Penalty: 14753.100586
	Iteration 30Q: 3 clusters Score -3.845194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 169213 members 
Entering Unmasked Estep 
Score: -38451916.000000 Penalty: 14753.100586
	Iteration 31Q: 3 clusters Score -3.845192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 169217 members 
Entering Unmasked Estep 
Score: -38451956.000000 Penalty: 14753.100586
	Iteration 32Q: 3 clusters Score -3.845196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 169225 members 
Entering Unmasked Estep 
Score: -38451952.000000 Penalty: 14753.100586
	Iteration 33Q: 3 clusters Score -3.845195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 169229 members 
Entering Unmasked Estep 
Score: -38451932.000000 Penalty: 14753.100586
	Iteration 34Q: 3 clusters Score -3.845193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 169234 members 
Entering Unmasked Estep 
Score: -38451968.000000 Penalty: 14753.100586
	Iteration 35Q: 3 clusters Score -3.845197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 169235 members 
Entering Unmasked Estep 
Score: -38451980.000000 Penalty: 14753.100586
	Iteration 36Q: 3 clusters Score -3.845198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 169237 members 
Entering Unmasked Estep 
Score: -38451984.000000 Penalty: 14753.100586
	Iteration 37Q: 3 clusters Score -3.845198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 169242 members 
Entering Unmasked Estep 
Score: -38451984.000000 Penalty: 14753.100586
	Iteration 38Q: 3 clusters Score -3.845198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 169245 members 
Entering Unmasked Estep 
Score: -38451988.000000 Penalty: 14753.100586
	Iteration 39Q: 3 clusters Score -3.845199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 169247 members 
Entering Unmasked Estep 
Score: -38452020.000000 Penalty: 14753.100586
	Iteration 40F: 3 clusters Score -3.845202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 169248 members 
Entering Unmasked Estep 
Score: -38452008.000000 Penalty: 14753.100586
	Iteration 41Q: 3 clusters Score -3.845201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 169250 members 
Entering Unmasked Estep 
Score: -38451996.000000 Penalty: 14753.100586
	Iteration 42Q: 3 clusters Score -3.8452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 169250 members 
Entering Unmasked Estep 
Score: -38452016.000000 Penalty: 14753.100586
	Iteration 43Q: 3 clusters Score -3.845202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 169251 members 
Entering Unmasked Estep 
Score: -38452000.000000 Penalty: 14753.100586
	Iteration 44Q: 3 clusters Score -3.8452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 169251 members 
Entering Unmasked Estep 
Score: -38452000.000000 Penalty: 14753.100586
	Iteration 45F: 3 clusters Score -3.8452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Entering Unmasked Estep 
Score: -1225700.500000 Penalty: 5285.428711
	Iteration 0F: 2 clusters Score -1225700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1218271.875000 Penalty: 10570.857422
	Iteration 0F: 3 clusters Score -1218272 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1219570.875000 Penalty: 10570.857422
	Iteration 1F: 3 clusters Score -1219571 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1219900.750000 Penalty: 10570.857422
	Iteration 2F: 3 clusters Score -1219901 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1220075.125000 Penalty: 10570.857422
	Iteration 3Q: 3 clusters Score -1220075 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1220171.125000 Penalty: 10570.857422
	Iteration 4Q: 3 clusters Score -1220171 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1220251.250000 Penalty: 10570.857422
	Iteration 5Q: 3 clusters Score -1220251 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1220324.500000 Penalty: 10570.857422
	Iteration 6Q: 3 clusters Score -1220324 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1220381.125000 Penalty: 10570.857422
	Iteration 7Q: 3 clusters Score -1220381 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1220446.125000 Penalty: 10570.857422
	Iteration 8Q: 3 clusters Score -1220446 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1220517.125000 Penalty: 10570.857422
	Iteration 9Q: 3 clusters Score -1220517 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1220589.125000 Penalty: 10570.857422
	Iteration 10Q: 3 clusters Score -1220589 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1220643.875000 Penalty: 10570.857422
	Iteration 11Q: 3 clusters Score -1220644 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1220689.625000 Penalty: 10570.857422
	Iteration 12Q: 3 clusters Score -1220690 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1220735.750000 Penalty: 10570.857422
	Iteration 13Q: 3 clusters Score -1220736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1220768.625000 Penalty: 10570.857422
	Iteration 14Q: 3 clusters Score -1220769 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1220803.875000 Penalty: 10570.857422
	Iteration 15Q: 3 clusters Score -1220804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1220835.625000 Penalty: 10570.857422
	Iteration 16Q: 3 clusters Score -1220836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1220876.375000 Penalty: 10570.857422
	Iteration 17Q: 3 clusters Score -1220876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1220910.250000 Penalty: 10570.857422
	Iteration 18Q: 3 clusters Score -1220910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1220946.250000 Penalty: 10570.857422
	Iteration 19Q: 3 clusters Score -1220946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1220987.875000 Penalty: 10570.857422
	Iteration 20F: 3 clusters Score -1220988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1221018.250000 Penalty: 10570.857422
	Iteration 21Q: 3 clusters Score -1221018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1221054.250000 Penalty: 10570.857422
	Iteration 22Q: 3 clusters Score -1221054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1221094.500000 Penalty: 10570.857422
	Iteration 23Q: 3 clusters Score -1221094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1221124.500000 Penalty: 10570.857422
	Iteration 24Q: 3 clusters Score -1221124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1221157.500000 Penalty: 10570.857422
	Iteration 25Q: 3 clusters Score -1221158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1221191.500000 Penalty: 10570.857422
	Iteration 26Q: 3 clusters Score -1221192 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1221235.500000 Penalty: 10570.857422
	Iteration 27Q: 3 clusters Score -1221236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1221268.875000 Penalty: 10570.857422
	Iteration 28Q: 3 clusters Score -1221269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1221292.500000 Penalty: 10570.857422
	Iteration 29Q: 3 clusters Score -1221292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1221331.250000 Penalty: 10570.857422
	Iteration 30Q: 3 clusters Score -1221331 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1221363.125000 Penalty: 10570.857422
	Iteration 31Q: 3 clusters Score -1221363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1221389.000000 Penalty: 10570.857422
	Iteration 32Q: 3 clusters Score -1221389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1221411.250000 Penalty: 10570.857422
	Iteration 33Q: 3 clusters Score -1221411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1221431.375000 Penalty: 10570.857422
	Iteration 34Q: 3 clusters Score -1221431 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1221451.750000 Penalty: 10570.857422
	Iteration 35Q: 3 clusters Score -1221452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1221474.625000 Penalty: 10570.857422
	Iteration 36Q: 3 clusters Score -1221475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1221492.250000 Penalty: 10570.857422
	Iteration 37Q: 3 clusters Score -1221492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1221508.875000 Penalty: 10570.857422
	Iteration 38Q: 3 clusters Score -1221509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1221519.375000 Penalty: 10570.857422
	Iteration 39Q: 3 clusters Score -1221519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1221535.000000 Penalty: 10570.857422
	Iteration 40F: 3 clusters Score -1221535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1221547.375000 Penalty: 10570.857422
	Iteration 41Q: 3 clusters Score -1221547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1221559.875000 Penalty: 10570.857422
	Iteration 42Q: 3 clusters Score -1221560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1221569.000000 Penalty: 10570.857422
	Iteration 43Q: 3 clusters Score -1221569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1221577.250000 Penalty: 10570.857422
	Iteration 44Q: 3 clusters Score -1221577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1221587.000000 Penalty: 10570.857422
	Iteration 45Q: 3 clusters Score -1221587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1221594.750000 Penalty: 10570.857422
	Iteration 46Q: 3 clusters Score -1221595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1221600.750000 Penalty: 10570.857422
	Iteration 47Q: 3 clusters Score -1221601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1221601.250000 Penalty: 10570.857422
	Iteration 48Q: 3 clusters Score -1221601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1221601.250000 Penalty: 10570.857422
	Iteration 49F: 3 clusters Score -1221601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -233091.421875 Penalty: 4308.562500
	Iteration 0F: 2 clusters Score -233091.4 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 558 members 
Entering Unmasked Estep 
Score: -228879.109375 Penalty: 8617.125000
	Iteration 0F: 3 clusters Score -228879.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -229373.046875 Penalty: 8617.125000
	Iteration 1F: 3 clusters Score -229373 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -229611.062500 Penalty: 8617.125000
	Iteration 2F: 3 clusters Score -229611.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -229763.703125 Penalty: 8617.125000
	Iteration 3Q: 3 clusters Score -229763.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -229903.515625 Penalty: 8617.125000
	Iteration 4Q: 3 clusters Score -229903.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -230090.687500 Penalty: 8617.125000
	Iteration 5Q: 3 clusters Score -230090.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -230297.296875 Penalty: 8617.125000
	Iteration 6Q: 3 clusters Score -230297.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -230588.984375 Penalty: 8617.125000
	Iteration 7Q: 3 clusters Score -230589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -230853.500000 Penalty: 8617.125000
	Iteration 8Q: 3 clusters Score -230853.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -231150.546875 Penalty: 8617.125000
	Iteration 9Q: 3 clusters Score -231150.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -231583.921875 Penalty: 8617.125000
	Iteration 10Q: 3 clusters Score -231583.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -231868.359375 Penalty: 8617.125000
	Iteration 11Q: 3 clusters Score -231868.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -231914.640625 Penalty: 8617.125000
	Iteration 12Q: 3 clusters Score -231914.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -231927.796875 Penalty: 8617.125000
	Iteration 13Q: 3 clusters Score -231927.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -231931.265625 Penalty: 8617.125000
	Iteration 14Q: 3 clusters Score -231931.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -231933.265625 Penalty: 8617.125000
	Iteration 15Q: 3 clusters Score -231933.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -231947.625000 Penalty: 8617.125000
	Iteration 16F: 3 clusters Score -231947.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -232059.109375 Penalty: 8617.125000
	Iteration 17Q: 3 clusters Score -232059.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -232068.859375 Penalty: 8617.125000
	Iteration 18Q: 3 clusters Score -232068.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -232071.375000 Penalty: 8617.125000
	Iteration 19Q: 3 clusters Score -232071.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -232071.375000 Penalty: 8617.125000
	Iteration 20F: 3 clusters Score -232071.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Entering Unmasked Estep 
Score: -8368108.500000 Penalty: 6440.431641
	Iteration 0F: 2 clusters Score -8368108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -8340743.000000 Penalty: 12880.863281
	Iteration 0F: 3 clusters Score -8340743 nChanged 16014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -8349352.000000 Penalty: 12880.863281
	Iteration 1F: 3 clusters Score -8349352 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -8350373.000000 Penalty: 12880.863281
	Iteration 2F: 3 clusters Score -8350373 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -8351344.000000 Penalty: 12880.863281
	Iteration 3F: 3 clusters Score -8351344 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -8352300.500000 Penalty: 12880.863281
	Iteration 4F: 3 clusters Score -8352300 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -8353272.500000 Penalty: 12880.863281
	Iteration 5Q: 3 clusters Score -8353272 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -8354283.000000 Penalty: 12880.863281
	Iteration 6F: 3 clusters Score -8354283 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -8355431.000000 Penalty: 12880.863281
	Iteration 7F: 3 clusters Score -8355431 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -8356620.000000 Penalty: 12880.863281
	Iteration 8F: 3 clusters Score -8356620 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -8357822.500000 Penalty: 12880.863281
	Iteration 9Q: 3 clusters Score -8357822 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -8358997.500000 Penalty: 12880.863281
	Iteration 10Q: 3 clusters Score -8358998 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -8360078.000000 Penalty: 12880.863281
	Iteration 11Q: 3 clusters Score -8360078 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -8361081.500000 Penalty: 12880.863281
	Iteration 12Q: 3 clusters Score -8361082 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -8361922.000000 Penalty: 12880.863281
	Iteration 13Q: 3 clusters Score -8361922 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -8362663.000000 Penalty: 12880.863281
	Iteration 14Q: 3 clusters Score -8362663 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -8363147.000000 Penalty: 12880.863281
	Iteration 15Q: 3 clusters Score -8363147 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -8363461.500000 Penalty: 12880.863281
	Iteration 16Q: 3 clusters Score -8363462 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -8363670.000000 Penalty: 12880.863281
	Iteration 17Q: 3 clusters Score -8363670 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -8363862.000000 Penalty: 12880.863281
	Iteration 18Q: 3 clusters Score -8363862 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -8363956.500000 Penalty: 12880.863281
	Iteration 19Q: 3 clusters Score -8363956 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -8364058.500000 Penalty: 12880.863281
	Iteration 20F: 3 clusters Score -8364058 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -8364089.000000 Penalty: 12880.863281
	Iteration 21Q: 3 clusters Score -8364089 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -8364112.000000 Penalty: 12880.863281
	Iteration 22Q: 3 clusters Score -8364112 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -8364153.000000 Penalty: 12880.863281
	Iteration 23Q: 3 clusters Score -8364153 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -8364158.500000 Penalty: 12880.863281
	Iteration 24Q: 3 clusters Score -8364158 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -8364173.000000 Penalty: 12880.863281
	Iteration 25Q: 3 clusters Score -8364173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -8364183.000000 Penalty: 12880.863281
	Iteration 26Q: 3 clusters Score -8364183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -8364185.000000 Penalty: 12880.863281
	Iteration 27Q: 3 clusters Score -8364185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -8364190.000000 Penalty: 12880.863281
	Iteration 28Q: 3 clusters Score -8364190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -8364203.500000 Penalty: 12880.863281
	Iteration 29Q: 3 clusters Score -8364204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -8364203.500000 Penalty: 12880.863281
	Iteration 30Q: 3 clusters Score -8364204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -8364208.000000 Penalty: 12880.863281
	Iteration 31Q: 3 clusters Score -8364208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -8364211.500000 Penalty: 12880.863281
	Iteration 32Q: 3 clusters Score -8364212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -8364222.500000 Penalty: 12880.863281
	Iteration 33Q: 3 clusters Score -8364222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -8364223.000000 Penalty: 12880.863281
	Iteration 34Q: 3 clusters Score -8364223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -8364236.000000 Penalty: 12880.863281
	Iteration 35Q: 3 clusters Score -8364236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -8364246.000000 Penalty: 12880.863281
	Iteration 36Q: 3 clusters Score -8364246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -8364248.500000 Penalty: 12880.863281
	Iteration 37Q: 3 clusters Score -8364248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -8364256.000000 Penalty: 12880.863281
	Iteration 38Q: 3 clusters Score -8364256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -8364245.500000 Penalty: 12880.863281
	Iteration 39Q: 3 clusters Score -8364246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -8364259.000000 Penalty: 12880.863281
	Iteration 40F: 3 clusters Score -8364259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -8364248.000000 Penalty: 12880.863281
	Iteration 41Q: 3 clusters Score -8364248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -8364257.000000 Penalty: 12880.863281
	Iteration 42Q: 3 clusters Score -8364257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -8364251.500000 Penalty: 12880.863281
	Iteration 43Q: 3 clusters Score -8364252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -8364266.000000 Penalty: 12880.863281
	Iteration 44Q: 3 clusters Score -8364266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -8364250.500000 Penalty: 12880.863281
	Iteration 45Q: 3 clusters Score -8364250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -8364261.000000 Penalty: 12880.863281
	Iteration 46Q: 3 clusters Score -8364261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -8364267.000000 Penalty: 12880.863281
	Iteration 47Q: 3 clusters Score -8364267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -8364268.000000 Penalty: 12880.863281
	Iteration 48Q: 3 clusters Score -8364268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -8364274.500000 Penalty: 12880.863281
	Iteration 49Q: 3 clusters Score -8364274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -8364272.500000 Penalty: 12880.863281
	Iteration 50Q: 3 clusters Score -8364272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -8364269.500000 Penalty: 12880.863281
	Iteration 51Q: 3 clusters Score -8364270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -8364270.000000 Penalty: 12880.863281
	Iteration 52Q: 3 clusters Score -8364270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -8364278.000000 Penalty: 12880.863281
	Iteration 53Q: 3 clusters Score -8364278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -8364270.500000 Penalty: 12880.863281
	Iteration 54Q: 3 clusters Score -8364270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -8364278.500000 Penalty: 12880.863281
	Iteration 55Q: 3 clusters Score -8364278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -8364288.500000 Penalty: 12880.863281
	Iteration 56Q: 3 clusters Score -8364288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -8364287.000000 Penalty: 12880.863281
	Iteration 57Q: 3 clusters Score -8364287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -8364293.500000 Penalty: 12880.863281
	Iteration 58Q: 3 clusters Score -8364294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -8364292.500000 Penalty: 12880.863281
	Iteration 59Q: 3 clusters Score -8364292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -8364288.000000 Penalty: 12880.863281
	Iteration 60F: 3 clusters Score -8364288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -8364297.000000 Penalty: 12880.863281
	Iteration 61Q: 3 clusters Score -8364297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -8364283.000000 Penalty: 12880.863281
	Iteration 62Q: 3 clusters Score -8364283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -8364289.000000 Penalty: 12880.863281
	Iteration 63Q: 3 clusters Score -8364289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -8364277.500000 Penalty: 12880.863281
	Iteration 64Q: 3 clusters Score -8364278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -8364276.500000 Penalty: 12880.863281
	Iteration 65Q: 3 clusters Score -8364276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -8364286.000000 Penalty: 12880.863281
	Iteration 66Q: 3 clusters Score -8364286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -8364286.500000 Penalty: 12880.863281
	Iteration 67Q: 3 clusters Score -8364286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -8364285.500000 Penalty: 12880.863281
	Iteration 68Q: 3 clusters Score -8364286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -8364291.000000 Penalty: 12880.863281
	Iteration 69Q: 3 clusters Score -8364291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -8364288.000000 Penalty: 12880.863281
	Iteration 70Q: 3 clusters Score -8364288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -8364286.500000 Penalty: 12880.863281
	Iteration 71Q: 3 clusters Score -8364286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -8364286.500000 Penalty: 12880.863281
	Iteration 72F: 3 clusters Score -8364286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -138354.578125 Penalty: 3982.958740
	Iteration 0F: 2 clusters Score -138354.6 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 331 members 
Entering Unmasked Estep 
Score: -134753.906250 Penalty: 7965.917480
	Iteration 0F: 3 clusters Score -134753.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -135141.750000 Penalty: 7965.917480
	Iteration 1F: 3 clusters Score -135141.8 nChanged 16
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: -135296.437500 Penalty: 7965.917480
	Iteration 2Q: 3 clusters Score -135296.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -135335.875000 Penalty: 7965.917480
	Iteration 3Q: 3 clusters Score -135335.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -135356.406250 Penalty: 7965.917480
	Iteration 4Q: 3 clusters Score -135356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -135360.328125 Penalty: 7965.917480
	Iteration 5Q: 3 clusters Score -135360.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -135364.265625 Penalty: 7965.917480
	Iteration 6Q: 3 clusters Score -135364.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -135364.265625 Penalty: 7965.917480
	Iteration 7F: 3 clusters Score -135364.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (52658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Entering Unmasked Estep 
Score: -12021144.000000 Penalty: 6658.838867
	Iteration 0F: 2 clusters Score -1.202114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -11983869.000000 Penalty: 13317.677734
	Iteration 0F: 3 clusters Score -1.198387e+07 nChanged 23044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -11996156.000000 Penalty: 13317.677734
	Iteration 1F: 3 clusters Score -1.199616e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -11997068.000000 Penalty: 13317.677734
	Iteration 2F: 3 clusters Score -1.199707e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -11997851.000000 Penalty: 13317.677734
	Iteration 3Q: 3 clusters Score -1.199785e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -11998454.000000 Penalty: 13317.677734
	Iteration 4Q: 3 clusters Score -1.199845e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -11999139.000000 Penalty: 13317.677734
	Iteration 5Q: 3 clusters Score -1.199914e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -12000102.000000 Penalty: 13317.677734
	Iteration 6Q: 3 clusters Score -1.20001e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -12001382.000000 Penalty: 13317.677734
	Iteration 7Q: 3 clusters Score -1.200138e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -12003185.000000 Penalty: 13317.677734
	Iteration 8F: 3 clusters Score -1.200318e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -12005382.000000 Penalty: 13317.677734
	Iteration 9F: 3 clusters Score -1.200538e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -12007588.000000 Penalty: 13317.677734
	Iteration 10F: 3 clusters Score -1.200759e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -12009346.000000 Penalty: 13317.677734
	Iteration 11F: 3 clusters Score -1.200935e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -12010633.000000 Penalty: 13317.677734
	Iteration 12Q: 3 clusters Score -1.201063e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -12011471.000000 Penalty: 13317.677734
	Iteration 13Q: 3 clusters Score -1.201147e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -12012027.000000 Penalty: 13317.677734
	Iteration 14Q: 3 clusters Score -1.201203e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -12012496.000000 Penalty: 13317.677734
	Iteration 15Q: 3 clusters Score -1.20125e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -12012813.000000 Penalty: 13317.677734
	Iteration 16Q: 3 clusters Score -1.201281e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -12013059.000000 Penalty: 13317.677734
	Iteration 17Q: 3 clusters Score -1.201306e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -12013291.000000 Penalty: 13317.677734
	Iteration 18Q: 3 clusters Score -1.201329e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -12013520.000000 Penalty: 13317.677734
	Iteration 19Q: 3 clusters Score -1.201352e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -12013710.000000 Penalty: 13317.677734
	Iteration 20F: 3 clusters Score -1.201371e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -12013881.000000 Penalty: 13317.677734
	Iteration 21Q: 3 clusters Score -1.201388e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -12014044.000000 Penalty: 13317.677734
	Iteration 22Q: 3 clusters Score -1.201404e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -12014166.000000 Penalty: 13317.677734
	Iteration 23Q: 3 clusters Score -1.201417e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -12014269.000000 Penalty: 13317.677734
	Iteration 24Q: 3 clusters Score -1.201427e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -12014381.000000 Penalty: 13317.677734
	Iteration 25Q: 3 clusters Score -1.201438e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -12014506.000000 Penalty: 13317.677734
	Iteration 26Q: 3 clusters Score -1.201451e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -12014606.000000 Penalty: 13317.677734
	Iteration 27Q: 3 clusters Score -1.201461e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -12014713.000000 Penalty: 13317.677734
	Iteration 28Q: 3 clusters Score -1.201471e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -12014819.000000 Penalty: 13317.677734
	Iteration 29Q: 3 clusters Score -1.201482e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -12014907.000000 Penalty: 13317.677734
	Iteration 30Q: 3 clusters Score -1.201491e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -12014966.000000 Penalty: 13317.677734
	Iteration 31Q: 3 clusters Score -1.201497e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -12015034.000000 Penalty: 13317.677734
	Iteration 32Q: 3 clusters Score -1.201503e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -12015053.000000 Penalty: 13317.677734
	Iteration 33Q: 3 clusters Score -1.201505e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -12015117.000000 Penalty: 13317.677734
	Iteration 34Q: 3 clusters Score -1.201512e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -12015146.000000 Penalty: 13317.677734
	Iteration 35Q: 3 clusters Score -1.201515e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -12015193.000000 Penalty: 13317.677734
	Iteration 36Q: 3 clusters Score -1.201519e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -12015213.000000 Penalty: 13317.677734
	Iteration 37Q: 3 clusters Score -1.201521e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -12015231.000000 Penalty: 13317.677734
	Iteration 38Q: 3 clusters Score -1.201523e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -12015226.000000 Penalty: 13317.677734
	Iteration 39Q: 3 clusters Score -1.201523e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -12015263.000000 Penalty: 13317.677734
	Iteration 40F: 3 clusters Score -1.201526e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -12015261.000000 Penalty: 13317.677734
	Iteration 41Q: 3 clusters Score -1.201526e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -12015266.000000 Penalty: 13317.677734
	Iteration 42Q: 3 clusters Score -1.201527e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -12015282.000000 Penalty: 13317.677734
	Iteration 43Q: 3 clusters Score -1.201528e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -12015284.000000 Penalty: 13317.677734
	Iteration 44Q: 3 clusters Score -1.201528e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -12015312.000000 Penalty: 13317.677734
	Iteration 45Q: 3 clusters Score -1.201531e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -12015307.000000 Penalty: 13317.677734
	Iteration 46Q: 3 clusters Score -1.201531e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -12015325.000000 Penalty: 13317.677734
	Iteration 47Q: 3 clusters Score -1.201532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -12015319.000000 Penalty: 13317.677734
	Iteration 48Q: 3 clusters Score -1.201532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -12015337.000000 Penalty: 13317.677734
	Iteration 49Q: 3 clusters Score -1.201534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -12015338.000000 Penalty: 13317.677734
	Iteration 50Q: 3 clusters Score -1.201534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -12015345.000000 Penalty: 13317.677734
	Iteration 51Q: 3 clusters Score -1.201534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -12015346.000000 Penalty: 13317.677734
	Iteration 52Q: 3 clusters Score -1.201535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -12015376.000000 Penalty: 13317.677734
	Iteration 53Q: 3 clusters Score -1.201538e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -12015379.000000 Penalty: 13317.677734
	Iteration 54Q: 3 clusters Score -1.201538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -12015374.000000 Penalty: 13317.677734
	Iteration 55Q: 3 clusters Score -1.201537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -12015388.000000 Penalty: 13317.677734
	Iteration 56Q: 3 clusters Score -1.201539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -12015415.000000 Penalty: 13317.677734
	Iteration 57Q: 3 clusters Score -1.201542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -12015398.000000 Penalty: 13317.677734
	Iteration 58Q: 3 clusters Score -1.20154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -12015397.000000 Penalty: 13317.677734
	Iteration 59Q: 3 clusters Score -1.20154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -12015400.000000 Penalty: 13317.677734
	Iteration 60F: 3 clusters Score -1.20154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -12015393.000000 Penalty: 13317.677734
	Iteration 61Q: 3 clusters Score -1.201539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -12015390.000000 Penalty: 13317.677734
	Iteration 62Q: 3 clusters Score -1.201539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -12015403.000000 Penalty: 13317.677734
	Iteration 63Q: 3 clusters Score -1.20154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -12015410.000000 Penalty: 13317.677734
	Iteration 64Q: 3 clusters Score -1.201541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -12015424.000000 Penalty: 13317.677734
	Iteration 65Q: 3 clusters Score -1.201542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -12015432.000000 Penalty: 13317.677734
	Iteration 66Q: 3 clusters Score -1.201543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -12015431.000000 Penalty: 13317.677734
	Iteration 67Q: 3 clusters Score -1.201543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -12015432.000000 Penalty: 13317.677734
	Iteration 68Q: 3 clusters Score -1.201543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -12015451.000000 Penalty: 13317.677734
	Iteration 69Q: 3 clusters Score -1.201545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -12015434.000000 Penalty: 13317.677734
	Iteration 70Q: 3 clusters Score -1.201543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -12015433.000000 Penalty: 13317.677734
	Iteration 71Q: 3 clusters Score -1.201543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -12015431.000000 Penalty: 13317.677734
	Iteration 72Q: 3 clusters Score -1.201543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -12015431.000000 Penalty: 13317.677734
	Iteration 73Q: 3 clusters Score -1.201543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -12015438.000000 Penalty: 13317.677734
	Iteration 74Q: 3 clusters Score -1.201544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -12015436.000000 Penalty: 13317.677734
	Iteration 75Q: 3 clusters Score -1.201544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -12015429.000000 Penalty: 13317.677734
	Iteration 76Q: 3 clusters Score -1.201543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -12015429.000000 Penalty: 13317.677734
	Iteration 77F: 3 clusters Score -1.201543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -176942.734375 Penalty: 4144.292480
	Iteration 0F: 2 clusters Score -176942.7 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 437 members 
Entering Unmasked Estep 
Score: -172969.328125 Penalty: 8288.584961
	Iteration 0F: 3 clusters Score -172969.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -173319.296875 Penalty: 8288.584961
	Iteration 1F: 3 clusters Score -173319.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -173461.781250 Penalty: 8288.584961
	Iteration 2Q: 3 clusters Score -173461.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -173519.375000 Penalty: 8288.584961
	Iteration 3Q: 3 clusters Score -173519.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -173602.265625 Penalty: 8288.584961
	Iteration 4Q: 3 clusters Score -173602.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -173649.859375 Penalty: 8288.584961
	Iteration 5Q: 3 clusters Score -173649.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -173675.671875 Penalty: 8288.584961
	Iteration 6Q: 3 clusters Score -173675.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -173679.468750 Penalty: 8288.584961
	Iteration 7Q: 3 clusters Score -173679.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -173689.750000 Penalty: 8288.584961
	Iteration 8Q: 3 clusters Score -173689.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -173701.515625 Penalty: 8288.584961
	Iteration 9Q: 3 clusters Score -173701.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -173708.609375 Penalty: 8288.584961
	Iteration 10Q: 3 clusters Score -173708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -173710.812500 Penalty: 8288.584961
	Iteration 11Q: 3 clusters Score -173710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -173713.109375 Penalty: 8288.584961
	Iteration 12Q: 3 clusters Score -173713.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -173717.718750 Penalty: 8288.584961
	Iteration 13Q: 3 clusters Score -173717.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -173720.859375 Penalty: 8288.584961
	Iteration 14Q: 3 clusters Score -173720.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -173723.046875 Penalty: 8288.584961
	Iteration 15Q: 3 clusters Score -173723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -173723.046875 Penalty: 8288.584961
	Iteration 16F: 3 clusters Score -173723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Entering Unmasked Estep 
Score: -5090873.500000 Penalty: 6139.116211
	Iteration 0F: 2 clusters Score -5090874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -5072688.000000 Penalty: 12278.232422
	Iteration 0F: 3 clusters Score -5072688 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -5077700.000000 Penalty: 12278.232422
	Iteration 1F: 3 clusters Score -5077700 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -5078468.000000 Penalty: 12278.232422
	Iteration 2F: 3 clusters Score -5078468 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -5079110.500000 Penalty: 12278.232422
	Iteration 3F: 3 clusters Score -5079110 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -5079731.000000 Penalty: 12278.232422
	Iteration 4Q: 3 clusters Score -5079731 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -5080361.500000 Penalty: 12278.232422
	Iteration 5Q: 3 clusters Score -5080362 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -5081116.000000 Penalty: 12278.232422
	Iteration 6Q: 3 clusters Score -5081116 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -5081861.500000 Penalty: 12278.232422
	Iteration 7F: 3 clusters Score -5081862 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -5082756.500000 Penalty: 12278.232422
	Iteration 8F: 3 clusters Score -5082756 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -5083617.000000 Penalty: 12278.232422
	Iteration 9F: 3 clusters Score -5083617 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -5084387.000000 Penalty: 12278.232422
	Iteration 10Q: 3 clusters Score -5084387 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -5084957.000000 Penalty: 12278.232422
	Iteration 11Q: 3 clusters Score -5084957 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -5085379.000000 Penalty: 12278.232422
	Iteration 12Q: 3 clusters Score -5085379 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -5085728.500000 Penalty: 12278.232422
	Iteration 13Q: 3 clusters Score -5085728 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -5086016.500000 Penalty: 12278.232422
	Iteration 14Q: 3 clusters Score -5086016 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -5086223.000000 Penalty: 12278.232422
	Iteration 15Q: 3 clusters Score -5086223 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -5086412.500000 Penalty: 12278.232422
	Iteration 16Q: 3 clusters Score -5086412 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -5086546.500000 Penalty: 12278.232422
	Iteration 17Q: 3 clusters Score -5086546 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -5086653.500000 Penalty: 12278.232422
	Iteration 18Q: 3 clusters Score -5086654 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -5086782.500000 Penalty: 12278.232422
	Iteration 19Q: 3 clusters Score -5086782 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -5086915.500000 Penalty: 12278.232422
	Iteration 20F: 3 clusters Score -5086916 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -5087012.500000 Penalty: 12278.232422
	Iteration 21Q: 3 clusters Score -5087012 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -5087100.500000 Penalty: 12278.232422
	Iteration 22Q: 3 clusters Score -5087100 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -5087172.500000 Penalty: 12278.232422
	Iteration 23Q: 3 clusters Score -5087172 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -5087234.500000 Penalty: 12278.232422
	Iteration 24Q: 3 clusters Score -5087234 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -5087287.500000 Penalty: 12278.232422
	Iteration 25Q: 3 clusters Score -5087288 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -5087349.500000 Penalty: 12278.232422
	Iteration 26Q: 3 clusters Score -5087350 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -5087376.500000 Penalty: 12278.232422
	Iteration 27Q: 3 clusters Score -5087376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -5087392.000000 Penalty: 12278.232422
	Iteration 28Q: 3 clusters Score -5087392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -5087407.000000 Penalty: 12278.232422
	Iteration 29Q: 3 clusters Score -5087407 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -5087429.500000 Penalty: 12278.232422
	Iteration 30Q: 3 clusters Score -5087430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -5087442.500000 Penalty: 12278.232422
	Iteration 31Q: 3 clusters Score -5087442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -5087462.000000 Penalty: 12278.232422
	Iteration 32Q: 3 clusters Score -5087462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -5087478.000000 Penalty: 12278.232422
	Iteration 33Q: 3 clusters Score -5087478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -5087484.000000 Penalty: 12278.232422
	Iteration 34Q: 3 clusters Score -5087484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -5087478.000000 Penalty: 12278.232422
	Iteration 35Q: 3 clusters Score -5087478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -5087490.000000 Penalty: 12278.232422
	Iteration 36Q: 3 clusters Score -5087490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -5087489.000000 Penalty: 12278.232422
	Iteration 37Q: 3 clusters Score -5087489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -5087496.000000 Penalty: 12278.232422
	Iteration 38Q: 3 clusters Score -5087496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -5087498.500000 Penalty: 12278.232422
	Iteration 39Q: 3 clusters Score -5087498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -5087496.000000 Penalty: 12278.232422
	Iteration 40F: 3 clusters Score -5087496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5087500.500000 Penalty: 12278.232422
	Iteration 41Q: 3 clusters Score -5087500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -5087506.500000 Penalty: 12278.232422
	Iteration 42Q: 3 clusters Score -5087506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -5087506.500000 Penalty: 12278.232422
	Iteration 43Q: 3 clusters Score -5087506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -5087512.500000 Penalty: 12278.232422
	Iteration 44Q: 3 clusters Score -5087512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -5087518.000000 Penalty: 12278.232422
	Iteration 45Q: 3 clusters Score -5087518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -5087511.500000 Penalty: 12278.232422
	Iteration 46Q: 3 clusters Score -5087512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -5087512.000000 Penalty: 12278.232422
	Iteration 47Q: 3 clusters Score -5087512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -5087521.000000 Penalty: 12278.232422
	Iteration 48Q: 3 clusters Score -5087521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -5087522.000000 Penalty: 12278.232422
	Iteration 49Q: 3 clusters Score -5087522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -5087522.000000 Penalty: 12278.232422
	Iteration 50F: 3 clusters Score -5087522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (126234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126234 members 
Entering Unmasked Estep 
Score: -28949938.000000 Penalty: 7194.359375
	Iteration 0F: 2 clusters Score -2.894994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -28865066.000000 Penalty: 14388.718750
	Iteration 0F: 3 clusters Score -2.886507e+07 nChanged 58578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65922 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -28897874.000000 Penalty: 14388.718750
	Iteration 1F: 3 clusters Score -2.889787e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67748 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -28899824.000000 Penalty: 14388.718750
	Iteration 2Q: 3 clusters Score -2.889982e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -28902576.000000 Penalty: 14388.718750
	Iteration 3Q: 3 clusters Score -2.890258e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -28906474.000000 Penalty: 14388.718750
	Iteration 4F: 3 clusters Score -2.890647e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -28912382.000000 Penalty: 14388.718750
	Iteration 5F: 3 clusters Score -2.891238e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85908 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -28919742.000000 Penalty: 14388.718750
	Iteration 6F: 3 clusters Score -2.891974e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92815 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -28926992.000000 Penalty: 14388.718750
	Iteration 7F: 3 clusters Score -2.892699e+07 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99190 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -28933206.000000 Penalty: 14388.718750
	Iteration 8F: 3 clusters Score -2.893321e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104530 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -28937462.000000 Penalty: 14388.718750
	Iteration 9Q: 3 clusters Score -2.893746e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108532 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -28940542.000000 Penalty: 14388.718750
	Iteration 10Q: 3 clusters Score -2.894054e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111574 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -28942662.000000 Penalty: 14388.718750
	Iteration 11Q: 3 clusters Score -2.894266e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113873 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -28944006.000000 Penalty: 14388.718750
	Iteration 12Q: 3 clusters Score -2.894401e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115628 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -28945030.000000 Penalty: 14388.718750
	Iteration 13Q: 3 clusters Score -2.894503e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116903 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -28945728.000000 Penalty: 14388.718750
	Iteration 14Q: 3 clusters Score -2.894573e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117904 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -28946158.000000 Penalty: 14388.718750
	Iteration 15Q: 3 clusters Score -2.894616e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118684 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -28946440.000000 Penalty: 14388.718750
	Iteration 16Q: 3 clusters Score -2.894644e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119322 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -28946742.000000 Penalty: 14388.718750
	Iteration 17Q: 3 clusters Score -2.894674e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119874 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -28946932.000000 Penalty: 14388.718750
	Iteration 18Q: 3 clusters Score -2.894693e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120356 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -28947208.000000 Penalty: 14388.718750
	Iteration 19Q: 3 clusters Score -2.894721e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120769 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -28947298.000000 Penalty: 14388.718750
	Iteration 20F: 3 clusters Score -2.89473e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121102 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -28947480.000000 Penalty: 14388.718750
	Iteration 21Q: 3 clusters Score -2.894748e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121405 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -28947602.000000 Penalty: 14388.718750
	Iteration 22Q: 3 clusters Score -2.89476e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121670 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -28947766.000000 Penalty: 14388.718750
	Iteration 23Q: 3 clusters Score -2.894777e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121899 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -28947904.000000 Penalty: 14388.718750
	Iteration 24Q: 3 clusters Score -2.89479e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122120 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -28948062.000000 Penalty: 14388.718750
	Iteration 25Q: 3 clusters Score -2.894806e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122293 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -28948272.000000 Penalty: 14388.718750
	Iteration 26Q: 3 clusters Score -2.894827e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122448 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -28948462.000000 Penalty: 14388.718750
	Iteration 27Q: 3 clusters Score -2.894846e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122568 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -28948646.000000 Penalty: 14388.718750
	Iteration 28Q: 3 clusters Score -2.894865e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122622 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -28948774.000000 Penalty: 14388.718750
	Iteration 29Q: 3 clusters Score -2.894877e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122613 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -28948872.000000 Penalty: 14388.718750
	Iteration 30Q: 3 clusters Score -2.894887e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122600 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -28948894.000000 Penalty: 14388.718750
	Iteration 31Q: 3 clusters Score -2.894889e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122583 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -28948994.000000 Penalty: 14388.718750
	Iteration 32Q: 3 clusters Score -2.894899e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122550 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -28949062.000000 Penalty: 14388.718750
	Iteration 33Q: 3 clusters Score -2.894906e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122533 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -28949124.000000 Penalty: 14388.718750
	Iteration 34Q: 3 clusters Score -2.894912e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122513 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -28949132.000000 Penalty: 14388.718750
	Iteration 35Q: 3 clusters Score -2.894913e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122513 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -28949130.000000 Penalty: 14388.718750
	Iteration 36Q: 3 clusters Score -2.894913e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122522 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -28949146.000000 Penalty: 14388.718750
	Iteration 37Q: 3 clusters Score -2.894915e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122519 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -28949142.000000 Penalty: 14388.718750
	Iteration 38Q: 3 clusters Score -2.894914e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122511 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -28949142.000000 Penalty: 14388.718750
	Iteration 39Q: 3 clusters Score -2.894914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122508 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -28949124.000000 Penalty: 14388.718750
	Iteration 40F: 3 clusters Score -2.894912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122506 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -28949136.000000 Penalty: 14388.718750
	Iteration 41Q: 3 clusters Score -2.894914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122506 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -28949150.000000 Penalty: 14388.718750
	Iteration 42Q: 3 clusters Score -2.894915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122510 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -28949134.000000 Penalty: 14388.718750
	Iteration 43Q: 3 clusters Score -2.894913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122510 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -28949122.000000 Penalty: 14388.718750
	Iteration 44Q: 3 clusters Score -2.894912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122508 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -28949132.000000 Penalty: 14388.718750
	Iteration 45Q: 3 clusters Score -2.894913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122507 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -28949132.000000 Penalty: 14388.718750
	Iteration 46Q: 3 clusters Score -2.894913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122507 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -28949140.000000 Penalty: 14388.718750
	Iteration 47Q: 3 clusters Score -2.894914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122505 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -28949126.000000 Penalty: 14388.718750
	Iteration 48Q: 3 clusters Score -2.894913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122505 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -28949140.000000 Penalty: 14388.718750
	Iteration 49Q: 3 clusters Score -2.894914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122504 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -28949132.000000 Penalty: 14388.718750
	Iteration 50Q: 3 clusters Score -2.894913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122504 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -28949132.000000 Penalty: 14388.718750
	Iteration 51F: 3 clusters Score -2.894913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Entering Unmasked Estep 
Score: -1779882.750000 Penalty: 5494.233887
	Iteration 0F: 2 clusters Score -1779883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1770914.500000 Penalty: 10988.467773
	Iteration 0F: 3 clusters Score -1770914 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1772730.000000 Penalty: 10988.467773
	Iteration 1F: 3 clusters Score -1772730 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1773115.875000 Penalty: 10988.467773
	Iteration 2F: 3 clusters Score -1773116 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1773282.625000 Penalty: 10988.467773
	Iteration 3Q: 3 clusters Score -1773283 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1773380.625000 Penalty: 10988.467773
	Iteration 4Q: 3 clusters Score -1773381 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1773452.875000 Penalty: 10988.467773
	Iteration 5Q: 3 clusters Score -1773453 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1773502.250000 Penalty: 10988.467773
	Iteration 6Q: 3 clusters Score -1773502 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1773537.625000 Penalty: 10988.467773
	Iteration 7Q: 3 clusters Score -1773538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1773572.375000 Penalty: 10988.467773
	Iteration 8Q: 3 clusters Score -1773572 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1773606.125000 Penalty: 10988.467773
	Iteration 9Q: 3 clusters Score -1773606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1773630.000000 Penalty: 10988.467773
	Iteration 10Q: 3 clusters Score -1773630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1773650.500000 Penalty: 10988.467773
	Iteration 11Q: 3 clusters Score -1773650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1773670.125000 Penalty: 10988.467773
	Iteration 12Q: 3 clusters Score -1773670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1773687.625000 Penalty: 10988.467773
	Iteration 13Q: 3 clusters Score -1773688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1773695.625000 Penalty: 10988.467773
	Iteration 14Q: 3 clusters Score -1773696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1773708.000000 Penalty: 10988.467773
	Iteration 15Q: 3 clusters Score -1773708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1773715.625000 Penalty: 10988.467773
	Iteration 16Q: 3 clusters Score -1773716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1773725.250000 Penalty: 10988.467773
	Iteration 17Q: 3 clusters Score -1773725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1773732.000000 Penalty: 10988.467773
	Iteration 18Q: 3 clusters Score -1773732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1773738.250000 Penalty: 10988.467773
	Iteration 19Q: 3 clusters Score -1773738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1773736.875000 Penalty: 10988.467773
	Iteration 20F: 3 clusters Score -1773737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1773743.250000 Penalty: 10988.467773
	Iteration 21Q: 3 clusters Score -1773743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1773746.375000 Penalty: 10988.467773
	Iteration 22Q: 3 clusters Score -1773746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1773749.125000 Penalty: 10988.467773
	Iteration 23Q: 3 clusters Score -1773749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1773754.500000 Penalty: 10988.467773
	Iteration 24Q: 3 clusters Score -1773754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1773761.875000 Penalty: 10988.467773
	Iteration 25Q: 3 clusters Score -1773762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1773763.125000 Penalty: 10988.467773
	Iteration 26Q: 3 clusters Score -1773763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1773766.750000 Penalty: 10988.467773
	Iteration 27Q: 3 clusters Score -1773767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1773771.000000 Penalty: 10988.467773
	Iteration 28Q: 3 clusters Score -1773771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1773774.375000 Penalty: 10988.467773
	Iteration 29Q: 3 clusters Score -1773774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1773773.000000 Penalty: 10988.467773
	Iteration 30Q: 3 clusters Score -1773773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1773779.875000 Penalty: 10988.467773
	Iteration 31Q: 3 clusters Score -1773780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1773782.625000 Penalty: 10988.467773
	Iteration 32Q: 3 clusters Score -1773783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1773790.125000 Penalty: 10988.467773
	Iteration 33Q: 3 clusters Score -1773790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1773788.125000 Penalty: 10988.467773
	Iteration 34Q: 3 clusters Score -1773788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1773792.375000 Penalty: 10988.467773
	Iteration 35Q: 3 clusters Score -1773792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1773791.375000 Penalty: 10988.467773
	Iteration 36Q: 3 clusters Score -1773791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1773793.750000 Penalty: 10988.467773
	Iteration 37Q: 3 clusters Score -1773794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1773793.750000 Penalty: 10988.467773
	Iteration 38F: 3 clusters Score -1773794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Entering Unmasked Estep 
Score: -1707934.625000 Penalty: 5477.017090
	Iteration 0F: 2 clusters Score -1707935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1699139.875000 Penalty: 10954.034180
	Iteration 0F: 3 clusters Score -1699140 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1700806.375000 Penalty: 10954.034180
	Iteration 1F: 3 clusters Score -1700806 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1701213.000000 Penalty: 10954.034180
	Iteration 2F: 3 clusters Score -1701213 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1701417.000000 Penalty: 10954.034180
	Iteration 3Q: 3 clusters Score -1701417 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1701547.125000 Penalty: 10954.034180
	Iteration 4Q: 3 clusters Score -1701547 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1701628.375000 Penalty: 10954.034180
	Iteration 5Q: 3 clusters Score -1701628 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1701711.750000 Penalty: 10954.034180
	Iteration 6Q: 3 clusters Score -1701712 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1701784.750000 Penalty: 10954.034180
	Iteration 7Q: 3 clusters Score -1701785 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1701831.125000 Penalty: 10954.034180
	Iteration 8Q: 3 clusters Score -1701831 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1701876.500000 Penalty: 10954.034180
	Iteration 9Q: 3 clusters Score -1701876 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1701920.375000 Penalty: 10954.034180
	Iteration 10Q: 3 clusters Score -1701920 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1701966.125000 Penalty: 10954.034180
	Iteration 11Q: 3 clusters Score -1701966 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1702010.875000 Penalty: 10954.034180
	Iteration 12Q: 3 clusters Score -1702011 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1702051.375000 Penalty: 10954.034180
	Iteration 13Q: 3 clusters Score -1702051 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1702084.875000 Penalty: 10954.034180
	Iteration 14Q: 3 clusters Score -1702085 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1702108.375000 Penalty: 10954.034180
	Iteration 15Q: 3 clusters Score -1702108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1702134.000000 Penalty: 10954.034180
	Iteration 16Q: 3 clusters Score -1702134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1702160.625000 Penalty: 10954.034180
	Iteration 17Q: 3 clusters Score -1702161 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1702178.875000 Penalty: 10954.034180
	Iteration 18Q: 3 clusters Score -1702179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1702201.125000 Penalty: 10954.034180
	Iteration 19Q: 3 clusters Score -1702201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1702213.250000 Penalty: 10954.034180
	Iteration 20F: 3 clusters Score -1702213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1702235.875000 Penalty: 10954.034180
	Iteration 21Q: 3 clusters Score -1702236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1702251.125000 Penalty: 10954.034180
	Iteration 22Q: 3 clusters Score -1702251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1702264.375000 Penalty: 10954.034180
	Iteration 23Q: 3 clusters Score -1702264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1702285.250000 Penalty: 10954.034180
	Iteration 24Q: 3 clusters Score -1702285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1702299.125000 Penalty: 10954.034180
	Iteration 25Q: 3 clusters Score -1702299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1702307.375000 Penalty: 10954.034180
	Iteration 26Q: 3 clusters Score -1702307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1702313.125000 Penalty: 10954.034180
	Iteration 27Q: 3 clusters Score -1702313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1702319.500000 Penalty: 10954.034180
	Iteration 28Q: 3 clusters Score -1702320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1702336.375000 Penalty: 10954.034180
	Iteration 29Q: 3 clusters Score -1702336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1702341.750000 Penalty: 10954.034180
	Iteration 30Q: 3 clusters Score -1702342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1702351.000000 Penalty: 10954.034180
	Iteration 31Q: 3 clusters Score -1702351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1702362.500000 Penalty: 10954.034180
	Iteration 32Q: 3 clusters Score -1702362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1702371.000000 Penalty: 10954.034180
	Iteration 33Q: 3 clusters Score -1702371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1702376.125000 Penalty: 10954.034180
	Iteration 34Q: 3 clusters Score -1702376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1702385.375000 Penalty: 10954.034180
	Iteration 35Q: 3 clusters Score -1702385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1702400.750000 Penalty: 10954.034180
	Iteration 36Q: 3 clusters Score -1702401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1702417.375000 Penalty: 10954.034180
	Iteration 37Q: 3 clusters Score -1702417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1702423.125000 Penalty: 10954.034180
	Iteration 38Q: 3 clusters Score -1702423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1702440.500000 Penalty: 10954.034180
	Iteration 39Q: 3 clusters Score -1702440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1702445.875000 Penalty: 10954.034180
	Iteration 40F: 3 clusters Score -1702446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1702461.125000 Penalty: 10954.034180
	Iteration 41Q: 3 clusters Score -1702461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1702475.750000 Penalty: 10954.034180
	Iteration 42Q: 3 clusters Score -1702476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1702489.625000 Penalty: 10954.034180
	Iteration 43Q: 3 clusters Score -1702490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1702507.375000 Penalty: 10954.034180
	Iteration 44Q: 3 clusters Score -1702507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1702521.375000 Penalty: 10954.034180
	Iteration 45Q: 3 clusters Score -1702521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1702532.125000 Penalty: 10954.034180
	Iteration 46Q: 3 clusters Score -1702532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1702544.750000 Penalty: 10954.034180
	Iteration 47Q: 3 clusters Score -1702545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1702559.375000 Penalty: 10954.034180
	Iteration 48Q: 3 clusters Score -1702559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1702571.500000 Penalty: 10954.034180
	Iteration 49Q: 3 clusters Score -1702572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1702590.250000 Penalty: 10954.034180
	Iteration 50Q: 3 clusters Score -1702590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1702607.750000 Penalty: 10954.034180
	Iteration 51Q: 3 clusters Score -1702608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1702633.000000 Penalty: 10954.034180
	Iteration 52Q: 3 clusters Score -1702633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1702651.625000 Penalty: 10954.034180
	Iteration 53Q: 3 clusters Score -1702652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1702675.000000 Penalty: 10954.034180
	Iteration 54Q: 3 clusters Score -1702675 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1702703.500000 Penalty: 10954.034180
	Iteration 55Q: 3 clusters Score -1702704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1702724.125000 Penalty: 10954.034180
	Iteration 56Q: 3 clusters Score -1702724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1702739.250000 Penalty: 10954.034180
	Iteration 57Q: 3 clusters Score -1702739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1702753.500000 Penalty: 10954.034180
	Iteration 58Q: 3 clusters Score -1702754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1702766.000000 Penalty: 10954.034180
	Iteration 59Q: 3 clusters Score -1702766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1702779.500000 Penalty: 10954.034180
	Iteration 60F: 3 clusters Score -1702780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1702787.625000 Penalty: 10954.034180
	Iteration 61Q: 3 clusters Score -1702788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1702799.000000 Penalty: 10954.034180
	Iteration 62Q: 3 clusters Score -1702799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1702811.750000 Penalty: 10954.034180
	Iteration 63Q: 3 clusters Score -1702812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1702814.500000 Penalty: 10954.034180
	Iteration 64Q: 3 clusters Score -1702814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1702818.875000 Penalty: 10954.034180
	Iteration 65Q: 3 clusters Score -1702819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1702819.750000 Penalty: 10954.034180
	Iteration 66Q: 3 clusters Score -1702820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1702829.125000 Penalty: 10954.034180
	Iteration 67Q: 3 clusters Score -1702829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1702836.250000 Penalty: 10954.034180
	Iteration 68Q: 3 clusters Score -1702836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1702852.375000 Penalty: 10954.034180
	Iteration 69Q: 3 clusters Score -1702852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1702862.125000 Penalty: 10954.034180
	Iteration 70Q: 3 clusters Score -1702862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1702871.125000 Penalty: 10954.034180
	Iteration 71Q: 3 clusters Score -1702871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1702882.375000 Penalty: 10954.034180
	Iteration 72Q: 3 clusters Score -1702882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1702891.250000 Penalty: 10954.034180
	Iteration 73Q: 3 clusters Score -1702891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1702905.375000 Penalty: 10954.034180
	Iteration 74Q: 3 clusters Score -1702905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1702916.625000 Penalty: 10954.034180
	Iteration 75Q: 3 clusters Score -1702917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1702924.125000 Penalty: 10954.034180
	Iteration 76Q: 3 clusters Score -1702924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1702942.375000 Penalty: 10954.034180
	Iteration 77Q: 3 clusters Score -1702942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1702954.125000 Penalty: 10954.034180
	Iteration 78Q: 3 clusters Score -1702954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1702968.750000 Penalty: 10954.034180
	Iteration 79Q: 3 clusters Score -1702969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1702983.000000 Penalty: 10954.034180
	Iteration 80F: 3 clusters Score -1702983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1702991.375000 Penalty: 10954.034180
	Iteration 81Q: 3 clusters Score -1702991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1703003.000000 Penalty: 10954.034180
	Iteration 82Q: 3 clusters Score -1703003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1703014.750000 Penalty: 10954.034180
	Iteration 83Q: 3 clusters Score -1703015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1703016.500000 Penalty: 10954.034180
	Iteration 84Q: 3 clusters Score -1703016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1703024.500000 Penalty: 10954.034180
	Iteration 85Q: 3 clusters Score -1703024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1703041.250000 Penalty: 10954.034180
	Iteration 86Q: 3 clusters Score -1703041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1703049.875000 Penalty: 10954.034180
	Iteration 87Q: 3 clusters Score -1703050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1703057.750000 Penalty: 10954.034180
	Iteration 88Q: 3 clusters Score -1703058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1703072.625000 Penalty: 10954.034180
	Iteration 89Q: 3 clusters Score -1703073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1703078.625000 Penalty: 10954.034180
	Iteration 90Q: 3 clusters Score -1703079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1703089.375000 Penalty: 10954.034180
	Iteration 91Q: 3 clusters Score -1703089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1703098.625000 Penalty: 10954.034180
	Iteration 92Q: 3 clusters Score -1703099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1703099.000000 Penalty: 10954.034180
	Iteration 93Q: 3 clusters Score -1703099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1703111.750000 Penalty: 10954.034180
	Iteration 94Q: 3 clusters Score -1703112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1703116.250000 Penalty: 10954.034180
	Iteration 95Q: 3 clusters Score -1703116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1703122.875000 Penalty: 10954.034180
	Iteration 96Q: 3 clusters Score -1703123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1703128.000000 Penalty: 10954.034180
	Iteration 97Q: 3 clusters Score -1703128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1703133.375000 Penalty: 10954.034180
	Iteration 98Q: 3 clusters Score -1703133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1703135.875000 Penalty: 10954.034180
	Iteration 99Q: 3 clusters Score -1703136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1703146.625000 Penalty: 10954.034180
	Iteration 100F: 3 clusters Score -1703147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1703151.500000 Penalty: 10954.034180
	Iteration 101Q: 3 clusters Score -1703152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1703153.000000 Penalty: 10954.034180
	Iteration 102Q: 3 clusters Score -1703153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1703152.250000 Penalty: 10954.034180
	Iteration 103Q: 3 clusters Score -1703152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1703158.875000 Penalty: 10954.034180
	Iteration 104Q: 3 clusters Score -1703159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1703164.500000 Penalty: 10954.034180
	Iteration 105Q: 3 clusters Score -1703164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1703167.250000 Penalty: 10954.034180
	Iteration 106Q: 3 clusters Score -1703167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1703171.500000 Penalty: 10954.034180
	Iteration 107Q: 3 clusters Score -1703172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1703174.000000 Penalty: 10954.034180
	Iteration 108Q: 3 clusters Score -1703174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1703175.875000 Penalty: 10954.034180
	Iteration 109Q: 3 clusters Score -1703176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1703178.125000 Penalty: 10954.034180
	Iteration 110Q: 3 clusters Score -1703178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1703188.500000 Penalty: 10954.034180
	Iteration 111Q: 3 clusters Score -1703188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1703193.750000 Penalty: 10954.034180
	Iteration 112Q: 3 clusters Score -1703194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1703201.250000 Penalty: 10954.034180
	Iteration 113Q: 3 clusters Score -1703201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1703209.125000 Penalty: 10954.034180
	Iteration 114Q: 3 clusters Score -1703209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1703207.250000 Penalty: 10954.034180
	Iteration 115Q: 3 clusters Score -1703207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1703213.000000 Penalty: 10954.034180
	Iteration 116Q: 3 clusters Score -1703213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1703215.750000 Penalty: 10954.034180
	Iteration 117Q: 3 clusters Score -1703216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1703219.125000 Penalty: 10954.034180
	Iteration 118Q: 3 clusters Score -1703219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1703218.375000 Penalty: 10954.034180
	Iteration 119Q: 3 clusters Score -1703218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1703222.375000 Penalty: 10954.034180
	Iteration 120F: 3 clusters Score -1703222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1703224.500000 Penalty: 10954.034180
	Iteration 121Q: 3 clusters Score -1703224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1703221.750000 Penalty: 10954.034180
	Iteration 122Q: 3 clusters Score -1703222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1703229.000000 Penalty: 10954.034180
	Iteration 123Q: 3 clusters Score -1703229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1703230.000000 Penalty: 10954.034180
	Iteration 124Q: 3 clusters Score -1703230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1703231.125000 Penalty: 10954.034180
	Iteration 125Q: 3 clusters Score -1703231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1703238.375000 Penalty: 10954.034180
	Iteration 126Q: 3 clusters Score -1703238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1703243.875000 Penalty: 10954.034180
	Iteration 127Q: 3 clusters Score -1703244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1703248.250000 Penalty: 10954.034180
	Iteration 128Q: 3 clusters Score -1703248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1703252.500000 Penalty: 10954.034180
	Iteration 129Q: 3 clusters Score -1703252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1703258.750000 Penalty: 10954.034180
	Iteration 130Q: 3 clusters Score -1703259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1703265.125000 Penalty: 10954.034180
	Iteration 131Q: 3 clusters Score -1703265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1703278.250000 Penalty: 10954.034180
	Iteration 132Q: 3 clusters Score -1703278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1703283.250000 Penalty: 10954.034180
	Iteration 133Q: 3 clusters Score -1703283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1703285.750000 Penalty: 10954.034180
	Iteration 134Q: 3 clusters Score -1703286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1703287.625000 Penalty: 10954.034180
	Iteration 135Q: 3 clusters Score -1703288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1703291.250000 Penalty: 10954.034180
	Iteration 136Q: 3 clusters Score -1703291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1703296.750000 Penalty: 10954.034180
	Iteration 137Q: 3 clusters Score -1703297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1703308.000000 Penalty: 10954.034180
	Iteration 138Q: 3 clusters Score -1703308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1703312.625000 Penalty: 10954.034180
	Iteration 139Q: 3 clusters Score -1703313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1703322.000000 Penalty: 10954.034180
	Iteration 140F: 3 clusters Score -1703322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1703326.250000 Penalty: 10954.034180
	Iteration 141Q: 3 clusters Score -1703326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1703328.875000 Penalty: 10954.034180
	Iteration 142Q: 3 clusters Score -1703329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1703332.250000 Penalty: 10954.034180
	Iteration 143Q: 3 clusters Score -1703332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1703334.500000 Penalty: 10954.034180
	Iteration 144Q: 3 clusters Score -1703334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1703335.625000 Penalty: 10954.034180
	Iteration 145Q: 3 clusters Score -1703336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1703342.375000 Penalty: 10954.034180
	Iteration 146Q: 3 clusters Score -1703342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1703342.750000 Penalty: 10954.034180
	Iteration 147Q: 3 clusters Score -1703343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1703347.750000 Penalty: 10954.034180
	Iteration 148Q: 3 clusters Score -1703348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1703354.125000 Penalty: 10954.034180
	Iteration 149Q: 3 clusters Score -1703354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1703354.125000 Penalty: 10954.034180
	Iteration 150Q: 3 clusters Score -1703354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1703353.500000 Penalty: 10954.034180
	Iteration 151Q: 3 clusters Score -1703354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1703355.875000 Penalty: 10954.034180
	Iteration 152Q: 3 clusters Score -1703356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1703355.875000 Penalty: 10954.034180
	Iteration 153F: 3 clusters Score -1703356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Entering Unmasked Estep 
Score: -2477923.000000 Penalty: 5725.444824
	Iteration 0F: 2 clusters Score -2477923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2466810.000000 Penalty: 11450.889648
	Iteration 0F: 3 clusters Score -2466810 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2469718.000000 Penalty: 11450.889648
	Iteration 1F: 3 clusters Score -2469718 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2470811.000000 Penalty: 11450.889648
	Iteration 2F: 3 clusters Score -2470811 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2471625.750000 Penalty: 11450.889648
	Iteration 3F: 3 clusters Score -2471626 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2472247.250000 Penalty: 11450.889648
	Iteration 4F: 3 clusters Score -2472247 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2472731.250000 Penalty: 11450.889648
	Iteration 5Q: 3 clusters Score -2472731 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2473168.500000 Penalty: 11450.889648
	Iteration 6Q: 3 clusters Score -2473168 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2473511.000000 Penalty: 11450.889648
	Iteration 7Q: 3 clusters Score -2473511 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2473847.750000 Penalty: 11450.889648
	Iteration 8Q: 3 clusters Score -2473848 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2474121.750000 Penalty: 11450.889648
	Iteration 9Q: 3 clusters Score -2474122 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2474350.250000 Penalty: 11450.889648
	Iteration 10Q: 3 clusters Score -2474350 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2474520.750000 Penalty: 11450.889648
	Iteration 11Q: 3 clusters Score -2474521 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2474672.500000 Penalty: 11450.889648
	Iteration 12Q: 3 clusters Score -2474672 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2474818.000000 Penalty: 11450.889648
	Iteration 13Q: 3 clusters Score -2474818 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2474901.750000 Penalty: 11450.889648
	Iteration 14Q: 3 clusters Score -2474902 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2474979.500000 Penalty: 11450.889648
	Iteration 15Q: 3 clusters Score -2474980 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2475031.750000 Penalty: 11450.889648
	Iteration 16Q: 3 clusters Score -2475032 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2475095.250000 Penalty: 11450.889648
	Iteration 17Q: 3 clusters Score -2475095 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2475154.250000 Penalty: 11450.889648
	Iteration 18Q: 3 clusters Score -2475154 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2475204.000000 Penalty: 11450.889648
	Iteration 19Q: 3 clusters Score -2475204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2475239.750000 Penalty: 11450.889648
	Iteration 20F: 3 clusters Score -2475240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2475292.750000 Penalty: 11450.889648
	Iteration 21Q: 3 clusters Score -2475293 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2475328.000000 Penalty: 11450.889648
	Iteration 22Q: 3 clusters Score -2475328 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2475374.000000 Penalty: 11450.889648
	Iteration 23Q: 3 clusters Score -2475374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2475397.000000 Penalty: 11450.889648
	Iteration 24Q: 3 clusters Score -2475397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2475422.000000 Penalty: 11450.889648
	Iteration 25Q: 3 clusters Score -2475422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2475448.750000 Penalty: 11450.889648
	Iteration 26Q: 3 clusters Score -2475449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2475458.250000 Penalty: 11450.889648
	Iteration 27Q: 3 clusters Score -2475458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2475471.250000 Penalty: 11450.889648
	Iteration 28Q: 3 clusters Score -2475471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2475492.250000 Penalty: 11450.889648
	Iteration 29Q: 3 clusters Score -2475492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2475509.000000 Penalty: 11450.889648
	Iteration 30Q: 3 clusters Score -2475509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2475524.250000 Penalty: 11450.889648
	Iteration 31Q: 3 clusters Score -2475524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2475534.250000 Penalty: 11450.889648
	Iteration 32Q: 3 clusters Score -2475534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2475547.250000 Penalty: 11450.889648
	Iteration 33Q: 3 clusters Score -2475547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2475564.250000 Penalty: 11450.889648
	Iteration 34Q: 3 clusters Score -2475564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2475578.000000 Penalty: 11450.889648
	Iteration 35Q: 3 clusters Score -2475578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2475585.500000 Penalty: 11450.889648
	Iteration 36Q: 3 clusters Score -2475586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2475594.500000 Penalty: 11450.889648
	Iteration 37Q: 3 clusters Score -2475594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2475600.750000 Penalty: 11450.889648
	Iteration 38Q: 3 clusters Score -2475601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2475615.000000 Penalty: 11450.889648
	Iteration 39Q: 3 clusters Score -2475615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2475628.250000 Penalty: 11450.889648
	Iteration 40F: 3 clusters Score -2475628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2475644.750000 Penalty: 11450.889648
	Iteration 41Q: 3 clusters Score -2475645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2475666.000000 Penalty: 11450.889648
	Iteration 42Q: 3 clusters Score -2475666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2475681.750000 Penalty: 11450.889648
	Iteration 43Q: 3 clusters Score -2475682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2475689.250000 Penalty: 11450.889648
	Iteration 44Q: 3 clusters Score -2475689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2475700.750000 Penalty: 11450.889648
	Iteration 45Q: 3 clusters Score -2475701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2475700.750000 Penalty: 11450.889648
	Iteration 46Q: 3 clusters Score -2475701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2475712.250000 Penalty: 11450.889648
	Iteration 47Q: 3 clusters Score -2475712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2475719.250000 Penalty: 11450.889648
	Iteration 48Q: 3 clusters Score -2475719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2475726.250000 Penalty: 11450.889648
	Iteration 49Q: 3 clusters Score -2475726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2475727.250000 Penalty: 11450.889648
	Iteration 50Q: 3 clusters Score -2475727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2475735.750000 Penalty: 11450.889648
	Iteration 51Q: 3 clusters Score -2475736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2475736.250000 Penalty: 11450.889648
	Iteration 52Q: 3 clusters Score -2475736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2475750.750000 Penalty: 11450.889648
	Iteration 53Q: 3 clusters Score -2475751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2475764.250000 Penalty: 11450.889648
	Iteration 54Q: 3 clusters Score -2475764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2475781.500000 Penalty: 11450.889648
	Iteration 55Q: 3 clusters Score -2475782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2475802.500000 Penalty: 11450.889648
	Iteration 56Q: 3 clusters Score -2475802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2475814.000000 Penalty: 11450.889648
	Iteration 57Q: 3 clusters Score -2475814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2475832.750000 Penalty: 11450.889648
	Iteration 58Q: 3 clusters Score -2475833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2475839.750000 Penalty: 11450.889648
	Iteration 59Q: 3 clusters Score -2475840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2475854.500000 Penalty: 11450.889648
	Iteration 60F: 3 clusters Score -2475854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2475858.500000 Penalty: 11450.889648
	Iteration 61Q: 3 clusters Score -2475858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2475877.500000 Penalty: 11450.889648
	Iteration 62Q: 3 clusters Score -2475878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2475888.500000 Penalty: 11450.889648
	Iteration 63Q: 3 clusters Score -2475888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2475902.000000 Penalty: 11450.889648
	Iteration 64Q: 3 clusters Score -2475902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2475909.000000 Penalty: 11450.889648
	Iteration 65Q: 3 clusters Score -2475909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2475930.000000 Penalty: 11450.889648
	Iteration 66Q: 3 clusters Score -2475930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2475944.500000 Penalty: 11450.889648
	Iteration 67Q: 3 clusters Score -2475944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2475957.250000 Penalty: 11450.889648
	Iteration 68Q: 3 clusters Score -2475957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2475954.500000 Penalty: 11450.889648
	Iteration 69Q: 3 clusters Score -2475954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2475965.500000 Penalty: 11450.889648
	Iteration 70Q: 3 clusters Score -2475966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2475972.000000 Penalty: 11450.889648
	Iteration 71Q: 3 clusters Score -2475972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2475979.000000 Penalty: 11450.889648
	Iteration 72Q: 3 clusters Score -2475979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2475989.250000 Penalty: 11450.889648
	Iteration 73Q: 3 clusters Score -2475989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2475989.500000 Penalty: 11450.889648
	Iteration 74Q: 3 clusters Score -2475990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2475997.750000 Penalty: 11450.889648
	Iteration 75Q: 3 clusters Score -2475998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2476002.000000 Penalty: 11450.889648
	Iteration 76Q: 3 clusters Score -2476002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2476006.500000 Penalty: 11450.889648
	Iteration 77Q: 3 clusters Score -2476006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2476013.000000 Penalty: 11450.889648
	Iteration 78Q: 3 clusters Score -2476013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2476011.250000 Penalty: 11450.889648
	Iteration 79Q: 3 clusters Score -2476011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2476012.500000 Penalty: 11450.889648
	Iteration 80F: 3 clusters Score -2476012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Entering Unmasked Estep 
Score: -8739058.000000 Penalty: 6465.435547
	Iteration 0F: 2 clusters Score -8739058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -8710862.000000 Penalty: 12930.871094
	Iteration 0F: 3 clusters Score -8710862 nChanged 16566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -8719666.000000 Penalty: 12930.871094
	Iteration 1F: 3 clusters Score -8719666 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -8720588.000000 Penalty: 12930.871094
	Iteration 2F: 3 clusters Score -8720588 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -8721336.000000 Penalty: 12930.871094
	Iteration 3Q: 3 clusters Score -8721336 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -8722144.000000 Penalty: 12930.871094
	Iteration 4Q: 3 clusters Score -8722144 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -8723196.000000 Penalty: 12930.871094
	Iteration 5Q: 3 clusters Score -8723196 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -8724589.000000 Penalty: 12930.871094
	Iteration 6F: 3 clusters Score -8724589 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -8726382.000000 Penalty: 12930.871094
	Iteration 7F: 3 clusters Score -8726382 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -8728502.000000 Penalty: 12930.871094
	Iteration 8F: 3 clusters Score -8728502 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -8730171.000000 Penalty: 12930.871094
	Iteration 9F: 3 clusters Score -8730171 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -8731219.000000 Penalty: 12930.871094
	Iteration 10Q: 3 clusters Score -8731219 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -8731924.000000 Penalty: 12930.871094
	Iteration 11Q: 3 clusters Score -8731924 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -8732344.000000 Penalty: 12930.871094
	Iteration 12Q: 3 clusters Score -8732344 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -8732652.000000 Penalty: 12930.871094
	Iteration 13Q: 3 clusters Score -8732652 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -8732836.000000 Penalty: 12930.871094
	Iteration 14Q: 3 clusters Score -8732836 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -8732988.000000 Penalty: 12930.871094
	Iteration 15Q: 3 clusters Score -8732988 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -8733104.000000 Penalty: 12930.871094
	Iteration 16Q: 3 clusters Score -8733104 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -8733224.000000 Penalty: 12930.871094
	Iteration 17Q: 3 clusters Score -8733224 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -8733279.000000 Penalty: 12930.871094
	Iteration 18Q: 3 clusters Score -8733279 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8733359.000000 Penalty: 12930.871094
	Iteration 19Q: 3 clusters Score -8733359 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -8733391.000000 Penalty: 12930.871094
	Iteration 20F: 3 clusters Score -8733391 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -8733412.000000 Penalty: 12930.871094
	Iteration 21Q: 3 clusters Score -8733412 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8733444.000000 Penalty: 12930.871094
	Iteration 22Q: 3 clusters Score -8733444 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8733477.000000 Penalty: 12930.871094
	Iteration 23Q: 3 clusters Score -8733477 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8733495.000000 Penalty: 12930.871094
	Iteration 24Q: 3 clusters Score -8733495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -8733532.000000 Penalty: 12930.871094
	Iteration 25Q: 3 clusters Score -8733532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8733539.000000 Penalty: 12930.871094
	Iteration 26Q: 3 clusters Score -8733539 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -8733546.000000 Penalty: 12930.871094
	Iteration 27Q: 3 clusters Score -8733546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -8733579.000000 Penalty: 12930.871094
	Iteration 28Q: 3 clusters Score -8733579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -8733606.000000 Penalty: 12930.871094
	Iteration 29Q: 3 clusters Score -8733606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -8733602.000000 Penalty: 12930.871094
	Iteration 30Q: 3 clusters Score -8733602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8733599.000000 Penalty: 12930.871094
	Iteration 31Q: 3 clusters Score -8733599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -8733593.000000 Penalty: 12930.871094
	Iteration 32Q: 3 clusters Score -8733593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8733614.000000 Penalty: 12930.871094
	Iteration 33Q: 3 clusters Score -8733614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8733619.000000 Penalty: 12930.871094
	Iteration 34Q: 3 clusters Score -8733619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -8733618.000000 Penalty: 12930.871094
	Iteration 35Q: 3 clusters Score -8733618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -8733622.000000 Penalty: 12930.871094
	Iteration 36Q: 3 clusters Score -8733622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8733622.000000 Penalty: 12930.871094
	Iteration 37Q: 3 clusters Score -8733622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8733625.000000 Penalty: 12930.871094
	Iteration 38Q: 3 clusters Score -8733625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8733627.000000 Penalty: 12930.871094
	Iteration 39Q: 3 clusters Score -8733627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -8733637.000000 Penalty: 12930.871094
	Iteration 40F: 3 clusters Score -8733637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8733624.000000 Penalty: 12930.871094
	Iteration 41Q: 3 clusters Score -8733624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8733638.000000 Penalty: 12930.871094
	Iteration 42Q: 3 clusters Score -8733638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -8733637.000000 Penalty: 12930.871094
	Iteration 43Q: 3 clusters Score -8733637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8733638.000000 Penalty: 12930.871094
	Iteration 44Q: 3 clusters Score -8733638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8733636.000000 Penalty: 12930.871094
	Iteration 45Q: 3 clusters Score -8733636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -8733645.000000 Penalty: 12930.871094
	Iteration 46Q: 3 clusters Score -8733645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -8733645.000000 Penalty: 12930.871094
	Iteration 47F: 3 clusters Score -8733645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Entering Unmasked Estep 
Score: -1804667.750000 Penalty: 5494.701172
	Iteration 0F: 2 clusters Score -1804668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1795795.125000 Penalty: 10989.402344
	Iteration 0F: 3 clusters Score -1795795 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1797461.875000 Penalty: 10989.402344
	Iteration 1F: 3 clusters Score -1797462 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1797863.000000 Penalty: 10989.402344
	Iteration 2F: 3 clusters Score -1797863 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1798088.000000 Penalty: 10989.402344
	Iteration 3Q: 3 clusters Score -1798088 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1798224.000000 Penalty: 10989.402344
	Iteration 4Q: 3 clusters Score -1798224 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1798316.750000 Penalty: 10989.402344
	Iteration 5Q: 3 clusters Score -1798317 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1798393.750000 Penalty: 10989.402344
	Iteration 6Q: 3 clusters Score -1798394 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1798444.375000 Penalty: 10989.402344
	Iteration 7Q: 3 clusters Score -1798444 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1798485.750000 Penalty: 10989.402344
	Iteration 8Q: 3 clusters Score -1798486 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1798525.375000 Penalty: 10989.402344
	Iteration 9Q: 3 clusters Score -1798525 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1798549.250000 Penalty: 10989.402344
	Iteration 10Q: 3 clusters Score -1798549 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1798570.625000 Penalty: 10989.402344
	Iteration 11Q: 3 clusters Score -1798571 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1798590.750000 Penalty: 10989.402344
	Iteration 12Q: 3 clusters Score -1798591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1798607.250000 Penalty: 10989.402344
	Iteration 13Q: 3 clusters Score -1798607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1798617.250000 Penalty: 10989.402344
	Iteration 14Q: 3 clusters Score -1798617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1798629.875000 Penalty: 10989.402344
	Iteration 15Q: 3 clusters Score -1798630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1798634.250000 Penalty: 10989.402344
	Iteration 16Q: 3 clusters Score -1798634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1798637.750000 Penalty: 10989.402344
	Iteration 17Q: 3 clusters Score -1798638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1798639.750000 Penalty: 10989.402344
	Iteration 18Q: 3 clusters Score -1798640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1798646.375000 Penalty: 10989.402344
	Iteration 19Q: 3 clusters Score -1798646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1798648.375000 Penalty: 10989.402344
	Iteration 20F: 3 clusters Score -1798648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1798652.125000 Penalty: 10989.402344
	Iteration 21Q: 3 clusters Score -1798652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1798653.125000 Penalty: 10989.402344
	Iteration 22Q: 3 clusters Score -1798653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1798655.500000 Penalty: 10989.402344
	Iteration 23Q: 3 clusters Score -1798656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1798657.000000 Penalty: 10989.402344
	Iteration 24Q: 3 clusters Score -1798657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1798659.250000 Penalty: 10989.402344
	Iteration 25Q: 3 clusters Score -1798659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1798657.125000 Penalty: 10989.402344
	Iteration 26Q: 3 clusters Score -1798657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1798657.500000 Penalty: 10989.402344
	Iteration 27Q: 3 clusters Score -1798658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1798658.125000 Penalty: 10989.402344
	Iteration 28Q: 3 clusters Score -1798658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1798657.875000 Penalty: 10989.402344
	Iteration 29Q: 3 clusters Score -1798658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1798657.875000 Penalty: 10989.402344
	Iteration 30F: 3 clusters Score -1798658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Entering Unmasked Estep 
Score: -2916232.750000 Penalty: 5790.041992
	Iteration 0F: 2 clusters Score -2916233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2904235.000000 Penalty: 11580.083984
	Iteration 0F: 3 clusters Score -2904235 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2906988.250000 Penalty: 11580.083984
	Iteration 1F: 3 clusters Score -2906988 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2907468.500000 Penalty: 11580.083984
	Iteration 2F: 3 clusters Score -2907468 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2907715.000000 Penalty: 11580.083984
	Iteration 3Q: 3 clusters Score -2907715 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2907891.000000 Penalty: 11580.083984
	Iteration 4Q: 3 clusters Score -2907891 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2908012.000000 Penalty: 11580.083984
	Iteration 5Q: 3 clusters Score -2908012 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2908126.750000 Penalty: 11580.083984
	Iteration 6Q: 3 clusters Score -2908127 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2908192.000000 Penalty: 11580.083984
	Iteration 7Q: 3 clusters Score -2908192 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2908273.500000 Penalty: 11580.083984
	Iteration 8Q: 3 clusters Score -2908274 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2908357.750000 Penalty: 11580.083984
	Iteration 9Q: 3 clusters Score -2908358 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2908427.000000 Penalty: 11580.083984
	Iteration 10Q: 3 clusters Score -2908427 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2908475.500000 Penalty: 11580.083984
	Iteration 11Q: 3 clusters Score -2908476 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2908535.500000 Penalty: 11580.083984
	Iteration 12Q: 3 clusters Score -2908536 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2908596.250000 Penalty: 11580.083984
	Iteration 13Q: 3 clusters Score -2908596 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2908662.750000 Penalty: 11580.083984
	Iteration 14Q: 3 clusters Score -2908663 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2908726.500000 Penalty: 11580.083984
	Iteration 15Q: 3 clusters Score -2908726 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2908802.500000 Penalty: 11580.083984
	Iteration 16Q: 3 clusters Score -2908802 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2908860.750000 Penalty: 11580.083984
	Iteration 17Q: 3 clusters Score -2908861 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2908946.500000 Penalty: 11580.083984
	Iteration 18Q: 3 clusters Score -2908946 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2909021.000000 Penalty: 11580.083984
	Iteration 19Q: 3 clusters Score -2909021 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2909106.250000 Penalty: 11580.083984
	Iteration 20F: 3 clusters Score -2909106 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2909191.750000 Penalty: 11580.083984
	Iteration 21Q: 3 clusters Score -2909192 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2909298.000000 Penalty: 11580.083984
	Iteration 22Q: 3 clusters Score -2909298 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2909413.000000 Penalty: 11580.083984
	Iteration 23Q: 3 clusters Score -2909413 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2909564.500000 Penalty: 11580.083984
	Iteration 24Q: 3 clusters Score -2909564 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2909701.000000 Penalty: 11580.083984
	Iteration 25Q: 3 clusters Score -2909701 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2909827.750000 Penalty: 11580.083984
	Iteration 26Q: 3 clusters Score -2909828 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2909962.500000 Penalty: 11580.083984
	Iteration 27Q: 3 clusters Score -2909962 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2910126.000000 Penalty: 11580.083984
	Iteration 28Q: 3 clusters Score -2910126 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2910300.250000 Penalty: 11580.083984
	Iteration 29Q: 3 clusters Score -2910300 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2910447.250000 Penalty: 11580.083984
	Iteration 30Q: 3 clusters Score -2910447 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2910589.500000 Penalty: 11580.083984
	Iteration 31Q: 3 clusters Score -2910590 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2910734.250000 Penalty: 11580.083984
	Iteration 32Q: 3 clusters Score -2910734 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2910842.500000 Penalty: 11580.083984
	Iteration 33Q: 3 clusters Score -2910842 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2910928.500000 Penalty: 11580.083984
	Iteration 34Q: 3 clusters Score -2910928 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2910986.000000 Penalty: 11580.083984
	Iteration 35Q: 3 clusters Score -2910986 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2911049.750000 Penalty: 11580.083984
	Iteration 36Q: 3 clusters Score -2911050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2911116.250000 Penalty: 11580.083984
	Iteration 37Q: 3 clusters Score -2911116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2911152.000000 Penalty: 11580.083984
	Iteration 38Q: 3 clusters Score -2911152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2911184.250000 Penalty: 11580.083984
	Iteration 39Q: 3 clusters Score -2911184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2911212.250000 Penalty: 11580.083984
	Iteration 40F: 3 clusters Score -2911212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2911232.750000 Penalty: 11580.083984
	Iteration 41Q: 3 clusters Score -2911233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2911260.500000 Penalty: 11580.083984
	Iteration 42Q: 3 clusters Score -2911260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2911265.250000 Penalty: 11580.083984
	Iteration 43Q: 3 clusters Score -2911265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2911286.500000 Penalty: 11580.083984
	Iteration 44Q: 3 clusters Score -2911286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2911299.000000 Penalty: 11580.083984
	Iteration 45Q: 3 clusters Score -2911299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2911305.500000 Penalty: 11580.083984
	Iteration 46Q: 3 clusters Score -2911306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2911306.750000 Penalty: 11580.083984
	Iteration 47Q: 3 clusters Score -2911307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2911319.500000 Penalty: 11580.083984
	Iteration 48Q: 3 clusters Score -2911320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2911319.750000 Penalty: 11580.083984
	Iteration 49Q: 3 clusters Score -2911320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2911327.000000 Penalty: 11580.083984
	Iteration 50Q: 3 clusters Score -2911327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2911343.000000 Penalty: 11580.083984
	Iteration 51Q: 3 clusters Score -2911343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2911348.250000 Penalty: 11580.083984
	Iteration 52Q: 3 clusters Score -2911348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2911354.500000 Penalty: 11580.083984
	Iteration 53Q: 3 clusters Score -2911354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2911359.000000 Penalty: 11580.083984
	Iteration 54Q: 3 clusters Score -2911359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2911364.250000 Penalty: 11580.083984
	Iteration 55Q: 3 clusters Score -2911364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2911359.250000 Penalty: 11580.083984
	Iteration 56Q: 3 clusters Score -2911359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2911365.750000 Penalty: 11580.083984
	Iteration 57Q: 3 clusters Score -2911366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2911365.750000 Penalty: 11580.083984
	Iteration 58F: 3 clusters Score -2911366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Entering Unmasked Estep 
Score: -554413.625000 Penalty: 4798.807617
	Iteration 0F: 2 clusters Score -554413.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -549051.000000 Penalty: 9597.615234
	Iteration 0F: 3 clusters Score -549051 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -549805.187500 Penalty: 9597.615234
	Iteration 1F: 3 clusters Score -549805.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -550138.750000 Penalty: 9597.615234
	Iteration 2F: 3 clusters Score -550138.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -550436.187500 Penalty: 9597.615234
	Iteration 3F: 3 clusters Score -550436.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -550666.687500 Penalty: 9597.615234
	Iteration 4Q: 3 clusters Score -550666.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -550916.250000 Penalty: 9597.615234
	Iteration 5Q: 3 clusters Score -550916.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -551217.562500 Penalty: 9597.615234
	Iteration 6Q: 3 clusters Score -551217.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -551652.250000 Penalty: 9597.615234
	Iteration 7F: 3 clusters Score -551652.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -552184.250000 Penalty: 9597.615234
	Iteration 8F: 3 clusters Score -552184.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -552621.125000 Penalty: 9597.615234
	Iteration 9F: 3 clusters Score -552621.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -552887.000000 Penalty: 9597.615234
	Iteration 10Q: 3 clusters Score -552887 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -553039.937500 Penalty: 9597.615234
	Iteration 11Q: 3 clusters Score -553039.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -553180.062500 Penalty: 9597.615234
	Iteration 12Q: 3 clusters Score -553180.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -553444.250000 Penalty: 9597.615234
	Iteration 13Q: 3 clusters Score -553444.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -553789.250000 Penalty: 9597.615234
	Iteration 14Q: 3 clusters Score -553789.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -553888.562500 Penalty: 9597.615234
	Iteration 15Q: 3 clusters Score -553888.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -553921.875000 Penalty: 9597.615234
	Iteration 16Q: 3 clusters Score -553921.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -553928.125000 Penalty: 9597.615234
	Iteration 17Q: 3 clusters Score -553928.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -553928.125000 Penalty: 9597.615234
	Iteration 18F: 3 clusters Score -553928.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -239463.312500 Penalty: 4332.377930
	Iteration 0F: 2 clusters Score -239463.3 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 599 members 
Entering Unmasked Estep 
Score: -235217.500000 Penalty: 8664.755859
	Iteration 0F: 3 clusters Score -235217.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -235766.578125 Penalty: 8664.755859
	Iteration 1F: 3 clusters Score -235766.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -235980.468750 Penalty: 8664.755859
	Iteration 2F: 3 clusters Score -235980.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -236091.562500 Penalty: 8664.755859
	Iteration 3Q: 3 clusters Score -236091.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -236143.421875 Penalty: 8664.755859
	Iteration 4Q: 3 clusters Score -236143.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -236163.921875 Penalty: 8664.755859
	Iteration 5Q: 3 clusters Score -236163.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -236177.250000 Penalty: 8664.755859
	Iteration 6Q: 3 clusters Score -236177.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -236191.062500 Penalty: 8664.755859
	Iteration 7Q: 3 clusters Score -236191.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -236213.578125 Penalty: 8664.755859
	Iteration 8Q: 3 clusters Score -236213.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -236236.531250 Penalty: 8664.755859
	Iteration 9Q: 3 clusters Score -236236.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -236255.187500 Penalty: 8664.755859
	Iteration 10Q: 3 clusters Score -236255.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -236273.140625 Penalty: 8664.755859
	Iteration 11Q: 3 clusters Score -236273.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -236285.312500 Penalty: 8664.755859
	Iteration 12Q: 3 clusters Score -236285.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -236302.906250 Penalty: 8664.755859
	Iteration 13Q: 3 clusters Score -236302.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -236314.937500 Penalty: 8664.755859
	Iteration 14Q: 3 clusters Score -236314.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -236329.171875 Penalty: 8664.755859
	Iteration 15Q: 3 clusters Score -236329.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -236356.546875 Penalty: 8664.755859
	Iteration 16Q: 3 clusters Score -236356.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -236390.734375 Penalty: 8664.755859
	Iteration 17Q: 3 clusters Score -236390.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -236431.343750 Penalty: 8664.755859
	Iteration 18Q: 3 clusters Score -236431.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -236460.546875 Penalty: 8664.755859
	Iteration 19Q: 3 clusters Score -236460.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -236486.906250 Penalty: 8664.755859
	Iteration 20F: 3 clusters Score -236486.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -236506.453125 Penalty: 8664.755859
	Iteration 21Q: 3 clusters Score -236506.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -236521.437500 Penalty: 8664.755859
	Iteration 22Q: 3 clusters Score -236521.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -236550.828125 Penalty: 8664.755859
	Iteration 23Q: 3 clusters Score -236550.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -236573.546875 Penalty: 8664.755859
	Iteration 24Q: 3 clusters Score -236573.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -236609.390625 Penalty: 8664.755859
	Iteration 25Q: 3 clusters Score -236609.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -236644.109375 Penalty: 8664.755859
	Iteration 26Q: 3 clusters Score -236644.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -236662.515625 Penalty: 8664.755859
	Iteration 27Q: 3 clusters Score -236662.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -236683.656250 Penalty: 8664.755859
	Iteration 28Q: 3 clusters Score -236683.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -236707.062500 Penalty: 8664.755859
	Iteration 29Q: 3 clusters Score -236707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -236722.406250 Penalty: 8664.755859
	Iteration 30Q: 3 clusters Score -236722.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -236750.281250 Penalty: 8664.755859
	Iteration 31Q: 3 clusters Score -236750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -236761.921875 Penalty: 8664.755859
	Iteration 32Q: 3 clusters Score -236761.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -236771.984375 Penalty: 8664.755859
	Iteration 33Q: 3 clusters Score -236772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -236786.734375 Penalty: 8664.755859
	Iteration 34Q: 3 clusters Score -236786.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -236812.046875 Penalty: 8664.755859
	Iteration 35Q: 3 clusters Score -236812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -236851.750000 Penalty: 8664.755859
	Iteration 36Q: 3 clusters Score -236851.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -236881.968750 Penalty: 8664.755859
	Iteration 37Q: 3 clusters Score -236882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -236905.859375 Penalty: 8664.755859
	Iteration 38Q: 3 clusters Score -236905.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -236917.265625 Penalty: 8664.755859
	Iteration 39Q: 3 clusters Score -236917.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -236931.109375 Penalty: 8664.755859
	Iteration 40F: 3 clusters Score -236931.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -236955.000000 Penalty: 8664.755859
	Iteration 41Q: 3 clusters Score -236955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -236962.406250 Penalty: 8664.755859
	Iteration 42Q: 3 clusters Score -236962.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -236967.437500 Penalty: 8664.755859
	Iteration 43Q: 3 clusters Score -236967.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -236977.468750 Penalty: 8664.755859
	Iteration 44Q: 3 clusters Score -236977.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -236985.265625 Penalty: 8664.755859
	Iteration 45Q: 3 clusters Score -236985.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -237000.125000 Penalty: 8664.755859
	Iteration 46Q: 3 clusters Score -237000.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -237012.218750 Penalty: 8664.755859
	Iteration 47Q: 3 clusters Score -237012.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -237030.640625 Penalty: 8664.755859
	Iteration 48Q: 3 clusters Score -237030.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -237057.062500 Penalty: 8664.755859
	Iteration 49Q: 3 clusters Score -237057.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -237259.031250 Penalty: 8664.755859
	Iteration 50Q: 3 clusters Score -237259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -237935.437500 Penalty: 8664.755859
	Iteration 51Q: 3 clusters Score -237935.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -238528.640625 Penalty: 8664.755859
	Iteration 52Q: 3 clusters Score -238528.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -238904.734375 Penalty: 8664.755859
	Iteration 53Q: 3 clusters Score -238904.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -239185.234375 Penalty: 8664.755859
	Iteration 54Q: 3 clusters Score -239185.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -239432.968750 Penalty: 8664.755859
	Iteration 55Q: 3 clusters Score -239433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -239571.546875 Penalty: 8664.755859
	Iteration 56Q: 3 clusters Score -239571.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -239646.562500 Penalty: 8664.755859
	Iteration 57Q: 3 clusters Score -239646.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -239706.453125 Penalty: 8664.755859
	Iteration 58Q: 3 clusters Score -239706.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -239743.578125 Penalty: 8664.755859
	Iteration 59Q: 3 clusters Score -239743.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -239754.531250 Penalty: 8664.755859
	Iteration 60F: 3 clusters Score -239754.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -239759.125000 Penalty: 8664.755859
	Iteration 61Q: 3 clusters Score -239759.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -239759.125000 Penalty: 8664.755859
	Iteration 62F: 3 clusters Score -239759.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5593 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36864 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22540 members 
Mstep: Class 11 contains 126234 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7647 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 772 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34806 members 
Mstep: Class 26 contains 396 members 
Mstep: Class 27 contains 408 members 
Entering Unmasked Estep 
Score: -138271264.000000 Penalty: 220472.718750
Splitting cluster 19 changes total score from -138274768.000000 to -138271264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (10923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Entering Unmasked Estep 
Score: -2503385.750000 Penalty: 5695.408203
	Iteration 0F: 2 clusters Score -2503386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2492560.250000 Penalty: 11390.816406
	Iteration 0F: 3 clusters Score -2492560 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2494834.750000 Penalty: 11390.816406
	Iteration 1F: 3 clusters Score -2494835 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2495302.250000 Penalty: 11390.816406
	Iteration 2F: 3 clusters Score -2495302 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2495579.000000 Penalty: 11390.816406
	Iteration 3Q: 3 clusters Score -2495579 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2495745.000000 Penalty: 11390.816406
	Iteration 4Q: 3 clusters Score -2495745 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2495861.500000 Penalty: 11390.816406
	Iteration 5Q: 3 clusters Score -2495862 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2495954.500000 Penalty: 11390.816406
	Iteration 6Q: 3 clusters Score -2495954 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2496013.750000 Penalty: 11390.816406
	Iteration 7Q: 3 clusters Score -2496014 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2496066.000000 Penalty: 11390.816406
	Iteration 8Q: 3 clusters Score -2496066 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2496104.750000 Penalty: 11390.816406
	Iteration 9Q: 3 clusters Score -2496105 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2496135.000000 Penalty: 11390.816406
	Iteration 10Q: 3 clusters Score -2496135 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2496170.750000 Penalty: 11390.816406
	Iteration 11Q: 3 clusters Score -2496171 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2496185.000000 Penalty: 11390.816406
	Iteration 12Q: 3 clusters Score -2496185 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2496202.500000 Penalty: 11390.816406
	Iteration 13Q: 3 clusters Score -2496202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2496214.500000 Penalty: 11390.816406
	Iteration 14Q: 3 clusters Score -2496214 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2496244.250000 Penalty: 11390.816406
	Iteration 15Q: 3 clusters Score -2496244 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2496263.500000 Penalty: 11390.816406
	Iteration 16Q: 3 clusters Score -2496264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2496286.500000 Penalty: 11390.816406
	Iteration 17Q: 3 clusters Score -2496286 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2496313.500000 Penalty: 11390.816406
	Iteration 18Q: 3 clusters Score -2496314 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2496335.750000 Penalty: 11390.816406
	Iteration 19Q: 3 clusters Score -2496336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2496359.250000 Penalty: 11390.816406
	Iteration 20F: 3 clusters Score -2496359 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2496377.500000 Penalty: 11390.816406
	Iteration 21Q: 3 clusters Score -2496378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2496392.750000 Penalty: 11390.816406
	Iteration 22Q: 3 clusters Score -2496393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2496409.500000 Penalty: 11390.816406
	Iteration 23Q: 3 clusters Score -2496410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2496428.500000 Penalty: 11390.816406
	Iteration 24Q: 3 clusters Score -2496428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2496457.250000 Penalty: 11390.816406
	Iteration 25Q: 3 clusters Score -2496457 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2496474.500000 Penalty: 11390.816406
	Iteration 26Q: 3 clusters Score -2496474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2496490.000000 Penalty: 11390.816406
	Iteration 27Q: 3 clusters Score -2496490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2496514.500000 Penalty: 11390.816406
	Iteration 28Q: 3 clusters Score -2496514 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2496532.000000 Penalty: 11390.816406
	Iteration 29Q: 3 clusters Score -2496532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2496550.250000 Penalty: 11390.816406
	Iteration 30Q: 3 clusters Score -2496550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2496582.500000 Penalty: 11390.816406
	Iteration 31Q: 3 clusters Score -2496582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2496600.000000 Penalty: 11390.816406
	Iteration 32Q: 3 clusters Score -2496600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2496631.500000 Penalty: 11390.816406
	Iteration 33Q: 3 clusters Score -2496632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2496644.750000 Penalty: 11390.816406
	Iteration 34Q: 3 clusters Score -2496645 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2496663.250000 Penalty: 11390.816406
	Iteration 35Q: 3 clusters Score -2496663 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2496687.250000 Penalty: 11390.816406
	Iteration 36Q: 3 clusters Score -2496687 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2496704.750000 Penalty: 11390.816406
	Iteration 37Q: 3 clusters Score -2496705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2496718.000000 Penalty: 11390.816406
	Iteration 38Q: 3 clusters Score -2496718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2496731.500000 Penalty: 11390.816406
	Iteration 39Q: 3 clusters Score -2496732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2496745.250000 Penalty: 11390.816406
	Iteration 40F: 3 clusters Score -2496745 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2496769.250000 Penalty: 11390.816406
	Iteration 41Q: 3 clusters Score -2496769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2496775.750000 Penalty: 11390.816406
	Iteration 42Q: 3 clusters Score -2496776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2496805.000000 Penalty: 11390.816406
	Iteration 43Q: 3 clusters Score -2496805 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2496820.000000 Penalty: 11390.816406
	Iteration 44Q: 3 clusters Score -2496820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2496839.500000 Penalty: 11390.816406
	Iteration 45Q: 3 clusters Score -2496840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2496884.250000 Penalty: 11390.816406
	Iteration 46Q: 3 clusters Score -2496884 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2496908.000000 Penalty: 11390.816406
	Iteration 47Q: 3 clusters Score -2496908 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2496942.500000 Penalty: 11390.816406
	Iteration 48Q: 3 clusters Score -2496942 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2496986.000000 Penalty: 11390.816406
	Iteration 49Q: 3 clusters Score -2496986 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2497019.250000 Penalty: 11390.816406
	Iteration 50Q: 3 clusters Score -2497019 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2497067.250000 Penalty: 11390.816406
	Iteration 51Q: 3 clusters Score -2497067 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2497099.000000 Penalty: 11390.816406
	Iteration 52Q: 3 clusters Score -2497099 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2497154.000000 Penalty: 11390.816406
	Iteration 53Q: 3 clusters Score -2497154 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2497201.250000 Penalty: 11390.816406
	Iteration 54Q: 3 clusters Score -2497201 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2497242.750000 Penalty: 11390.816406
	Iteration 55Q: 3 clusters Score -2497243 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2497297.250000 Penalty: 11390.816406
	Iteration 56Q: 3 clusters Score -2497297 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2497339.500000 Penalty: 11390.816406
	Iteration 57Q: 3 clusters Score -2497340 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2497380.250000 Penalty: 11390.816406
	Iteration 58Q: 3 clusters Score -2497380 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2497418.000000 Penalty: 11390.816406
	Iteration 59Q: 3 clusters Score -2497418 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2497472.500000 Penalty: 11390.816406
	Iteration 60F: 3 clusters Score -2497472 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2497531.500000 Penalty: 11390.816406
	Iteration 61Q: 3 clusters Score -2497532 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2497586.500000 Penalty: 11390.816406
	Iteration 62Q: 3 clusters Score -2497586 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2497662.000000 Penalty: 11390.816406
	Iteration 63Q: 3 clusters Score -2497662 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2497755.500000 Penalty: 11390.816406
	Iteration 64Q: 3 clusters Score -2497756 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2497871.750000 Penalty: 11390.816406
	Iteration 65Q: 3 clusters Score -2497872 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2498044.000000 Penalty: 11390.816406
	Iteration 66Q: 3 clusters Score -2498044 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2498188.750000 Penalty: 11390.816406
	Iteration 67Q: 3 clusters Score -2498189 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2498308.000000 Penalty: 11390.816406
	Iteration 68Q: 3 clusters Score -2498308 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2498436.250000 Penalty: 11390.816406
	Iteration 69Q: 3 clusters Score -2498436 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2498539.750000 Penalty: 11390.816406
	Iteration 70Q: 3 clusters Score -2498540 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2498664.500000 Penalty: 11390.816406
	Iteration 71Q: 3 clusters Score -2498664 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2498744.500000 Penalty: 11390.816406
	Iteration 72Q: 3 clusters Score -2498744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2498778.750000 Penalty: 11390.816406
	Iteration 73Q: 3 clusters Score -2498779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2498804.500000 Penalty: 11390.816406
	Iteration 74Q: 3 clusters Score -2498804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2498825.000000 Penalty: 11390.816406
	Iteration 75Q: 3 clusters Score -2498825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2498848.000000 Penalty: 11390.816406
	Iteration 76Q: 3 clusters Score -2498848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2498862.000000 Penalty: 11390.816406
	Iteration 77Q: 3 clusters Score -2498862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2498875.500000 Penalty: 11390.816406
	Iteration 78Q: 3 clusters Score -2498876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2498878.750000 Penalty: 11390.816406
	Iteration 79Q: 3 clusters Score -2498879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2498885.500000 Penalty: 11390.816406
	Iteration 80F: 3 clusters Score -2498886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2498888.000000 Penalty: 11390.816406
	Iteration 81Q: 3 clusters Score -2498888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2498892.250000 Penalty: 11390.816406
	Iteration 82Q: 3 clusters Score -2498892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2498895.750000 Penalty: 11390.816406
	Iteration 83Q: 3 clusters Score -2498896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2498897.500000 Penalty: 11390.816406
	Iteration 84Q: 3 clusters Score -2498898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2498907.250000 Penalty: 11390.816406
	Iteration 85Q: 3 clusters Score -2498907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2498909.250000 Penalty: 11390.816406
	Iteration 86Q: 3 clusters Score -2498909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2498915.000000 Penalty: 11390.816406
	Iteration 87Q: 3 clusters Score -2498915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2498915.000000 Penalty: 11390.816406
	Iteration 88Q: 3 clusters Score -2498915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2498915.000000 Penalty: 11390.816406
	Iteration 89F: 3 clusters Score -2498915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Entering Unmasked Estep 
Score: -937773.812500 Penalty: 5129.366699
	Iteration 0F: 2 clusters Score -937773.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -931139.937500 Penalty: 10258.733398
	Iteration 0F: 3 clusters Score -931139.9 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -932205.125000 Penalty: 10258.733398
	Iteration 1F: 3 clusters Score -932205.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -932536.625000 Penalty: 10258.733398
	Iteration 2F: 3 clusters Score -932536.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -932731.812500 Penalty: 10258.733398
	Iteration 3Q: 3 clusters Score -932731.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -932899.937500 Penalty: 10258.733398
	Iteration 4Q: 3 clusters Score -932899.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -933039.562500 Penalty: 10258.733398
	Iteration 5Q: 3 clusters Score -933039.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -933135.500000 Penalty: 10258.733398
	Iteration 6Q: 3 clusters Score -933135.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -933221.000000 Penalty: 10258.733398
	Iteration 7Q: 3 clusters Score -933221 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -933295.187500 Penalty: 10258.733398
	Iteration 8Q: 3 clusters Score -933295.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -933359.437500 Penalty: 10258.733398
	Iteration 9Q: 3 clusters Score -933359.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -933413.500000 Penalty: 10258.733398
	Iteration 10Q: 3 clusters Score -933413.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -933473.187500 Penalty: 10258.733398
	Iteration 11Q: 3 clusters Score -933473.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -933536.000000 Penalty: 10258.733398
	Iteration 12Q: 3 clusters Score -933536 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -933601.687500 Penalty: 10258.733398
	Iteration 13Q: 3 clusters Score -933601.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -933647.062500 Penalty: 10258.733398
	Iteration 14Q: 3 clusters Score -933647.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -933698.562500 Penalty: 10258.733398
	Iteration 15Q: 3 clusters Score -933698.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -933745.687500 Penalty: 10258.733398
	Iteration 16Q: 3 clusters Score -933745.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -933783.187500 Penalty: 10258.733398
	Iteration 17Q: 3 clusters Score -933783.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -933821.437500 Penalty: 10258.733398
	Iteration 18Q: 3 clusters Score -933821.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -933866.187500 Penalty: 10258.733398
	Iteration 19Q: 3 clusters Score -933866.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -933898.250000 Penalty: 10258.733398
	Iteration 20F: 3 clusters Score -933898.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -933931.687500 Penalty: 10258.733398
	Iteration 21Q: 3 clusters Score -933931.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -933957.562500 Penalty: 10258.733398
	Iteration 22Q: 3 clusters Score -933957.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -933975.937500 Penalty: 10258.733398
	Iteration 23Q: 3 clusters Score -933975.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -933995.562500 Penalty: 10258.733398
	Iteration 24Q: 3 clusters Score -933995.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -934017.750000 Penalty: 10258.733398
	Iteration 25Q: 3 clusters Score -934017.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -934039.562500 Penalty: 10258.733398
	Iteration 26Q: 3 clusters Score -934039.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -934055.500000 Penalty: 10258.733398
	Iteration 27Q: 3 clusters Score -934055.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -934074.250000 Penalty: 10258.733398
	Iteration 28Q: 3 clusters Score -934074.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -934093.187500 Penalty: 10258.733398
	Iteration 29Q: 3 clusters Score -934093.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -934108.187500 Penalty: 10258.733398
	Iteration 30Q: 3 clusters Score -934108.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -934123.625000 Penalty: 10258.733398
	Iteration 31Q: 3 clusters Score -934123.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -934137.937500 Penalty: 10258.733398
	Iteration 32Q: 3 clusters Score -934137.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -934145.687500 Penalty: 10258.733398
	Iteration 33Q: 3 clusters Score -934145.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -934151.187500 Penalty: 10258.733398
	Iteration 34Q: 3 clusters Score -934151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -934156.250000 Penalty: 10258.733398
	Iteration 35Q: 3 clusters Score -934156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -934155.875000 Penalty: 10258.733398
	Iteration 36Q: 3 clusters Score -934155.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -934162.312500 Penalty: 10258.733398
	Iteration 37Q: 3 clusters Score -934162.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -934165.062500 Penalty: 10258.733398
	Iteration 38Q: 3 clusters Score -934165.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -934170.562500 Penalty: 10258.733398
	Iteration 39Q: 3 clusters Score -934170.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -934178.687500 Penalty: 10258.733398
	Iteration 40F: 3 clusters Score -934178.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -934184.937500 Penalty: 10258.733398
	Iteration 41Q: 3 clusters Score -934184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -934187.500000 Penalty: 10258.733398
	Iteration 42Q: 3 clusters Score -934187.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -934191.187500 Penalty: 10258.733398
	Iteration 43Q: 3 clusters Score -934191.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -934196.312500 Penalty: 10258.733398
	Iteration 44Q: 3 clusters Score -934196.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -934198.125000 Penalty: 10258.733398
	Iteration 45Q: 3 clusters Score -934198.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -934199.250000 Penalty: 10258.733398
	Iteration 46Q: 3 clusters Score -934199.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -934201.187500 Penalty: 10258.733398
	Iteration 47Q: 3 clusters Score -934201.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -934202.562500 Penalty: 10258.733398
	Iteration 48Q: 3 clusters Score -934202.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -934203.687500 Penalty: 10258.733398
	Iteration 49Q: 3 clusters Score -934203.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -934203.687500 Penalty: 10258.733398
	Iteration 50F: 3 clusters Score -934203.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -64285.218750 Penalty: 3586.231689
	Iteration 0F: 2 clusters Score -64285.22 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 188 members 
Entering Unmasked Estep 
Score: -61511.617188 Penalty: 7172.463379
	Iteration 0F: 3 clusters Score -61511.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61691.996094 Penalty: 7172.463379
	Iteration 1F: 3 clusters Score -61692 nChanged 4
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: -61716.699219 Penalty: 7172.463379
	Iteration 2Q: 3 clusters Score -61716.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61732.570312 Penalty: 7172.463379
	Iteration 3Q: 3 clusters Score -61732.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61732.570312 Penalty: 7172.463379
	Iteration 4F: 3 clusters Score -61732.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -62960.121094 Penalty: 3722.555908
	Iteration 0F: 2 clusters Score -62960.12 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 222 members 
Entering Unmasked Estep 
Score: -60220.093750 Penalty: 7445.111816
	Iteration 0F: 3 clusters Score -60220.09 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60667.808594 Penalty: 7445.111816
	Iteration 1F: 3 clusters Score -60667.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -61030.261719 Penalty: 7445.111816
	Iteration 2F: 3 clusters Score -61030.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -61274.781250 Penalty: 7445.111816
	Iteration 3F: 3 clusters Score -61274.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -61592.777344 Penalty: 7445.111816
	Iteration 4Q: 3 clusters Score -61592.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -61672.300781 Penalty: 7445.111816
	Iteration 5Q: 3 clusters Score -61672.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -61793.730469 Penalty: 7445.111816
	Iteration 6Q: 3 clusters Score -61793.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -61836.902344 Penalty: 7445.111816
	Iteration 7Q: 3 clusters Score -61836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -61892.777344 Penalty: 7445.111816
	Iteration 8Q: 3 clusters Score -61892.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -61892.777344 Penalty: 7445.111816
	Iteration 9F: 3 clusters Score -61892.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Entering Unmasked Estep 
Score: -6463939.000000 Penalty: 6271.012207
	Iteration 0F: 2 clusters Score -6463939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -6442426.000000 Penalty: 12542.024414
	Iteration 0F: 3 clusters Score -6442426 nChanged 11759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -6448755.000000 Penalty: 12542.024414
	Iteration 1F: 3 clusters Score -6448755 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -6449568.000000 Penalty: 12542.024414
	Iteration 2F: 3 clusters Score -6449568 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -6450107.500000 Penalty: 12542.024414
	Iteration 3Q: 3 clusters Score -6450108 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -6450611.500000 Penalty: 12542.024414
	Iteration 4Q: 3 clusters Score -6450612 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -6451082.500000 Penalty: 12542.024414
	Iteration 5Q: 3 clusters Score -6451082 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -6451506.000000 Penalty: 12542.024414
	Iteration 6Q: 3 clusters Score -6451506 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -6451971.000000 Penalty: 12542.024414
	Iteration 7Q: 3 clusters Score -6451971 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -6452450.000000 Penalty: 12542.024414
	Iteration 8Q: 3 clusters Score -6452450 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -6453009.000000 Penalty: 12542.024414
	Iteration 9Q: 3 clusters Score -6453009 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -6453601.500000 Penalty: 12542.024414
	Iteration 10Q: 3 clusters Score -6453602 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -6454314.000000 Penalty: 12542.024414
	Iteration 11Q: 3 clusters Score -6454314 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -6455040.000000 Penalty: 12542.024414
	Iteration 12Q: 3 clusters Score -6455040 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -6455771.500000 Penalty: 12542.024414
	Iteration 13Q: 3 clusters Score -6455772 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -6456352.000000 Penalty: 12542.024414
	Iteration 14Q: 3 clusters Score -6456352 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -6456858.500000 Penalty: 12542.024414
	Iteration 15Q: 3 clusters Score -6456858 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -6457277.500000 Penalty: 12542.024414
	Iteration 16Q: 3 clusters Score -6457278 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -6457591.500000 Penalty: 12542.024414
	Iteration 17Q: 3 clusters Score -6457592 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -6457844.500000 Penalty: 12542.024414
	Iteration 18Q: 3 clusters Score -6457844 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -6457987.000000 Penalty: 12542.024414
	Iteration 19Q: 3 clusters Score -6457987 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -6458106.500000 Penalty: 12542.024414
	Iteration 20F: 3 clusters Score -6458106 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -6458219.500000 Penalty: 12542.024414
	Iteration 21Q: 3 clusters Score -6458220 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -6458281.000000 Penalty: 12542.024414
	Iteration 22Q: 3 clusters Score -6458281 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -6458331.000000 Penalty: 12542.024414
	Iteration 23Q: 3 clusters Score -6458331 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -6458407.000000 Penalty: 12542.024414
	Iteration 24Q: 3 clusters Score -6458407 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -6458457.500000 Penalty: 12542.024414
	Iteration 25Q: 3 clusters Score -6458458 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -6458489.500000 Penalty: 12542.024414
	Iteration 26Q: 3 clusters Score -6458490 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -6458530.000000 Penalty: 12542.024414
	Iteration 27Q: 3 clusters Score -6458530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -6458538.500000 Penalty: 12542.024414
	Iteration 28Q: 3 clusters Score -6458538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -6458550.500000 Penalty: 12542.024414
	Iteration 29Q: 3 clusters Score -6458550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -6458567.000000 Penalty: 12542.024414
	Iteration 30Q: 3 clusters Score -6458567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -6458587.000000 Penalty: 12542.024414
	Iteration 31Q: 3 clusters Score -6458587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -6458591.500000 Penalty: 12542.024414
	Iteration 32Q: 3 clusters Score -6458592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -6458599.000000 Penalty: 12542.024414
	Iteration 33Q: 3 clusters Score -6458599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -6458602.000000 Penalty: 12542.024414
	Iteration 34Q: 3 clusters Score -6458602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -6458610.500000 Penalty: 12542.024414
	Iteration 35Q: 3 clusters Score -6458610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -6458624.000000 Penalty: 12542.024414
	Iteration 36Q: 3 clusters Score -6458624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -6458627.000000 Penalty: 12542.024414
	Iteration 37Q: 3 clusters Score -6458627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -6458625.500000 Penalty: 12542.024414
	Iteration 38Q: 3 clusters Score -6458626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -6458631.500000 Penalty: 12542.024414
	Iteration 39Q: 3 clusters Score -6458632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -6458631.000000 Penalty: 12542.024414
	Iteration 40F: 3 clusters Score -6458631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -6458639.000000 Penalty: 12542.024414
	Iteration 41Q: 3 clusters Score -6458639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -6458642.500000 Penalty: 12542.024414
	Iteration 42Q: 3 clusters Score -6458642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -6458649.500000 Penalty: 12542.024414
	Iteration 43Q: 3 clusters Score -6458650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -6458650.500000 Penalty: 12542.024414
	Iteration 44Q: 3 clusters Score -6458650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -6458652.500000 Penalty: 12542.024414
	Iteration 45Q: 3 clusters Score -6458652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -6458643.500000 Penalty: 12542.024414
	Iteration 46Q: 3 clusters Score -6458644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -6458646.500000 Penalty: 12542.024414
	Iteration 47Q: 3 clusters Score -6458646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -6458654.000000 Penalty: 12542.024414
	Iteration 48Q: 3 clusters Score -6458654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -6458654.000000 Penalty: 12542.024414
	Iteration 49F: 3 clusters Score -6458654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (34806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Entering Unmasked Estep 
Score: -7938957.500000 Penalty: 6405.246582
	Iteration 0F: 2 clusters Score -7938958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -7913090.500000 Penalty: 12810.493164
	Iteration 0F: 3 clusters Score -7913090 nChanged 14851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -7920830.000000 Penalty: 12810.493164
	Iteration 1F: 3 clusters Score -7920830 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -7921500.500000 Penalty: 12810.493164
	Iteration 2F: 3 clusters Score -7921500 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -7922011.000000 Penalty: 12810.493164
	Iteration 3Q: 3 clusters Score -7922011 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -7922412.000000 Penalty: 12810.493164
	Iteration 4Q: 3 clusters Score -7922412 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -7922735.500000 Penalty: 12810.493164
	Iteration 5Q: 3 clusters Score -7922736 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -7923048.000000 Penalty: 12810.493164
	Iteration 6Q: 3 clusters Score -7923048 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -7923361.500000 Penalty: 12810.493164
	Iteration 7Q: 3 clusters Score -7923362 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -7923832.000000 Penalty: 12810.493164
	Iteration 8Q: 3 clusters Score -7923832 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -7924584.500000 Penalty: 12810.493164
	Iteration 9Q: 3 clusters Score -7924584 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -7925496.000000 Penalty: 12810.493164
	Iteration 10Q: 3 clusters Score -7925496 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -7926491.500000 Penalty: 12810.493164
	Iteration 11Q: 3 clusters Score -7926492 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -7927491.000000 Penalty: 12810.493164
	Iteration 12Q: 3 clusters Score -7927491 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -7928429.000000 Penalty: 12810.493164
	Iteration 13Q: 3 clusters Score -7928429 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -7929368.000000 Penalty: 12810.493164
	Iteration 14Q: 3 clusters Score -7929368 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -7930166.000000 Penalty: 12810.493164
	Iteration 15Q: 3 clusters Score -7930166 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -7930794.000000 Penalty: 12810.493164
	Iteration 16Q: 3 clusters Score -7930794 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -7931310.000000 Penalty: 12810.493164
	Iteration 17Q: 3 clusters Score -7931310 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -7931661.000000 Penalty: 12810.493164
	Iteration 18Q: 3 clusters Score -7931661 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -7931924.500000 Penalty: 12810.493164
	Iteration 19Q: 3 clusters Score -7931924 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -7932109.500000 Penalty: 12810.493164
	Iteration 20F: 3 clusters Score -7932110 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -7932272.500000 Penalty: 12810.493164
	Iteration 21Q: 3 clusters Score -7932272 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -7932423.500000 Penalty: 12810.493164
	Iteration 22Q: 3 clusters Score -7932424 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -7932547.500000 Penalty: 12810.493164
	Iteration 23Q: 3 clusters Score -7932548 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -7932659.500000 Penalty: 12810.493164
	Iteration 24Q: 3 clusters Score -7932660 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -7932744.000000 Penalty: 12810.493164
	Iteration 25Q: 3 clusters Score -7932744 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -7932809.000000 Penalty: 12810.493164
	Iteration 26Q: 3 clusters Score -7932809 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -7932948.500000 Penalty: 12810.493164
	Iteration 27Q: 3 clusters Score -7932948 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -7933081.500000 Penalty: 12810.493164
	Iteration 28Q: 3 clusters Score -7933082 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -7933148.000000 Penalty: 12810.493164
	Iteration 29Q: 3 clusters Score -7933148 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -7933232.000000 Penalty: 12810.493164
	Iteration 30Q: 3 clusters Score -7933232 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -7933299.000000 Penalty: 12810.493164
	Iteration 31Q: 3 clusters Score -7933299 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -7933346.500000 Penalty: 12810.493164
	Iteration 32Q: 3 clusters Score -7933346 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -7933427.000000 Penalty: 12810.493164
	Iteration 33Q: 3 clusters Score -7933427 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -7933462.000000 Penalty: 12810.493164
	Iteration 34Q: 3 clusters Score -7933462 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -7933520.000000 Penalty: 12810.493164
	Iteration 35Q: 3 clusters Score -7933520 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -7933591.000000 Penalty: 12810.493164
	Iteration 36Q: 3 clusters Score -7933591 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -7933655.000000 Penalty: 12810.493164
	Iteration 37Q: 3 clusters Score -7933655 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -7933762.000000 Penalty: 12810.493164
	Iteration 38Q: 3 clusters Score -7933762 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -7933836.500000 Penalty: 12810.493164
	Iteration 39Q: 3 clusters Score -7933836 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -7933916.000000 Penalty: 12810.493164
	Iteration 40F: 3 clusters Score -7933916 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -7934013.500000 Penalty: 12810.493164
	Iteration 41Q: 3 clusters Score -7934014 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -7934103.500000 Penalty: 12810.493164
	Iteration 42Q: 3 clusters Score -7934104 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -7934236.000000 Penalty: 12810.493164
	Iteration 43Q: 3 clusters Score -7934236 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -7934378.000000 Penalty: 12810.493164
	Iteration 44Q: 3 clusters Score -7934378 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -7934497.500000 Penalty: 12810.493164
	Iteration 45Q: 3 clusters Score -7934498 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -7934622.000000 Penalty: 12810.493164
	Iteration 46Q: 3 clusters Score -7934622 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -7934715.500000 Penalty: 12810.493164
	Iteration 47Q: 3 clusters Score -7934716 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -7934786.000000 Penalty: 12810.493164
	Iteration 48Q: 3 clusters Score -7934786 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -7934849.500000 Penalty: 12810.493164
	Iteration 49Q: 3 clusters Score -7934850 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -7934911.500000 Penalty: 12810.493164
	Iteration 50Q: 3 clusters Score -7934912 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -7934932.500000 Penalty: 12810.493164
	Iteration 51Q: 3 clusters Score -7934932 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -7934996.000000 Penalty: 12810.493164
	Iteration 52Q: 3 clusters Score -7934996 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -7935028.500000 Penalty: 12810.493164
	Iteration 53Q: 3 clusters Score -7935028 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -7935044.500000 Penalty: 12810.493164
	Iteration 54Q: 3 clusters Score -7935044 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -7935043.500000 Penalty: 12810.493164
	Iteration 55Q: 3 clusters Score -7935044 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -7935079.500000 Penalty: 12810.493164
	Iteration 56Q: 3 clusters Score -7935080 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -7935096.500000 Penalty: 12810.493164
	Iteration 57Q: 3 clusters Score -7935096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -7935095.000000 Penalty: 12810.493164
	Iteration 58Q: 3 clusters Score -7935095 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -7935115.000000 Penalty: 12810.493164
	Iteration 59Q: 3 clusters Score -7935115 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -7935108.500000 Penalty: 12810.493164
	Iteration 60F: 3 clusters Score -7935108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -7935130.000000 Penalty: 12810.493164
	Iteration 61Q: 3 clusters Score -7935130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -7935153.500000 Penalty: 12810.493164
	Iteration 62Q: 3 clusters Score -7935154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -7935156.500000 Penalty: 12810.493164
	Iteration 63Q: 3 clusters Score -7935156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -7935170.000000 Penalty: 12810.493164
	Iteration 64Q: 3 clusters Score -7935170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -7935171.000000 Penalty: 12810.493164
	Iteration 65Q: 3 clusters Score -7935171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -7935160.500000 Penalty: 12810.493164
	Iteration 66Q: 3 clusters Score -7935160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -7935177.500000 Penalty: 12810.493164
	Iteration 67Q: 3 clusters Score -7935178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -7935186.000000 Penalty: 12810.493164
	Iteration 68Q: 3 clusters Score -7935186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -7935187.500000 Penalty: 12810.493164
	Iteration 69Q: 3 clusters Score -7935188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -7935174.000000 Penalty: 12810.493164
	Iteration 70Q: 3 clusters Score -7935174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -7935185.500000 Penalty: 12810.493164
	Iteration 71Q: 3 clusters Score -7935186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -7935178.000000 Penalty: 12810.493164
	Iteration 72Q: 3 clusters Score -7935178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -7935177.000000 Penalty: 12810.493164
	Iteration 73Q: 3 clusters Score -7935177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -7935199.500000 Penalty: 12810.493164
	Iteration 74Q: 3 clusters Score -7935200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -7935192.500000 Penalty: 12810.493164
	Iteration 75Q: 3 clusters Score -7935192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -7935192.000000 Penalty: 12810.493164
	Iteration 76Q: 3 clusters Score -7935192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -7935197.500000 Penalty: 12810.493164
	Iteration 77Q: 3 clusters Score -7935198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -7935193.000000 Penalty: 12810.493164
	Iteration 78Q: 3 clusters Score -7935193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -7935202.000000 Penalty: 12810.493164
	Iteration 79Q: 3 clusters Score -7935202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -7935216.000000 Penalty: 12810.493164
	Iteration 80F: 3 clusters Score -7935216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -7935214.500000 Penalty: 12810.493164
	Iteration 81Q: 3 clusters Score -7935214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -7935211.500000 Penalty: 12810.493164
	Iteration 82Q: 3 clusters Score -7935212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -7935201.000000 Penalty: 12810.493164
	Iteration 83Q: 3 clusters Score -7935201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -7935212.000000 Penalty: 12810.493164
	Iteration 84Q: 3 clusters Score -7935212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -7935210.500000 Penalty: 12810.493164
	Iteration 85Q: 3 clusters Score -7935210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -7935206.500000 Penalty: 12810.493164
	Iteration 86Q: 3 clusters Score -7935206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -7935205.500000 Penalty: 12810.493164
	Iteration 87Q: 3 clusters Score -7935206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -7935213.000000 Penalty: 12810.493164
	Iteration 88Q: 3 clusters Score -7935213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -7935200.000000 Penalty: 12810.493164
	Iteration 89Q: 3 clusters Score -7935200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -7935204.500000 Penalty: 12810.493164
	Iteration 90Q: 3 clusters Score -7935204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -7935205.000000 Penalty: 12810.493164
	Iteration 91Q: 3 clusters Score -7935205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -7935207.500000 Penalty: 12810.493164
	Iteration 92Q: 3 clusters Score -7935208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -7935207.500000 Penalty: 12810.493164
	Iteration 93F: 3 clusters Score -7935208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -78766.234375 Penalty: 3663.616211
	Iteration 0F: 2 clusters Score -78766.23 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 207 members 
Entering Unmasked Estep 
Score: -75733.015625 Penalty: 7327.232422
	Iteration 0F: 3 clusters Score -75733.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -75937.484375 Penalty: 7327.232422
	Iteration 1Q: 3 clusters Score -75937.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -76066.039062 Penalty: 7327.232422
	Iteration 2Q: 3 clusters Score -76066.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -76103.570312 Penalty: 7327.232422
	Iteration 3Q: 3 clusters Score -76103.57 nChanged 3
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: -76120.968750 Penalty: 7327.232422
	Iteration 4Q: 3 clusters Score -76120.97 nChanged 0
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: -76120.968750 Penalty: 7327.232422
	Iteration 5F: 3 clusters Score -76120.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5593 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36864 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22540 members 
Mstep: Class 11 contains 126234 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7647 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34806 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274752.000000 Penalty: 212307.062500
Iteration 159Q: 27 clusters Score -1.382748e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5593 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36865 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22540 members 
Mstep: Class 11 contains 126233 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7647 members 
Mstep: Class 14 contains 11471 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34807 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274784.000000 Penalty: 212307.062500
Iteration 160F: 27 clusters Score -1.382748e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5593 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36865 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22540 members 
Mstep: Class 11 contains 126233 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7646 members 
Mstep: Class 14 contains 11470 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34809 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274816.000000 Penalty: 212307.062500
Iteration 161Q: 27 clusters Score -1.382748e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5593 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36865 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22540 members 
Mstep: Class 11 contains 126233 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7645 members 
Mstep: Class 14 contains 11470 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34810 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274800.000000 Penalty: 212307.062500
Iteration 162Q: 27 clusters Score -1.382748e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 169965 members 
Mstep: Class 4 contains 5593 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36865 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 22540 members 
Mstep: Class 11 contains 126233 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 7645 members 
Mstep: Class 14 contains 11470 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 34810 members 
Mstep: Class 26 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274800.000000 Penalty: 212307.062500
Iteration 163F: 27 clusters Score -1.382748e+08 nChanged 0
Entering ConstructFrom: 
Score: -138274800.000000 Penalty: 212307.062500
Entering ConstructFrom: 
Trying to split cluster 1 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -85002.812500 Penalty: 3870.368164
	Iteration 0F: 2 clusters Score -85002.81 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 283 members 
Entering Unmasked Estep 
Score: -81856.359375 Penalty: 7740.736328
	Iteration 0F: 3 clusters Score -81856.36 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82278.046875 Penalty: 7740.736328
	Iteration 1F: 3 clusters Score -82278.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -82435.132812 Penalty: 7740.736328
	Iteration 2Q: 3 clusters Score -82435.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82571.406250 Penalty: 7740.736328
	Iteration 3Q: 3 clusters Score -82571.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82710.585938 Penalty: 7740.736328
	Iteration 4Q: 3 clusters Score -82710.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82772.140625 Penalty: 7740.736328
	Iteration 5Q: 3 clusters Score -82772.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -82873.453125 Penalty: 7740.736328
	Iteration 6Q: 3 clusters Score -82873.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -82926.765625 Penalty: 7740.736328
	Iteration 7Q: 3 clusters Score -82926.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -83043.921875 Penalty: 7740.736328
	Iteration 8Q: 3 clusters Score -83043.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -83082.164062 Penalty: 7740.736328
	Iteration 9Q: 3 clusters Score -83082.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -83105.546875 Penalty: 7740.736328
	Iteration 10Q: 3 clusters Score -83105.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -83112.632812 Penalty: 7740.736328
	Iteration 11Q: 3 clusters Score -83112.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -83115.546875 Penalty: 7740.736328
	Iteration 12Q: 3 clusters Score -83115.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -83116.843750 Penalty: 7740.736328
	Iteration 13F: 3 clusters Score -83116.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -83160.078125 Penalty: 7740.736328
	Iteration 14Q: 3 clusters Score -83160.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -83168.945312 Penalty: 7740.736328
	Iteration 15Q: 3 clusters Score -83168.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -83176.687500 Penalty: 7740.736328
	Iteration 16Q: 3 clusters Score -83176.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83183.664062 Penalty: 7740.736328
	Iteration 17Q: 3 clusters Score -83183.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -83195.218750 Penalty: 7740.736328
	Iteration 18Q: 3 clusters Score -83195.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83200.117188 Penalty: 7740.736328
	Iteration 19Q: 3 clusters Score -83200.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -83206.765625 Penalty: 7740.736328
	Iteration 20F: 3 clusters Score -83206.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83244.078125 Penalty: 7740.736328
	Iteration 21Q: 3 clusters Score -83244.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -83275.804688 Penalty: 7740.736328
	Iteration 22Q: 3 clusters Score -83275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83284.531250 Penalty: 7740.736328
	Iteration 23Q: 3 clusters Score -83284.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83294.718750 Penalty: 7740.736328
	Iteration 24Q: 3 clusters Score -83294.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83303.875000 Penalty: 7740.736328
	Iteration 25Q: 3 clusters Score -83303.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83313.812500 Penalty: 7740.736328
	Iteration 26Q: 3 clusters Score -83313.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83345.992188 Penalty: 7740.736328
	Iteration 27Q: 3 clusters Score -83345.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -83398.484375 Penalty: 7740.736328
	Iteration 28Q: 3 clusters Score -83398.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -83423.125000 Penalty: 7740.736328
	Iteration 29Q: 3 clusters Score -83423.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -83460.390625 Penalty: 7740.736328
	Iteration 30Q: 3 clusters Score -83460.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83482.164062 Penalty: 7740.736328
	Iteration 31Q: 3 clusters Score -83482.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -83511.695312 Penalty: 7740.736328
	Iteration 32Q: 3 clusters Score -83511.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -83611.125000 Penalty: 7740.736328
	Iteration 33Q: 3 clusters Score -83611.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -83694.632812 Penalty: 7740.736328
	Iteration 34Q: 3 clusters Score -83694.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -83770.835938 Penalty: 7740.736328
	Iteration 35Q: 3 clusters Score -83770.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -83800.015625 Penalty: 7740.736328
	Iteration 36Q: 3 clusters Score -83800.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -83832.453125 Penalty: 7740.736328
	Iteration 37Q: 3 clusters Score -83832.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83849.976562 Penalty: 7740.736328
	Iteration 38Q: 3 clusters Score -83849.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83864.054688 Penalty: 7740.736328
	Iteration 39Q: 3 clusters Score -83864.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -83882.421875 Penalty: 7740.736328
	Iteration 40F: 3 clusters Score -83882.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -83927.562500 Penalty: 7740.736328
	Iteration 41Q: 3 clusters Score -83927.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -83969.359375 Penalty: 7740.736328
	Iteration 42Q: 3 clusters Score -83969.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -84057.492188 Penalty: 7740.736328
	Iteration 43Q: 3 clusters Score -84057.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -84096.179688 Penalty: 7740.736328
	Iteration 44Q: 3 clusters Score -84096.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -84162.148438 Penalty: 7740.736328
	Iteration 45Q: 3 clusters Score -84162.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -84289.757812 Penalty: 7740.736328
	Iteration 46Q: 3 clusters Score -84289.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -84378.921875 Penalty: 7740.736328
	Iteration 47Q: 3 clusters Score -84378.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -84389.656250 Penalty: 7740.736328
	Iteration 48Q: 3 clusters Score -84389.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -84410.015625 Penalty: 7740.736328
	Iteration 49Q: 3 clusters Score -84410.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -84445.734375 Penalty: 7740.736328
	Iteration 50Q: 3 clusters Score -84445.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -84457.304688 Penalty: 7740.736328
	Iteration 51Q: 3 clusters Score -84457.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -84459.585938 Penalty: 7740.736328
	Iteration 52Q: 3 clusters Score -84459.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -84459.585938 Penalty: 7740.736328
	Iteration 53F: 3 clusters Score -84459.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (30409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Entering Unmasked Estep 
Score: -6794946.500000 Penalty: 6322.527344
	Iteration 0F: 2 clusters Score -6794946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -6771855.000000 Penalty: 12645.054688
	Iteration 0F: 3 clusters Score -6771855 nChanged 12766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -6778622.000000 Penalty: 12645.054688
	Iteration 1F: 3 clusters Score -6778622 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -6779288.500000 Penalty: 12645.054688
	Iteration 2F: 3 clusters Score -6779288 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -6779843.000000 Penalty: 12645.054688
	Iteration 3Q: 3 clusters Score -6779843 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -6780385.500000 Penalty: 12645.054688
	Iteration 4Q: 3 clusters Score -6780386 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -6781152.500000 Penalty: 12645.054688
	Iteration 5Q: 3 clusters Score -6781152 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -6782233.500000 Penalty: 12645.054688
	Iteration 6Q: 3 clusters Score -6782234 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -6783532.500000 Penalty: 12645.054688
	Iteration 7F: 3 clusters Score -6783532 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -6784993.500000 Penalty: 12645.054688
	Iteration 8F: 3 clusters Score -6784994 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -6786659.000000 Penalty: 12645.054688
	Iteration 9F: 3 clusters Score -6786659 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -6788237.000000 Penalty: 12645.054688
	Iteration 10F: 3 clusters Score -6788237 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -6789537.000000 Penalty: 12645.054688
	Iteration 11F: 3 clusters Score -6789537 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -6790501.500000 Penalty: 12645.054688
	Iteration 12Q: 3 clusters Score -6790502 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -6791048.000000 Penalty: 12645.054688
	Iteration 13Q: 3 clusters Score -6791048 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -6791330.000000 Penalty: 12645.054688
	Iteration 14Q: 3 clusters Score -6791330 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -6791524.000000 Penalty: 12645.054688
	Iteration 15Q: 3 clusters Score -6791524 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -6791630.500000 Penalty: 12645.054688
	Iteration 16Q: 3 clusters Score -6791630 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -6791731.500000 Penalty: 12645.054688
	Iteration 17Q: 3 clusters Score -6791732 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -6791774.500000 Penalty: 12645.054688
	Iteration 18Q: 3 clusters Score -6791774 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -6791834.000000 Penalty: 12645.054688
	Iteration 19Q: 3 clusters Score -6791834 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -6791897.500000 Penalty: 12645.054688
	Iteration 20F: 3 clusters Score -6791898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -6791958.000000 Penalty: 12645.054688
	Iteration 21Q: 3 clusters Score -6791958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -6792000.500000 Penalty: 12645.054688
	Iteration 22Q: 3 clusters Score -6792000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -6792059.500000 Penalty: 12645.054688
	Iteration 23Q: 3 clusters Score -6792060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -6792064.500000 Penalty: 12645.054688
	Iteration 24Q: 3 clusters Score -6792064 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -6792085.000000 Penalty: 12645.054688
	Iteration 25Q: 3 clusters Score -6792085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -6792105.500000 Penalty: 12645.054688
	Iteration 26Q: 3 clusters Score -6792106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -6792123.500000 Penalty: 12645.054688
	Iteration 27Q: 3 clusters Score -6792124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6792146.000000 Penalty: 12645.054688
	Iteration 28Q: 3 clusters Score -6792146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6792142.500000 Penalty: 12645.054688
	Iteration 29Q: 3 clusters Score -6792142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6792145.000000 Penalty: 12645.054688
	Iteration 30Q: 3 clusters Score -6792145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6792150.500000 Penalty: 12645.054688
	Iteration 31Q: 3 clusters Score -6792150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6792148.500000 Penalty: 12645.054688
	Iteration 32Q: 3 clusters Score -6792148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6792156.000000 Penalty: 12645.054688
	Iteration 33Q: 3 clusters Score -6792156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6792155.500000 Penalty: 12645.054688
	Iteration 34Q: 3 clusters Score -6792156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6792165.500000 Penalty: 12645.054688
	Iteration 35Q: 3 clusters Score -6792166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6792163.500000 Penalty: 12645.054688
	Iteration 36Q: 3 clusters Score -6792164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6792158.500000 Penalty: 12645.054688
	Iteration 37Q: 3 clusters Score -6792158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6792157.000000 Penalty: 12645.054688
	Iteration 38Q: 3 clusters Score -6792157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6792160.000000 Penalty: 12645.054688
	Iteration 39Q: 3 clusters Score -6792160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6792165.000000 Penalty: 12645.054688
	Iteration 40F: 3 clusters Score -6792165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6792171.500000 Penalty: 12645.054688
	Iteration 41Q: 3 clusters Score -6792172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6792167.000000 Penalty: 12645.054688
	Iteration 42Q: 3 clusters Score -6792167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6792167.000000 Penalty: 12645.054688
	Iteration 43F: 3 clusters Score -6792167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (169965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169965 members 
Entering Unmasked Estep 
Score: -38458376.000000 Penalty: 7376.550293
	Iteration 0F: 2 clusters Score -3.845838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85314 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -38344784.000000 Penalty: 14753.100586
	Iteration 0F: 3 clusters Score -3.834478e+07 nChanged 79265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88293 members 
Mstep: Class 2 contains 81672 members 
Entering Unmasked Estep 
Score: -38388292.000000 Penalty: 14753.100586
	Iteration 1F: 3 clusters Score -3.838829e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -38389476.000000 Penalty: 14753.100586
	Iteration 2Q: 3 clusters Score -3.838948e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93406 members 
Mstep: Class 2 contains 76559 members 
Entering Unmasked Estep 
Score: -38391008.000000 Penalty: 14753.100586
	Iteration 3Q: 3 clusters Score -3.839101e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97897 members 
Mstep: Class 2 contains 72068 members 
Entering Unmasked Estep 
Score: -38392780.000000 Penalty: 14753.100586
	Iteration 4Q: 3 clusters Score -3.839278e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104453 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -38395840.000000 Penalty: 14753.100586
	Iteration 5Q: 3 clusters Score -3.839584e+07 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113816 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -38401480.000000 Penalty: 14753.100586
	Iteration 6F: 3 clusters Score -3.840148e+07 nChanged 12607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126351 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -38410360.000000 Penalty: 14753.100586
	Iteration 7F: 3 clusters Score -3.841036e+07 nChanged 15007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141344 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -38423816.000000 Penalty: 14753.100586
	Iteration 8F: 3 clusters Score -3.842382e+07 nChanged 14097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155441 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -38437804.000000 Penalty: 14753.100586
	Iteration 9F: 3 clusters Score -3.84378e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164410 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -38446660.000000 Penalty: 14753.100586
	Iteration 10F: 3 clusters Score -3.844666e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168006 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -38450068.000000 Penalty: 14753.100586
	Iteration 11Q: 3 clusters Score -3.845007e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169003 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -38451132.000000 Penalty: 14753.100586
	Iteration 12Q: 3 clusters Score -3.845113e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169272 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -38451472.000000 Penalty: 14753.100586
	Iteration 13Q: 3 clusters Score -3.845147e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169366 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -38451604.000000 Penalty: 14753.100586
	Iteration 14Q: 3 clusters Score -3.84516e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169412 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -38451624.000000 Penalty: 14753.100586
	Iteration 15Q: 3 clusters Score -3.845162e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169438 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -38451704.000000 Penalty: 14753.100586
	Iteration 16Q: 3 clusters Score -3.84517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169447 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -38451720.000000 Penalty: 14753.100586
	Iteration 17Q: 3 clusters Score -3.845172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169454 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -38451744.000000 Penalty: 14753.100586
	Iteration 18Q: 3 clusters Score -3.845174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169456 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -38451756.000000 Penalty: 14753.100586
	Iteration 19Q: 3 clusters Score -3.845176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169460 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -38451756.000000 Penalty: 14753.100586
	Iteration 20F: 3 clusters Score -3.845176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169465 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -38451764.000000 Penalty: 14753.100586
	Iteration 21Q: 3 clusters Score -3.845176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169471 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -38451796.000000 Penalty: 14753.100586
	Iteration 22Q: 3 clusters Score -3.84518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169474 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -38451760.000000 Penalty: 14753.100586
	Iteration 23Q: 3 clusters Score -3.845176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169478 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -38451756.000000 Penalty: 14753.100586
	Iteration 24Q: 3 clusters Score -3.845176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169481 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -38451768.000000 Penalty: 14753.100586
	Iteration 25Q: 3 clusters Score -3.845177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169482 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -38451788.000000 Penalty: 14753.100586
	Iteration 26Q: 3 clusters Score -3.845179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169484 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -38451788.000000 Penalty: 14753.100586
	Iteration 27Q: 3 clusters Score -3.845179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169484 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -38451788.000000 Penalty: 14753.100586
	Iteration 28F: 3 clusters Score -3.845179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Entering Unmasked Estep 
Score: -1225700.500000 Penalty: 5285.428711
	Iteration 0F: 2 clusters Score -1225700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1218221.750000 Penalty: 10570.857422
	Iteration 0F: 3 clusters Score -1218222 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1219443.625000 Penalty: 10570.857422
	Iteration 1F: 3 clusters Score -1219444 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1219762.250000 Penalty: 10570.857422
	Iteration 2F: 3 clusters Score -1219762 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1219941.000000 Penalty: 10570.857422
	Iteration 3Q: 3 clusters Score -1219941 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1220067.250000 Penalty: 10570.857422
	Iteration 4Q: 3 clusters Score -1220067 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1220151.375000 Penalty: 10570.857422
	Iteration 5Q: 3 clusters Score -1220151 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1220199.250000 Penalty: 10570.857422
	Iteration 6Q: 3 clusters Score -1220199 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1220242.500000 Penalty: 10570.857422
	Iteration 7Q: 3 clusters Score -1220242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1220282.125000 Penalty: 10570.857422
	Iteration 8Q: 3 clusters Score -1220282 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1220324.875000 Penalty: 10570.857422
	Iteration 9Q: 3 clusters Score -1220325 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1220369.375000 Penalty: 10570.857422
	Iteration 10Q: 3 clusters Score -1220369 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1220409.625000 Penalty: 10570.857422
	Iteration 11Q: 3 clusters Score -1220410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1220447.000000 Penalty: 10570.857422
	Iteration 12Q: 3 clusters Score -1220447 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1220486.125000 Penalty: 10570.857422
	Iteration 13Q: 3 clusters Score -1220486 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1220520.625000 Penalty: 10570.857422
	Iteration 14Q: 3 clusters Score -1220521 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1220554.000000 Penalty: 10570.857422
	Iteration 15Q: 3 clusters Score -1220554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1220586.250000 Penalty: 10570.857422
	Iteration 16Q: 3 clusters Score -1220586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1220618.875000 Penalty: 10570.857422
	Iteration 17Q: 3 clusters Score -1220619 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1220651.875000 Penalty: 10570.857422
	Iteration 18Q: 3 clusters Score -1220652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1220678.625000 Penalty: 10570.857422
	Iteration 19Q: 3 clusters Score -1220679 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1220707.000000 Penalty: 10570.857422
	Iteration 20F: 3 clusters Score -1220707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1220724.125000 Penalty: 10570.857422
	Iteration 21Q: 3 clusters Score -1220724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1220753.000000 Penalty: 10570.857422
	Iteration 22Q: 3 clusters Score -1220753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1220768.750000 Penalty: 10570.857422
	Iteration 23Q: 3 clusters Score -1220769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1220784.750000 Penalty: 10570.857422
	Iteration 24Q: 3 clusters Score -1220785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1220800.250000 Penalty: 10570.857422
	Iteration 25Q: 3 clusters Score -1220800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1220812.500000 Penalty: 10570.857422
	Iteration 26Q: 3 clusters Score -1220812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1220832.875000 Penalty: 10570.857422
	Iteration 27Q: 3 clusters Score -1220833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1220851.750000 Penalty: 10570.857422
	Iteration 28Q: 3 clusters Score -1220852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1220869.125000 Penalty: 10570.857422
	Iteration 29Q: 3 clusters Score -1220869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1220880.375000 Penalty: 10570.857422
	Iteration 30Q: 3 clusters Score -1220880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1220894.000000 Penalty: 10570.857422
	Iteration 31Q: 3 clusters Score -1220894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1220912.625000 Penalty: 10570.857422
	Iteration 32Q: 3 clusters Score -1220913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1220933.750000 Penalty: 10570.857422
	Iteration 33Q: 3 clusters Score -1220934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1220954.625000 Penalty: 10570.857422
	Iteration 34Q: 3 clusters Score -1220955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1220972.250000 Penalty: 10570.857422
	Iteration 35Q: 3 clusters Score -1220972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1221007.125000 Penalty: 10570.857422
	Iteration 36Q: 3 clusters Score -1221007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1221029.125000 Penalty: 10570.857422
	Iteration 37Q: 3 clusters Score -1221029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1221049.125000 Penalty: 10570.857422
	Iteration 38Q: 3 clusters Score -1221049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1221057.375000 Penalty: 10570.857422
	Iteration 39Q: 3 clusters Score -1221057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1221071.375000 Penalty: 10570.857422
	Iteration 40F: 3 clusters Score -1221071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1221080.625000 Penalty: 10570.857422
	Iteration 41Q: 3 clusters Score -1221081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1221093.875000 Penalty: 10570.857422
	Iteration 42Q: 3 clusters Score -1221094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1221110.000000 Penalty: 10570.857422
	Iteration 43Q: 3 clusters Score -1221110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1221121.875000 Penalty: 10570.857422
	Iteration 44Q: 3 clusters Score -1221122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1221136.625000 Penalty: 10570.857422
	Iteration 45Q: 3 clusters Score -1221137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1221144.250000 Penalty: 10570.857422
	Iteration 46Q: 3 clusters Score -1221144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1221152.750000 Penalty: 10570.857422
	Iteration 47Q: 3 clusters Score -1221153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1221158.875000 Penalty: 10570.857422
	Iteration 48Q: 3 clusters Score -1221159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1221171.750000 Penalty: 10570.857422
	Iteration 49Q: 3 clusters Score -1221172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1221173.875000 Penalty: 10570.857422
	Iteration 50Q: 3 clusters Score -1221174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1221180.375000 Penalty: 10570.857422
	Iteration 51Q: 3 clusters Score -1221180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1221184.000000 Penalty: 10570.857422
	Iteration 52Q: 3 clusters Score -1221184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1221185.250000 Penalty: 10570.857422
	Iteration 53Q: 3 clusters Score -1221185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1221184.500000 Penalty: 10570.857422
	Iteration 54Q: 3 clusters Score -1221184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1221184.500000 Penalty: 10570.857422
	Iteration 55F: 3 clusters Score -1221184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -233091.421875 Penalty: 4308.562500
	Iteration 0F: 2 clusters Score -233091.4 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 568 members 
Entering Unmasked Estep 
Score: -228859.109375 Penalty: 8617.125000
	Iteration 0F: 3 clusters Score -228859.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -229327.718750 Penalty: 8617.125000
	Iteration 1F: 3 clusters Score -229327.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -229535.875000 Penalty: 8617.125000
	Iteration 2F: 3 clusters Score -229535.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -229665.703125 Penalty: 8617.125000
	Iteration 3Q: 3 clusters Score -229665.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -229809.921875 Penalty: 8617.125000
	Iteration 4Q: 3 clusters Score -229809.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -229932.046875 Penalty: 8617.125000
	Iteration 5Q: 3 clusters Score -229932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -230024.937500 Penalty: 8617.125000
	Iteration 6Q: 3 clusters Score -230024.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -230085.093750 Penalty: 8617.125000
	Iteration 7Q: 3 clusters Score -230085.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -230153.750000 Penalty: 8617.125000
	Iteration 8Q: 3 clusters Score -230153.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -230305.359375 Penalty: 8617.125000
	Iteration 9Q: 3 clusters Score -230305.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -230628.000000 Penalty: 8617.125000
	Iteration 10Q: 3 clusters Score -230628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -231093.156250 Penalty: 8617.125000
	Iteration 11Q: 3 clusters Score -231093.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -231267.812500 Penalty: 8617.125000
	Iteration 12Q: 3 clusters Score -231267.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -231418.156250 Penalty: 8617.125000
	Iteration 13Q: 3 clusters Score -231418.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -231558.109375 Penalty: 8617.125000
	Iteration 14Q: 3 clusters Score -231558.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -231687.531250 Penalty: 8617.125000
	Iteration 15Q: 3 clusters Score -231687.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -231750.875000 Penalty: 8617.125000
	Iteration 16Q: 3 clusters Score -231750.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -231783.921875 Penalty: 8617.125000
	Iteration 17Q: 3 clusters Score -231783.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -231821.562500 Penalty: 8617.125000
	Iteration 18Q: 3 clusters Score -231821.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -231865.640625 Penalty: 8617.125000
	Iteration 19Q: 3 clusters Score -231865.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -231928.015625 Penalty: 8617.125000
	Iteration 20F: 3 clusters Score -231928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -232002.140625 Penalty: 8617.125000
	Iteration 21Q: 3 clusters Score -232002.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -232105.437500 Penalty: 8617.125000
	Iteration 22Q: 3 clusters Score -232105.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -232185.562500 Penalty: 8617.125000
	Iteration 23Q: 3 clusters Score -232185.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -232205.203125 Penalty: 8617.125000
	Iteration 24Q: 3 clusters Score -232205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -232206.843750 Penalty: 8617.125000
	Iteration 25Q: 3 clusters Score -232206.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -232210.000000 Penalty: 8617.125000
	Iteration 26Q: 3 clusters Score -232210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -232210.000000 Penalty: 8617.125000
	Iteration 27F: 3 clusters Score -232210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Entering Unmasked Estep 
Score: -8368326.500000 Penalty: 6440.448242
	Iteration 0F: 2 clusters Score -8368326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -8341114.500000 Penalty: 12880.896484
	Iteration 0F: 3 clusters Score -8341114 nChanged 15896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -8349495.500000 Penalty: 12880.896484
	Iteration 1F: 3 clusters Score -8349496 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -8350315.000000 Penalty: 12880.896484
	Iteration 2F: 3 clusters Score -8350315 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -8350972.500000 Penalty: 12880.896484
	Iteration 3Q: 3 clusters Score -8350972 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -8351551.500000 Penalty: 12880.896484
	Iteration 4Q: 3 clusters Score -8351552 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -8352185.500000 Penalty: 12880.896484
	Iteration 5Q: 3 clusters Score -8352186 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -8352752.000000 Penalty: 12880.896484
	Iteration 6Q: 3 clusters Score -8352752 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -8353365.500000 Penalty: 12880.896484
	Iteration 7Q: 3 clusters Score -8353366 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -8354094.500000 Penalty: 12880.896484
	Iteration 8Q: 3 clusters Score -8354094 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -8354981.500000 Penalty: 12880.896484
	Iteration 9Q: 3 clusters Score -8354982 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -8356058.500000 Penalty: 12880.896484
	Iteration 10Q: 3 clusters Score -8356058 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -8357235.000000 Penalty: 12880.896484
	Iteration 11Q: 3 clusters Score -8357235 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -8358372.000000 Penalty: 12880.896484
	Iteration 12Q: 3 clusters Score -8358372 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -8359380.000000 Penalty: 12880.896484
	Iteration 13Q: 3 clusters Score -8359380 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -8360327.500000 Penalty: 12880.896484
	Iteration 14Q: 3 clusters Score -8360328 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -8361262.500000 Penalty: 12880.896484
	Iteration 15Q: 3 clusters Score -8361262 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -8362174.500000 Penalty: 12880.896484
	Iteration 16Q: 3 clusters Score -8362174 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -8362924.000000 Penalty: 12880.896484
	Iteration 17Q: 3 clusters Score -8362924 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -8363387.500000 Penalty: 12880.896484
	Iteration 18Q: 3 clusters Score -8363388 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -8363629.000000 Penalty: 12880.896484
	Iteration 19Q: 3 clusters Score -8363629 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -8363813.000000 Penalty: 12880.896484
	Iteration 20F: 3 clusters Score -8363813 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -8363903.000000 Penalty: 12880.896484
	Iteration 21Q: 3 clusters Score -8363903 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -8363947.500000 Penalty: 12880.896484
	Iteration 22Q: 3 clusters Score -8363948 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -8363963.000000 Penalty: 12880.896484
	Iteration 23Q: 3 clusters Score -8363963 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -8364003.000000 Penalty: 12880.896484
	Iteration 24Q: 3 clusters Score -8364003 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -8364055.000000 Penalty: 12880.896484
	Iteration 25Q: 3 clusters Score -8364055 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -8364075.000000 Penalty: 12880.896484
	Iteration 26Q: 3 clusters Score -8364075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -8364108.500000 Penalty: 12880.896484
	Iteration 27Q: 3 clusters Score -8364108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -8364113.500000 Penalty: 12880.896484
	Iteration 28Q: 3 clusters Score -8364114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -8364118.000000 Penalty: 12880.896484
	Iteration 29Q: 3 clusters Score -8364118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -8364113.000000 Penalty: 12880.896484
	Iteration 30Q: 3 clusters Score -8364113 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -8364137.000000 Penalty: 12880.896484
	Iteration 31Q: 3 clusters Score -8364137 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -8364147.500000 Penalty: 12880.896484
	Iteration 32Q: 3 clusters Score -8364148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -8364152.000000 Penalty: 12880.896484
	Iteration 33Q: 3 clusters Score -8364152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -8364172.500000 Penalty: 12880.896484
	Iteration 34Q: 3 clusters Score -8364172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -8364204.500000 Penalty: 12880.896484
	Iteration 35Q: 3 clusters Score -8364204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -8364198.000000 Penalty: 12880.896484
	Iteration 36Q: 3 clusters Score -8364198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -8364202.500000 Penalty: 12880.896484
	Iteration 37Q: 3 clusters Score -8364202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -8364221.000000 Penalty: 12880.896484
	Iteration 38Q: 3 clusters Score -8364221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -8364221.500000 Penalty: 12880.896484
	Iteration 39Q: 3 clusters Score -8364222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -8364246.000000 Penalty: 12880.896484
	Iteration 40F: 3 clusters Score -8364246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -8364269.000000 Penalty: 12880.896484
	Iteration 41Q: 3 clusters Score -8364269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -8364271.500000 Penalty: 12880.896484
	Iteration 42Q: 3 clusters Score -8364272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -8364279.500000 Penalty: 12880.896484
	Iteration 43Q: 3 clusters Score -8364280 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -8364307.000000 Penalty: 12880.896484
	Iteration 44Q: 3 clusters Score -8364307 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -8364339.500000 Penalty: 12880.896484
	Iteration 45Q: 3 clusters Score -8364340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -8364331.000000 Penalty: 12880.896484
	Iteration 46Q: 3 clusters Score -8364331 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -8364340.000000 Penalty: 12880.896484
	Iteration 47Q: 3 clusters Score -8364340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -8364370.000000 Penalty: 12880.896484
	Iteration 48Q: 3 clusters Score -8364370 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -8364386.000000 Penalty: 12880.896484
	Iteration 49Q: 3 clusters Score -8364386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -8364416.000000 Penalty: 12880.896484
	Iteration 50Q: 3 clusters Score -8364416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -8364422.000000 Penalty: 12880.896484
	Iteration 51Q: 3 clusters Score -8364422 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -8364439.500000 Penalty: 12880.896484
	Iteration 52Q: 3 clusters Score -8364440 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -8364449.500000 Penalty: 12880.896484
	Iteration 53Q: 3 clusters Score -8364450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -8364482.500000 Penalty: 12880.896484
	Iteration 54Q: 3 clusters Score -8364482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -8364508.500000 Penalty: 12880.896484
	Iteration 55Q: 3 clusters Score -8364508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -8364517.500000 Penalty: 12880.896484
	Iteration 56Q: 3 clusters Score -8364518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -8364524.000000 Penalty: 12880.896484
	Iteration 57Q: 3 clusters Score -8364524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -8364525.000000 Penalty: 12880.896484
	Iteration 58Q: 3 clusters Score -8364525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -8364528.500000 Penalty: 12880.896484
	Iteration 59Q: 3 clusters Score -8364528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -8364531.500000 Penalty: 12880.896484
	Iteration 60F: 3 clusters Score -8364532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -8364545.500000 Penalty: 12880.896484
	Iteration 61Q: 3 clusters Score -8364546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -8364542.500000 Penalty: 12880.896484
	Iteration 62Q: 3 clusters Score -8364542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -8364536.000000 Penalty: 12880.896484
	Iteration 63Q: 3 clusters Score -8364536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -8364538.000000 Penalty: 12880.896484
	Iteration 64Q: 3 clusters Score -8364538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -8364540.000000 Penalty: 12880.896484
	Iteration 65Q: 3 clusters Score -8364540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -8364532.000000 Penalty: 12880.896484
	Iteration 66Q: 3 clusters Score -8364532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -8364526.000000 Penalty: 12880.896484
	Iteration 67Q: 3 clusters Score -8364526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -8364551.500000 Penalty: 12880.896484
	Iteration 68Q: 3 clusters Score -8364552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -8364550.500000 Penalty: 12880.896484
	Iteration 69Q: 3 clusters Score -8364550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -8364552.500000 Penalty: 12880.896484
	Iteration 70Q: 3 clusters Score -8364552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -8364547.000000 Penalty: 12880.896484
	Iteration 71Q: 3 clusters Score -8364547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -8364577.000000 Penalty: 12880.896484
	Iteration 72Q: 3 clusters Score -8364577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -8364580.500000 Penalty: 12880.896484
	Iteration 73Q: 3 clusters Score -8364580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -8364592.500000 Penalty: 12880.896484
	Iteration 74Q: 3 clusters Score -8364592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -8364602.500000 Penalty: 12880.896484
	Iteration 75Q: 3 clusters Score -8364602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -8364608.000000 Penalty: 12880.896484
	Iteration 76Q: 3 clusters Score -8364608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -8364598.500000 Penalty: 12880.896484
	Iteration 77Q: 3 clusters Score -8364598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -8364596.000000 Penalty: 12880.896484
	Iteration 78Q: 3 clusters Score -8364596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -8364600.500000 Penalty: 12880.896484
	Iteration 79Q: 3 clusters Score -8364600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -8364602.000000 Penalty: 12880.896484
	Iteration 80F: 3 clusters Score -8364602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -8364604.500000 Penalty: 12880.896484
	Iteration 81Q: 3 clusters Score -8364604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -8364620.000000 Penalty: 12880.896484
	Iteration 82Q: 3 clusters Score -8364620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -8364618.000000 Penalty: 12880.896484
	Iteration 83Q: 3 clusters Score -8364618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -8364613.500000 Penalty: 12880.896484
	Iteration 84Q: 3 clusters Score -8364614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -8364621.000000 Penalty: 12880.896484
	Iteration 85Q: 3 clusters Score -8364621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -8364621.000000 Penalty: 12880.896484
	Iteration 86F: 3 clusters Score -8364621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -138354.578125 Penalty: 3982.958740
	Iteration 0F: 2 clusters Score -138354.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -134750.546875 Penalty: 7965.917480
	Iteration 0F: 3 clusters Score -134750.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -135019.484375 Penalty: 7965.917480
	Iteration 1F: 3 clusters Score -135019.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -135134.718750 Penalty: 7965.917480
	Iteration 2Q: 3 clusters Score -135134.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -135227.218750 Penalty: 7965.917480
	Iteration 3Q: 3 clusters Score -135227.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -135309.203125 Penalty: 7965.917480
	Iteration 4Q: 3 clusters Score -135309.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -135374.109375 Penalty: 7965.917480
	Iteration 5Q: 3 clusters Score -135374.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -135471.421875 Penalty: 7965.917480
	Iteration 6Q: 3 clusters Score -135471.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -135553.015625 Penalty: 7965.917480
	Iteration 7Q: 3 clusters Score -135553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -135624.703125 Penalty: 7965.917480
	Iteration 8Q: 3 clusters Score -135624.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -135712.515625 Penalty: 7965.917480
	Iteration 9Q: 3 clusters Score -135712.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -135774.765625 Penalty: 7965.917480
	Iteration 10Q: 3 clusters Score -135774.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -135865.296875 Penalty: 7965.917480
	Iteration 11Q: 3 clusters Score -135865.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -135936.421875 Penalty: 7965.917480
	Iteration 12Q: 3 clusters Score -135936.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -136020.234375 Penalty: 7965.917480
	Iteration 13Q: 3 clusters Score -136020.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -136110.187500 Penalty: 7965.917480
	Iteration 14Q: 3 clusters Score -136110.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -136180.546875 Penalty: 7965.917480
	Iteration 15Q: 3 clusters Score -136180.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -136228.437500 Penalty: 7965.917480
	Iteration 16Q: 3 clusters Score -136228.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -136253.671875 Penalty: 7965.917480
	Iteration 17Q: 3 clusters Score -136253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -136276.671875 Penalty: 7965.917480
	Iteration 18Q: 3 clusters Score -136276.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -136292.578125 Penalty: 7965.917480
	Iteration 19Q: 3 clusters Score -136292.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -136304.562500 Penalty: 7965.917480
	Iteration 20F: 3 clusters Score -136304.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -136335.312500 Penalty: 7965.917480
	Iteration 21Q: 3 clusters Score -136335.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -136371.234375 Penalty: 7965.917480
	Iteration 22Q: 3 clusters Score -136371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -136501.281250 Penalty: 7965.917480
	Iteration 23Q: 3 clusters Score -136501.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -136655.140625 Penalty: 7965.917480
	Iteration 24Q: 3 clusters Score -136655.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -136675.937500 Penalty: 7965.917480
	Iteration 25Q: 3 clusters Score -136675.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -136679.843750 Penalty: 7965.917480
	Iteration 26Q: 3 clusters Score -136679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -136679.843750 Penalty: 7965.917480
	Iteration 27F: 3 clusters Score -136679.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (52658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Entering Unmasked Estep 
Score: -12021144.000000 Penalty: 6658.838867
	Iteration 0F: 2 clusters Score -1.202114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -11983849.000000 Penalty: 13317.677734
	Iteration 0F: 3 clusters Score -1.198385e+07 nChanged 23081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -11996111.000000 Penalty: 13317.677734
	Iteration 1F: 3 clusters Score -1.199611e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -11997030.000000 Penalty: 13317.677734
	Iteration 2F: 3 clusters Score -1.199703e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -11997864.000000 Penalty: 13317.677734
	Iteration 3Q: 3 clusters Score -1.199786e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -11998445.000000 Penalty: 13317.677734
	Iteration 4Q: 3 clusters Score -1.199844e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -11999143.000000 Penalty: 13317.677734
	Iteration 5Q: 3 clusters Score -1.199914e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -12000071.000000 Penalty: 13317.677734
	Iteration 6Q: 3 clusters Score -1.200007e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -12001370.000000 Penalty: 13317.677734
	Iteration 7Q: 3 clusters Score -1.200137e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -12003501.000000 Penalty: 13317.677734
	Iteration 8F: 3 clusters Score -1.20035e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -12006139.000000 Penalty: 13317.677734
	Iteration 9F: 3 clusters Score -1.200614e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -12008731.000000 Penalty: 13317.677734
	Iteration 10F: 3 clusters Score -1.200873e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -12010733.000000 Penalty: 13317.677734
	Iteration 11F: 3 clusters Score -1.201073e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -12011922.000000 Penalty: 13317.677734
	Iteration 12Q: 3 clusters Score -1.201192e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -12012721.000000 Penalty: 13317.677734
	Iteration 13Q: 3 clusters Score -1.201272e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -12013244.000000 Penalty: 13317.677734
	Iteration 14Q: 3 clusters Score -1.201324e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -12013651.000000 Penalty: 13317.677734
	Iteration 15Q: 3 clusters Score -1.201365e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -12013926.000000 Penalty: 13317.677734
	Iteration 16Q: 3 clusters Score -1.201393e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -12014114.000000 Penalty: 13317.677734
	Iteration 17Q: 3 clusters Score -1.201411e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -12014338.000000 Penalty: 13317.677734
	Iteration 18Q: 3 clusters Score -1.201434e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -12014509.000000 Penalty: 13317.677734
	Iteration 19Q: 3 clusters Score -1.201451e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -12014568.000000 Penalty: 13317.677734
	Iteration 20F: 3 clusters Score -1.201457e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -12014696.000000 Penalty: 13317.677734
	Iteration 21Q: 3 clusters Score -1.20147e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -12014816.000000 Penalty: 13317.677734
	Iteration 22Q: 3 clusters Score -1.201482e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -12014888.000000 Penalty: 13317.677734
	Iteration 23Q: 3 clusters Score -1.201489e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -12014925.000000 Penalty: 13317.677734
	Iteration 24Q: 3 clusters Score -1.201492e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -12015006.000000 Penalty: 13317.677734
	Iteration 25Q: 3 clusters Score -1.201501e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -12015061.000000 Penalty: 13317.677734
	Iteration 26Q: 3 clusters Score -1.201506e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -12015089.000000 Penalty: 13317.677734
	Iteration 27Q: 3 clusters Score -1.201509e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -12015134.000000 Penalty: 13317.677734
	Iteration 28Q: 3 clusters Score -1.201513e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -12015193.000000 Penalty: 13317.677734
	Iteration 29Q: 3 clusters Score -1.201519e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -12015223.000000 Penalty: 13317.677734
	Iteration 30Q: 3 clusters Score -1.201522e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -12015240.000000 Penalty: 13317.677734
	Iteration 31Q: 3 clusters Score -1.201524e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -12015277.000000 Penalty: 13317.677734
	Iteration 32Q: 3 clusters Score -1.201528e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -12015262.000000 Penalty: 13317.677734
	Iteration 33Q: 3 clusters Score -1.201526e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -12015264.000000 Penalty: 13317.677734
	Iteration 34Q: 3 clusters Score -1.201526e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -12015301.000000 Penalty: 13317.677734
	Iteration 35Q: 3 clusters Score -1.20153e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -12015306.000000 Penalty: 13317.677734
	Iteration 36Q: 3 clusters Score -1.201531e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -12015320.000000 Penalty: 13317.677734
	Iteration 37Q: 3 clusters Score -1.201532e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -12015334.000000 Penalty: 13317.677734
	Iteration 38Q: 3 clusters Score -1.201533e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -12015353.000000 Penalty: 13317.677734
	Iteration 39Q: 3 clusters Score -1.201535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -12015351.000000 Penalty: 13317.677734
	Iteration 40F: 3 clusters Score -1.201535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -12015347.000000 Penalty: 13317.677734
	Iteration 41Q: 3 clusters Score -1.201535e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -12015375.000000 Penalty: 13317.677734
	Iteration 42Q: 3 clusters Score -1.201538e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -12015388.000000 Penalty: 13317.677734
	Iteration 43Q: 3 clusters Score -1.201539e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -12015387.000000 Penalty: 13317.677734
	Iteration 44Q: 3 clusters Score -1.201539e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -12015397.000000 Penalty: 13317.677734
	Iteration 45Q: 3 clusters Score -1.20154e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -12015414.000000 Penalty: 13317.677734
	Iteration 46Q: 3 clusters Score -1.201541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -12015422.000000 Penalty: 13317.677734
	Iteration 47Q: 3 clusters Score -1.201542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -12015431.000000 Penalty: 13317.677734
	Iteration 48Q: 3 clusters Score -1.201543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -12015441.000000 Penalty: 13317.677734
	Iteration 49Q: 3 clusters Score -1.201544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -12015450.000000 Penalty: 13317.677734
	Iteration 50Q: 3 clusters Score -1.201545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -12015460.000000 Penalty: 13317.677734
	Iteration 51Q: 3 clusters Score -1.201546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -12015457.000000 Penalty: 13317.677734
	Iteration 52Q: 3 clusters Score -1.201546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -12015451.000000 Penalty: 13317.677734
	Iteration 53Q: 3 clusters Score -1.201545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -12015445.000000 Penalty: 13317.677734
	Iteration 54Q: 3 clusters Score -1.201544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -12015434.000000 Penalty: 13317.677734
	Iteration 55Q: 3 clusters Score -1.201543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -12015434.000000 Penalty: 13317.677734
	Iteration 56F: 3 clusters Score -1.201543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -176942.734375 Penalty: 4144.292480
	Iteration 0F: 2 clusters Score -176942.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -173029.250000 Penalty: 8288.584961
	Iteration 0F: 3 clusters Score -173029.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -173395.859375 Penalty: 8288.584961
	Iteration 1F: 3 clusters Score -173395.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -173562.703125 Penalty: 8288.584961
	Iteration 2Q: 3 clusters Score -173562.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -173707.125000 Penalty: 8288.584961
	Iteration 3Q: 3 clusters Score -173707.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -173814.046875 Penalty: 8288.584961
	Iteration 4Q: 3 clusters Score -173814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -173908.750000 Penalty: 8288.584961
	Iteration 5Q: 3 clusters Score -173908.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -174006.109375 Penalty: 8288.584961
	Iteration 6Q: 3 clusters Score -174006.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -174122.703125 Penalty: 8288.584961
	Iteration 7Q: 3 clusters Score -174122.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -174233.343750 Penalty: 8288.584961
	Iteration 8Q: 3 clusters Score -174233.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -174325.234375 Penalty: 8288.584961
	Iteration 9Q: 3 clusters Score -174325.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -174368.250000 Penalty: 8288.584961
	Iteration 10Q: 3 clusters Score -174368.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -174397.953125 Penalty: 8288.584961
	Iteration 11Q: 3 clusters Score -174398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -174414.046875 Penalty: 8288.584961
	Iteration 12Q: 3 clusters Score -174414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -174428.734375 Penalty: 8288.584961
	Iteration 13Q: 3 clusters Score -174428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -174437.062500 Penalty: 8288.584961
	Iteration 14Q: 3 clusters Score -174437.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -174443.531250 Penalty: 8288.584961
	Iteration 15Q: 3 clusters Score -174443.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -174446.968750 Penalty: 8288.584961
	Iteration 16Q: 3 clusters Score -174447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -174448.781250 Penalty: 8288.584961
	Iteration 17Q: 3 clusters Score -174448.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -174448.781250 Penalty: 8288.584961
	Iteration 18F: 3 clusters Score -174448.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Entering Unmasked Estep 
Score: -5090873.500000 Penalty: 6139.116211
	Iteration 0F: 2 clusters Score -5090874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -5072730.500000 Penalty: 12278.232422
	Iteration 0F: 3 clusters Score -5072730 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -5077739.000000 Penalty: 12278.232422
	Iteration 1F: 3 clusters Score -5077739 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -5078509.500000 Penalty: 12278.232422
	Iteration 2F: 3 clusters Score -5078510 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -5079157.500000 Penalty: 12278.232422
	Iteration 3F: 3 clusters Score -5079158 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -5079756.000000 Penalty: 12278.232422
	Iteration 4Q: 3 clusters Score -5079756 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -5080367.000000 Penalty: 12278.232422
	Iteration 5Q: 3 clusters Score -5080367 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -5080981.000000 Penalty: 12278.232422
	Iteration 6Q: 3 clusters Score -5080981 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -5081550.500000 Penalty: 12278.232422
	Iteration 7Q: 3 clusters Score -5081550 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -5082043.000000 Penalty: 12278.232422
	Iteration 8Q: 3 clusters Score -5082043 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -5082451.000000 Penalty: 12278.232422
	Iteration 9Q: 3 clusters Score -5082451 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -5082827.000000 Penalty: 12278.232422
	Iteration 10Q: 3 clusters Score -5082827 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -5083097.500000 Penalty: 12278.232422
	Iteration 11Q: 3 clusters Score -5083098 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -5083341.000000 Penalty: 12278.232422
	Iteration 12Q: 3 clusters Score -5083341 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -5083551.500000 Penalty: 12278.232422
	Iteration 13Q: 3 clusters Score -5083552 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -5083686.500000 Penalty: 12278.232422
	Iteration 14Q: 3 clusters Score -5083686 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -5083866.000000 Penalty: 12278.232422
	Iteration 15Q: 3 clusters Score -5083866 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -5084054.000000 Penalty: 12278.232422
	Iteration 16Q: 3 clusters Score -5084054 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -5084275.500000 Penalty: 12278.232422
	Iteration 17Q: 3 clusters Score -5084276 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -5084523.500000 Penalty: 12278.232422
	Iteration 18Q: 3 clusters Score -5084524 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -5084811.000000 Penalty: 12278.232422
	Iteration 19Q: 3 clusters Score -5084811 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -5085172.500000 Penalty: 12278.232422
	Iteration 20F: 3 clusters Score -5085172 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -5085605.500000 Penalty: 12278.232422
	Iteration 21Q: 3 clusters Score -5085606 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -5086074.500000 Penalty: 12278.232422
	Iteration 22Q: 3 clusters Score -5086074 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -5086545.000000 Penalty: 12278.232422
	Iteration 23Q: 3 clusters Score -5086545 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -5087032.000000 Penalty: 12278.232422
	Iteration 24Q: 3 clusters Score -5087032 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -5087458.000000 Penalty: 12278.232422
	Iteration 25Q: 3 clusters Score -5087458 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -5087774.500000 Penalty: 12278.232422
	Iteration 26Q: 3 clusters Score -5087774 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -5088005.500000 Penalty: 12278.232422
	Iteration 27Q: 3 clusters Score -5088006 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -5088182.000000 Penalty: 12278.232422
	Iteration 28Q: 3 clusters Score -5088182 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -5088314.000000 Penalty: 12278.232422
	Iteration 29Q: 3 clusters Score -5088314 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -5088401.500000 Penalty: 12278.232422
	Iteration 30Q: 3 clusters Score -5088402 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -5088443.500000 Penalty: 12278.232422
	Iteration 31Q: 3 clusters Score -5088444 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -5088458.500000 Penalty: 12278.232422
	Iteration 32Q: 3 clusters Score -5088458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -5088483.000000 Penalty: 12278.232422
	Iteration 33Q: 3 clusters Score -5088483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -5088493.500000 Penalty: 12278.232422
	Iteration 34Q: 3 clusters Score -5088494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -5088486.000000 Penalty: 12278.232422
	Iteration 35Q: 3 clusters Score -5088486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -5088496.500000 Penalty: 12278.232422
	Iteration 36Q: 3 clusters Score -5088496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -5088498.000000 Penalty: 12278.232422
	Iteration 37Q: 3 clusters Score -5088498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -5088505.000000 Penalty: 12278.232422
	Iteration 38Q: 3 clusters Score -5088505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -5088509.000000 Penalty: 12278.232422
	Iteration 39Q: 3 clusters Score -5088509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -5088539.000000 Penalty: 12278.232422
	Iteration 40F: 3 clusters Score -5088539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -5088532.500000 Penalty: 12278.232422
	Iteration 41Q: 3 clusters Score -5088532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -5088541.000000 Penalty: 12278.232422
	Iteration 42Q: 3 clusters Score -5088541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -5088544.500000 Penalty: 12278.232422
	Iteration 43Q: 3 clusters Score -5088544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -5088544.000000 Penalty: 12278.232422
	Iteration 44Q: 3 clusters Score -5088544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -5088541.500000 Penalty: 12278.232422
	Iteration 45Q: 3 clusters Score -5088542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -5088542.500000 Penalty: 12278.232422
	Iteration 46Q: 3 clusters Score -5088542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -5088542.000000 Penalty: 12278.232422
	Iteration 47Q: 3 clusters Score -5088542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -5088540.500000 Penalty: 12278.232422
	Iteration 48Q: 3 clusters Score -5088540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -5088538.000000 Penalty: 12278.232422
	Iteration 49Q: 3 clusters Score -5088538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -5088538.000000 Penalty: 12278.232422
	Iteration 50Q: 3 clusters Score -5088538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -5088539.500000 Penalty: 12278.232422
	Iteration 51Q: 3 clusters Score -5088540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -5088540.000000 Penalty: 12278.232422
	Iteration 52Q: 3 clusters Score -5088540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -5088542.500000 Penalty: 12278.232422
	Iteration 53Q: 3 clusters Score -5088542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -5088544.000000 Penalty: 12278.232422
	Iteration 54Q: 3 clusters Score -5088544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -5088544.000000 Penalty: 12278.232422
	Iteration 55F: 3 clusters Score -5088544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (126233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126233 members 
Entering Unmasked Estep 
Score: -28949718.000000 Penalty: 7194.354492
	Iteration 0F: 2 clusters Score -2.894972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -28865034.000000 Penalty: 14388.708984
	Iteration 0F: 3 clusters Score -2.886503e+07 nChanged 58374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65332 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -28898292.000000 Penalty: 14388.708984
	Iteration 1F: 3 clusters Score -2.889829e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
Score: -28900738.000000 Penalty: 14388.708984
	Iteration 2Q: 3 clusters Score -2.890074e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -28903924.000000 Penalty: 14388.708984
	Iteration 3F: 3 clusters Score -2.890392e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -28907738.000000 Penalty: 14388.708984
	Iteration 4F: 3 clusters Score -2.890774e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -28911588.000000 Penalty: 14388.708984
	Iteration 5F: 3 clusters Score -2.891159e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71362 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -28915216.000000 Penalty: 14388.708984
	Iteration 6F: 3 clusters Score -2.891522e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73167 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -28918456.000000 Penalty: 14388.708984
	Iteration 7F: 3 clusters Score -2.891846e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -28921164.000000 Penalty: 14388.708984
	Iteration 8Q: 3 clusters Score -2.892116e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -28923488.000000 Penalty: 14388.708984
	Iteration 9Q: 3 clusters Score -2.892349e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80512 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -28925852.000000 Penalty: 14388.708984
	Iteration 10Q: 3 clusters Score -2.892585e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83412 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -28927856.000000 Penalty: 14388.708984
	Iteration 11Q: 3 clusters Score -2.892786e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -28929750.000000 Penalty: 14388.708984
	Iteration 12Q: 3 clusters Score -2.892975e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -28931486.000000 Penalty: 14388.708984
	Iteration 13Q: 3 clusters Score -2.893149e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -28933072.000000 Penalty: 14388.708984
	Iteration 14Q: 3 clusters Score -2.893307e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94972 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -28934444.000000 Penalty: 14388.708984
	Iteration 15Q: 3 clusters Score -2.893444e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97452 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -28935666.000000 Penalty: 14388.708984
	Iteration 16Q: 3 clusters Score -2.893567e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99831 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -28936786.000000 Penalty: 14388.708984
	Iteration 17Q: 3 clusters Score -2.893679e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102018 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -28937764.000000 Penalty: 14388.708984
	Iteration 18Q: 3 clusters Score -2.893776e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104094 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -28938678.000000 Penalty: 14388.708984
	Iteration 19Q: 3 clusters Score -2.893868e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106049 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -28939478.000000 Penalty: 14388.708984
	Iteration 20F: 3 clusters Score -2.893948e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107895 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -28940262.000000 Penalty: 14388.708984
	Iteration 21Q: 3 clusters Score -2.894026e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109577 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -28941140.000000 Penalty: 14388.708984
	Iteration 22Q: 3 clusters Score -2.894114e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111053 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -28941712.000000 Penalty: 14388.708984
	Iteration 23Q: 3 clusters Score -2.894171e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112373 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -28942304.000000 Penalty: 14388.708984
	Iteration 24Q: 3 clusters Score -2.89423e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113532 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -28942816.000000 Penalty: 14388.708984
	Iteration 25Q: 3 clusters Score -2.894282e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114588 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -28943362.000000 Penalty: 14388.708984
	Iteration 26Q: 3 clusters Score -2.894336e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115485 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -28943818.000000 Penalty: 14388.708984
	Iteration 27Q: 3 clusters Score -2.894382e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116266 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -28944216.000000 Penalty: 14388.708984
	Iteration 28Q: 3 clusters Score -2.894422e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116908 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -28944436.000000 Penalty: 14388.708984
	Iteration 29Q: 3 clusters Score -2.894444e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117449 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -28944634.000000 Penalty: 14388.708984
	Iteration 30Q: 3 clusters Score -2.894463e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117853 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -28944684.000000 Penalty: 14388.708984
	Iteration 31Q: 3 clusters Score -2.894468e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118168 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -28944740.000000 Penalty: 14388.708984
	Iteration 32Q: 3 clusters Score -2.894474e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118433 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -28944806.000000 Penalty: 14388.708984
	Iteration 33Q: 3 clusters Score -2.894481e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118635 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -28944850.000000 Penalty: 14388.708984
	Iteration 34Q: 3 clusters Score -2.894485e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118820 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -28944940.000000 Penalty: 14388.708984
	Iteration 35Q: 3 clusters Score -2.894494e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118971 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -28944940.000000 Penalty: 14388.708984
	Iteration 36Q: 3 clusters Score -2.894494e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119094 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -28944980.000000 Penalty: 14388.708984
	Iteration 37Q: 3 clusters Score -2.894498e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119201 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -28945068.000000 Penalty: 14388.708984
	Iteration 38Q: 3 clusters Score -2.894507e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119301 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -28945080.000000 Penalty: 14388.708984
	Iteration 39Q: 3 clusters Score -2.894508e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119388 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -28945096.000000 Penalty: 14388.708984
	Iteration 40F: 3 clusters Score -2.89451e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119476 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -28945120.000000 Penalty: 14388.708984
	Iteration 41Q: 3 clusters Score -2.894512e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119577 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -28945148.000000 Penalty: 14388.708984
	Iteration 42Q: 3 clusters Score -2.894515e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119653 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -28945170.000000 Penalty: 14388.708984
	Iteration 43Q: 3 clusters Score -2.894517e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119717 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -28945182.000000 Penalty: 14388.708984
	Iteration 44Q: 3 clusters Score -2.894518e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119778 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -28945156.000000 Penalty: 14388.708984
	Iteration 45Q: 3 clusters Score -2.894516e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119834 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -28945160.000000 Penalty: 14388.708984
	Iteration 46Q: 3 clusters Score -2.894516e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119889 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -28945158.000000 Penalty: 14388.708984
	Iteration 47Q: 3 clusters Score -2.894516e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119939 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -28945190.000000 Penalty: 14388.708984
	Iteration 48Q: 3 clusters Score -2.894519e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119983 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -28945206.000000 Penalty: 14388.708984
	Iteration 49Q: 3 clusters Score -2.894521e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120018 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -28945232.000000 Penalty: 14388.708984
	Iteration 50Q: 3 clusters Score -2.894523e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120054 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -28945222.000000 Penalty: 14388.708984
	Iteration 51Q: 3 clusters Score -2.894522e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120086 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -28945226.000000 Penalty: 14388.708984
	Iteration 52Q: 3 clusters Score -2.894523e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120113 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -28945274.000000 Penalty: 14388.708984
	Iteration 53Q: 3 clusters Score -2.894527e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120129 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -28945274.000000 Penalty: 14388.708984
	Iteration 54Q: 3 clusters Score -2.894527e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120147 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -28945256.000000 Penalty: 14388.708984
	Iteration 55Q: 3 clusters Score -2.894526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120163 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -28945256.000000 Penalty: 14388.708984
	Iteration 56Q: 3 clusters Score -2.894526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120179 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -28945304.000000 Penalty: 14388.708984
	Iteration 57Q: 3 clusters Score -2.89453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120193 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -28945302.000000 Penalty: 14388.708984
	Iteration 58Q: 3 clusters Score -2.89453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120212 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -28945330.000000 Penalty: 14388.708984
	Iteration 59Q: 3 clusters Score -2.894533e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120235 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -28945328.000000 Penalty: 14388.708984
	Iteration 60F: 3 clusters Score -2.894533e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120269 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -28945336.000000 Penalty: 14388.708984
	Iteration 61Q: 3 clusters Score -2.894534e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120309 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -28945350.000000 Penalty: 14388.708984
	Iteration 62Q: 3 clusters Score -2.894535e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120358 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -28945362.000000 Penalty: 14388.708984
	Iteration 63Q: 3 clusters Score -2.894536e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120410 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -28945356.000000 Penalty: 14388.708984
	Iteration 64Q: 3 clusters Score -2.894536e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120452 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -28945364.000000 Penalty: 14388.708984
	Iteration 65Q: 3 clusters Score -2.894536e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120494 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -28945428.000000 Penalty: 14388.708984
	Iteration 66Q: 3 clusters Score -2.894543e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120550 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -28945456.000000 Penalty: 14388.708984
	Iteration 67Q: 3 clusters Score -2.894546e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120627 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -28945470.000000 Penalty: 14388.708984
	Iteration 68Q: 3 clusters Score -2.894547e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120698 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -28945560.000000 Penalty: 14388.708984
	Iteration 69Q: 3 clusters Score -2.894556e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120765 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -28945628.000000 Penalty: 14388.708984
	Iteration 70Q: 3 clusters Score -2.894563e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120841 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -28945662.000000 Penalty: 14388.708984
	Iteration 71Q: 3 clusters Score -2.894566e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120917 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -28945764.000000 Penalty: 14388.708984
	Iteration 72Q: 3 clusters Score -2.894576e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120993 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -28945874.000000 Penalty: 14388.708984
	Iteration 73Q: 3 clusters Score -2.894587e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121053 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -28946108.000000 Penalty: 14388.708984
	Iteration 74Q: 3 clusters Score -2.894611e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121099 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -28946270.000000 Penalty: 14388.708984
	Iteration 75Q: 3 clusters Score -2.894627e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121126 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -28946326.000000 Penalty: 14388.708984
	Iteration 76Q: 3 clusters Score -2.894633e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121128 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -28946388.000000 Penalty: 14388.708984
	Iteration 77Q: 3 clusters Score -2.894639e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121138 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -28946416.000000 Penalty: 14388.708984
	Iteration 78Q: 3 clusters Score -2.894642e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121135 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -28946438.000000 Penalty: 14388.708984
	Iteration 79Q: 3 clusters Score -2.894644e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121129 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -28946422.000000 Penalty: 14388.708984
	Iteration 80F: 3 clusters Score -2.894642e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121109 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -28946452.000000 Penalty: 14388.708984
	Iteration 81Q: 3 clusters Score -2.894645e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121090 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -28946462.000000 Penalty: 14388.708984
	Iteration 82Q: 3 clusters Score -2.894646e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121075 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -28946498.000000 Penalty: 14388.708984
	Iteration 83Q: 3 clusters Score -2.89465e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121072 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -28946494.000000 Penalty: 14388.708984
	Iteration 84Q: 3 clusters Score -2.894649e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121067 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -28946516.000000 Penalty: 14388.708984
	Iteration 85Q: 3 clusters Score -2.894652e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121066 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -28946502.000000 Penalty: 14388.708984
	Iteration 86Q: 3 clusters Score -2.89465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121069 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -28946498.000000 Penalty: 14388.708984
	Iteration 87Q: 3 clusters Score -2.89465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121071 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -28946498.000000 Penalty: 14388.708984
	Iteration 88Q: 3 clusters Score -2.89465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121072 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -28946476.000000 Penalty: 14388.708984
	Iteration 89Q: 3 clusters Score -2.894648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121073 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -28946490.000000 Penalty: 14388.708984
	Iteration 90Q: 3 clusters Score -2.894649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121073 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -28946490.000000 Penalty: 14388.708984
	Iteration 91F: 3 clusters Score -2.894649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Entering Unmasked Estep 
Score: -1779882.750000 Penalty: 5494.233887
	Iteration 0F: 2 clusters Score -1779883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1771001.875000 Penalty: 10988.467773
	Iteration 0F: 3 clusters Score -1771002 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1772601.875000 Penalty: 10988.467773
	Iteration 1F: 3 clusters Score -1772602 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1772966.375000 Penalty: 10988.467773
	Iteration 2F: 3 clusters Score -1772966 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1773167.250000 Penalty: 10988.467773
	Iteration 3Q: 3 clusters Score -1773167 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1773304.375000 Penalty: 10988.467773
	Iteration 4Q: 3 clusters Score -1773304 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1773405.250000 Penalty: 10988.467773
	Iteration 5Q: 3 clusters Score -1773405 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1773489.250000 Penalty: 10988.467773
	Iteration 6Q: 3 clusters Score -1773489 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1773563.250000 Penalty: 10988.467773
	Iteration 7Q: 3 clusters Score -1773563 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1773611.500000 Penalty: 10988.467773
	Iteration 8Q: 3 clusters Score -1773612 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1773660.375000 Penalty: 10988.467773
	Iteration 9Q: 3 clusters Score -1773660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1773689.500000 Penalty: 10988.467773
	Iteration 10Q: 3 clusters Score -1773690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1773709.250000 Penalty: 10988.467773
	Iteration 11Q: 3 clusters Score -1773709 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1773727.625000 Penalty: 10988.467773
	Iteration 12Q: 3 clusters Score -1773728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1773737.875000 Penalty: 10988.467773
	Iteration 13Q: 3 clusters Score -1773738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1773747.625000 Penalty: 10988.467773
	Iteration 14Q: 3 clusters Score -1773748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1773759.375000 Penalty: 10988.467773
	Iteration 15Q: 3 clusters Score -1773759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1773773.375000 Penalty: 10988.467773
	Iteration 16Q: 3 clusters Score -1773773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1773785.000000 Penalty: 10988.467773
	Iteration 17Q: 3 clusters Score -1773785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1773792.250000 Penalty: 10988.467773
	Iteration 18Q: 3 clusters Score -1773792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1773798.875000 Penalty: 10988.467773
	Iteration 19Q: 3 clusters Score -1773799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1773810.125000 Penalty: 10988.467773
	Iteration 20F: 3 clusters Score -1773810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1773824.625000 Penalty: 10988.467773
	Iteration 21Q: 3 clusters Score -1773825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1773827.250000 Penalty: 10988.467773
	Iteration 22Q: 3 clusters Score -1773827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1773833.500000 Penalty: 10988.467773
	Iteration 23Q: 3 clusters Score -1773834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1773843.625000 Penalty: 10988.467773
	Iteration 24Q: 3 clusters Score -1773844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1773852.500000 Penalty: 10988.467773
	Iteration 25Q: 3 clusters Score -1773852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1773858.625000 Penalty: 10988.467773
	Iteration 26Q: 3 clusters Score -1773859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1773860.375000 Penalty: 10988.467773
	Iteration 27Q: 3 clusters Score -1773860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1773863.500000 Penalty: 10988.467773
	Iteration 28Q: 3 clusters Score -1773864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1773867.875000 Penalty: 10988.467773
	Iteration 29Q: 3 clusters Score -1773868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1773870.250000 Penalty: 10988.467773
	Iteration 30Q: 3 clusters Score -1773870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1773872.500000 Penalty: 10988.467773
	Iteration 31Q: 3 clusters Score -1773872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1773875.500000 Penalty: 10988.467773
	Iteration 32Q: 3 clusters Score -1773876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1773875.625000 Penalty: 10988.467773
	Iteration 33Q: 3 clusters Score -1773876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1773877.250000 Penalty: 10988.467773
	Iteration 34Q: 3 clusters Score -1773877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1773875.875000 Penalty: 10988.467773
	Iteration 35Q: 3 clusters Score -1773876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1773872.250000 Penalty: 10988.467773
	Iteration 36Q: 3 clusters Score -1773872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1773873.250000 Penalty: 10988.467773
	Iteration 37Q: 3 clusters Score -1773873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1773873.250000 Penalty: 10988.467773
	Iteration 38Q: 3 clusters Score -1773873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1773874.125000 Penalty: 10988.467773
	Iteration 39Q: 3 clusters Score -1773874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1773878.750000 Penalty: 10988.467773
	Iteration 40F: 3 clusters Score -1773879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Entering Unmasked Estep 
Score: -1707472.250000 Penalty: 5476.856445
	Iteration 0F: 2 clusters Score -1707472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1698729.000000 Penalty: 10953.712891
	Iteration 0F: 3 clusters Score -1698729 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1700315.000000 Penalty: 10953.712891
	Iteration 1F: 3 clusters Score -1700315 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1700731.250000 Penalty: 10953.712891
	Iteration 2F: 3 clusters Score -1700731 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1700985.375000 Penalty: 10953.712891
	Iteration 3F: 3 clusters Score -1700985 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1701132.500000 Penalty: 10953.712891
	Iteration 4Q: 3 clusters Score -1701132 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1701224.750000 Penalty: 10953.712891
	Iteration 5Q: 3 clusters Score -1701225 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1701313.875000 Penalty: 10953.712891
	Iteration 6Q: 3 clusters Score -1701314 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1701375.625000 Penalty: 10953.712891
	Iteration 7Q: 3 clusters Score -1701376 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1701431.000000 Penalty: 10953.712891
	Iteration 8Q: 3 clusters Score -1701431 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1701485.250000 Penalty: 10953.712891
	Iteration 9Q: 3 clusters Score -1701485 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1701526.625000 Penalty: 10953.712891
	Iteration 10Q: 3 clusters Score -1701527 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1701566.750000 Penalty: 10953.712891
	Iteration 11Q: 3 clusters Score -1701567 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1701597.375000 Penalty: 10953.712891
	Iteration 12Q: 3 clusters Score -1701597 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1701625.000000 Penalty: 10953.712891
	Iteration 13Q: 3 clusters Score -1701625 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1701649.875000 Penalty: 10953.712891
	Iteration 14Q: 3 clusters Score -1701650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1701672.250000 Penalty: 10953.712891
	Iteration 15Q: 3 clusters Score -1701672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1701695.875000 Penalty: 10953.712891
	Iteration 16Q: 3 clusters Score -1701696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1701716.250000 Penalty: 10953.712891
	Iteration 17Q: 3 clusters Score -1701716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1701734.375000 Penalty: 10953.712891
	Iteration 18Q: 3 clusters Score -1701734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1701758.000000 Penalty: 10953.712891
	Iteration 19Q: 3 clusters Score -1701758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1701780.375000 Penalty: 10953.712891
	Iteration 20F: 3 clusters Score -1701780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1701790.250000 Penalty: 10953.712891
	Iteration 21Q: 3 clusters Score -1701790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1701808.000000 Penalty: 10953.712891
	Iteration 22Q: 3 clusters Score -1701808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1701814.250000 Penalty: 10953.712891
	Iteration 23Q: 3 clusters Score -1701814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1701820.750000 Penalty: 10953.712891
	Iteration 24Q: 3 clusters Score -1701821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1701828.750000 Penalty: 10953.712891
	Iteration 25Q: 3 clusters Score -1701829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1701836.500000 Penalty: 10953.712891
	Iteration 26Q: 3 clusters Score -1701836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1701844.375000 Penalty: 10953.712891
	Iteration 27Q: 3 clusters Score -1701844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1701850.125000 Penalty: 10953.712891
	Iteration 28Q: 3 clusters Score -1701850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1701854.375000 Penalty: 10953.712891
	Iteration 29Q: 3 clusters Score -1701854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1701861.125000 Penalty: 10953.712891
	Iteration 30Q: 3 clusters Score -1701861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1701860.125000 Penalty: 10953.712891
	Iteration 31Q: 3 clusters Score -1701860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1701868.125000 Penalty: 10953.712891
	Iteration 32Q: 3 clusters Score -1701868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1701878.625000 Penalty: 10953.712891
	Iteration 33Q: 3 clusters Score -1701879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1701885.250000 Penalty: 10953.712891
	Iteration 34Q: 3 clusters Score -1701885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1701892.875000 Penalty: 10953.712891
	Iteration 35Q: 3 clusters Score -1701893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1701900.875000 Penalty: 10953.712891
	Iteration 36Q: 3 clusters Score -1701901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1701903.125000 Penalty: 10953.712891
	Iteration 37Q: 3 clusters Score -1701903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1701910.500000 Penalty: 10953.712891
	Iteration 38Q: 3 clusters Score -1701910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1701914.875000 Penalty: 10953.712891
	Iteration 39Q: 3 clusters Score -1701915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1701920.625000 Penalty: 10953.712891
	Iteration 40F: 3 clusters Score -1701921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1701924.625000 Penalty: 10953.712891
	Iteration 41Q: 3 clusters Score -1701925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1701931.500000 Penalty: 10953.712891
	Iteration 42Q: 3 clusters Score -1701932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1701938.125000 Penalty: 10953.712891
	Iteration 43Q: 3 clusters Score -1701938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1701945.875000 Penalty: 10953.712891
	Iteration 44Q: 3 clusters Score -1701946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1701951.500000 Penalty: 10953.712891
	Iteration 45Q: 3 clusters Score -1701952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1701958.375000 Penalty: 10953.712891
	Iteration 46Q: 3 clusters Score -1701958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1701960.875000 Penalty: 10953.712891
	Iteration 47Q: 3 clusters Score -1701961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1701963.375000 Penalty: 10953.712891
	Iteration 48Q: 3 clusters Score -1701963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1701968.625000 Penalty: 10953.712891
	Iteration 49Q: 3 clusters Score -1701969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1701975.500000 Penalty: 10953.712891
	Iteration 50Q: 3 clusters Score -1701976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1701974.875000 Penalty: 10953.712891
	Iteration 51Q: 3 clusters Score -1701975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1701987.125000 Penalty: 10953.712891
	Iteration 52Q: 3 clusters Score -1701987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1701994.375000 Penalty: 10953.712891
	Iteration 53Q: 3 clusters Score -1701994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1701999.625000 Penalty: 10953.712891
	Iteration 54Q: 3 clusters Score -1702000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1702004.875000 Penalty: 10953.712891
	Iteration 55Q: 3 clusters Score -1702005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1702007.250000 Penalty: 10953.712891
	Iteration 56Q: 3 clusters Score -1702007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1702015.375000 Penalty: 10953.712891
	Iteration 57Q: 3 clusters Score -1702015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1702014.125000 Penalty: 10953.712891
	Iteration 58Q: 3 clusters Score -1702014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1702017.000000 Penalty: 10953.712891
	Iteration 59Q: 3 clusters Score -1702017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1702022.250000 Penalty: 10953.712891
	Iteration 60F: 3 clusters Score -1702022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1702023.875000 Penalty: 10953.712891
	Iteration 61Q: 3 clusters Score -1702024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1702023.500000 Penalty: 10953.712891
	Iteration 62Q: 3 clusters Score -1702024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1702025.500000 Penalty: 10953.712891
	Iteration 63Q: 3 clusters Score -1702026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1702024.125000 Penalty: 10953.712891
	Iteration 64Q: 3 clusters Score -1702024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1702029.250000 Penalty: 10953.712891
	Iteration 65Q: 3 clusters Score -1702029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1702031.875000 Penalty: 10953.712891
	Iteration 66Q: 3 clusters Score -1702032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1702031.625000 Penalty: 10953.712891
	Iteration 67Q: 3 clusters Score -1702032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1702030.875000 Penalty: 10953.712891
	Iteration 68Q: 3 clusters Score -1702031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1702030.125000 Penalty: 10953.712891
	Iteration 69Q: 3 clusters Score -1702030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1702030.125000 Penalty: 10953.712891
	Iteration 70F: 3 clusters Score -1702030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Entering Unmasked Estep 
Score: -2477485.250000 Penalty: 5725.337891
	Iteration 0F: 2 clusters Score -2477485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2466358.250000 Penalty: 11450.675781
	Iteration 0F: 3 clusters Score -2466358 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2469038.250000 Penalty: 11450.675781
	Iteration 1F: 3 clusters Score -2469038 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2469705.250000 Penalty: 11450.675781
	Iteration 2F: 3 clusters Score -2469705 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2470300.750000 Penalty: 11450.675781
	Iteration 3F: 3 clusters Score -2470301 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2470785.500000 Penalty: 11450.675781
	Iteration 4F: 3 clusters Score -2470786 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2471253.750000 Penalty: 11450.675781
	Iteration 5Q: 3 clusters Score -2471254 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2471734.750000 Penalty: 11450.675781
	Iteration 6Q: 3 clusters Score -2471735 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2472263.500000 Penalty: 11450.675781
	Iteration 7Q: 3 clusters Score -2472264 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2472802.500000 Penalty: 11450.675781
	Iteration 8Q: 3 clusters Score -2472802 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2473281.500000 Penalty: 11450.675781
	Iteration 9Q: 3 clusters Score -2473282 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2473635.250000 Penalty: 11450.675781
	Iteration 10Q: 3 clusters Score -2473635 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2473933.250000 Penalty: 11450.675781
	Iteration 11Q: 3 clusters Score -2473933 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2474165.500000 Penalty: 11450.675781
	Iteration 12Q: 3 clusters Score -2474166 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2474350.500000 Penalty: 11450.675781
	Iteration 13Q: 3 clusters Score -2474350 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2474488.750000 Penalty: 11450.675781
	Iteration 14Q: 3 clusters Score -2474489 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2474597.000000 Penalty: 11450.675781
	Iteration 15Q: 3 clusters Score -2474597 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2474676.750000 Penalty: 11450.675781
	Iteration 16Q: 3 clusters Score -2474677 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2474723.250000 Penalty: 11450.675781
	Iteration 17Q: 3 clusters Score -2474723 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2474773.250000 Penalty: 11450.675781
	Iteration 18Q: 3 clusters Score -2474773 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2474819.000000 Penalty: 11450.675781
	Iteration 19Q: 3 clusters Score -2474819 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2474867.250000 Penalty: 11450.675781
	Iteration 20F: 3 clusters Score -2474867 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2474910.500000 Penalty: 11450.675781
	Iteration 21Q: 3 clusters Score -2474910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2474961.750000 Penalty: 11450.675781
	Iteration 22Q: 3 clusters Score -2474962 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2475027.000000 Penalty: 11450.675781
	Iteration 23Q: 3 clusters Score -2475027 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2475099.000000 Penalty: 11450.675781
	Iteration 24Q: 3 clusters Score -2475099 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2475159.500000 Penalty: 11450.675781
	Iteration 25Q: 3 clusters Score -2475160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2475206.500000 Penalty: 11450.675781
	Iteration 26Q: 3 clusters Score -2475206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2475262.250000 Penalty: 11450.675781
	Iteration 27Q: 3 clusters Score -2475262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2475314.250000 Penalty: 11450.675781
	Iteration 28Q: 3 clusters Score -2475314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2475390.250000 Penalty: 11450.675781
	Iteration 29Q: 3 clusters Score -2475390 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2475464.250000 Penalty: 11450.675781
	Iteration 30Q: 3 clusters Score -2475464 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2475524.750000 Penalty: 11450.675781
	Iteration 31Q: 3 clusters Score -2475525 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2475559.500000 Penalty: 11450.675781
	Iteration 32Q: 3 clusters Score -2475560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2475589.000000 Penalty: 11450.675781
	Iteration 33Q: 3 clusters Score -2475589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2475607.500000 Penalty: 11450.675781
	Iteration 34Q: 3 clusters Score -2475608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2475629.000000 Penalty: 11450.675781
	Iteration 35Q: 3 clusters Score -2475629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2475661.750000 Penalty: 11450.675781
	Iteration 36Q: 3 clusters Score -2475662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2475679.250000 Penalty: 11450.675781
	Iteration 37Q: 3 clusters Score -2475679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2475704.500000 Penalty: 11450.675781
	Iteration 38Q: 3 clusters Score -2475704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2475721.500000 Penalty: 11450.675781
	Iteration 39Q: 3 clusters Score -2475722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2475740.500000 Penalty: 11450.675781
	Iteration 40F: 3 clusters Score -2475740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2475751.250000 Penalty: 11450.675781
	Iteration 41Q: 3 clusters Score -2475751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2475779.500000 Penalty: 11450.675781
	Iteration 42Q: 3 clusters Score -2475780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2475799.000000 Penalty: 11450.675781
	Iteration 43Q: 3 clusters Score -2475799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2475814.250000 Penalty: 11450.675781
	Iteration 44Q: 3 clusters Score -2475814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2475841.000000 Penalty: 11450.675781
	Iteration 45Q: 3 clusters Score -2475841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2475857.750000 Penalty: 11450.675781
	Iteration 46Q: 3 clusters Score -2475858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2475878.250000 Penalty: 11450.675781
	Iteration 47Q: 3 clusters Score -2475878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2475892.750000 Penalty: 11450.675781
	Iteration 48Q: 3 clusters Score -2475893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2475918.250000 Penalty: 11450.675781
	Iteration 49Q: 3 clusters Score -2475918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2475933.250000 Penalty: 11450.675781
	Iteration 50Q: 3 clusters Score -2475933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2475945.500000 Penalty: 11450.675781
	Iteration 51Q: 3 clusters Score -2475946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2475964.250000 Penalty: 11450.675781
	Iteration 52Q: 3 clusters Score -2475964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2475983.750000 Penalty: 11450.675781
	Iteration 53Q: 3 clusters Score -2475984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2476002.250000 Penalty: 11450.675781
	Iteration 54Q: 3 clusters Score -2476002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2476022.250000 Penalty: 11450.675781
	Iteration 55Q: 3 clusters Score -2476022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2476042.250000 Penalty: 11450.675781
	Iteration 56Q: 3 clusters Score -2476042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2476068.250000 Penalty: 11450.675781
	Iteration 57Q: 3 clusters Score -2476068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2476077.250000 Penalty: 11450.675781
	Iteration 58Q: 3 clusters Score -2476077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2476084.000000 Penalty: 11450.675781
	Iteration 59Q: 3 clusters Score -2476084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2476086.750000 Penalty: 11450.675781
	Iteration 60F: 3 clusters Score -2476087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2476095.250000 Penalty: 11450.675781
	Iteration 61Q: 3 clusters Score -2476095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2476092.500000 Penalty: 11450.675781
	Iteration 62Q: 3 clusters Score -2476092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2476098.500000 Penalty: 11450.675781
	Iteration 63Q: 3 clusters Score -2476098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2476100.500000 Penalty: 11450.675781
	Iteration 64Q: 3 clusters Score -2476100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2476101.750000 Penalty: 11450.675781
	Iteration 65Q: 3 clusters Score -2476102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2476102.250000 Penalty: 11450.675781
	Iteration 66Q: 3 clusters Score -2476102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2476102.250000 Penalty: 11450.675781
	Iteration 67F: 3 clusters Score -2476102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Entering Unmasked Estep 
Score: -8739058.000000 Penalty: 6465.435547
	Iteration 0F: 2 clusters Score -8739058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -8710906.000000 Penalty: 12930.871094
	Iteration 0F: 3 clusters Score -8710906 nChanged 16500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -8719594.000000 Penalty: 12930.871094
	Iteration 1F: 3 clusters Score -8719594 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -8720511.000000 Penalty: 12930.871094
	Iteration 2F: 3 clusters Score -8720511 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -8721371.000000 Penalty: 12930.871094
	Iteration 3Q: 3 clusters Score -8721371 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -8722256.000000 Penalty: 12930.871094
	Iteration 4Q: 3 clusters Score -8722256 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -8723277.000000 Penalty: 12930.871094
	Iteration 5F: 3 clusters Score -8723277 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -8724576.000000 Penalty: 12930.871094
	Iteration 6F: 3 clusters Score -8724576 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -8726094.000000 Penalty: 12930.871094
	Iteration 7F: 3 clusters Score -8726094 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -8727592.000000 Penalty: 12930.871094
	Iteration 8F: 3 clusters Score -8727592 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -8728828.000000 Penalty: 12930.871094
	Iteration 9F: 3 clusters Score -8728828 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -8729784.000000 Penalty: 12930.871094
	Iteration 10Q: 3 clusters Score -8729784 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -8730449.000000 Penalty: 12930.871094
	Iteration 11Q: 3 clusters Score -8730449 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -8730961.000000 Penalty: 12930.871094
	Iteration 12Q: 3 clusters Score -8730961 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -8731378.000000 Penalty: 12930.871094
	Iteration 13Q: 3 clusters Score -8731378 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -8731677.000000 Penalty: 12930.871094
	Iteration 14Q: 3 clusters Score -8731677 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -8731933.000000 Penalty: 12930.871094
	Iteration 15Q: 3 clusters Score -8731933 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -8732133.000000 Penalty: 12930.871094
	Iteration 16Q: 3 clusters Score -8732133 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -8732297.000000 Penalty: 12930.871094
	Iteration 17Q: 3 clusters Score -8732297 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -8732432.000000 Penalty: 12930.871094
	Iteration 18Q: 3 clusters Score -8732432 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -8732576.000000 Penalty: 12930.871094
	Iteration 19Q: 3 clusters Score -8732576 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -8732671.000000 Penalty: 12930.871094
	Iteration 20F: 3 clusters Score -8732671 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -8732718.000000 Penalty: 12930.871094
	Iteration 21Q: 3 clusters Score -8732718 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -8732822.000000 Penalty: 12930.871094
	Iteration 22Q: 3 clusters Score -8732822 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -8732890.000000 Penalty: 12930.871094
	Iteration 23Q: 3 clusters Score -8732890 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -8732979.000000 Penalty: 12930.871094
	Iteration 24Q: 3 clusters Score -8732979 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -8733043.000000 Penalty: 12930.871094
	Iteration 25Q: 3 clusters Score -8733043 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -8733101.000000 Penalty: 12930.871094
	Iteration 26Q: 3 clusters Score -8733101 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -8733143.000000 Penalty: 12930.871094
	Iteration 27Q: 3 clusters Score -8733143 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -8733212.000000 Penalty: 12930.871094
	Iteration 28Q: 3 clusters Score -8733212 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -8733252.000000 Penalty: 12930.871094
	Iteration 29Q: 3 clusters Score -8733252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -8733270.000000 Penalty: 12930.871094
	Iteration 30Q: 3 clusters Score -8733270 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -8733269.000000 Penalty: 12930.871094
	Iteration 31Q: 3 clusters Score -8733269 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8733276.000000 Penalty: 12930.871094
	Iteration 32Q: 3 clusters Score -8733276 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -8733288.000000 Penalty: 12930.871094
	Iteration 33Q: 3 clusters Score -8733288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -8733296.000000 Penalty: 12930.871094
	Iteration 34Q: 3 clusters Score -8733296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -8733332.000000 Penalty: 12930.871094
	Iteration 35Q: 3 clusters Score -8733332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8733354.000000 Penalty: 12930.871094
	Iteration 36Q: 3 clusters Score -8733354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -8733382.000000 Penalty: 12930.871094
	Iteration 37Q: 3 clusters Score -8733382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8733386.000000 Penalty: 12930.871094
	Iteration 38Q: 3 clusters Score -8733386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -8733402.000000 Penalty: 12930.871094
	Iteration 39Q: 3 clusters Score -8733402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8733419.000000 Penalty: 12930.871094
	Iteration 40F: 3 clusters Score -8733419 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8733442.000000 Penalty: 12930.871094
	Iteration 41Q: 3 clusters Score -8733442 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8733463.000000 Penalty: 12930.871094
	Iteration 42Q: 3 clusters Score -8733463 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -8733480.000000 Penalty: 12930.871094
	Iteration 43Q: 3 clusters Score -8733480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -8733489.000000 Penalty: 12930.871094
	Iteration 44Q: 3 clusters Score -8733489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -8733502.000000 Penalty: 12930.871094
	Iteration 45Q: 3 clusters Score -8733502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -8733516.000000 Penalty: 12930.871094
	Iteration 46Q: 3 clusters Score -8733516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -8733510.000000 Penalty: 12930.871094
	Iteration 47Q: 3 clusters Score -8733510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -8733530.000000 Penalty: 12930.871094
	Iteration 48Q: 3 clusters Score -8733530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -8733552.000000 Penalty: 12930.871094
	Iteration 49Q: 3 clusters Score -8733552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8733558.000000 Penalty: 12930.871094
	Iteration 50Q: 3 clusters Score -8733558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8733562.000000 Penalty: 12930.871094
	Iteration 51Q: 3 clusters Score -8733562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8733557.000000 Penalty: 12930.871094
	Iteration 52Q: 3 clusters Score -8733557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8733565.000000 Penalty: 12930.871094
	Iteration 53Q: 3 clusters Score -8733565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8733556.000000 Penalty: 12930.871094
	Iteration 54Q: 3 clusters Score -8733556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8733569.000000 Penalty: 12930.871094
	Iteration 55Q: 3 clusters Score -8733569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8733572.000000 Penalty: 12930.871094
	Iteration 56Q: 3 clusters Score -8733572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -8733575.000000 Penalty: 12930.871094
	Iteration 57Q: 3 clusters Score -8733575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8733572.000000 Penalty: 12930.871094
	Iteration 58Q: 3 clusters Score -8733572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8733585.000000 Penalty: 12930.871094
	Iteration 59Q: 3 clusters Score -8733585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8733583.000000 Penalty: 12930.871094
	Iteration 60F: 3 clusters Score -8733583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -8733590.000000 Penalty: 12930.871094
	Iteration 61Q: 3 clusters Score -8733590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8733588.000000 Penalty: 12930.871094
	Iteration 62Q: 3 clusters Score -8733588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -8733580.000000 Penalty: 12930.871094
	Iteration 63Q: 3 clusters Score -8733580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8733586.000000 Penalty: 12930.871094
	Iteration 64Q: 3 clusters Score -8733586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -8733584.000000 Penalty: 12930.871094
	Iteration 65Q: 3 clusters Score -8733584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -8733596.000000 Penalty: 12930.871094
	Iteration 66Q: 3 clusters Score -8733596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -8733598.000000 Penalty: 12930.871094
	Iteration 67Q: 3 clusters Score -8733598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -8733593.000000 Penalty: 12930.871094
	Iteration 68Q: 3 clusters Score -8733593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8733584.000000 Penalty: 12930.871094
	Iteration 69Q: 3 clusters Score -8733584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8733592.000000 Penalty: 12930.871094
	Iteration 70Q: 3 clusters Score -8733592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -8733609.000000 Penalty: 12930.871094
	Iteration 71Q: 3 clusters Score -8733609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8733607.000000 Penalty: 12930.871094
	Iteration 72Q: 3 clusters Score -8733607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8733607.000000 Penalty: 12930.871094
	Iteration 73F: 3 clusters Score -8733607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Entering Unmasked Estep 
Score: -1804667.750000 Penalty: 5494.701172
	Iteration 0F: 2 clusters Score -1804668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1795752.000000 Penalty: 10989.402344
	Iteration 0F: 3 clusters Score -1795752 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1797441.500000 Penalty: 10989.402344
	Iteration 1F: 3 clusters Score -1797442 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1797800.000000 Penalty: 10989.402344
	Iteration 2F: 3 clusters Score -1797800 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1798012.750000 Penalty: 10989.402344
	Iteration 3Q: 3 clusters Score -1798013 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1798170.250000 Penalty: 10989.402344
	Iteration 4Q: 3 clusters Score -1798170 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1798283.750000 Penalty: 10989.402344
	Iteration 5Q: 3 clusters Score -1798284 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1798376.875000 Penalty: 10989.402344
	Iteration 6Q: 3 clusters Score -1798377 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1798439.125000 Penalty: 10989.402344
	Iteration 7Q: 3 clusters Score -1798439 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1798489.500000 Penalty: 10989.402344
	Iteration 8Q: 3 clusters Score -1798490 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1798533.250000 Penalty: 10989.402344
	Iteration 9Q: 3 clusters Score -1798533 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1798555.875000 Penalty: 10989.402344
	Iteration 10Q: 3 clusters Score -1798556 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1798580.125000 Penalty: 10989.402344
	Iteration 11Q: 3 clusters Score -1798580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1798605.375000 Penalty: 10989.402344
	Iteration 12Q: 3 clusters Score -1798605 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1798625.750000 Penalty: 10989.402344
	Iteration 13Q: 3 clusters Score -1798626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1798649.000000 Penalty: 10989.402344
	Iteration 14Q: 3 clusters Score -1798649 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1798662.375000 Penalty: 10989.402344
	Iteration 15Q: 3 clusters Score -1798662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1798679.375000 Penalty: 10989.402344
	Iteration 16Q: 3 clusters Score -1798679 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1798693.500000 Penalty: 10989.402344
	Iteration 17Q: 3 clusters Score -1798694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1798708.625000 Penalty: 10989.402344
	Iteration 18Q: 3 clusters Score -1798709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1798715.625000 Penalty: 10989.402344
	Iteration 19Q: 3 clusters Score -1798716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1798730.125000 Penalty: 10989.402344
	Iteration 20F: 3 clusters Score -1798730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1798740.375000 Penalty: 10989.402344
	Iteration 21Q: 3 clusters Score -1798740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1798750.875000 Penalty: 10989.402344
	Iteration 22Q: 3 clusters Score -1798751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1798761.500000 Penalty: 10989.402344
	Iteration 23Q: 3 clusters Score -1798762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1798781.500000 Penalty: 10989.402344
	Iteration 24Q: 3 clusters Score -1798782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1798786.375000 Penalty: 10989.402344
	Iteration 25Q: 3 clusters Score -1798786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1798798.250000 Penalty: 10989.402344
	Iteration 26Q: 3 clusters Score -1798798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1798809.000000 Penalty: 10989.402344
	Iteration 27Q: 3 clusters Score -1798809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1798819.000000 Penalty: 10989.402344
	Iteration 28Q: 3 clusters Score -1798819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1798819.750000 Penalty: 10989.402344
	Iteration 29Q: 3 clusters Score -1798820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1798821.125000 Penalty: 10989.402344
	Iteration 30Q: 3 clusters Score -1798821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1798820.625000 Penalty: 10989.402344
	Iteration 31Q: 3 clusters Score -1798821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1798825.500000 Penalty: 10989.402344
	Iteration 32Q: 3 clusters Score -1798826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1798826.750000 Penalty: 10989.402344
	Iteration 33Q: 3 clusters Score -1798827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1798826.750000 Penalty: 10989.402344
	Iteration 34Q: 3 clusters Score -1798827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1798825.500000 Penalty: 10989.402344
	Iteration 35Q: 3 clusters Score -1798826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1798824.625000 Penalty: 10989.402344
	Iteration 36Q: 3 clusters Score -1798825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1798824.625000 Penalty: 10989.402344
	Iteration 37F: 3 clusters Score -1798825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Entering Unmasked Estep 
Score: -2916232.750000 Penalty: 5790.041992
	Iteration 0F: 2 clusters Score -2916233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2904213.500000 Penalty: 11580.083984
	Iteration 0F: 3 clusters Score -2904214 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2906881.750000 Penalty: 11580.083984
	Iteration 1F: 3 clusters Score -2906882 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2907406.500000 Penalty: 11580.083984
	Iteration 2F: 3 clusters Score -2907406 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2907729.250000 Penalty: 11580.083984
	Iteration 3Q: 3 clusters Score -2907729 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2907920.000000 Penalty: 11580.083984
	Iteration 4Q: 3 clusters Score -2907920 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2908082.500000 Penalty: 11580.083984
	Iteration 5Q: 3 clusters Score -2908082 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2908175.000000 Penalty: 11580.083984
	Iteration 6Q: 3 clusters Score -2908175 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2908252.000000 Penalty: 11580.083984
	Iteration 7Q: 3 clusters Score -2908252 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2908305.250000 Penalty: 11580.083984
	Iteration 8Q: 3 clusters Score -2908305 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2908356.000000 Penalty: 11580.083984
	Iteration 9Q: 3 clusters Score -2908356 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2908412.750000 Penalty: 11580.083984
	Iteration 10Q: 3 clusters Score -2908413 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2908457.000000 Penalty: 11580.083984
	Iteration 11Q: 3 clusters Score -2908457 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2908514.000000 Penalty: 11580.083984
	Iteration 12Q: 3 clusters Score -2908514 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2908572.750000 Penalty: 11580.083984
	Iteration 13Q: 3 clusters Score -2908573 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2908641.250000 Penalty: 11580.083984
	Iteration 14Q: 3 clusters Score -2908641 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2908695.000000 Penalty: 11580.083984
	Iteration 15Q: 3 clusters Score -2908695 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2908745.250000 Penalty: 11580.083984
	Iteration 16Q: 3 clusters Score -2908745 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2908775.000000 Penalty: 11580.083984
	Iteration 17Q: 3 clusters Score -2908775 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2908822.250000 Penalty: 11580.083984
	Iteration 18Q: 3 clusters Score -2908822 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2908856.000000 Penalty: 11580.083984
	Iteration 19Q: 3 clusters Score -2908856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2908897.000000 Penalty: 11580.083984
	Iteration 20F: 3 clusters Score -2908897 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2908942.750000 Penalty: 11580.083984
	Iteration 21Q: 3 clusters Score -2908943 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2908973.000000 Penalty: 11580.083984
	Iteration 22Q: 3 clusters Score -2908973 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2908995.000000 Penalty: 11580.083984
	Iteration 23Q: 3 clusters Score -2908995 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2909029.750000 Penalty: 11580.083984
	Iteration 24Q: 3 clusters Score -2909030 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2909053.500000 Penalty: 11580.083984
	Iteration 25Q: 3 clusters Score -2909054 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2909083.000000 Penalty: 11580.083984
	Iteration 26Q: 3 clusters Score -2909083 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2909106.500000 Penalty: 11580.083984
	Iteration 27Q: 3 clusters Score -2909106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2909129.250000 Penalty: 11580.083984
	Iteration 28Q: 3 clusters Score -2909129 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2909145.250000 Penalty: 11580.083984
	Iteration 29Q: 3 clusters Score -2909145 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2909169.500000 Penalty: 11580.083984
	Iteration 30Q: 3 clusters Score -2909170 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2909185.250000 Penalty: 11580.083984
	Iteration 31Q: 3 clusters Score -2909185 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2909210.250000 Penalty: 11580.083984
	Iteration 32Q: 3 clusters Score -2909210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2909235.750000 Penalty: 11580.083984
	Iteration 33Q: 3 clusters Score -2909236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2909249.750000 Penalty: 11580.083984
	Iteration 34Q: 3 clusters Score -2909250 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2909266.250000 Penalty: 11580.083984
	Iteration 35Q: 3 clusters Score -2909266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2909281.750000 Penalty: 11580.083984
	Iteration 36Q: 3 clusters Score -2909282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2909292.750000 Penalty: 11580.083984
	Iteration 37Q: 3 clusters Score -2909293 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2909317.500000 Penalty: 11580.083984
	Iteration 38Q: 3 clusters Score -2909318 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2909341.750000 Penalty: 11580.083984
	Iteration 39Q: 3 clusters Score -2909342 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2909371.000000 Penalty: 11580.083984
	Iteration 40F: 3 clusters Score -2909371 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2909404.250000 Penalty: 11580.083984
	Iteration 41Q: 3 clusters Score -2909404 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2909438.000000 Penalty: 11580.083984
	Iteration 42Q: 3 clusters Score -2909438 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2909471.250000 Penalty: 11580.083984
	Iteration 43Q: 3 clusters Score -2909471 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2909533.750000 Penalty: 11580.083984
	Iteration 44Q: 3 clusters Score -2909534 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2909597.250000 Penalty: 11580.083984
	Iteration 45Q: 3 clusters Score -2909597 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2909661.750000 Penalty: 11580.083984
	Iteration 46Q: 3 clusters Score -2909662 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2909731.000000 Penalty: 11580.083984
	Iteration 47Q: 3 clusters Score -2909731 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2909806.750000 Penalty: 11580.083984
	Iteration 48Q: 3 clusters Score -2909807 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2909885.750000 Penalty: 11580.083984
	Iteration 49Q: 3 clusters Score -2909886 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2909963.000000 Penalty: 11580.083984
	Iteration 50Q: 3 clusters Score -2909963 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2910059.250000 Penalty: 11580.083984
	Iteration 51Q: 3 clusters Score -2910059 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2910124.000000 Penalty: 11580.083984
	Iteration 52Q: 3 clusters Score -2910124 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2910193.500000 Penalty: 11580.083984
	Iteration 53Q: 3 clusters Score -2910194 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2910276.250000 Penalty: 11580.083984
	Iteration 54Q: 3 clusters Score -2910276 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2910346.750000 Penalty: 11580.083984
	Iteration 55Q: 3 clusters Score -2910347 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2910398.250000 Penalty: 11580.083984
	Iteration 56Q: 3 clusters Score -2910398 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2910477.750000 Penalty: 11580.083984
	Iteration 57Q: 3 clusters Score -2910478 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2910561.500000 Penalty: 11580.083984
	Iteration 58Q: 3 clusters Score -2910562 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2910629.250000 Penalty: 11580.083984
	Iteration 59Q: 3 clusters Score -2910629 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2910694.750000 Penalty: 11580.083984
	Iteration 60F: 3 clusters Score -2910695 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2910765.250000 Penalty: 11580.083984
	Iteration 61Q: 3 clusters Score -2910765 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2910826.250000 Penalty: 11580.083984
	Iteration 62Q: 3 clusters Score -2910826 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2910882.500000 Penalty: 11580.083984
	Iteration 63Q: 3 clusters Score -2910882 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2910921.500000 Penalty: 11580.083984
	Iteration 64Q: 3 clusters Score -2910922 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2910961.250000 Penalty: 11580.083984
	Iteration 65Q: 3 clusters Score -2910961 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2911002.500000 Penalty: 11580.083984
	Iteration 66Q: 3 clusters Score -2911002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2911029.000000 Penalty: 11580.083984
	Iteration 67Q: 3 clusters Score -2911029 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2911064.500000 Penalty: 11580.083984
	Iteration 68Q: 3 clusters Score -2911064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2911090.250000 Penalty: 11580.083984
	Iteration 69Q: 3 clusters Score -2911090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2911100.750000 Penalty: 11580.083984
	Iteration 70Q: 3 clusters Score -2911101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2911120.000000 Penalty: 11580.083984
	Iteration 71Q: 3 clusters Score -2911120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2911135.250000 Penalty: 11580.083984
	Iteration 72Q: 3 clusters Score -2911135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2911153.250000 Penalty: 11580.083984
	Iteration 73Q: 3 clusters Score -2911153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2911167.000000 Penalty: 11580.083984
	Iteration 74Q: 3 clusters Score -2911167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2911168.250000 Penalty: 11580.083984
	Iteration 75Q: 3 clusters Score -2911168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2911173.750000 Penalty: 11580.083984
	Iteration 76Q: 3 clusters Score -2911174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2911177.000000 Penalty: 11580.083984
	Iteration 77Q: 3 clusters Score -2911177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2911191.750000 Penalty: 11580.083984
	Iteration 78Q: 3 clusters Score -2911192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2911207.000000 Penalty: 11580.083984
	Iteration 79Q: 3 clusters Score -2911207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2911219.750000 Penalty: 11580.083984
	Iteration 80F: 3 clusters Score -2911220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2911221.500000 Penalty: 11580.083984
	Iteration 81Q: 3 clusters Score -2911222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2911230.750000 Penalty: 11580.083984
	Iteration 82Q: 3 clusters Score -2911231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2911237.250000 Penalty: 11580.083984
	Iteration 83Q: 3 clusters Score -2911237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2911242.000000 Penalty: 11580.083984
	Iteration 84Q: 3 clusters Score -2911242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2911253.000000 Penalty: 11580.083984
	Iteration 85Q: 3 clusters Score -2911253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2911269.750000 Penalty: 11580.083984
	Iteration 86Q: 3 clusters Score -2911270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2911267.750000 Penalty: 11580.083984
	Iteration 87Q: 3 clusters Score -2911268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2911271.250000 Penalty: 11580.083984
	Iteration 88Q: 3 clusters Score -2911271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2911273.250000 Penalty: 11580.083984
	Iteration 89Q: 3 clusters Score -2911273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2911273.750000 Penalty: 11580.083984
	Iteration 90Q: 3 clusters Score -2911274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2911273.750000 Penalty: 11580.083984
	Iteration 91F: 3 clusters Score -2911274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Entering Unmasked Estep 
Score: -554413.625000 Penalty: 4798.807617
	Iteration 0F: 2 clusters Score -554413.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -548984.125000 Penalty: 9597.615234
	Iteration 0F: 3 clusters Score -548984.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -549659.250000 Penalty: 9597.615234
	Iteration 1F: 3 clusters Score -549659.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -549887.000000 Penalty: 9597.615234
	Iteration 2F: 3 clusters Score -549887 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -550046.500000 Penalty: 9597.615234
	Iteration 3Q: 3 clusters Score -550046.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -550158.062500 Penalty: 9597.615234
	Iteration 4Q: 3 clusters Score -550158.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -550281.812500 Penalty: 9597.615234
	Iteration 5Q: 3 clusters Score -550281.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -550378.437500 Penalty: 9597.615234
	Iteration 6Q: 3 clusters Score -550378.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -550458.250000 Penalty: 9597.615234
	Iteration 7Q: 3 clusters Score -550458.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -550527.500000 Penalty: 9597.615234
	Iteration 8Q: 3 clusters Score -550527.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -550580.500000 Penalty: 9597.615234
	Iteration 9Q: 3 clusters Score -550580.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -550638.812500 Penalty: 9597.615234
	Iteration 10Q: 3 clusters Score -550638.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -550708.187500 Penalty: 9597.615234
	Iteration 11Q: 3 clusters Score -550708.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -550768.125000 Penalty: 9597.615234
	Iteration 12Q: 3 clusters Score -550768.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -550831.875000 Penalty: 9597.615234
	Iteration 13Q: 3 clusters Score -550831.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -550908.000000 Penalty: 9597.615234
	Iteration 14Q: 3 clusters Score -550908 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -551045.875000 Penalty: 9597.615234
	Iteration 15Q: 3 clusters Score -551045.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -551266.875000 Penalty: 9597.615234
	Iteration 16Q: 3 clusters Score -551266.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -551539.687500 Penalty: 9597.615234
	Iteration 17Q: 3 clusters Score -551539.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -551863.937500 Penalty: 9597.615234
	Iteration 18Q: 3 clusters Score -551863.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -552281.250000 Penalty: 9597.615234
	Iteration 19Q: 3 clusters Score -552281.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -552575.375000 Penalty: 9597.615234
	Iteration 20F: 3 clusters Score -552575.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -552770.875000 Penalty: 9597.615234
	Iteration 21Q: 3 clusters Score -552770.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -552955.437500 Penalty: 9597.615234
	Iteration 22Q: 3 clusters Score -552955.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -553148.625000 Penalty: 9597.615234
	Iteration 23Q: 3 clusters Score -553148.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -553365.562500 Penalty: 9597.615234
	Iteration 24Q: 3 clusters Score -553365.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -553638.000000 Penalty: 9597.615234
	Iteration 25Q: 3 clusters Score -553638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -553836.312500 Penalty: 9597.615234
	Iteration 26Q: 3 clusters Score -553836.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -553912.250000 Penalty: 9597.615234
	Iteration 27Q: 3 clusters Score -553912.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -553923.437500 Penalty: 9597.615234
	Iteration 28Q: 3 clusters Score -553923.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -553928.437500 Penalty: 9597.615234
	Iteration 29Q: 3 clusters Score -553928.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -553928.437500 Penalty: 9597.615234
	Iteration 30F: 3 clusters Score -553928.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -239463.312500 Penalty: 4332.377930
	Iteration 0F: 2 clusters Score -239463.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -235204.828125 Penalty: 8664.755859
	Iteration 0F: 3 clusters Score -235204.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -235759.250000 Penalty: 8664.755859
	Iteration 1F: 3 clusters Score -235759.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -235916.046875 Penalty: 8664.755859
	Iteration 2F: 3 clusters Score -235916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -235978.500000 Penalty: 8664.755859
	Iteration 3Q: 3 clusters Score -235978.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -236015.390625 Penalty: 8664.755859
	Iteration 4Q: 3 clusters Score -236015.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -236043.703125 Penalty: 8664.755859
	Iteration 5Q: 3 clusters Score -236043.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -236062.031250 Penalty: 8664.755859
	Iteration 6Q: 3 clusters Score -236062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -236071.031250 Penalty: 8664.755859
	Iteration 7Q: 3 clusters Score -236071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -236078.484375 Penalty: 8664.755859
	Iteration 8Q: 3 clusters Score -236078.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -236080.562500 Penalty: 8664.755859
	Iteration 9Q: 3 clusters Score -236080.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -236080.562500 Penalty: 8664.755859
	Iteration 10F: 3 clusters Score -236080.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Entering Unmasked Estep 
Score: -2503385.750000 Penalty: 5695.408203
	Iteration 0F: 2 clusters Score -2503386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2492450.750000 Penalty: 11390.816406
	Iteration 0F: 3 clusters Score -2492451 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2494853.750000 Penalty: 11390.816406
	Iteration 1F: 3 clusters Score -2494854 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2495309.750000 Penalty: 11390.816406
	Iteration 2F: 3 clusters Score -2495310 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2495594.750000 Penalty: 11390.816406
	Iteration 3Q: 3 clusters Score -2495595 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2495807.750000 Penalty: 11390.816406
	Iteration 4Q: 3 clusters Score -2495808 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2495986.750000 Penalty: 11390.816406
	Iteration 5Q: 3 clusters Score -2495987 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2496128.250000 Penalty: 11390.816406
	Iteration 6Q: 3 clusters Score -2496128 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2496248.000000 Penalty: 11390.816406
	Iteration 7Q: 3 clusters Score -2496248 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2496336.000000 Penalty: 11390.816406
	Iteration 8Q: 3 clusters Score -2496336 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2496438.750000 Penalty: 11390.816406
	Iteration 9Q: 3 clusters Score -2496439 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2496577.750000 Penalty: 11390.816406
	Iteration 10Q: 3 clusters Score -2496578 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2496680.000000 Penalty: 11390.816406
	Iteration 11Q: 3 clusters Score -2496680 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2496789.250000 Penalty: 11390.816406
	Iteration 12Q: 3 clusters Score -2496789 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2496900.750000 Penalty: 11390.816406
	Iteration 13Q: 3 clusters Score -2496901 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2497009.750000 Penalty: 11390.816406
	Iteration 14Q: 3 clusters Score -2497010 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2497129.000000 Penalty: 11390.816406
	Iteration 15Q: 3 clusters Score -2497129 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2497252.500000 Penalty: 11390.816406
	Iteration 16Q: 3 clusters Score -2497252 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2497398.500000 Penalty: 11390.816406
	Iteration 17Q: 3 clusters Score -2497398 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2497540.250000 Penalty: 11390.816406
	Iteration 18Q: 3 clusters Score -2497540 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2497721.250000 Penalty: 11390.816406
	Iteration 19Q: 3 clusters Score -2497721 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2497929.000000 Penalty: 11390.816406
	Iteration 20F: 3 clusters Score -2497929 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2498120.000000 Penalty: 11390.816406
	Iteration 21Q: 3 clusters Score -2498120 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2498352.000000 Penalty: 11390.816406
	Iteration 22Q: 3 clusters Score -2498352 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2498587.000000 Penalty: 11390.816406
	Iteration 23Q: 3 clusters Score -2498587 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2498822.500000 Penalty: 11390.816406
	Iteration 24Q: 3 clusters Score -2498822 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2499072.500000 Penalty: 11390.816406
	Iteration 25Q: 3 clusters Score -2499072 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2499272.000000 Penalty: 11390.816406
	Iteration 26Q: 3 clusters Score -2499272 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2499443.750000 Penalty: 11390.816406
	Iteration 27Q: 3 clusters Score -2499444 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2499601.000000 Penalty: 11390.816406
	Iteration 28Q: 3 clusters Score -2499601 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2499756.000000 Penalty: 11390.816406
	Iteration 29Q: 3 clusters Score -2499756 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2499877.000000 Penalty: 11390.816406
	Iteration 30Q: 3 clusters Score -2499877 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2500014.500000 Penalty: 11390.816406
	Iteration 31Q: 3 clusters Score -2500014 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2500159.250000 Penalty: 11390.816406
	Iteration 32Q: 3 clusters Score -2500159 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2500282.250000 Penalty: 11390.816406
	Iteration 33Q: 3 clusters Score -2500282 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2500409.250000 Penalty: 11390.816406
	Iteration 34Q: 3 clusters Score -2500409 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2500550.750000 Penalty: 11390.816406
	Iteration 35Q: 3 clusters Score -2500551 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2500656.000000 Penalty: 11390.816406
	Iteration 36Q: 3 clusters Score -2500656 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2500759.500000 Penalty: 11390.816406
	Iteration 37Q: 3 clusters Score -2500760 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2500829.750000 Penalty: 11390.816406
	Iteration 38Q: 3 clusters Score -2500830 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2500912.000000 Penalty: 11390.816406
	Iteration 39Q: 3 clusters Score -2500912 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2500981.500000 Penalty: 11390.816406
	Iteration 40F: 3 clusters Score -2500982 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2501080.500000 Penalty: 11390.816406
	Iteration 41Q: 3 clusters Score -2501080 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2501128.500000 Penalty: 11390.816406
	Iteration 42Q: 3 clusters Score -2501128 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2501173.750000 Penalty: 11390.816406
	Iteration 43Q: 3 clusters Score -2501174 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2501221.500000 Penalty: 11390.816406
	Iteration 44Q: 3 clusters Score -2501222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2501264.250000 Penalty: 11390.816406
	Iteration 45Q: 3 clusters Score -2501264 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2501280.000000 Penalty: 11390.816406
	Iteration 46Q: 3 clusters Score -2501280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2501289.500000 Penalty: 11390.816406
	Iteration 47Q: 3 clusters Score -2501290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2501299.750000 Penalty: 11390.816406
	Iteration 48Q: 3 clusters Score -2501300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2501315.750000 Penalty: 11390.816406
	Iteration 49Q: 3 clusters Score -2501316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2501333.000000 Penalty: 11390.816406
	Iteration 50Q: 3 clusters Score -2501333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2501347.500000 Penalty: 11390.816406
	Iteration 51Q: 3 clusters Score -2501348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2501357.000000 Penalty: 11390.816406
	Iteration 52Q: 3 clusters Score -2501357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2501371.750000 Penalty: 11390.816406
	Iteration 53Q: 3 clusters Score -2501372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2501382.000000 Penalty: 11390.816406
	Iteration 54Q: 3 clusters Score -2501382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2501397.250000 Penalty: 11390.816406
	Iteration 55Q: 3 clusters Score -2501397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2501413.250000 Penalty: 11390.816406
	Iteration 56Q: 3 clusters Score -2501413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2501420.250000 Penalty: 11390.816406
	Iteration 57Q: 3 clusters Score -2501420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2501431.000000 Penalty: 11390.816406
	Iteration 58Q: 3 clusters Score -2501431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2501435.750000 Penalty: 11390.816406
	Iteration 59Q: 3 clusters Score -2501436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2501439.250000 Penalty: 11390.816406
	Iteration 60F: 3 clusters Score -2501439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2501439.750000 Penalty: 11390.816406
	Iteration 61Q: 3 clusters Score -2501440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2501441.000000 Penalty: 11390.816406
	Iteration 62Q: 3 clusters Score -2501441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2501442.000000 Penalty: 11390.816406
	Iteration 63Q: 3 clusters Score -2501442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2501445.250000 Penalty: 11390.816406
	Iteration 64Q: 3 clusters Score -2501445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2501448.750000 Penalty: 11390.816406
	Iteration 65Q: 3 clusters Score -2501449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2501445.750000 Penalty: 11390.816406
	Iteration 66Q: 3 clusters Score -2501446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2501444.500000 Penalty: 11390.816406
	Iteration 67Q: 3 clusters Score -2501444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2501443.250000 Penalty: 11390.816406
	Iteration 68Q: 3 clusters Score -2501443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2501444.000000 Penalty: 11390.816406
	Iteration 69Q: 3 clusters Score -2501444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2501444.500000 Penalty: 11390.816406
	Iteration 70Q: 3 clusters Score -2501444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2501450.750000 Penalty: 11390.816406
	Iteration 71Q: 3 clusters Score -2501451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2501450.500000 Penalty: 11390.816406
	Iteration 72Q: 3 clusters Score -2501450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2501453.000000 Penalty: 11390.816406
	Iteration 73Q: 3 clusters Score -2501453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2501449.750000 Penalty: 11390.816406
	Iteration 74Q: 3 clusters Score -2501450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2501449.750000 Penalty: 11390.816406
	Iteration 75F: 3 clusters Score -2501450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Entering Unmasked Estep 
Score: -937773.812500 Penalty: 5129.366699
	Iteration 0F: 2 clusters Score -937773.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -931183.000000 Penalty: 10258.733398
	Iteration 0F: 3 clusters Score -931183 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -932296.750000 Penalty: 10258.733398
	Iteration 1F: 3 clusters Score -932296.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -932635.062500 Penalty: 10258.733398
	Iteration 2F: 3 clusters Score -932635.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -932825.375000 Penalty: 10258.733398
	Iteration 3Q: 3 clusters Score -932825.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -932958.375000 Penalty: 10258.733398
	Iteration 4Q: 3 clusters Score -932958.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -933067.125000 Penalty: 10258.733398
	Iteration 5Q: 3 clusters Score -933067.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -933143.125000 Penalty: 10258.733398
	Iteration 6Q: 3 clusters Score -933143.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -933204.125000 Penalty: 10258.733398
	Iteration 7Q: 3 clusters Score -933204.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -933264.250000 Penalty: 10258.733398
	Iteration 8Q: 3 clusters Score -933264.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -933327.562500 Penalty: 10258.733398
	Iteration 9Q: 3 clusters Score -933327.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -933394.500000 Penalty: 10258.733398
	Iteration 10Q: 3 clusters Score -933394.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -933438.187500 Penalty: 10258.733398
	Iteration 11Q: 3 clusters Score -933438.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -933480.000000 Penalty: 10258.733398
	Iteration 12Q: 3 clusters Score -933480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -933520.687500 Penalty: 10258.733398
	Iteration 13Q: 3 clusters Score -933520.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -933569.812500 Penalty: 10258.733398
	Iteration 14Q: 3 clusters Score -933569.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -933598.375000 Penalty: 10258.733398
	Iteration 15Q: 3 clusters Score -933598.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -933626.312500 Penalty: 10258.733398
	Iteration 16Q: 3 clusters Score -933626.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -933654.250000 Penalty: 10258.733398
	Iteration 17Q: 3 clusters Score -933654.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -933675.812500 Penalty: 10258.733398
	Iteration 18Q: 3 clusters Score -933675.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -933700.000000 Penalty: 10258.733398
	Iteration 19Q: 3 clusters Score -933700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -933734.500000 Penalty: 10258.733398
	Iteration 20F: 3 clusters Score -933734.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -933775.000000 Penalty: 10258.733398
	Iteration 21Q: 3 clusters Score -933775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -933800.562500 Penalty: 10258.733398
	Iteration 22Q: 3 clusters Score -933800.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -933825.875000 Penalty: 10258.733398
	Iteration 23Q: 3 clusters Score -933825.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -933853.812500 Penalty: 10258.733398
	Iteration 24Q: 3 clusters Score -933853.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -933864.187500 Penalty: 10258.733398
	Iteration 25Q: 3 clusters Score -933864.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -933884.750000 Penalty: 10258.733398
	Iteration 26Q: 3 clusters Score -933884.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -933900.625000 Penalty: 10258.733398
	Iteration 27Q: 3 clusters Score -933900.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -933917.000000 Penalty: 10258.733398
	Iteration 28Q: 3 clusters Score -933917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -933929.250000 Penalty: 10258.733398
	Iteration 29Q: 3 clusters Score -933929.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -933939.625000 Penalty: 10258.733398
	Iteration 30Q: 3 clusters Score -933939.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -933944.187500 Penalty: 10258.733398
	Iteration 31Q: 3 clusters Score -933944.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -933946.187500 Penalty: 10258.733398
	Iteration 32Q: 3 clusters Score -933946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -933947.875000 Penalty: 10258.733398
	Iteration 33Q: 3 clusters Score -933947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -933949.000000 Penalty: 10258.733398
	Iteration 34Q: 3 clusters Score -933949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -933951.750000 Penalty: 10258.733398
	Iteration 35Q: 3 clusters Score -933951.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -933953.000000 Penalty: 10258.733398
	Iteration 36Q: 3 clusters Score -933953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -933952.187500 Penalty: 10258.733398
	Iteration 37Q: 3 clusters Score -933952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -933951.187500 Penalty: 10258.733398
	Iteration 38Q: 3 clusters Score -933951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -933954.062500 Penalty: 10258.733398
	Iteration 39Q: 3 clusters Score -933954.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -933954.062500 Penalty: 10258.733398
	Iteration 40F: 3 clusters Score -933954.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -64285.218750 Penalty: 3586.231689
	Iteration 0F: 2 clusters Score -64285.22 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 172 members 
Entering Unmasked Estep 
Score: -61633.589844 Penalty: 7172.463379
	Iteration 0F: 3 clusters Score -61633.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61877.128906 Penalty: 7172.463379
	Iteration 1F: 3 clusters Score -61877.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61948.574219 Penalty: 7172.463379
	Iteration 2Q: 3 clusters Score -61948.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61972.207031 Penalty: 7172.463379
	Iteration 3Q: 3 clusters Score -61972.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62019.390625 Penalty: 7172.463379
	Iteration 4Q: 3 clusters Score -62019.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -62073.226562 Penalty: 7172.463379
	Iteration 5Q: 3 clusters Score -62073.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -62084.324219 Penalty: 7172.463379
	Iteration 6Q: 3 clusters Score -62084.32 nChanged 1
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: -62093.058594 Penalty: 7172.463379
	Iteration 7Q: 3 clusters Score -62093.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -62099.507812 Penalty: 7172.463379
	Iteration 8Q: 3 clusters Score -62099.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62105.699219 Penalty: 7172.463379
	Iteration 9Q: 3 clusters Score -62105.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -62114.578125 Penalty: 7172.463379
	Iteration 10Q: 3 clusters Score -62114.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -62114.578125 Penalty: 7172.463379
	Iteration 11F: 3 clusters Score -62114.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -62960.121094 Penalty: 3722.555908
	Iteration 0F: 2 clusters Score -62960.12 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 210 members 
Entering Unmasked Estep 
Score: -60140.429688 Penalty: 7445.111816
	Iteration 0F: 3 clusters Score -60140.43 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60571.148438 Penalty: 7445.111816
	Iteration 1F: 3 clusters Score -60571.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -60984.593750 Penalty: 7445.111816
	Iteration 2F: 3 clusters Score -60984.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -61375.000000 Penalty: 7445.111816
	Iteration 3F: 3 clusters Score -61375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -61939.765625 Penalty: 7445.111816
	Iteration 4Q: 3 clusters Score -61939.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -62212.414062 Penalty: 7445.111816
	Iteration 5Q: 3 clusters Score -62212.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -62292.183594 Penalty: 7445.111816
	Iteration 6Q: 3 clusters Score -62292.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -62334.542969 Penalty: 7445.111816
	Iteration 7Q: 3 clusters Score -62334.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -62341.132812 Penalty: 7445.111816
	Iteration 8Q: 3 clusters Score -62341.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -62362.468750 Penalty: 7445.111816
	Iteration 9F: 3 clusters Score -62362.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -62604.292969 Penalty: 7445.111816
	Iteration 10Q: 3 clusters Score -62604.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -62703.027344 Penalty: 7445.111816
	Iteration 11Q: 3 clusters Score -62703.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -62703.027344 Penalty: 7445.111816
	Iteration 12F: 3 clusters Score -62703.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Entering Unmasked Estep 
Score: -6463939.000000 Penalty: 6271.012207
	Iteration 0F: 2 clusters Score -6463939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -6442410.000000 Penalty: 12542.024414
	Iteration 0F: 3 clusters Score -6442410 nChanged 11739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -6448706.500000 Penalty: 12542.024414
	Iteration 1F: 3 clusters Score -6448706 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -6449493.000000 Penalty: 12542.024414
	Iteration 2F: 3 clusters Score -6449493 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -6449995.000000 Penalty: 12542.024414
	Iteration 3Q: 3 clusters Score -6449995 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -6450420.500000 Penalty: 12542.024414
	Iteration 4Q: 3 clusters Score -6450420 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -6450830.000000 Penalty: 12542.024414
	Iteration 5Q: 3 clusters Score -6450830 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -6451246.500000 Penalty: 12542.024414
	Iteration 6Q: 3 clusters Score -6451246 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -6451711.500000 Penalty: 12542.024414
	Iteration 7Q: 3 clusters Score -6451712 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -6452322.500000 Penalty: 12542.024414
	Iteration 8Q: 3 clusters Score -6452322 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -6453010.500000 Penalty: 12542.024414
	Iteration 9Q: 3 clusters Score -6453010 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -6453939.000000 Penalty: 12542.024414
	Iteration 10Q: 3 clusters Score -6453939 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -6454979.500000 Penalty: 12542.024414
	Iteration 11Q: 3 clusters Score -6454980 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6456006.000000 Penalty: 12542.024414
	Iteration 12Q: 3 clusters Score -6456006 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -6456856.000000 Penalty: 12542.024414
	Iteration 13Q: 3 clusters Score -6456856 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6457466.500000 Penalty: 12542.024414
	Iteration 14Q: 3 clusters Score -6457466 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6457859.000000 Penalty: 12542.024414
	Iteration 15Q: 3 clusters Score -6457859 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6458158.000000 Penalty: 12542.024414
	Iteration 16Q: 3 clusters Score -6458158 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6458336.500000 Penalty: 12542.024414
	Iteration 17Q: 3 clusters Score -6458336 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6458415.500000 Penalty: 12542.024414
	Iteration 18Q: 3 clusters Score -6458416 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6458474.500000 Penalty: 12542.024414
	Iteration 19Q: 3 clusters Score -6458474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6458508.000000 Penalty: 12542.024414
	Iteration 20F: 3 clusters Score -6458508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6458551.500000 Penalty: 12542.024414
	Iteration 21Q: 3 clusters Score -6458552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6458581.000000 Penalty: 12542.024414
	Iteration 22Q: 3 clusters Score -6458581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6458617.000000 Penalty: 12542.024414
	Iteration 23Q: 3 clusters Score -6458617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6458622.000000 Penalty: 12542.024414
	Iteration 24Q: 3 clusters Score -6458622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6458636.000000 Penalty: 12542.024414
	Iteration 25Q: 3 clusters Score -6458636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6458635.000000 Penalty: 12542.024414
	Iteration 26Q: 3 clusters Score -6458635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6458644.000000 Penalty: 12542.024414
	Iteration 27Q: 3 clusters Score -6458644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6458647.000000 Penalty: 12542.024414
	Iteration 28Q: 3 clusters Score -6458647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6458654.500000 Penalty: 12542.024414
	Iteration 29Q: 3 clusters Score -6458654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6458661.500000 Penalty: 12542.024414
	Iteration 30Q: 3 clusters Score -6458662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6458650.500000 Penalty: 12542.024414
	Iteration 31Q: 3 clusters Score -6458650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6458659.000000 Penalty: 12542.024414
	Iteration 32Q: 3 clusters Score -6458659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6458670.500000 Penalty: 12542.024414
	Iteration 33Q: 3 clusters Score -6458670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6458674.000000 Penalty: 12542.024414
	Iteration 34Q: 3 clusters Score -6458674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6458672.000000 Penalty: 12542.024414
	Iteration 35Q: 3 clusters Score -6458672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6458677.000000 Penalty: 12542.024414
	Iteration 36Q: 3 clusters Score -6458677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6458682.500000 Penalty: 12542.024414
	Iteration 37Q: 3 clusters Score -6458682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6458682.000000 Penalty: 12542.024414
	Iteration 38Q: 3 clusters Score -6458682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6458674.500000 Penalty: 12542.024414
	Iteration 39Q: 3 clusters Score -6458674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6458670.500000 Penalty: 12542.024414
	Iteration 40F: 3 clusters Score -6458670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6458671.500000 Penalty: 12542.024414
	Iteration 41Q: 3 clusters Score -6458672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6458671.500000 Penalty: 12542.024414
	Iteration 42F: 3 clusters Score -6458672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (34810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Entering Unmasked Estep 
Score: -7939853.000000 Penalty: 6405.316406
	Iteration 0F: 2 clusters Score -7939853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -7913920.000000 Penalty: 12810.632812
	Iteration 0F: 3 clusters Score -7913920 nChanged 14948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -7921826.000000 Penalty: 12810.632812
	Iteration 1F: 3 clusters Score -7921826 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -7922633.000000 Penalty: 12810.632812
	Iteration 2F: 3 clusters Score -7922633 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -7923417.500000 Penalty: 12810.632812
	Iteration 3Q: 3 clusters Score -7923418 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -7924342.500000 Penalty: 12810.632812
	Iteration 4Q: 3 clusters Score -7924342 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -7925658.000000 Penalty: 12810.632812
	Iteration 5Q: 3 clusters Score -7925658 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -7927253.000000 Penalty: 12810.632812
	Iteration 6F: 3 clusters Score -7927253 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -7929314.500000 Penalty: 12810.632812
	Iteration 7F: 3 clusters Score -7929314 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -7931425.500000 Penalty: 12810.632812
	Iteration 8F: 3 clusters Score -7931426 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -7933218.500000 Penalty: 12810.632812
	Iteration 9F: 3 clusters Score -7933218 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -7934369.500000 Penalty: 12810.632812
	Iteration 10Q: 3 clusters Score -7934370 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -7935161.500000 Penalty: 12810.632812
	Iteration 11Q: 3 clusters Score -7935162 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -7935621.500000 Penalty: 12810.632812
	Iteration 12Q: 3 clusters Score -7935622 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -7936010.000000 Penalty: 12810.632812
	Iteration 13Q: 3 clusters Score -7936010 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -7936178.000000 Penalty: 12810.632812
	Iteration 14Q: 3 clusters Score -7936178 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -7936339.500000 Penalty: 12810.632812
	Iteration 15Q: 3 clusters Score -7936340 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -7936447.000000 Penalty: 12810.632812
	Iteration 16Q: 3 clusters Score -7936447 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -7936550.500000 Penalty: 12810.632812
	Iteration 17Q: 3 clusters Score -7936550 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -7936649.000000 Penalty: 12810.632812
	Iteration 18Q: 3 clusters Score -7936649 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -7936720.000000 Penalty: 12810.632812
	Iteration 19Q: 3 clusters Score -7936720 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -7936776.000000 Penalty: 12810.632812
	Iteration 20F: 3 clusters Score -7936776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -7936819.500000 Penalty: 12810.632812
	Iteration 21Q: 3 clusters Score -7936820 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -7936839.500000 Penalty: 12810.632812
	Iteration 22Q: 3 clusters Score -7936840 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -7936857.500000 Penalty: 12810.632812
	Iteration 23Q: 3 clusters Score -7936858 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -7936874.000000 Penalty: 12810.632812
	Iteration 24Q: 3 clusters Score -7936874 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -7936872.000000 Penalty: 12810.632812
	Iteration 25Q: 3 clusters Score -7936872 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -7936895.500000 Penalty: 12810.632812
	Iteration 26Q: 3 clusters Score -7936896 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -7936901.000000 Penalty: 12810.632812
	Iteration 27Q: 3 clusters Score -7936901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -7936897.500000 Penalty: 12810.632812
	Iteration 28Q: 3 clusters Score -7936898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -7936903.500000 Penalty: 12810.632812
	Iteration 29Q: 3 clusters Score -7936904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -7936907.000000 Penalty: 12810.632812
	Iteration 30Q: 3 clusters Score -7936907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -7936892.000000 Penalty: 12810.632812
	Iteration 31Q: 3 clusters Score -7936892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -7936897.500000 Penalty: 12810.632812
	Iteration 32Q: 3 clusters Score -7936898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -7936911.500000 Penalty: 12810.632812
	Iteration 33Q: 3 clusters Score -7936912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -7936911.500000 Penalty: 12810.632812
	Iteration 34Q: 3 clusters Score -7936912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -7936918.000000 Penalty: 12810.632812
	Iteration 35Q: 3 clusters Score -7936918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -7936935.000000 Penalty: 12810.632812
	Iteration 36Q: 3 clusters Score -7936935 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -7936937.000000 Penalty: 12810.632812
	Iteration 37Q: 3 clusters Score -7936937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -7936943.000000 Penalty: 12810.632812
	Iteration 38Q: 3 clusters Score -7936943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -7936962.000000 Penalty: 12810.632812
	Iteration 39Q: 3 clusters Score -7936962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -7936968.000000 Penalty: 12810.632812
	Iteration 40F: 3 clusters Score -7936968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -7936966.000000 Penalty: 12810.632812
	Iteration 41Q: 3 clusters Score -7936966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -7936959.000000 Penalty: 12810.632812
	Iteration 42Q: 3 clusters Score -7936959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -7936962.500000 Penalty: 12810.632812
	Iteration 43Q: 3 clusters Score -7936962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -7936967.500000 Penalty: 12810.632812
	Iteration 44Q: 3 clusters Score -7936968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -7936967.000000 Penalty: 12810.632812
	Iteration 45Q: 3 clusters Score -7936967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -7936975.500000 Penalty: 12810.632812
	Iteration 46Q: 3 clusters Score -7936976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -7936985.000000 Penalty: 12810.632812
	Iteration 47Q: 3 clusters Score -7936985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -7936982.000000 Penalty: 12810.632812
	Iteration 48Q: 3 clusters Score -7936982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -7936986.500000 Penalty: 12810.632812
	Iteration 49Q: 3 clusters Score -7936986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -7936978.500000 Penalty: 12810.632812
	Iteration 50Q: 3 clusters Score -7936978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -7936983.000000 Penalty: 12810.632812
	Iteration 51Q: 3 clusters Score -7936983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -7936987.500000 Penalty: 12810.632812
	Iteration 52Q: 3 clusters Score -7936988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -7936992.000000 Penalty: 12810.632812
	Iteration 53Q: 3 clusters Score -7936992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -7936993.000000 Penalty: 12810.632812
	Iteration 54Q: 3 clusters Score -7936993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -7936994.500000 Penalty: 12810.632812
	Iteration 55Q: 3 clusters Score -7936994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -7937000.000000 Penalty: 12810.632812
	Iteration 56Q: 3 clusters Score -7937000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -7937003.500000 Penalty: 12810.632812
	Iteration 57Q: 3 clusters Score -7937004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -7937005.000000 Penalty: 12810.632812
	Iteration 58Q: 3 clusters Score -7937005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -7937003.500000 Penalty: 12810.632812
	Iteration 59Q: 3 clusters Score -7937004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -7937008.000000 Penalty: 12810.632812
	Iteration 60F: 3 clusters Score -7937008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -7937007.500000 Penalty: 12810.632812
	Iteration 61Q: 3 clusters Score -7937008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -7937007.000000 Penalty: 12810.632812
	Iteration 62Q: 3 clusters Score -7937007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -7937003.500000 Penalty: 12810.632812
	Iteration 63Q: 3 clusters Score -7937004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -7937003.500000 Penalty: 12810.632812
	Iteration 64F: 3 clusters Score -7937004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -78766.234375 Penalty: 3663.616211
	Iteration 0F: 2 clusters Score -78766.23 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 199 members 
Entering Unmasked Estep 
Score: -75672.843750 Penalty: 7327.232422
	Iteration 0F: 3 clusters Score -75672.84 nChanged 19
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: -75797.015625 Penalty: 7327.232422
	Iteration 1Q: 3 clusters Score -75797.02 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: -75802.601562 Penalty: 7327.232422
	Iteration 2Q: 3 clusters Score -75802.6 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: -75802.601562 Penalty: 7327.232422
	Iteration 3F: 3 clusters Score -75802.6 nChanged 0
--- Evaluating fit on full set of 1849261 points ---
Entering Unmasked Estep 
Score: -413224928.000000 Penalty: 229802.484375
20->27 Clusters: Score -413224928.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 616420 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 30740 members 
Mstep: Class 3 contains 30797 members 
Mstep: Class 4 contains 30836 members 
Mstep: Class 5 contains 30908 members 
Mstep: Class 6 contains 30638 members 
Mstep: Class 7 contains 30833 members 
Mstep: Class 8 contains 30917 members 
Mstep: Class 9 contains 30631 members 
Mstep: Class 10 contains 30898 members 
Mstep: Class 11 contains 30689 members 
Mstep: Class 12 contains 30979 members 
Mstep: Class 13 contains 30854 members 
Mstep: Class 14 contains 30805 members 
Mstep: Class 15 contains 30950 members 
Mstep: Class 16 contains 30628 members 
Mstep: Class 17 contains 30936 members 
Mstep: Class 18 contains 30711 members 
Mstep: Class 19 contains 30683 members 
Mstep: Class 20 contains 30995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1141.961304 but Gain 8165.656250
Score: -130231072.000000 Penalty: 155147.468750
Iteration 0F: 20 clusters Score -1.302311e+08 nChanged 582706
Entering Unmasked Mstep 
Mstep: Class 0 contains 3553 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 3 contains 16216 members 
Mstep: Class 4 contains 10601 members 
Mstep: Class 5 contains 52474 members 
Mstep: Class 6 contains 137311 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 12885 members 
Mstep: Class 9 contains 85020 members 
Mstep: Class 10 contains 8587 members 
Mstep: Class 11 contains 12134 members 
Mstep: Class 12 contains 47268 members 
Mstep: Class 13 contains 13125 members 
Mstep: Class 14 contains 66238 members 
Mstep: Class 15 contains 25097 members 
Mstep: Class 16 contains 22621 members 
Mstep: Class 17 contains 19700 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 9733 members 
Mstep: Class 20 contains 14648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 7810.637695 but Gain 8165.656250
Score: -135416096.000000 Penalty: 146981.812500
Iteration 1F: 19 clusters Score -1.354161e+08 nChanged 252918
Entering Unmasked Mstep 
Mstep: Class 0 contains 2301 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 3 contains 10226 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 57502 members 
Mstep: Class 6 contains 166148 members 
Mstep: Class 8 contains 30916 members 
Mstep: Class 9 contains 98419 members 
Mstep: Class 10 contains 2788 members 
Mstep: Class 11 contains 1925 members 
Mstep: Class 12 contains 62825 members 
Mstep: Class 13 contains 10038 members 
Mstep: Class 14 contains 70051 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 24914 members 
Mstep: Class 17 contains 8981 members 
Mstep: Class 18 contains 12363 members 
Mstep: Class 19 contains 9925 members 
Mstep: Class 20 contains 11477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 7096.646973 but Gain 8165.656250
Score: -136645568.000000 Penalty: 138816.156250
Iteration 2F: 18 clusters Score -1.366456e+08 nChanged 215868
Entering Unmasked Mstep 
Mstep: Class 0 contains 1296 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 56349 members 
Mstep: Class 6 contains 159972 members 
Mstep: Class 8 contains 70473 members 
Mstep: Class 9 contains 92049 members 
Mstep: Class 10 contains 1815 members 
Mstep: Class 11 contains 864 members 
Mstep: Class 12 contains 80294 members 
Mstep: Class 13 contains 7834 members 
Mstep: Class 14 contains 50228 members 
Mstep: Class 15 contains 1807 members 
Mstep: Class 16 contains 28888 members 
Mstep: Class 17 contains 4960 members 
Mstep: Class 18 contains 17023 members 
Mstep: Class 19 contains 13903 members 
Mstep: Class 20 contains 8650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137440304.000000 Penalty: 138816.156250
Iteration 3F: 18 clusters Score -1.374403e+08 nChanged 139202
Entering Unmasked Mstep 
Mstep: Class 0 contains 998 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 4 contains 1408 members 
Mstep: Class 5 contains 46918 members 
Mstep: Class 6 contains 151380 members 
Mstep: Class 8 contains 98293 members 
Mstep: Class 9 contains 97421 members 
Mstep: Class 10 contains 1737 members 
Mstep: Class 11 contains 818 members 
Mstep: Class 12 contains 85720 members 
Mstep: Class 13 contains 5834 members 
Mstep: Class 14 contains 27197 members 
Mstep: Class 15 contains 1643 members 
Mstep: Class 16 contains 29516 members 
Mstep: Class 17 contains 4343 members 
Mstep: Class 18 contains 22615 members 
Mstep: Class 19 contains 17211 members 
Mstep: Class 20 contains 6056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 7211.195312 but Gain 8165.648438
Score: -137698320.000000 Penalty: 130650.507812
Iteration 4F: 17 clusters Score -1.376983e+08 nChanged 90152
Entering Unmasked Mstep 
Mstep: Class 0 contains 836 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 41937 members 
Mstep: Class 6 contains 137703 members 
Mstep: Class 8 contains 116446 members 
Mstep: Class 9 contains 104012 members 
Mstep: Class 10 contains 1752 members 
Mstep: Class 11 contains 901 members 
Mstep: Class 12 contains 89719 members 
Mstep: Class 13 contains 5459 members 
Mstep: Class 14 contains 16637 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 28214 members 
Mstep: Class 17 contains 4523 members 
Mstep: Class 18 contains 27806 members 
Mstep: Class 19 contains 19160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137838688.000000 Penalty: 130650.507812
Iteration 5F: 17 clusters Score -1.378387e+08 nChanged 56753
Entering Unmasked Mstep 
Mstep: Class 0 contains 661 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 38692 members 
Mstep: Class 6 contains 125155 members 
Mstep: Class 8 contains 129773 members 
Mstep: Class 9 contains 107471 members 
Mstep: Class 10 contains 1746 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 91324 members 
Mstep: Class 13 contains 6003 members 
Mstep: Class 14 contains 11744 members 
Mstep: Class 15 contains 1505 members 
Mstep: Class 16 contains 25382 members 
Mstep: Class 17 contains 5104 members 
Mstep: Class 18 contains 30978 members 
Mstep: Class 19 contains 18751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137921824.000000 Penalty: 130650.507812
Iteration 6F: 17 clusters Score -1.379218e+08 nChanged 40344
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 4 contains 1509 members 
Mstep: Class 5 contains 36726 members 
Mstep: Class 6 contains 113497 members 
Mstep: Class 8 contains 140374 members 
Mstep: Class 9 contains 110072 members 
Mstep: Class 10 contains 1693 members 
Mstep: Class 11 contains 983 members 
Mstep: Class 12 contains 92003 members 
Mstep: Class 13 contains 7020 members 
Mstep: Class 14 contains 9775 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 16 contains 23217 members 
Mstep: Class 17 contains 6032 members 
Mstep: Class 18 contains 32833 members 
Mstep: Class 19 contains 17803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137979584.000000 Penalty: 130650.507812
Iteration 7F: 17 clusters Score -1.379796e+08 nChanged 30629
Entering Unmasked Mstep 
Mstep: Class 0 contains 307 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 4 contains 1623 members 
Mstep: Class 5 contains 35660 members 
Mstep: Class 6 contains 102657 members 
Mstep: Class 8 contains 148900 members 
Mstep: Class 9 contains 112609 members 
Mstep: Class 10 contains 1585 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 91986 members 
Mstep: Class 13 contains 8016 members 
Mstep: Class 14 contains 9302 members 
Mstep: Class 15 contains 1335 members 
Mstep: Class 16 contains 21964 members 
Mstep: Class 17 contains 7152 members 
Mstep: Class 18 contains 34042 members 
Mstep: Class 19 contains 16891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138017072.000000 Penalty: 130650.507812
Iteration 8Q: 17 clusters Score -1.380171e+08 nChanged 23982
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 34932 members 
Mstep: Class 6 contains 92540 members 
Mstep: Class 8 contains 155921 members 
Mstep: Class 9 contains 115022 members 
Mstep: Class 10 contains 1478 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 91605 members 
Mstep: Class 13 contains 8530 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 1325 members 
Mstep: Class 16 contains 21277 members 
Mstep: Class 17 contains 8252 members 
Mstep: Class 18 contains 34827 members 
Mstep: Class 19 contains 16416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138034816.000000 Penalty: 130650.507812
Iteration 9Q: 17 clusters Score -1.380348e+08 nChanged 19401
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 4 contains 1854 members 
Mstep: Class 5 contains 34203 members 
Mstep: Class 6 contains 83280 members 
Mstep: Class 8 contains 161848 members 
Mstep: Class 9 contains 117609 members 
Mstep: Class 10 contains 1409 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 91025 members 
Mstep: Class 13 contains 8681 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 1324 members 
Mstep: Class 16 contains 20884 members 
Mstep: Class 17 contains 9234 members 
Mstep: Class 18 contains 35365 members 
Mstep: Class 19 contains 16654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138048000.000000 Penalty: 130650.507812
Iteration 10Q: 17 clusters Score -1.38048e+08 nChanged 15992
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 33458 members 
Mstep: Class 6 contains 74984 members 
Mstep: Class 8 contains 166885 members 
Mstep: Class 9 contains 120308 members 
Mstep: Class 10 contains 1391 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 90425 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11005 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 20567 members 
Mstep: Class 17 contains 9978 members 
Mstep: Class 18 contains 35793 members 
Mstep: Class 19 contains 17478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138057168.000000 Penalty: 130650.507812
Iteration 11Q: 17 clusters Score -1.380572e+08 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 32780 members 
Mstep: Class 6 contains 67596 members 
Mstep: Class 8 contains 170977 members 
Mstep: Class 9 contains 123232 members 
Mstep: Class 10 contains 1385 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 89875 members 
Mstep: Class 13 contains 8250 members 
Mstep: Class 14 contains 11236 members 
Mstep: Class 15 contains 1330 members 
Mstep: Class 16 contains 20426 members 
Mstep: Class 17 contains 10460 members 
Mstep: Class 18 contains 36142 members 
Mstep: Class 19 contains 18484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138062240.000000 Penalty: 130650.507812
Iteration 12Q: 17 clusters Score -1.380622e+08 nChanged 11348
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 4 contains 2059 members 
Mstep: Class 5 contains 32209 members 
Mstep: Class 6 contains 60967 members 
Mstep: Class 8 contains 174365 members 
Mstep: Class 9 contains 126230 members 
Mstep: Class 10 contains 1381 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 89420 members 
Mstep: Class 13 contains 7991 members 
Mstep: Class 14 contains 11384 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 20311 members 
Mstep: Class 17 contains 10794 members 
Mstep: Class 18 contains 36382 members 
Mstep: Class 19 contains 19413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138066688.000000 Penalty: 130650.507812
Iteration 13Q: 17 clusters Score -1.380667e+08 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 4 contains 2095 members 
Mstep: Class 5 contains 31732 members 
Mstep: Class 6 contains 55026 members 
Mstep: Class 8 contains 177031 members 
Mstep: Class 9 contains 129349 members 
Mstep: Class 10 contains 1377 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 89068 members 
Mstep: Class 13 contains 7782 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 1336 members 
Mstep: Class 16 contains 20223 members 
Mstep: Class 17 contains 10996 members 
Mstep: Class 18 contains 36579 members 
Mstep: Class 19 contains 20203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138070480.000000 Penalty: 130650.507812
Iteration 14Q: 17 clusters Score -1.380705e+08 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 4 contains 2132 members 
Mstep: Class 5 contains 31369 members 
Mstep: Class 6 contains 49859 members 
Mstep: Class 8 contains 178938 members 
Mstep: Class 9 contains 132464 members 
Mstep: Class 10 contains 1376 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 88773 members 
Mstep: Class 13 contains 7633 members 
Mstep: Class 14 contains 11516 members 
Mstep: Class 15 contains 1336 members 
Mstep: Class 16 contains 20156 members 
Mstep: Class 17 contains 11158 members 
Mstep: Class 18 contains 36751 members 
Mstep: Class 19 contains 20862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138073536.000000 Penalty: 130650.507812
Iteration 15Q: 17 clusters Score -1.380735e+08 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 31069 members 
Mstep: Class 6 contains 45500 members 
Mstep: Class 8 contains 180179 members 
Mstep: Class 9 contains 135512 members 
Mstep: Class 10 contains 1376 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 88555 members 
Mstep: Class 13 contains 7529 members 
Mstep: Class 14 contains 11514 members 
Mstep: Class 15 contains 1335 members 
Mstep: Class 16 contains 20045 members 
Mstep: Class 17 contains 11269 members 
Mstep: Class 18 contains 36849 members 
Mstep: Class 19 contains 21432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138075344.000000 Penalty: 130650.507812
Iteration 16Q: 17 clusters Score -1.380753e+08 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 30907 members 
Mstep: Class 6 contains 41902 members 
Mstep: Class 8 contains 180843 members 
Mstep: Class 9 contains 138362 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 88369 members 
Mstep: Class 13 contains 7469 members 
Mstep: Class 14 contains 11502 members 
Mstep: Class 15 contains 1335 members 
Mstep: Class 16 contains 19926 members 
Mstep: Class 17 contains 11348 members 
Mstep: Class 18 contains 36918 members 
Mstep: Class 19 contains 21897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138077472.000000 Penalty: 130650.507812
Iteration 17Q: 17 clusters Score -1.380775e+08 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 30802 members 
Mstep: Class 6 contains 38866 members 
Mstep: Class 8 contains 181117 members 
Mstep: Class 9 contains 141016 members 
Mstep: Class 10 contains 1375 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 88223 members 
Mstep: Class 13 contains 7432 members 
Mstep: Class 14 contains 11528 members 
Mstep: Class 15 contains 1335 members 
Mstep: Class 16 contains 19771 members 
Mstep: Class 17 contains 11378 members 
Mstep: Class 18 contains 37007 members 
Mstep: Class 19 contains 22295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138078688.000000 Penalty: 130650.507812
Iteration 18Q: 17 clusters Score -1.380787e+08 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 299 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 30726 members 
Mstep: Class 6 contains 36525 members 
Mstep: Class 8 contains 180998 members 
Mstep: Class 9 contains 143403 members 
Mstep: Class 10 contains 1375 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 88092 members 
Mstep: Class 13 contains 7397 members 
Mstep: Class 14 contains 11523 members 
Mstep: Class 15 contains 1336 members 
Mstep: Class 16 contains 19628 members 
Mstep: Class 17 contains 11429 members 
Mstep: Class 18 contains 37071 members 
Mstep: Class 19 contains 22620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138080320.000000 Penalty: 130650.507812
Iteration 19Q: 17 clusters Score -1.380803e+08 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 299 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 30722 members 
Mstep: Class 6 contains 34618 members 
Mstep: Class 8 contains 180634 members 
Mstep: Class 9 contains 145587 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 88011 members 
Mstep: Class 13 contains 7344 members 
Mstep: Class 14 contains 11527 members 
Mstep: Class 15 contains 1336 members 
Mstep: Class 16 contains 19466 members 
Mstep: Class 17 contains 11463 members 
Mstep: Class 18 contains 37115 members 
Mstep: Class 19 contains 22912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138092880.000000 Penalty: 130650.507812
Iteration 20F: 17 clusters Score -1.380929e+08 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 30688 members 
Mstep: Class 6 contains 33234 members 
Mstep: Class 8 contains 180076 members 
Mstep: Class 9 contains 147421 members 
Mstep: Class 10 contains 1350 members 
Mstep: Class 11 contains 1309 members 
Mstep: Class 12 contains 87955 members 
Mstep: Class 13 contains 7328 members 
Mstep: Class 14 contains 11560 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 19288 members 
Mstep: Class 17 contains 11503 members 
Mstep: Class 18 contains 37145 members 
Mstep: Class 19 contains 23169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138104096.000000 Penalty: 130650.507812
Iteration 21Q: 17 clusters Score -1.381041e+08 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 30698 members 
Mstep: Class 6 contains 32187 members 
Mstep: Class 8 contains 179540 members 
Mstep: Class 9 contains 148928 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 1316 members 
Mstep: Class 12 contains 87909 members 
Mstep: Class 13 contains 7275 members 
Mstep: Class 14 contains 11585 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 19085 members 
Mstep: Class 17 contains 11525 members 
Mstep: Class 18 contains 37191 members 
Mstep: Class 19 contains 23407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138103920.000000 Penalty: 130650.507812
Iteration 22Q: 17 clusters Score -1.381039e+08 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 30676 members 
Mstep: Class 6 contains 31402 members 
Mstep: Class 8 contains 179036 members 
Mstep: Class 9 contains 150159 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87845 members 
Mstep: Class 13 contains 7232 members 
Mstep: Class 14 contains 11621 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 18895 members 
Mstep: Class 17 contains 11552 members 
Mstep: Class 18 contains 37237 members 
Mstep: Class 19 contains 23617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138104400.000000 Penalty: 130650.507812
Iteration 23Q: 17 clusters Score -1.381044e+08 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 4 contains 2298 members 
Mstep: Class 5 contains 30659 members 
Mstep: Class 6 contains 30798 members 
Mstep: Class 8 contains 178562 members 
Mstep: Class 9 contains 151235 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87810 members 
Mstep: Class 13 contains 7221 members 
Mstep: Class 14 contains 11648 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 18675 members 
Mstep: Class 17 contains 11563 members 
Mstep: Class 18 contains 37263 members 
Mstep: Class 19 contains 23791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138104528.000000 Penalty: 130650.507812
Iteration 24Q: 17 clusters Score -1.381045e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 30660 members 
Mstep: Class 6 contains 30325 members 
Mstep: Class 8 contains 178105 members 
Mstep: Class 9 contains 152128 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87778 members 
Mstep: Class 13 contains 7225 members 
Mstep: Class 14 contains 11697 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 18428 members 
Mstep: Class 17 contains 11571 members 
Mstep: Class 18 contains 37294 members 
Mstep: Class 19 contains 23945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138104560.000000 Penalty: 130650.507812
Iteration 25Q: 17 clusters Score -1.381046e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 30685 members 
Mstep: Class 6 contains 29881 members 
Mstep: Class 8 contains 177744 members 
Mstep: Class 9 contains 152900 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87756 members 
Mstep: Class 13 contains 7222 members 
Mstep: Class 14 contains 11745 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 18170 members 
Mstep: Class 17 contains 11576 members 
Mstep: Class 18 contains 37321 members 
Mstep: Class 19 contains 24078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138105104.000000 Penalty: 130650.507812
Iteration 26Q: 17 clusters Score -1.381051e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 30763 members 
Mstep: Class 6 contains 29489 members 
Mstep: Class 8 contains 177449 members 
Mstep: Class 9 contains 153513 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87728 members 
Mstep: Class 13 contains 7235 members 
Mstep: Class 14 contains 11857 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 17848 members 
Mstep: Class 17 contains 11584 members 
Mstep: Class 18 contains 37335 members 
Mstep: Class 19 contains 24195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138105248.000000 Penalty: 130650.507812
Iteration 27Q: 17 clusters Score -1.381052e+08 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 30829 members 
Mstep: Class 6 contains 29125 members 
Mstep: Class 8 contains 177227 members 
Mstep: Class 9 contains 154027 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87711 members 
Mstep: Class 13 contains 7226 members 
Mstep: Class 14 contains 11967 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 17550 members 
Mstep: Class 17 contains 11592 members 
Mstep: Class 18 contains 37356 members 
Mstep: Class 19 contains 24286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138105248.000000 Penalty: 130650.507812
Iteration 28Q: 17 clusters Score -1.381052e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 30861 members 
Mstep: Class 6 contains 28820 members 
Mstep: Class 8 contains 177012 members 
Mstep: Class 9 contains 154454 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87700 members 
Mstep: Class 13 contains 7229 members 
Mstep: Class 14 contains 12070 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 17268 members 
Mstep: Class 17 contains 11616 members 
Mstep: Class 18 contains 37387 members 
Mstep: Class 19 contains 24370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138105520.000000 Penalty: 130650.507812
Iteration 29Q: 17 clusters Score -1.381055e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 30899 members 
Mstep: Class 6 contains 28511 members 
Mstep: Class 8 contains 176838 members 
Mstep: Class 9 contains 154863 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87696 members 
Mstep: Class 13 contains 7236 members 
Mstep: Class 14 contains 12191 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 16944 members 
Mstep: Class 17 contains 11629 members 
Mstep: Class 18 contains 37401 members 
Mstep: Class 19 contains 24445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138105552.000000 Penalty: 130650.507812
Iteration 30Q: 17 clusters Score -1.381056e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 5 contains 30881 members 
Mstep: Class 6 contains 28279 members 
Mstep: Class 8 contains 176692 members 
Mstep: Class 9 contains 155217 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87699 members 
Mstep: Class 13 contains 7218 members 
Mstep: Class 14 contains 12274 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 16663 members 
Mstep: Class 17 contains 11637 members 
Mstep: Class 18 contains 37411 members 
Mstep: Class 19 contains 24520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138105552.000000 Penalty: 130650.507812
Iteration 31Q: 17 clusters Score -1.381056e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 30841 members 
Mstep: Class 6 contains 28055 members 
Mstep: Class 8 contains 176535 members 
Mstep: Class 9 contains 155585 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87711 members 
Mstep: Class 13 contains 7212 members 
Mstep: Class 14 contains 12341 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 16379 members 
Mstep: Class 17 contains 11645 members 
Mstep: Class 18 contains 37411 members 
Mstep: Class 19 contains 24570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138105584.000000 Penalty: 130650.507812
Iteration 32Q: 17 clusters Score -1.381056e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 30771 members 
Mstep: Class 6 contains 27850 members 
Mstep: Class 8 contains 176432 members 
Mstep: Class 9 contains 155897 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87720 members 
Mstep: Class 13 contains 7209 members 
Mstep: Class 14 contains 12410 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 11658 members 
Mstep: Class 18 contains 37411 members 
Mstep: Class 19 contains 24587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138105792.000000 Penalty: 130650.507812
Iteration 33Q: 17 clusters Score -1.381058e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 30608 members 
Mstep: Class 6 contains 27641 members 
Mstep: Class 8 contains 176354 members 
Mstep: Class 9 contains 156179 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87740 members 
Mstep: Class 13 contains 7214 members 
Mstep: Class 14 contains 12471 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 15894 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 37399 members 
Mstep: Class 19 contains 24634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138105616.000000 Penalty: 130650.507812
Iteration 34Q: 17 clusters Score -1.381056e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 4 contains 2290 members 
Mstep: Class 5 contains 30380 members 
Mstep: Class 6 contains 27457 members 
Mstep: Class 8 contains 176300 members 
Mstep: Class 9 contains 156446 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87765 members 
Mstep: Class 13 contains 7224 members 
Mstep: Class 14 contains 12537 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 15700 members 
Mstep: Class 17 contains 11671 members 
Mstep: Class 18 contains 37384 members 
Mstep: Class 19 contains 24673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138105872.000000 Penalty: 130650.507812
Iteration 35Q: 17 clusters Score -1.381059e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 30130 members 
Mstep: Class 6 contains 27301 members 
Mstep: Class 8 contains 176269 members 
Mstep: Class 9 contains 156709 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87787 members 
Mstep: Class 13 contains 7231 members 
Mstep: Class 14 contains 12584 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 15507 members 
Mstep: Class 17 contains 11662 members 
Mstep: Class 18 contains 37375 members 
Mstep: Class 19 contains 24700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138106272.000000 Penalty: 130650.507812
Iteration 36Q: 17 clusters Score -1.381063e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 29839 members 
Mstep: Class 6 contains 27168 members 
Mstep: Class 8 contains 176242 members 
Mstep: Class 9 contains 156962 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87802 members 
Mstep: Class 13 contains 7239 members 
Mstep: Class 14 contains 12614 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 15335 members 
Mstep: Class 17 contains 11659 members 
Mstep: Class 18 contains 37352 members 
Mstep: Class 19 contains 24721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138106432.000000 Penalty: 130650.507812
Iteration 37Q: 17 clusters Score -1.381064e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 29443 members 
Mstep: Class 6 contains 27048 members 
Mstep: Class 8 contains 176233 members 
Mstep: Class 9 contains 157224 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87813 members 
Mstep: Class 13 contains 7239 members 
Mstep: Class 14 contains 12642 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 15207 members 
Mstep: Class 17 contains 11658 members 
Mstep: Class 18 contains 37324 members 
Mstep: Class 19 contains 24735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138106896.000000 Penalty: 130650.507812
Iteration 38Q: 17 clusters Score -1.381069e+08 nChanged 1227
Entering ConstructFrom: 
Score: -138106896.000000 Penalty: 130650.507812
Entering ConstructFrom: 
Trying to split cluster 1 (23828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Entering Unmasked Estep 
Score: -5437998.500000 Penalty: 6173.152832
	Iteration 0F: 2 clusters Score -5437998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -5419089.000000 Penalty: 12346.305664
	Iteration 0F: 3 clusters Score -5419089 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -5425409.000000 Penalty: 12346.305664
	Iteration 1F: 3 clusters Score -5425409 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -5428777.000000 Penalty: 12346.305664
	Iteration 2F: 3 clusters Score -5428777 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -5431032.500000 Penalty: 12346.305664
	Iteration 3F: 3 clusters Score -5431032 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -5433233.500000 Penalty: 12346.305664
	Iteration 4F: 3 clusters Score -5433234 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -5435434.500000 Penalty: 12346.305664
	Iteration 5F: 3 clusters Score -5435434 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -5437358.000000 Penalty: 12346.305664
	Iteration 6F: 3 clusters Score -5437358 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5438671.000000 Penalty: 12346.305664
	Iteration 7F: 3 clusters Score -5438671 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -5439534.500000 Penalty: 12346.305664
	Iteration 8Q: 3 clusters Score -5439534 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5440062.000000 Penalty: 12346.305664
	Iteration 9Q: 3 clusters Score -5440062 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5440459.000000 Penalty: 12346.305664
	Iteration 10Q: 3 clusters Score -5440459 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5440750.500000 Penalty: 12346.305664
	Iteration 11Q: 3 clusters Score -5440750 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5440901.000000 Penalty: 12346.305664
	Iteration 12Q: 3 clusters Score -5440901 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5440976.000000 Penalty: 12346.305664
	Iteration 13Q: 3 clusters Score -5440976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5440998.000000 Penalty: 12346.305664
	Iteration 14Q: 3 clusters Score -5440998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5441036.000000 Penalty: 12346.305664
	Iteration 15Q: 3 clusters Score -5441036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5441032.500000 Penalty: 12346.305664
	Iteration 16Q: 3 clusters Score -5441032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5441050.000000 Penalty: 12346.305664
	Iteration 17Q: 3 clusters Score -5441050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5441069.000000 Penalty: 12346.305664
	Iteration 18Q: 3 clusters Score -5441069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5441069.500000 Penalty: 12346.305664
	Iteration 19Q: 3 clusters Score -5441070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5441076.000000 Penalty: 12346.305664
	Iteration 20F: 3 clusters Score -5441076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5441081.500000 Penalty: 12346.305664
	Iteration 21Q: 3 clusters Score -5441082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5441086.500000 Penalty: 12346.305664
	Iteration 22Q: 3 clusters Score -5441086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5441084.500000 Penalty: 12346.305664
	Iteration 23Q: 3 clusters Score -5441084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5441090.500000 Penalty: 12346.305664
	Iteration 24Q: 3 clusters Score -5441090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5441090.500000 Penalty: 12346.305664
	Iteration 25F: 3 clusters Score -5441090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1668 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 29027 members 
Mstep: Class 6 contains 26944 members 
Mstep: Class 8 contains 176231 members 
Mstep: Class 9 contains 157481 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87822 members 
Mstep: Class 13 contains 7242 members 
Mstep: Class 14 contains 12669 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 15104 members 
Mstep: Class 17 contains 11661 members 
Mstep: Class 18 contains 37269 members 
Mstep: Class 19 contains 24741 members 
Entering Unmasked Estep 
Score: -138107824.000000 Penalty: 138816.156250
Splitting cluster 1 changes total score from -138106896.000000 to -138107824.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (2291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Entering Unmasked Estep 
Score: -456546.468750 Penalty: 4738.755371
	Iteration 0F: 2 clusters Score -456546.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -451835.625000 Penalty: 9477.510742
	Iteration 0F: 3 clusters Score -451835.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -453663.343750 Penalty: 9477.510742
	Iteration 1F: 3 clusters Score -453663.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -455746.218750 Penalty: 9477.510742
	Iteration 2F: 3 clusters Score -455746.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -458537.062500 Penalty: 9477.510742
	Iteration 3F: 3 clusters Score -458537.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -461896.906250 Penalty: 9477.510742
	Iteration 4F: 3 clusters Score -461896.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -463782.062500 Penalty: 9477.510742
	Iteration 5Q: 3 clusters Score -463782.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -465012.468750 Penalty: 9477.510742
	Iteration 6Q: 3 clusters Score -465012.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -465012.468750 Penalty: 9477.510742
	Iteration 7F: 3 clusters Score -465012.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1668 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 29027 members 
Mstep: Class 6 contains 26944 members 
Mstep: Class 8 contains 176231 members 
Mstep: Class 9 contains 157481 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87822 members 
Mstep: Class 13 contains 7242 members 
Mstep: Class 14 contains 12669 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 15104 members 
Mstep: Class 17 contains 11661 members 
Mstep: Class 18 contains 37269 members 
Mstep: Class 19 contains 24741 members 
Entering Unmasked Estep 
Score: -138112576.000000 Penalty: 146981.812500
Splitting cluster 4 changes total score from -138106896.000000 to -138112576.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 5 (29027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Entering Unmasked Estep 
Score: -6592372.000000 Penalty: 6294.039062
	Iteration 0F: 2 clusters Score -6592372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -6570289.500000 Penalty: 12588.078125
	Iteration 0F: 3 clusters Score -6570290 nChanged 12139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -6576928.500000 Penalty: 12588.078125
	Iteration 1F: 3 clusters Score -6576928 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -6578181.500000 Penalty: 12588.078125
	Iteration 2F: 3 clusters Score -6578182 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -6579421.000000 Penalty: 12588.078125
	Iteration 3F: 3 clusters Score -6579421 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -6580532.500000 Penalty: 12588.078125
	Iteration 4F: 3 clusters Score -6580532 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -6581541.500000 Penalty: 12588.078125
	Iteration 5F: 3 clusters Score -6581542 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -6582484.000000 Penalty: 12588.078125
	Iteration 6F: 3 clusters Score -6582484 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -6583326.500000 Penalty: 12588.078125
	Iteration 7Q: 3 clusters Score -6583326 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -6583952.000000 Penalty: 12588.078125
	Iteration 8Q: 3 clusters Score -6583952 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -6584508.500000 Penalty: 12588.078125
	Iteration 9Q: 3 clusters Score -6584508 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -6585024.500000 Penalty: 12588.078125
	Iteration 10Q: 3 clusters Score -6585024 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -6585488.500000 Penalty: 12588.078125
	Iteration 11Q: 3 clusters Score -6585488 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -6585907.000000 Penalty: 12588.078125
	Iteration 12Q: 3 clusters Score -6585907 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -6586247.000000 Penalty: 12588.078125
	Iteration 13Q: 3 clusters Score -6586247 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -6586577.000000 Penalty: 12588.078125
	Iteration 14Q: 3 clusters Score -6586577 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -6586860.000000 Penalty: 12588.078125
	Iteration 15Q: 3 clusters Score -6586860 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -6587091.000000 Penalty: 12588.078125
	Iteration 16Q: 3 clusters Score -6587091 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -6587285.000000 Penalty: 12588.078125
	Iteration 17Q: 3 clusters Score -6587285 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -6587464.000000 Penalty: 12588.078125
	Iteration 18Q: 3 clusters Score -6587464 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -6587575.000000 Penalty: 12588.078125
	Iteration 19Q: 3 clusters Score -6587575 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -6587687.500000 Penalty: 12588.078125
	Iteration 20F: 3 clusters Score -6587688 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -6587780.500000 Penalty: 12588.078125
	Iteration 21Q: 3 clusters Score -6587780 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -6587822.000000 Penalty: 12588.078125
	Iteration 22Q: 3 clusters Score -6587822 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -6587867.000000 Penalty: 12588.078125
	Iteration 23Q: 3 clusters Score -6587867 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -6587925.000000 Penalty: 12588.078125
	Iteration 24Q: 3 clusters Score -6587925 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -6587959.500000 Penalty: 12588.078125
	Iteration 25Q: 3 clusters Score -6587960 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -6587999.000000 Penalty: 12588.078125
	Iteration 26Q: 3 clusters Score -6587999 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -6588037.500000 Penalty: 12588.078125
	Iteration 27Q: 3 clusters Score -6588038 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -6588069.000000 Penalty: 12588.078125
	Iteration 28Q: 3 clusters Score -6588069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -6588086.500000 Penalty: 12588.078125
	Iteration 29Q: 3 clusters Score -6588086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -6588111.500000 Penalty: 12588.078125
	Iteration 30Q: 3 clusters Score -6588112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -6588111.000000 Penalty: 12588.078125
	Iteration 31Q: 3 clusters Score -6588111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -6588124.500000 Penalty: 12588.078125
	Iteration 32Q: 3 clusters Score -6588124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -6588135.500000 Penalty: 12588.078125
	Iteration 33Q: 3 clusters Score -6588136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -6588134.000000 Penalty: 12588.078125
	Iteration 34Q: 3 clusters Score -6588134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -6588142.500000 Penalty: 12588.078125
	Iteration 35Q: 3 clusters Score -6588142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -6588149.500000 Penalty: 12588.078125
	Iteration 36Q: 3 clusters Score -6588150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -6588153.500000 Penalty: 12588.078125
	Iteration 37Q: 3 clusters Score -6588154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -6588175.500000 Penalty: 12588.078125
	Iteration 38Q: 3 clusters Score -6588176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -6588169.000000 Penalty: 12588.078125
	Iteration 39Q: 3 clusters Score -6588169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -6588188.000000 Penalty: 12588.078125
	Iteration 40F: 3 clusters Score -6588188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -6588186.000000 Penalty: 12588.078125
	Iteration 41Q: 3 clusters Score -6588186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -6588186.000000 Penalty: 12588.078125
	Iteration 42Q: 3 clusters Score -6588186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -6588187.500000 Penalty: 12588.078125
	Iteration 43Q: 3 clusters Score -6588188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -6588192.500000 Penalty: 12588.078125
	Iteration 44Q: 3 clusters Score -6588192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -6588200.500000 Penalty: 12588.078125
	Iteration 45Q: 3 clusters Score -6588200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -6588210.000000 Penalty: 12588.078125
	Iteration 46Q: 3 clusters Score -6588210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -6588194.000000 Penalty: 12588.078125
	Iteration 47Q: 3 clusters Score -6588194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -6588215.000000 Penalty: 12588.078125
	Iteration 48Q: 3 clusters Score -6588215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -6588230.500000 Penalty: 12588.078125
	Iteration 49Q: 3 clusters Score -6588230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -6588234.500000 Penalty: 12588.078125
	Iteration 50Q: 3 clusters Score -6588234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -6588244.000000 Penalty: 12588.078125
	Iteration 51Q: 3 clusters Score -6588244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -6588249.000000 Penalty: 12588.078125
	Iteration 52Q: 3 clusters Score -6588249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -6588246.500000 Penalty: 12588.078125
	Iteration 53Q: 3 clusters Score -6588246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -6588241.500000 Penalty: 12588.078125
	Iteration 54Q: 3 clusters Score -6588242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -6588242.000000 Penalty: 12588.078125
	Iteration 55Q: 3 clusters Score -6588242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -6588244.000000 Penalty: 12588.078125
	Iteration 56Q: 3 clusters Score -6588244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -6588244.000000 Penalty: 12588.078125
	Iteration 57F: 3 clusters Score -6588244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Entering Unmasked Estep 
Score: -6232448.000000 Penalty: 6248.428711
	Iteration 0F: 2 clusters Score -6232448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -6211553.500000 Penalty: 12496.857422
	Iteration 0F: 3 clusters Score -6211554 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -6217576.000000 Penalty: 12496.857422
	Iteration 1F: 3 clusters Score -6217576 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -6218282.000000 Penalty: 12496.857422
	Iteration 2F: 3 clusters Score -6218282 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -6218834.000000 Penalty: 12496.857422
	Iteration 3Q: 3 clusters Score -6218834 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -6219255.000000 Penalty: 12496.857422
	Iteration 4Q: 3 clusters Score -6219255 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -6219653.000000 Penalty: 12496.857422
	Iteration 5Q: 3 clusters Score -6219653 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -6220069.500000 Penalty: 12496.857422
	Iteration 6Q: 3 clusters Score -6220070 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -6220472.500000 Penalty: 12496.857422
	Iteration 7Q: 3 clusters Score -6220472 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -6220966.500000 Penalty: 12496.857422
	Iteration 8Q: 3 clusters Score -6220966 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -6221595.000000 Penalty: 12496.857422
	Iteration 9Q: 3 clusters Score -6221595 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -6222366.500000 Penalty: 12496.857422
	Iteration 10Q: 3 clusters Score -6222366 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -6223219.000000 Penalty: 12496.857422
	Iteration 11Q: 3 clusters Score -6223219 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -6224108.500000 Penalty: 12496.857422
	Iteration 12Q: 3 clusters Score -6224108 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -6224944.500000 Penalty: 12496.857422
	Iteration 13Q: 3 clusters Score -6224944 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -6225691.500000 Penalty: 12496.857422
	Iteration 14Q: 3 clusters Score -6225692 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6226271.500000 Penalty: 12496.857422
	Iteration 15Q: 3 clusters Score -6226272 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6226631.500000 Penalty: 12496.857422
	Iteration 16Q: 3 clusters Score -6226632 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6226865.500000 Penalty: 12496.857422
	Iteration 17Q: 3 clusters Score -6226866 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6227034.500000 Penalty: 12496.857422
	Iteration 18Q: 3 clusters Score -6227034 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6227132.000000 Penalty: 12496.857422
	Iteration 19Q: 3 clusters Score -6227132 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6227197.500000 Penalty: 12496.857422
	Iteration 20F: 3 clusters Score -6227198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6227262.000000 Penalty: 12496.857422
	Iteration 21Q: 3 clusters Score -6227262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6227294.000000 Penalty: 12496.857422
	Iteration 22Q: 3 clusters Score -6227294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6227318.500000 Penalty: 12496.857422
	Iteration 23Q: 3 clusters Score -6227318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6227343.000000 Penalty: 12496.857422
	Iteration 24Q: 3 clusters Score -6227343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6227374.000000 Penalty: 12496.857422
	Iteration 25Q: 3 clusters Score -6227374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6227410.000000 Penalty: 12496.857422
	Iteration 26Q: 3 clusters Score -6227410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6227425.000000 Penalty: 12496.857422
	Iteration 27Q: 3 clusters Score -6227425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6227448.000000 Penalty: 12496.857422
	Iteration 28Q: 3 clusters Score -6227448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6227457.500000 Penalty: 12496.857422
	Iteration 29Q: 3 clusters Score -6227458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6227472.500000 Penalty: 12496.857422
	Iteration 30Q: 3 clusters Score -6227472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6227475.500000 Penalty: 12496.857422
	Iteration 31Q: 3 clusters Score -6227476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6227478.500000 Penalty: 12496.857422
	Iteration 32Q: 3 clusters Score -6227478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6227477.000000 Penalty: 12496.857422
	Iteration 33Q: 3 clusters Score -6227477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6227479.500000 Penalty: 12496.857422
	Iteration 34Q: 3 clusters Score -6227480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6227479.500000 Penalty: 12496.857422
	Iteration 35F: 3 clusters Score -6227480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (176231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176231 members 
Entering Unmasked Estep 
Score: -39675000.000000 Penalty: 7398.724609
	Iteration 0F: 2 clusters Score -3.9675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88169 members 
Mstep: Class 2 contains 88062 members 
Entering Unmasked Estep 
Score: -39558036.000000 Penalty: 14797.449219
	Iteration 0F: 3 clusters Score -3.955804e+07 nChanged 82278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90047 members 
Mstep: Class 2 contains 86184 members 
Entering Unmasked Estep 
Score: -39607724.000000 Penalty: 14797.449219
	Iteration 1F: 3 clusters Score -3.960772e+07 nChanged 11119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93242 members 
Mstep: Class 2 contains 82989 members 
Entering Unmasked Estep 
Score: -39624084.000000 Penalty: 14797.449219
	Iteration 2F: 3 clusters Score -3.962408e+07 nChanged 19418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101998 members 
Mstep: Class 2 contains 74233 members 
Entering Unmasked Estep 
Score: -39651968.000000 Penalty: 14797.449219
	Iteration 3F: 3 clusters Score -3.965197e+07 nChanged 24045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116461 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -39679460.000000 Penalty: 14797.449219
	Iteration 4F: 3 clusters Score -3.967946e+07 nChanged 17904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129395 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -39696536.000000 Penalty: 14797.449219
	Iteration 5F: 3 clusters Score -3.969654e+07 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136626 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -39702832.000000 Penalty: 14797.449219
	Iteration 6F: 3 clusters Score -3.970283e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140620 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -39705276.000000 Penalty: 14797.449219
	Iteration 7Q: 3 clusters Score -3.970528e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143423 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -39706312.000000 Penalty: 14797.449219
	Iteration 8Q: 3 clusters Score -3.970631e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145507 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -39706636.000000 Penalty: 14797.449219
	Iteration 9Q: 3 clusters Score -3.970664e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147058 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -39707012.000000 Penalty: 14797.449219
	Iteration 10Q: 3 clusters Score -3.970701e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148223 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -39707252.000000 Penalty: 14797.449219
	Iteration 11Q: 3 clusters Score -3.970725e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149089 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -39707440.000000 Penalty: 14797.449219
	Iteration 12Q: 3 clusters Score -3.970744e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149769 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -39707556.000000 Penalty: 14797.449219
	Iteration 13Q: 3 clusters Score -3.970756e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150269 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -39707648.000000 Penalty: 14797.449219
	Iteration 14Q: 3 clusters Score -3.970765e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150638 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -39707596.000000 Penalty: 14797.449219
	Iteration 15Q: 3 clusters Score -3.97076e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150904 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -39707564.000000 Penalty: 14797.449219
	Iteration 16Q: 3 clusters Score -3.970756e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151122 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -39707532.000000 Penalty: 14797.449219
	Iteration 17Q: 3 clusters Score -3.970753e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151260 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -39707580.000000 Penalty: 14797.449219
	Iteration 18Q: 3 clusters Score -3.970758e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151371 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -39707548.000000 Penalty: 14797.449219
	Iteration 19Q: 3 clusters Score -3.970755e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151445 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -39707552.000000 Penalty: 14797.449219
	Iteration 20F: 3 clusters Score -3.970755e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151497 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -39707484.000000 Penalty: 14797.449219
	Iteration 21Q: 3 clusters Score -3.970748e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151544 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -39707492.000000 Penalty: 14797.449219
	Iteration 22Q: 3 clusters Score -3.970749e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151584 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -39707480.000000 Penalty: 14797.449219
	Iteration 23Q: 3 clusters Score -3.970748e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151633 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -39707496.000000 Penalty: 14797.449219
	Iteration 24Q: 3 clusters Score -3.97075e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151667 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -39707496.000000 Penalty: 14797.449219
	Iteration 25Q: 3 clusters Score -3.97075e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151698 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -39707504.000000 Penalty: 14797.449219
	Iteration 26Q: 3 clusters Score -3.97075e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151722 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -39707492.000000 Penalty: 14797.449219
	Iteration 27Q: 3 clusters Score -3.970749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151738 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -39707540.000000 Penalty: 14797.449219
	Iteration 28Q: 3 clusters Score -3.970754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151756 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -39707504.000000 Penalty: 14797.449219
	Iteration 29Q: 3 clusters Score -3.97075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151774 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -39707512.000000 Penalty: 14797.449219
	Iteration 30Q: 3 clusters Score -3.970751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151787 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -39707480.000000 Penalty: 14797.449219
	Iteration 31Q: 3 clusters Score -3.970748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151798 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -39707516.000000 Penalty: 14797.449219
	Iteration 32Q: 3 clusters Score -3.970752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151803 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -39707500.000000 Penalty: 14797.449219
	Iteration 33Q: 3 clusters Score -3.97075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151810 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -39707528.000000 Penalty: 14797.449219
	Iteration 34Q: 3 clusters Score -3.970753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151816 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -39707536.000000 Penalty: 14797.449219
	Iteration 35Q: 3 clusters Score -3.970754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151820 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -39707540.000000 Penalty: 14797.449219
	Iteration 36Q: 3 clusters Score -3.970754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151824 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -39707524.000000 Penalty: 14797.449219
	Iteration 37Q: 3 clusters Score -3.970752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151830 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -39707524.000000 Penalty: 14797.449219
	Iteration 38Q: 3 clusters Score -3.970752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151836 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -39707512.000000 Penalty: 14797.449219
	Iteration 39Q: 3 clusters Score -3.970751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151842 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -39707520.000000 Penalty: 14797.449219
	Iteration 40F: 3 clusters Score -3.970752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151847 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -39707524.000000 Penalty: 14797.449219
	Iteration 41Q: 3 clusters Score -3.970752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151849 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -39707508.000000 Penalty: 14797.449219
	Iteration 42Q: 3 clusters Score -3.970751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151849 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -39707508.000000 Penalty: 14797.449219
	Iteration 43F: 3 clusters Score -3.970751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1668 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 29027 members 
Mstep: Class 6 contains 26944 members 
Mstep: Class 7 contains 24382 members 
Mstep: Class 8 contains 151849 members 
Mstep: Class 9 contains 157481 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87822 members 
Mstep: Class 13 contains 7242 members 
Mstep: Class 14 contains 12669 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 15104 members 
Mstep: Class 17 contains 11661 members 
Mstep: Class 18 contains 37269 members 
Mstep: Class 19 contains 24741 members 
Entering Unmasked Estep 
Score: -138144208.000000 Penalty: 155147.468750
Splitting cluster 8 changes total score from -138106896.000000 to -138144208.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 9 (157481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157481 members 
Entering Unmasked Estep 
Score: -35993060.000000 Penalty: 7329.824219
	Iteration 0F: 2 clusters Score -3.599306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 78668 members 
Entering Unmasked Estep 
Score: -35894136.000000 Penalty: 14659.648438
	Iteration 0F: 3 clusters Score -3.589414e+07 nChanged 73208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79699 members 
Mstep: Class 2 contains 77782 members 
Entering Unmasked Estep 
Score: -35936860.000000 Penalty: 14659.648438
	Iteration 1F: 3 clusters Score -3.593686e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79816 members 
Mstep: Class 2 contains 77665 members 
Entering Unmasked Estep 
Score: -35943920.000000 Penalty: 14659.648438
	Iteration 2F: 3 clusters Score -3.594392e+07 nChanged 10725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78451 members 
Mstep: Class 2 contains 79030 members 
Entering Unmasked Estep 
Score: -35952484.000000 Penalty: 14659.648438
	Iteration 3F: 3 clusters Score -3.595248e+07 nChanged 12125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75046 members 
Mstep: Class 2 contains 82435 members 
Entering Unmasked Estep 
Score: -35960772.000000 Penalty: 14659.648438
	Iteration 4F: 3 clusters Score -3.596077e+07 nChanged 11517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70243 members 
Mstep: Class 2 contains 87238 members 
Entering Unmasked Estep 
Score: -35968016.000000 Penalty: 14659.648438
	Iteration 5F: 3 clusters Score -3.596802e+07 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64795 members 
Mstep: Class 2 contains 92686 members 
Entering Unmasked Estep 
Score: -35973588.000000 Penalty: 14659.648438
	Iteration 6F: 3 clusters Score -3.597359e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 98349 members 
Entering Unmasked Estep 
Score: -35977972.000000 Penalty: 14659.648438
	Iteration 7F: 3 clusters Score -3.597797e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53358 members 
Mstep: Class 2 contains 104123 members 
Entering Unmasked Estep 
Score: -35981452.000000 Penalty: 14659.648438
	Iteration 8Q: 3 clusters Score -3.598145e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 110230 members 
Entering Unmasked Estep 
Score: -35984536.000000 Penalty: 14659.648438
	Iteration 9Q: 3 clusters Score -3.598454e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 116418 members 
Entering Unmasked Estep 
Score: -35987644.000000 Penalty: 14659.648438
	Iteration 10Q: 3 clusters Score -3.598764e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 122677 members 
Entering Unmasked Estep 
Score: -35990772.000000 Penalty: 14659.648438
	Iteration 11Q: 3 clusters Score -3.599077e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 128641 members 
Entering Unmasked Estep 
Score: -35994008.000000 Penalty: 14659.648438
	Iteration 12Q: 3 clusters Score -3.599401e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 133893 members 
Entering Unmasked Estep 
Score: -35996696.000000 Penalty: 14659.648438
	Iteration 13Q: 3 clusters Score -3.59967e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 138110 members 
Entering Unmasked Estep 
Score: -35998532.000000 Penalty: 14659.648438
	Iteration 14Q: 3 clusters Score -3.599853e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 141337 members 
Entering Unmasked Estep 
Score: -35999940.000000 Penalty: 14659.648438
	Iteration 15Q: 3 clusters Score -3.599994e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 143651 members 
Entering Unmasked Estep 
Score: -36000940.000000 Penalty: 14659.648438
	Iteration 16Q: 3 clusters Score -3.600094e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 145225 members 
Entering Unmasked Estep 
Score: -36001508.000000 Penalty: 14659.648438
	Iteration 17Q: 3 clusters Score -3.600151e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 146299 members 
Entering Unmasked Estep 
Score: -36001864.000000 Penalty: 14659.648438
	Iteration 18Q: 3 clusters Score -3.600186e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 147034 members 
Entering Unmasked Estep 
Score: -36002020.000000 Penalty: 14659.648438
	Iteration 19Q: 3 clusters Score -3.600202e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 147576 members 
Entering Unmasked Estep 
Score: -36002144.000000 Penalty: 14659.648438
	Iteration 20F: 3 clusters Score -3.600214e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 148004 members 
Entering Unmasked Estep 
Score: -36002152.000000 Penalty: 14659.648438
	Iteration 21Q: 3 clusters Score -3.600215e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 148347 members 
Entering Unmasked Estep 
Score: -36002316.000000 Penalty: 14659.648438
	Iteration 22Q: 3 clusters Score -3.600232e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 148642 members 
Entering Unmasked Estep 
Score: -36002516.000000 Penalty: 14659.648438
	Iteration 23Q: 3 clusters Score -3.600252e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 148898 members 
Entering Unmasked Estep 
Score: -36002608.000000 Penalty: 14659.648438
	Iteration 24Q: 3 clusters Score -3.600261e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 149189 members 
Entering Unmasked Estep 
Score: -36002752.000000 Penalty: 14659.648438
	Iteration 25Q: 3 clusters Score -3.600275e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 149457 members 
Entering Unmasked Estep 
Score: -36003088.000000 Penalty: 14659.648438
	Iteration 26Q: 3 clusters Score -3.600309e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 149699 members 
Entering Unmasked Estep 
Score: -36003440.000000 Penalty: 14659.648438
	Iteration 27Q: 3 clusters Score -3.600344e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 149900 members 
Entering Unmasked Estep 
Score: -36003496.000000 Penalty: 14659.648438
	Iteration 28Q: 3 clusters Score -3.60035e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 150027 members 
Entering Unmasked Estep 
Score: -36003488.000000 Penalty: 14659.648438
	Iteration 29Q: 3 clusters Score -3.600349e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 150108 members 
Entering Unmasked Estep 
Score: -36003448.000000 Penalty: 14659.648438
	Iteration 30Q: 3 clusters Score -3.600345e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 150157 members 
Entering Unmasked Estep 
Score: -36003496.000000 Penalty: 14659.648438
	Iteration 31Q: 3 clusters Score -3.60035e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 150192 members 
Entering Unmasked Estep 
Score: -36003540.000000 Penalty: 14659.648438
	Iteration 32Q: 3 clusters Score -3.600354e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 150216 members 
Entering Unmasked Estep 
Score: -36003584.000000 Penalty: 14659.648438
	Iteration 33Q: 3 clusters Score -3.600358e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 150239 members 
Entering Unmasked Estep 
Score: -36003616.000000 Penalty: 14659.648438
	Iteration 34Q: 3 clusters Score -3.600362e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 150247 members 
Entering Unmasked Estep 
Score: -36003616.000000 Penalty: 14659.648438
	Iteration 35Q: 3 clusters Score -3.600362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 150254 members 
Entering Unmasked Estep 
Score: -36003628.000000 Penalty: 14659.648438
	Iteration 36Q: 3 clusters Score -3.600363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 150258 members 
Entering Unmasked Estep 
Score: -36003604.000000 Penalty: 14659.648438
	Iteration 37Q: 3 clusters Score -3.60036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 150261 members 
Entering Unmasked Estep 
Score: -36003596.000000 Penalty: 14659.648438
	Iteration 38Q: 3 clusters Score -3.60036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 150264 members 
Entering Unmasked Estep 
Score: -36003600.000000 Penalty: 14659.648438
	Iteration 39Q: 3 clusters Score -3.60036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 150265 members 
Entering Unmasked Estep 
Score: -36003592.000000 Penalty: 14659.648438
	Iteration 40F: 3 clusters Score -3.600359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 150267 members 
Entering Unmasked Estep 
Score: -36003600.000000 Penalty: 14659.648438
	Iteration 41Q: 3 clusters Score -3.60036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 150267 members 
Entering Unmasked Estep 
Score: -36003600.000000 Penalty: 14659.648438
	Iteration 42F: 3 clusters Score -3.60036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1668 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 29027 members 
Mstep: Class 6 contains 26944 members 
Mstep: Class 7 contains 24382 members 
Mstep: Class 8 contains 151849 members 
Mstep: Class 9 contains 7214 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 87822 members 
Mstep: Class 13 contains 7242 members 
Mstep: Class 14 contains 12669 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 15104 members 
Mstep: Class 17 contains 11661 members 
Mstep: Class 18 contains 37269 members 
Mstep: Class 19 contains 24741 members 
Mstep: Class 20 contains 150267 members 
Entering Unmasked Estep 
Score: -138154016.000000 Penalty: 163313.125000
Splitting cluster 9 changes total score from -138106896.000000 to -138154016.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 10 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -273031.781250 Penalty: 4411.173828
	Iteration 0F: 2 clusters Score -273031.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -268962.468750 Penalty: 8822.347656
	Iteration 0F: 3 clusters Score -268962.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -269869.031250 Penalty: 8822.347656
	Iteration 1F: 3 clusters Score -269869 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -270166.687500 Penalty: 8822.347656
	Iteration 2F: 3 clusters Score -270166.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -270385.906250 Penalty: 8822.347656
	Iteration 3Q: 3 clusters Score -270385.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -270665.406250 Penalty: 8822.347656
	Iteration 4Q: 3 clusters Score -270665.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -271135.093750 Penalty: 8822.347656
	Iteration 5Q: 3 clusters Score -271135.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -271312.125000 Penalty: 8822.347656
	Iteration 6Q: 3 clusters Score -271312.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -271477.000000 Penalty: 8822.347656
	Iteration 7Q: 3 clusters Score -271477 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -271611.843750 Penalty: 8822.347656
	Iteration 8Q: 3 clusters Score -271611.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -271710.437500 Penalty: 8822.347656
	Iteration 9Q: 3 clusters Score -271710.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -271787.500000 Penalty: 8822.347656
	Iteration 10Q: 3 clusters Score -271787.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -271848.812500 Penalty: 8822.347656
	Iteration 11Q: 3 clusters Score -271848.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -271884.843750 Penalty: 8822.347656
	Iteration 12Q: 3 clusters Score -271884.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -271918.593750 Penalty: 8822.347656
	Iteration 13Q: 3 clusters Score -271918.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -271955.031250 Penalty: 8822.347656
	Iteration 14Q: 3 clusters Score -271955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -271966.812500 Penalty: 8822.347656
	Iteration 15Q: 3 clusters Score -271966.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -271972.531250 Penalty: 8822.347656
	Iteration 16Q: 3 clusters Score -271972.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -271975.656250 Penalty: 8822.347656
	Iteration 17Q: 3 clusters Score -271975.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -271984.156250 Penalty: 8822.347656
	Iteration 18Q: 3 clusters Score -271984.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -271989.156250 Penalty: 8822.347656
	Iteration 19F: 3 clusters Score -271989.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -272000.625000 Penalty: 8822.347656
	Iteration 20F: 3 clusters Score -272000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -272004.718750 Penalty: 8822.347656
	Iteration 21Q: 3 clusters Score -272004.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -272007.062500 Penalty: 8822.347656
	Iteration 22Q: 3 clusters Score -272007.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -272007.062500 Penalty: 8822.347656
	Iteration 23F: 3 clusters Score -272007.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -197843.062500 Penalty: 4398.725098
	Iteration 0F: 2 clusters Score -197843.1 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 666 members 
Entering Unmasked Estep 
Score: -194539.453125 Penalty: 8797.450195
	Iteration 0F: 3 clusters Score -194539.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -199522.156250 Penalty: 8797.450195
	Iteration 1F: 3 clusters Score -199522.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -202167.187500 Penalty: 8797.450195
	Iteration 2F: 3 clusters Score -202167.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -202897.796875 Penalty: 8797.450195
	Iteration 3Q: 3 clusters Score -202897.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -203141.484375 Penalty: 8797.450195
	Iteration 4Q: 3 clusters Score -203141.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -203257.500000 Penalty: 8797.450195
	Iteration 5Q: 3 clusters Score -203257.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -203328.703125 Penalty: 8797.450195
	Iteration 6Q: 3 clusters Score -203328.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -203379.281250 Penalty: 8797.450195
	Iteration 7Q: 3 clusters Score -203379.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -203418.296875 Penalty: 8797.450195
	Iteration 8Q: 3 clusters Score -203418.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -203450.609375 Penalty: 8797.450195
	Iteration 9Q: 3 clusters Score -203450.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -203474.390625 Penalty: 8797.450195
	Iteration 10Q: 3 clusters Score -203474.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -203499.640625 Penalty: 8797.450195
	Iteration 11Q: 3 clusters Score -203499.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -203579.734375 Penalty: 8797.450195
	Iteration 12Q: 3 clusters Score -203579.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -203714.578125 Penalty: 8797.450195
	Iteration 13Q: 3 clusters Score -203714.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -203805.671875 Penalty: 8797.450195
	Iteration 14Q: 3 clusters Score -203805.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -203849.031250 Penalty: 8797.450195
	Iteration 15Q: 3 clusters Score -203849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -203889.812500 Penalty: 8797.450195
	Iteration 16Q: 3 clusters Score -203889.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -203907.718750 Penalty: 8797.450195
	Iteration 17Q: 3 clusters Score -203907.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -203920.906250 Penalty: 8797.450195
	Iteration 18Q: 3 clusters Score -203920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -203928.593750 Penalty: 8797.450195
	Iteration 19Q: 3 clusters Score -203928.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -203928.781250 Penalty: 8797.450195
	Iteration 20F: 3 clusters Score -203928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -203930.140625 Penalty: 8797.450195
	Iteration 21Q: 3 clusters Score -203930.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -203930.140625 Penalty: 8797.450195
	Iteration 22F: 3 clusters Score -203930.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1668 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 29027 members 
Mstep: Class 6 contains 26944 members 
Mstep: Class 7 contains 24382 members 
Mstep: Class 8 contains 151849 members 
Mstep: Class 9 contains 7214 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 814 members 
Mstep: Class 12 contains 87822 members 
Mstep: Class 13 contains 7242 members 
Mstep: Class 14 contains 12669 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 15104 members 
Mstep: Class 17 contains 11661 members 
Mstep: Class 18 contains 37269 members 
Mstep: Class 19 contains 24741 members 
Mstep: Class 20 contains 150267 members 
Mstep: Class 21 contains 501 members 
Entering Unmasked Estep 
Score: -138156240.000000 Penalty: 171478.781250
Splitting cluster 11 changes total score from -138106896.000000 to -138156240.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 12 (87822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87822 members 
Entering Unmasked Estep 
Score: -19920016.000000 Penalty: 6972.128418
	Iteration 0F: 2 clusters Score -1.992002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -19859776.000000 Penalty: 13944.256836
	Iteration 0F: 3 clusters Score -1.985978e+07 nChanged 39898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -19881812.000000 Penalty: 13944.256836
	Iteration 1F: 3 clusters Score -1.988181e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -19883324.000000 Penalty: 13944.256836
	Iteration 2Q: 3 clusters Score -1.988332e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -19884734.000000 Penalty: 13944.256836
	Iteration 3Q: 3 clusters Score -1.988473e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -19886490.000000 Penalty: 13944.256836
	Iteration 4Q: 3 clusters Score -1.988649e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -19888662.000000 Penalty: 13944.256836
	Iteration 5Q: 3 clusters Score -1.988866e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56986 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -19891764.000000 Penalty: 13944.256836
	Iteration 6F: 3 clusters Score -1.989176e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61338 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -19896872.000000 Penalty: 13944.256836
	Iteration 7F: 3 clusters Score -1.989687e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -19906184.000000 Penalty: 13944.256836
	Iteration 8F: 3 clusters Score -1.990618e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -19921340.000000 Penalty: 13944.256836
	Iteration 9Q: 3 clusters Score -1.992134e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60442 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -19930858.000000 Penalty: 13944.256836
	Iteration 10F: 3 clusters Score -1.993086e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -19944200.000000 Penalty: 13944.256836
	Iteration 11F: 3 clusters Score -1.99442e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -19960218.000000 Penalty: 13944.256836
	Iteration 12F: 3 clusters Score -1.996022e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -19981040.000000 Penalty: 13944.256836
	Iteration 13F: 3 clusters Score -1.998104e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -19994256.000000 Penalty: 13944.256836
	Iteration 14Q: 3 clusters Score -1.999426e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -19994672.000000 Penalty: 13944.256836
	Iteration 15Q: 3 clusters Score -1.999467e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
Score: -19994644.000000 Penalty: 13944.256836
	Iteration 16Q: 3 clusters Score -1.999464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -19994664.000000 Penalty: 13944.256836
	Iteration 17Q: 3 clusters Score -1.999466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -19994664.000000 Penalty: 13944.256836
	Iteration 18F: 3 clusters Score -1.999466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1668 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 29027 members 
Mstep: Class 6 contains 26944 members 
Mstep: Class 7 contains 24382 members 
Mstep: Class 8 contains 151849 members 
Mstep: Class 9 contains 7214 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 814 members 
Mstep: Class 12 contains 35050 members 
Mstep: Class 13 contains 7242 members 
Mstep: Class 14 contains 12669 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 15104 members 
Mstep: Class 17 contains 11661 members 
Mstep: Class 18 contains 37269 members 
Mstep: Class 19 contains 24741 members 
Mstep: Class 20 contains 150267 members 
Mstep: Class 21 contains 501 members 
Mstep: Class 22 contains 52772 members 
Entering Unmasked Estep 
Score: -138228512.000000 Penalty: 179644.437500
Splitting cluster 12 changes total score from -138106896.000000 to -138228512.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (7242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Entering Unmasked Estep 
Score: -1604027.250000 Penalty: 5443.687012
	Iteration 0F: 2 clusters Score -1604027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1595571.250000 Penalty: 10887.374023
	Iteration 0F: 3 clusters Score -1595571 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1597599.625000 Penalty: 10887.374023
	Iteration 1F: 3 clusters Score -1597600 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1598892.625000 Penalty: 10887.374023
	Iteration 2F: 3 clusters Score -1598893 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1599995.750000 Penalty: 10887.374023
	Iteration 3F: 3 clusters Score -1599996 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1600687.500000 Penalty: 10887.374023
	Iteration 4F: 3 clusters Score -1600688 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1601266.125000 Penalty: 10887.374023
	Iteration 5F: 3 clusters Score -1601266 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1601816.250000 Penalty: 10887.374023
	Iteration 6F: 3 clusters Score -1601816 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1602317.375000 Penalty: 10887.374023
	Iteration 7Q: 3 clusters Score -1602317 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1602753.125000 Penalty: 10887.374023
	Iteration 8Q: 3 clusters Score -1602753 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1602994.500000 Penalty: 10887.374023
	Iteration 9Q: 3 clusters Score -1602994 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1603177.375000 Penalty: 10887.374023
	Iteration 10Q: 3 clusters Score -1603177 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1603331.000000 Penalty: 10887.374023
	Iteration 11Q: 3 clusters Score -1603331 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1603458.625000 Penalty: 10887.374023
	Iteration 12Q: 3 clusters Score -1603459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1603557.750000 Penalty: 10887.374023
	Iteration 13Q: 3 clusters Score -1603558 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1603655.375000 Penalty: 10887.374023
	Iteration 14Q: 3 clusters Score -1603655 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1603704.125000 Penalty: 10887.374023
	Iteration 15Q: 3 clusters Score -1603704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1603731.875000 Penalty: 10887.374023
	Iteration 16Q: 3 clusters Score -1603732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1603757.875000 Penalty: 10887.374023
	Iteration 17Q: 3 clusters Score -1603758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1603770.750000 Penalty: 10887.374023
	Iteration 18Q: 3 clusters Score -1603771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1603774.500000 Penalty: 10887.374023
	Iteration 19Q: 3 clusters Score -1603774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1603781.750000 Penalty: 10887.374023
	Iteration 20F: 3 clusters Score -1603782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1603785.875000 Penalty: 10887.374023
	Iteration 21Q: 3 clusters Score -1603786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1603785.875000 Penalty: 10887.374023
	Iteration 22F: 3 clusters Score -1603786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Entering Unmasked Estep 
Score: -2900557.500000 Penalty: 5786.234863
	Iteration 0F: 2 clusters Score -2900558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2888733.750000 Penalty: 11572.469727
	Iteration 0F: 3 clusters Score -2888734 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2891502.750000 Penalty: 11572.469727
	Iteration 1F: 3 clusters Score -2891503 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2892205.000000 Penalty: 11572.469727
	Iteration 2F: 3 clusters Score -2892205 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2892792.500000 Penalty: 11572.469727
	Iteration 3F: 3 clusters Score -2892792 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2893570.000000 Penalty: 11572.469727
	Iteration 4F: 3 clusters Score -2893570 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2894342.000000 Penalty: 11572.469727
	Iteration 5F: 3 clusters Score -2894342 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2895093.000000 Penalty: 11572.469727
	Iteration 6F: 3 clusters Score -2895093 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2895881.500000 Penalty: 11572.469727
	Iteration 7F: 3 clusters Score -2895882 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2896599.500000 Penalty: 11572.469727
	Iteration 8F: 3 clusters Score -2896600 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2897230.000000 Penalty: 11572.469727
	Iteration 9Q: 3 clusters Score -2897230 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2897701.000000 Penalty: 11572.469727
	Iteration 10Q: 3 clusters Score -2897701 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2898057.750000 Penalty: 11572.469727
	Iteration 11Q: 3 clusters Score -2898058 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2898300.500000 Penalty: 11572.469727
	Iteration 12Q: 3 clusters Score -2898300 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2898481.250000 Penalty: 11572.469727
	Iteration 13Q: 3 clusters Score -2898481 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2898664.250000 Penalty: 11572.469727
	Iteration 14Q: 3 clusters Score -2898664 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2898845.500000 Penalty: 11572.469727
	Iteration 15Q: 3 clusters Score -2898846 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2899030.000000 Penalty: 11572.469727
	Iteration 16Q: 3 clusters Score -2899030 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2899135.750000 Penalty: 11572.469727
	Iteration 17Q: 3 clusters Score -2899136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2899178.500000 Penalty: 11572.469727
	Iteration 18Q: 3 clusters Score -2899178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2899200.750000 Penalty: 11572.469727
	Iteration 19Q: 3 clusters Score -2899201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2899203.500000 Penalty: 11572.469727
	Iteration 20F: 3 clusters Score -2899204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2899207.000000 Penalty: 11572.469727
	Iteration 21Q: 3 clusters Score -2899207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2899208.500000 Penalty: 11572.469727
	Iteration 22Q: 3 clusters Score -2899208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2899209.000000 Penalty: 11572.469727
	Iteration 23Q: 3 clusters Score -2899209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2899209.000000 Penalty: 11572.469727
	Iteration 24F: 3 clusters Score -2899209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -273066.531250 Penalty: 4411.629883
	Iteration 0F: 2 clusters Score -273066.5 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 629 members 
Entering Unmasked Estep 
Score: -268732.906250 Penalty: 8823.259766
	Iteration 0F: 3 clusters Score -268732.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -269686.031250 Penalty: 8823.259766
	Iteration 1F: 3 clusters Score -269686 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -270086.687500 Penalty: 8823.259766
	Iteration 2F: 3 clusters Score -270086.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -270417.593750 Penalty: 8823.259766
	Iteration 3F: 3 clusters Score -270417.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -270762.343750 Penalty: 8823.259766
	Iteration 4F: 3 clusters Score -270762.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -271140.812500 Penalty: 8823.259766
	Iteration 5Q: 3 clusters Score -271140.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -271607.218750 Penalty: 8823.259766
	Iteration 6Q: 3 clusters Score -271607.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -272053.937500 Penalty: 8823.259766
	Iteration 7Q: 3 clusters Score -272053.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -272322.187500 Penalty: 8823.259766
	Iteration 8Q: 3 clusters Score -272322.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -272519.593750 Penalty: 8823.259766
	Iteration 9Q: 3 clusters Score -272519.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -272612.750000 Penalty: 8823.259766
	Iteration 10Q: 3 clusters Score -272612.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -272668.031250 Penalty: 8823.259766
	Iteration 11Q: 3 clusters Score -272668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -272696.843750 Penalty: 8823.259766
	Iteration 12Q: 3 clusters Score -272696.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -272716.656250 Penalty: 8823.259766
	Iteration 13Q: 3 clusters Score -272716.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -272742.093750 Penalty: 8823.259766
	Iteration 14Q: 3 clusters Score -272742.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -272776.468750 Penalty: 8823.259766
	Iteration 15Q: 3 clusters Score -272776.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -272822.562500 Penalty: 8823.259766
	Iteration 16Q: 3 clusters Score -272822.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -272899.625000 Penalty: 8823.259766
	Iteration 17Q: 3 clusters Score -272899.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -272955.437500 Penalty: 8823.259766
	Iteration 18Q: 3 clusters Score -272955.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -273007.906250 Penalty: 8823.259766
	Iteration 19Q: 3 clusters Score -273007.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -273065.375000 Penalty: 8823.259766
	Iteration 20F: 3 clusters Score -273065.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -273129.312500 Penalty: 8823.259766
	Iteration 21Q: 3 clusters Score -273129.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -273189.343750 Penalty: 8823.259766
	Iteration 22Q: 3 clusters Score -273189.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -273286.406250 Penalty: 8823.259766
	Iteration 23Q: 3 clusters Score -273286.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -273434.531250 Penalty: 8823.259766
	Iteration 24Q: 3 clusters Score -273434.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -273451.906250 Penalty: 8823.259766
	Iteration 25Q: 3 clusters Score -273451.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -273451.906250 Penalty: 8823.259766
	Iteration 26F: 3 clusters Score -273451.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1668 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 29027 members 
Mstep: Class 6 contains 26944 members 
Mstep: Class 7 contains 24382 members 
Mstep: Class 8 contains 151849 members 
Mstep: Class 9 contains 7214 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 814 members 
Mstep: Class 12 contains 35050 members 
Mstep: Class 13 contains 7242 members 
Mstep: Class 14 contains 12669 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 15104 members 
Mstep: Class 17 contains 11661 members 
Mstep: Class 18 contains 37269 members 
Mstep: Class 19 contains 24741 members 
Mstep: Class 20 contains 150267 members 
Mstep: Class 21 contains 501 members 
Mstep: Class 22 contains 52772 members 
Mstep: Class 23 contains 704 members 
Entering Unmasked Estep 
Score: -138225152.000000 Penalty: 187810.093750
Splitting cluster 15 changes total score from -138106896.000000 to -138225152.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (15104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Entering Unmasked Estep 
Score: -3299461.750000 Penalty: 5893.913086
	Iteration 0F: 2 clusters Score -3299462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -3286108.500000 Penalty: 11787.826172
	Iteration 0F: 3 clusters Score -3286108 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -3289332.500000 Penalty: 11787.826172
	Iteration 1F: 3 clusters Score -3289332 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3289999.500000 Penalty: 11787.826172
	Iteration 2F: 3 clusters Score -3290000 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -3290495.500000 Penalty: 11787.826172
	Iteration 3F: 3 clusters Score -3290496 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3290890.750000 Penalty: 11787.826172
	Iteration 4Q: 3 clusters Score -3290891 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -3291293.000000 Penalty: 11787.826172
	Iteration 5Q: 3 clusters Score -3291293 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -3291727.250000 Penalty: 11787.826172
	Iteration 6Q: 3 clusters Score -3291727 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3292128.250000 Penalty: 11787.826172
	Iteration 7Q: 3 clusters Score -3292128 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -3292526.000000 Penalty: 11787.826172
	Iteration 8Q: 3 clusters Score -3292526 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -3292903.750000 Penalty: 11787.826172
	Iteration 9Q: 3 clusters Score -3292904 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -3293260.750000 Penalty: 11787.826172
	Iteration 10Q: 3 clusters Score -3293261 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -3293575.250000 Penalty: 11787.826172
	Iteration 11Q: 3 clusters Score -3293575 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -3293829.000000 Penalty: 11787.826172
	Iteration 12Q: 3 clusters Score -3293829 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -3294029.000000 Penalty: 11787.826172
	Iteration 13Q: 3 clusters Score -3294029 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3294164.500000 Penalty: 11787.826172
	Iteration 14Q: 3 clusters Score -3294164 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3294298.500000 Penalty: 11787.826172
	Iteration 15Q: 3 clusters Score -3294298 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3294373.500000 Penalty: 11787.826172
	Iteration 16Q: 3 clusters Score -3294374 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -3294426.750000 Penalty: 11787.826172
	Iteration 17Q: 3 clusters Score -3294427 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -3294471.000000 Penalty: 11787.826172
	Iteration 18Q: 3 clusters Score -3294471 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3294499.750000 Penalty: 11787.826172
	Iteration 19Q: 3 clusters Score -3294500 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -3294517.000000 Penalty: 11787.826172
	Iteration 20F: 3 clusters Score -3294517 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3294542.250000 Penalty: 11787.826172
	Iteration 21Q: 3 clusters Score -3294542 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3294553.500000 Penalty: 11787.826172
	Iteration 22Q: 3 clusters Score -3294554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3294560.750000 Penalty: 11787.826172
	Iteration 23Q: 3 clusters Score -3294561 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3294569.750000 Penalty: 11787.826172
	Iteration 24Q: 3 clusters Score -3294570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3294587.750000 Penalty: 11787.826172
	Iteration 25Q: 3 clusters Score -3294588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -3294595.000000 Penalty: 11787.826172
	Iteration 26Q: 3 clusters Score -3294595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -3294609.750000 Penalty: 11787.826172
	Iteration 27Q: 3 clusters Score -3294610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3294615.250000 Penalty: 11787.826172
	Iteration 28Q: 3 clusters Score -3294615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -3294616.250000 Penalty: 11787.826172
	Iteration 29Q: 3 clusters Score -3294616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -3294622.000000 Penalty: 11787.826172
	Iteration 30Q: 3 clusters Score -3294622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3294631.750000 Penalty: 11787.826172
	Iteration 31Q: 3 clusters Score -3294632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3294631.500000 Penalty: 11787.826172
	Iteration 32Q: 3 clusters Score -3294632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3294624.750000 Penalty: 11787.826172
	Iteration 33Q: 3 clusters Score -3294625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3294620.250000 Penalty: 11787.826172
	Iteration 34Q: 3 clusters Score -3294620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3294622.250000 Penalty: 11787.826172
	Iteration 35Q: 3 clusters Score -3294622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -3294628.000000 Penalty: 11787.826172
	Iteration 36Q: 3 clusters Score -3294628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3294626.000000 Penalty: 11787.826172
	Iteration 37Q: 3 clusters Score -3294626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -3294623.750000 Penalty: 11787.826172
	Iteration 38Q: 3 clusters Score -3294624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -3294632.000000 Penalty: 11787.826172
	Iteration 39Q: 3 clusters Score -3294632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -3294638.750000 Penalty: 11787.826172
	Iteration 40F: 3 clusters Score -3294639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -3294639.750000 Penalty: 11787.826172
	Iteration 41Q: 3 clusters Score -3294640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -3294637.500000 Penalty: 11787.826172
	Iteration 42Q: 3 clusters Score -3294638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -3294643.000000 Penalty: 11787.826172
	Iteration 43Q: 3 clusters Score -3294643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -3294643.000000 Penalty: 11787.826172
	Iteration 44F: 3 clusters Score -3294643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Entering Unmasked Estep 
Score: -2513155.750000 Penalty: 5735.453125
	Iteration 0F: 2 clusters Score -2513156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2502006.500000 Penalty: 11470.906250
	Iteration 0F: 3 clusters Score -2502006 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2505182.500000 Penalty: 11470.906250
	Iteration 1F: 3 clusters Score -2505182 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2506924.000000 Penalty: 11470.906250
	Iteration 2F: 3 clusters Score -2506924 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2509384.500000 Penalty: 11470.906250
	Iteration 3F: 3 clusters Score -2509384 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2512137.500000 Penalty: 11470.906250
	Iteration 4F: 3 clusters Score -2512138 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2514817.750000 Penalty: 11470.906250
	Iteration 5F: 3 clusters Score -2514818 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2516513.750000 Penalty: 11470.906250
	Iteration 6F: 3 clusters Score -2516514 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2517523.500000 Penalty: 11470.906250
	Iteration 7Q: 3 clusters Score -2517524 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2518396.750000 Penalty: 11470.906250
	Iteration 8Q: 3 clusters Score -2518397 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2518914.500000 Penalty: 11470.906250
	Iteration 9Q: 3 clusters Score -2518914 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2519102.250000 Penalty: 11470.906250
	Iteration 10Q: 3 clusters Score -2519102 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2519256.500000 Penalty: 11470.906250
	Iteration 11Q: 3 clusters Score -2519256 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2519404.750000 Penalty: 11470.906250
	Iteration 12Q: 3 clusters Score -2519405 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2519482.000000 Penalty: 11470.906250
	Iteration 13Q: 3 clusters Score -2519482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2519505.500000 Penalty: 11470.906250
	Iteration 14Q: 3 clusters Score -2519506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2519520.000000 Penalty: 11470.906250
	Iteration 15Q: 3 clusters Score -2519520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2519514.750000 Penalty: 11470.906250
	Iteration 16Q: 3 clusters Score -2519515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2519517.250000 Penalty: 11470.906250
	Iteration 17Q: 3 clusters Score -2519517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2519517.250000 Penalty: 11470.906250
	Iteration 18F: 3 clusters Score -2519517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1668 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 29027 members 
Mstep: Class 6 contains 26944 members 
Mstep: Class 7 contains 24382 members 
Mstep: Class 8 contains 151849 members 
Mstep: Class 9 contains 7214 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 814 members 
Mstep: Class 12 contains 35050 members 
Mstep: Class 13 contains 7242 members 
Mstep: Class 14 contains 12669 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 15104 members 
Mstep: Class 17 contains 5415 members 
Mstep: Class 18 contains 37269 members 
Mstep: Class 19 contains 24741 members 
Mstep: Class 20 contains 150267 members 
Mstep: Class 21 contains 501 members 
Mstep: Class 22 contains 52772 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 6246 members 
Entering Unmasked Estep 
Score: -138228848.000000 Penalty: 195975.750000
Splitting cluster 17 changes total score from -138106896.000000 to -138228848.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (37269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Entering Unmasked Estep 
Score: -8455007.000000 Penalty: 6447.124023
	Iteration 0F: 2 clusters Score -8455007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -8427412.000000 Penalty: 12894.248047
	Iteration 0F: 3 clusters Score -8427412 nChanged 16185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -8436183.000000 Penalty: 12894.248047
	Iteration 1F: 3 clusters Score -8436183 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -8437210.000000 Penalty: 12894.248047
	Iteration 2F: 3 clusters Score -8437210 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -8438134.000000 Penalty: 12894.248047
	Iteration 3F: 3 clusters Score -8438134 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -8439077.000000 Penalty: 12894.248047
	Iteration 4F: 3 clusters Score -8439077 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -8440071.000000 Penalty: 12894.248047
	Iteration 5Q: 3 clusters Score -8440071 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -8441200.000000 Penalty: 12894.248047
	Iteration 6F: 3 clusters Score -8441200 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -8442388.000000 Penalty: 12894.248047
	Iteration 7F: 3 clusters Score -8442388 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -8443644.000000 Penalty: 12894.248047
	Iteration 8F: 3 clusters Score -8443644 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -8444810.000000 Penalty: 12894.248047
	Iteration 9F: 3 clusters Score -8444810 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -8446007.000000 Penalty: 12894.248047
	Iteration 10Q: 3 clusters Score -8446007 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -8447073.000000 Penalty: 12894.248047
	Iteration 11Q: 3 clusters Score -8447073 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -8448024.000000 Penalty: 12894.248047
	Iteration 12Q: 3 clusters Score -8448024 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -8448805.000000 Penalty: 12894.248047
	Iteration 13Q: 3 clusters Score -8448805 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -8449448.000000 Penalty: 12894.248047
	Iteration 14Q: 3 clusters Score -8449448 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -8449878.000000 Penalty: 12894.248047
	Iteration 15Q: 3 clusters Score -8449878 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -8450287.000000 Penalty: 12894.248047
	Iteration 16Q: 3 clusters Score -8450287 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -8450625.000000 Penalty: 12894.248047
	Iteration 17Q: 3 clusters Score -8450625 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -8450900.000000 Penalty: 12894.248047
	Iteration 18Q: 3 clusters Score -8450900 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -8451099.000000 Penalty: 12894.248047
	Iteration 19Q: 3 clusters Score -8451099 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -8451244.000000 Penalty: 12894.248047
	Iteration 20F: 3 clusters Score -8451244 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -8451320.000000 Penalty: 12894.248047
	Iteration 21Q: 3 clusters Score -8451320 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -8451368.000000 Penalty: 12894.248047
	Iteration 22Q: 3 clusters Score -8451368 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -8451407.000000 Penalty: 12894.248047
	Iteration 23Q: 3 clusters Score -8451407 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -8451434.000000 Penalty: 12894.248047
	Iteration 24Q: 3 clusters Score -8451434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -8451448.000000 Penalty: 12894.248047
	Iteration 25Q: 3 clusters Score -8451448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -8451431.000000 Penalty: 12894.248047
	Iteration 26Q: 3 clusters Score -8451431 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -8451454.000000 Penalty: 12894.248047
	Iteration 27Q: 3 clusters Score -8451454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -8451458.000000 Penalty: 12894.248047
	Iteration 28Q: 3 clusters Score -8451458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -8451462.000000 Penalty: 12894.248047
	Iteration 29Q: 3 clusters Score -8451462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -8451436.000000 Penalty: 12894.248047
	Iteration 30Q: 3 clusters Score -8451436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -8451453.000000 Penalty: 12894.248047
	Iteration 31Q: 3 clusters Score -8451453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -8451457.000000 Penalty: 12894.248047
	Iteration 32Q: 3 clusters Score -8451457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -8451447.000000 Penalty: 12894.248047
	Iteration 33Q: 3 clusters Score -8451447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -8451462.000000 Penalty: 12894.248047
	Iteration 34Q: 3 clusters Score -8451462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -8451462.000000 Penalty: 12894.248047
	Iteration 35Q: 3 clusters Score -8451462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -8451451.000000 Penalty: 12894.248047
	Iteration 36Q: 3 clusters Score -8451451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -8451451.000000 Penalty: 12894.248047
	Iteration 37F: 3 clusters Score -8451451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Entering Unmasked Estep 
Score: -5595127.500000 Penalty: 6196.182617
	Iteration 0F: 2 clusters Score -5595128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -5575608.500000 Penalty: 12392.365234
	Iteration 0F: 3 clusters Score -5575608 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -5581116.500000 Penalty: 12392.365234
	Iteration 1F: 3 clusters Score -5581116 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -5582095.500000 Penalty: 12392.365234
	Iteration 2F: 3 clusters Score -5582096 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -5583151.000000 Penalty: 12392.365234
	Iteration 3F: 3 clusters Score -5583151 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -5584678.500000 Penalty: 12392.365234
	Iteration 4F: 3 clusters Score -5584678 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -5586814.000000 Penalty: 12392.365234
	Iteration 5F: 3 clusters Score -5586814 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -5589197.500000 Penalty: 12392.365234
	Iteration 6F: 3 clusters Score -5589198 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -5591158.000000 Penalty: 12392.365234
	Iteration 7F: 3 clusters Score -5591158 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -5592455.500000 Penalty: 12392.365234
	Iteration 8F: 3 clusters Score -5592456 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -5593351.000000 Penalty: 12392.365234
	Iteration 9Q: 3 clusters Score -5593351 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -5593974.500000 Penalty: 12392.365234
	Iteration 10Q: 3 clusters Score -5593974 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -5594398.000000 Penalty: 12392.365234
	Iteration 11Q: 3 clusters Score -5594398 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -5594695.500000 Penalty: 12392.365234
	Iteration 12Q: 3 clusters Score -5594696 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -5594810.500000 Penalty: 12392.365234
	Iteration 13Q: 3 clusters Score -5594810 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -5594909.000000 Penalty: 12392.365234
	Iteration 14Q: 3 clusters Score -5594909 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -5594947.000000 Penalty: 12392.365234
	Iteration 15Q: 3 clusters Score -5594947 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -5594982.500000 Penalty: 12392.365234
	Iteration 16Q: 3 clusters Score -5594982 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -5594987.000000 Penalty: 12392.365234
	Iteration 17Q: 3 clusters Score -5594987 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -5594997.500000 Penalty: 12392.365234
	Iteration 18Q: 3 clusters Score -5594998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -5595020.500000 Penalty: 12392.365234
	Iteration 19Q: 3 clusters Score -5595020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -5595019.500000 Penalty: 12392.365234
	Iteration 20F: 3 clusters Score -5595020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -5595027.000000 Penalty: 12392.365234
	Iteration 21Q: 3 clusters Score -5595027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -5595035.500000 Penalty: 12392.365234
	Iteration 22Q: 3 clusters Score -5595036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -5595037.500000 Penalty: 12392.365234
	Iteration 23Q: 3 clusters Score -5595038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -5595040.000000 Penalty: 12392.365234
	Iteration 24Q: 3 clusters Score -5595040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -5595042.000000 Penalty: 12392.365234
	Iteration 25Q: 3 clusters Score -5595042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -5595041.000000 Penalty: 12392.365234
	Iteration 26Q: 3 clusters Score -5595041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -5595042.500000 Penalty: 12392.365234
	Iteration 27Q: 3 clusters Score -5595042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -5595045.000000 Penalty: 12392.365234
	Iteration 28Q: 3 clusters Score -5595045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -5595048.500000 Penalty: 12392.365234
	Iteration 29Q: 3 clusters Score -5595048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -5595042.500000 Penalty: 12392.365234
	Iteration 30Q: 3 clusters Score -5595042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -5595049.000000 Penalty: 12392.365234
	Iteration 31Q: 3 clusters Score -5595049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -5595045.500000 Penalty: 12392.365234
	Iteration 32Q: 3 clusters Score -5595046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -5595042.000000 Penalty: 12392.365234
	Iteration 33Q: 3 clusters Score -5595042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -5595042.500000 Penalty: 12392.365234
	Iteration 34Q: 3 clusters Score -5595042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -5595042.500000 Penalty: 12392.365234
	Iteration 35F: 3 clusters Score -5595042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 29027 members 
Mstep: Class 6 contains 26944 members 
Mstep: Class 8 contains 151849 members 
Mstep: Class 9 contains 7214 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 814 members 
Mstep: Class 12 contains 35050 members 
Mstep: Class 13 contains 7242 members 
Mstep: Class 14 contains 12669 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 15104 members 
Mstep: Class 17 contains 5415 members 
Mstep: Class 18 contains 37269 members 
Mstep: Class 19 contains 24741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138242192.000000 Penalty: 195975.750000
Iteration 39Q: 25 clusters Score -1.382422e+08 nChanged 15196
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 28098 members 
Mstep: Class 6 contains 27013 members 
Mstep: Class 7 contains 24382 members 
Mstep: Class 8 contains 157857 members 
Mstep: Class 9 contains 7269 members 
Mstep: Class 10 contains 1341 members 
Mstep: Class 11 contains 813 members 
Mstep: Class 12 contains 35958 members 
Mstep: Class 13 contains 7012 members 
Mstep: Class 14 contains 12918 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 14273 members 
Mstep: Class 17 contains 6292 members 
Mstep: Class 18 contains 37219 members 
Mstep: Class 19 contains 24635 members 
Mstep: Class 20 contains 144235 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 51970 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138257392.000000 Penalty: 195975.750000
Iteration 40F: 25 clusters Score -1.382574e+08 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 838 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 27248 members 
Mstep: Class 6 contains 26933 members 
Mstep: Class 7 contains 24533 members 
Mstep: Class 8 contains 161042 members 
Mstep: Class 9 contains 7259 members 
Mstep: Class 10 contains 1341 members 
Mstep: Class 11 contains 831 members 
Mstep: Class 12 contains 36329 members 
Mstep: Class 13 contains 6807 members 
Mstep: Class 14 contains 12868 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 13814 members 
Mstep: Class 17 contains 6676 members 
Mstep: Class 18 contains 37013 members 
Mstep: Class 19 contains 24510 members 
Mstep: Class 20 contains 140947 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 51628 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138262768.000000 Penalty: 195975.750000
Iteration 41Q: 25 clusters Score -1.382628e+08 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 2747 members 
Mstep: Class 3 contains 804 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 26476 members 
Mstep: Class 6 contains 26927 members 
Mstep: Class 7 contains 24966 members 
Mstep: Class 8 contains 163077 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 36592 members 
Mstep: Class 13 contains 6682 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 6930 members 
Mstep: Class 18 contains 36885 members 
Mstep: Class 19 contains 24433 members 
Mstep: Class 20 contains 138495 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 51412 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138265472.000000 Penalty: 195975.750000
Iteration 42Q: 25 clusters Score -1.382655e+08 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 2935 members 
Mstep: Class 3 contains 782 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 25751 members 
Mstep: Class 6 contains 26955 members 
Mstep: Class 7 contains 25405 members 
Mstep: Class 8 contains 164601 members 
Mstep: Class 9 contains 7341 members 
Mstep: Class 10 contains 1335 members 
Mstep: Class 11 contains 842 members 
Mstep: Class 12 contains 36754 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 12774 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 13430 members 
Mstep: Class 17 contains 7101 members 
Mstep: Class 18 contains 36790 members 
Mstep: Class 19 contains 24401 members 
Mstep: Class 20 contains 136491 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 51265 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267088.000000 Penalty: 195975.750000
Iteration 43Q: 25 clusters Score -1.382671e+08 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 3056 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 25158 members 
Mstep: Class 6 contains 26975 members 
Mstep: Class 7 contains 25811 members 
Mstep: Class 8 contains 165795 members 
Mstep: Class 9 contains 7379 members 
Mstep: Class 10 contains 1334 members 
Mstep: Class 11 contains 844 members 
Mstep: Class 12 contains 36871 members 
Mstep: Class 13 contains 6531 members 
Mstep: Class 14 contains 12773 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 13289 members 
Mstep: Class 17 contains 7222 members 
Mstep: Class 18 contains 36719 members 
Mstep: Class 19 contains 24330 members 
Mstep: Class 20 contains 134879 members 
Mstep: Class 21 contains 540 members 
Mstep: Class 22 contains 51158 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138268160.000000 Penalty: 195975.750000
Iteration 44Q: 25 clusters Score -1.382682e+08 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 767 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 24610 members 
Mstep: Class 6 contains 27008 members 
Mstep: Class 7 contains 26272 members 
Mstep: Class 8 contains 166597 members 
Mstep: Class 9 contains 7413 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 36947 members 
Mstep: Class 13 contains 6455 members 
Mstep: Class 14 contains 12781 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 13186 members 
Mstep: Class 17 contains 7316 members 
Mstep: Class 18 contains 36647 members 
Mstep: Class 19 contains 24260 members 
Mstep: Class 20 contains 133578 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 51072 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138269232.000000 Penalty: 195975.750000
Iteration 45Q: 25 clusters Score -1.382692e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 24099 members 
Mstep: Class 6 contains 27054 members 
Mstep: Class 7 contains 26656 members 
Mstep: Class 8 contains 167242 members 
Mstep: Class 9 contains 7432 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 36993 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 662 members 
Mstep: Class 16 contains 13110 members 
Mstep: Class 17 contains 7389 members 
Mstep: Class 18 contains 36587 members 
Mstep: Class 19 contains 24225 members 
Mstep: Class 20 contains 132531 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 51007 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138269792.000000 Penalty: 195975.750000
Iteration 46Q: 25 clusters Score -1.382698e+08 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 3238 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 23609 members 
Mstep: Class 6 contains 27101 members 
Mstep: Class 7 contains 27000 members 
Mstep: Class 8 contains 167745 members 
Mstep: Class 9 contains 7438 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 37030 members 
Mstep: Class 13 contains 6305 members 
Mstep: Class 14 contains 12829 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 13055 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 36538 members 
Mstep: Class 19 contains 24166 members 
Mstep: Class 20 contains 131682 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 50955 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138270336.000000 Penalty: 195975.750000
Iteration 47Q: 25 clusters Score -1.382703e+08 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 3275 members 
Mstep: Class 3 contains 775 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 23185 members 
Mstep: Class 6 contains 27140 members 
Mstep: Class 7 contains 27283 members 
Mstep: Class 8 contains 168138 members 
Mstep: Class 9 contains 7438 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 37056 members 
Mstep: Class 13 contains 6247 members 
Mstep: Class 14 contains 12860 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 13014 members 
Mstep: Class 17 contains 7488 members 
Mstep: Class 18 contains 36490 members 
Mstep: Class 19 contains 24109 members 
Mstep: Class 20 contains 130969 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 50915 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138270720.000000 Penalty: 195975.750000
Iteration 48Q: 25 clusters Score -1.382707e+08 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 3301 members 
Mstep: Class 3 contains 776 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 22775 members 
Mstep: Class 6 contains 27183 members 
Mstep: Class 7 contains 27546 members 
Mstep: Class 8 contains 168459 members 
Mstep: Class 9 contains 7443 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 37077 members 
Mstep: Class 13 contains 6208 members 
Mstep: Class 14 contains 12876 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12964 members 
Mstep: Class 17 contains 7518 members 
Mstep: Class 18 contains 36474 members 
Mstep: Class 19 contains 24070 members 
Mstep: Class 20 contains 130360 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 50887 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271216.000000 Penalty: 195975.750000
Iteration 49Q: 25 clusters Score -1.382712e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 3327 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 22356 members 
Mstep: Class 6 contains 27237 members 
Mstep: Class 7 contains 27771 members 
Mstep: Class 8 contains 168742 members 
Mstep: Class 9 contains 7448 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 37095 members 
Mstep: Class 13 contains 6161 members 
Mstep: Class 14 contains 12878 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12933 members 
Mstep: Class 17 contains 7542 members 
Mstep: Class 18 contains 36464 members 
Mstep: Class 19 contains 24036 members 
Mstep: Class 20 contains 129840 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 50860 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271408.000000 Penalty: 195975.750000
Iteration 50Q: 25 clusters Score -1.382714e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 3349 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 21969 members 
Mstep: Class 6 contains 27271 members 
Mstep: Class 7 contains 28001 members 
Mstep: Class 8 contains 168947 members 
Mstep: Class 9 contains 7447 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 37114 members 
Mstep: Class 13 contains 6136 members 
Mstep: Class 14 contains 12872 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12904 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 36457 members 
Mstep: Class 19 contains 24002 members 
Mstep: Class 20 contains 129379 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 50849 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271504.000000 Penalty: 195975.750000
Iteration 51Q: 25 clusters Score -1.382715e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 3361 members 
Mstep: Class 3 contains 776 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 21650 members 
Mstep: Class 6 contains 27304 members 
Mstep: Class 7 contains 28209 members 
Mstep: Class 8 contains 169104 members 
Mstep: Class 9 contains 7447 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 37130 members 
Mstep: Class 13 contains 6097 members 
Mstep: Class 14 contains 12870 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12855 members 
Mstep: Class 17 contains 7574 members 
Mstep: Class 18 contains 36451 members 
Mstep: Class 19 contains 23983 members 
Mstep: Class 20 contains 128975 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 50830 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271600.000000 Penalty: 195975.750000
Iteration 52Q: 25 clusters Score -1.382716e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 3 contains 779 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 21385 members 
Mstep: Class 6 contains 27338 members 
Mstep: Class 7 contains 28384 members 
Mstep: Class 8 contains 169235 members 
Mstep: Class 9 contains 7446 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 37144 members 
Mstep: Class 13 contains 6055 members 
Mstep: Class 14 contains 12876 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12823 members 
Mstep: Class 17 contains 7582 members 
Mstep: Class 18 contains 36451 members 
Mstep: Class 19 contains 23947 members 
Mstep: Class 20 contains 128617 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 50820 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138272000.000000 Penalty: 195975.750000
Iteration 53Q: 25 clusters Score -1.38272e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 3382 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 21181 members 
Mstep: Class 6 contains 27373 members 
Mstep: Class 7 contains 28548 members 
Mstep: Class 8 contains 169349 members 
Mstep: Class 9 contains 7450 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 37153 members 
Mstep: Class 13 contains 6023 members 
Mstep: Class 14 contains 12884 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12811 members 
Mstep: Class 17 contains 7591 members 
Mstep: Class 18 contains 36437 members 
Mstep: Class 19 contains 23897 members 
Mstep: Class 20 contains 128292 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 50815 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138272096.000000 Penalty: 195975.750000
Iteration 54Q: 25 clusters Score -1.382721e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 3392 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 21036 members 
Mstep: Class 6 contains 27410 members 
Mstep: Class 7 contains 28683 members 
Mstep: Class 8 contains 169460 members 
Mstep: Class 9 contains 7454 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 37160 members 
Mstep: Class 13 contains 5993 members 
Mstep: Class 14 contains 12887 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12790 members 
Mstep: Class 17 contains 7599 members 
Mstep: Class 18 contains 36428 members 
Mstep: Class 19 contains 23867 members 
Mstep: Class 20 contains 127996 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 50808 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138272176.000000 Penalty: 195975.750000
Iteration 55Q: 25 clusters Score -1.382722e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 3396 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20920 members 
Mstep: Class 6 contains 27445 members 
Mstep: Class 7 contains 28808 members 
Mstep: Class 8 contains 169537 members 
Mstep: Class 9 contains 7455 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 37165 members 
Mstep: Class 13 contains 5968 members 
Mstep: Class 14 contains 12890 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12771 members 
Mstep: Class 17 contains 7606 members 
Mstep: Class 18 contains 36415 members 
Mstep: Class 19 contains 23854 members 
Mstep: Class 20 contains 127743 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 50801 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138272384.000000 Penalty: 195975.750000
Iteration 56Q: 25 clusters Score -1.382724e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 3399 members 
Mstep: Class 3 contains 782 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20836 members 
Mstep: Class 6 contains 27475 members 
Mstep: Class 7 contains 28912 members 
Mstep: Class 8 contains 169618 members 
Mstep: Class 9 contains 7455 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 37171 members 
Mstep: Class 13 contains 5952 members 
Mstep: Class 14 contains 12888 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12754 members 
Mstep: Class 17 contains 7614 members 
Mstep: Class 18 contains 36402 members 
Mstep: Class 19 contains 23847 members 
Mstep: Class 20 contains 127521 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 50792 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138272400.000000 Penalty: 195975.750000
Iteration 57Q: 25 clusters Score -1.382724e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 3403 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20781 members 
Mstep: Class 6 contains 27503 members 
Mstep: Class 7 contains 29007 members 
Mstep: Class 8 contains 169664 members 
Mstep: Class 9 contains 7452 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 37176 members 
Mstep: Class 13 contains 5937 members 
Mstep: Class 14 contains 12889 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12745 members 
Mstep: Class 17 contains 7620 members 
Mstep: Class 18 contains 36395 members 
Mstep: Class 19 contains 23823 members 
Mstep: Class 20 contains 127342 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 50786 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138272272.000000 Penalty: 195975.750000
Iteration 58Q: 25 clusters Score -1.382723e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 3408 members 
Mstep: Class 3 contains 785 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20736 members 
Mstep: Class 6 contains 27535 members 
Mstep: Class 7 contains 29097 members 
Mstep: Class 8 contains 169706 members 
Mstep: Class 9 contains 7452 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 37180 members 
Mstep: Class 13 contains 5933 members 
Mstep: Class 14 contains 12895 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12728 members 
Mstep: Class 17 contains 7630 members 
Mstep: Class 18 contains 36394 members 
Mstep: Class 19 contains 23802 members 
Mstep: Class 20 contains 127159 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 50777 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138272464.000000 Penalty: 195975.750000
Iteration 59Q: 25 clusters Score -1.382725e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 3410 members 
Mstep: Class 3 contains 782 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20694 members 
Mstep: Class 6 contains 27559 members 
Mstep: Class 7 contains 29174 members 
Mstep: Class 8 contains 169733 members 
Mstep: Class 9 contains 7452 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 37182 members 
Mstep: Class 13 contains 5917 members 
Mstep: Class 14 contains 12899 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 12716 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 36389 members 
Mstep: Class 19 contains 23804 members 
Mstep: Class 20 contains 127021 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 50771 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138272704.000000 Penalty: 195975.750000
Iteration 60F: 25 clusters Score -1.382727e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 3419 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20656 members 
Mstep: Class 6 contains 27589 members 
Mstep: Class 7 contains 29233 members 
Mstep: Class 8 contains 169759 members 
Mstep: Class 9 contains 7453 members 
Mstep: Class 10 contains 1319 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 37184 members 
Mstep: Class 13 contains 5903 members 
Mstep: Class 14 contains 12902 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 12709 members 
Mstep: Class 17 contains 7643 members 
Mstep: Class 18 contains 36386 members 
Mstep: Class 19 contains 23813 members 
Mstep: Class 20 contains 126880 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 50766 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138272992.000000 Penalty: 195975.750000
Iteration 61Q: 25 clusters Score -1.38273e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 3427 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20628 members 
Mstep: Class 6 contains 27614 members 
Mstep: Class 7 contains 29294 members 
Mstep: Class 8 contains 169794 members 
Mstep: Class 9 contains 7452 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 37187 members 
Mstep: Class 13 contains 5890 members 
Mstep: Class 14 contains 12901 members 
Mstep: Class 15 contains 669 members 
Mstep: Class 16 contains 12700 members 
Mstep: Class 17 contains 7647 members 
Mstep: Class 18 contains 36384 members 
Mstep: Class 19 contains 23821 members 
Mstep: Class 20 contains 126760 members 
Mstep: Class 21 contains 536 members 
Mstep: Class 22 contains 50763 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 5605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273200.000000 Penalty: 195975.750000
Iteration 62Q: 25 clusters Score -1.382732e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 3436 members 
Mstep: Class 3 contains 788 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20605 members 
Mstep: Class 6 contains 27634 members 
Mstep: Class 7 contains 29345 members 
Mstep: Class 8 contains 169816 members 
Mstep: Class 9 contains 7448 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 37190 members 
Mstep: Class 13 contains 5876 members 
Mstep: Class 14 contains 12900 members 
Mstep: Class 15 contains 671 members 
Mstep: Class 16 contains 12695 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 36379 members 
Mstep: Class 19 contains 23830 members 
Mstep: Class 20 contains 126655 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50763 members 
Mstep: Class 23 contains 705 members 
Mstep: Class 24 contains 5608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273360.000000 Penalty: 195975.750000
Iteration 63Q: 25 clusters Score -1.382734e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 3445 members 
Mstep: Class 3 contains 788 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20598 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 29390 members 
Mstep: Class 8 contains 169848 members 
Mstep: Class 9 contains 7441 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 37193 members 
Mstep: Class 13 contains 5871 members 
Mstep: Class 14 contains 12897 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 12696 members 
Mstep: Class 17 contains 7649 members 
Mstep: Class 18 contains 36374 members 
Mstep: Class 19 contains 23832 members 
Mstep: Class 20 contains 126551 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50767 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273264.000000 Penalty: 195975.750000
Iteration 64Q: 25 clusters Score -1.382733e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 3451 members 
Mstep: Class 3 contains 789 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20592 members 
Mstep: Class 6 contains 27663 members 
Mstep: Class 7 contains 29432 members 
Mstep: Class 8 contains 169881 members 
Mstep: Class 9 contains 7438 members 
Mstep: Class 10 contains 1311 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 37194 members 
Mstep: Class 13 contains 5856 members 
Mstep: Class 14 contains 12900 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12699 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 36369 members 
Mstep: Class 19 contains 23840 members 
Mstep: Class 20 contains 126460 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50766 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273616.000000 Penalty: 195975.750000
Iteration 65Q: 25 clusters Score -1.382736e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 789 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20586 members 
Mstep: Class 6 contains 27673 members 
Mstep: Class 7 contains 29476 members 
Mstep: Class 8 contains 169897 members 
Mstep: Class 9 contains 7437 members 
Mstep: Class 10 contains 1311 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 37194 members 
Mstep: Class 13 contains 5848 members 
Mstep: Class 14 contains 12907 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12693 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 36368 members 
Mstep: Class 19 contains 23841 members 
Mstep: Class 20 contains 126377 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50763 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273440.000000 Penalty: 195975.750000
Iteration 66Q: 25 clusters Score -1.382734e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 790 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20575 members 
Mstep: Class 6 contains 27683 members 
Mstep: Class 7 contains 29515 members 
Mstep: Class 8 contains 169908 members 
Mstep: Class 9 contains 7438 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 37197 members 
Mstep: Class 13 contains 5845 members 
Mstep: Class 14 contains 12921 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12688 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 36362 members 
Mstep: Class 19 contains 23848 members 
Mstep: Class 20 contains 126289 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50763 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273360.000000 Penalty: 195975.750000
Iteration 67Q: 25 clusters Score -1.382734e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 3463 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20566 members 
Mstep: Class 6 contains 27691 members 
Mstep: Class 7 contains 29540 members 
Mstep: Class 8 contains 169928 members 
Mstep: Class 9 contains 7438 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 37200 members 
Mstep: Class 13 contains 5834 members 
Mstep: Class 14 contains 12930 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12680 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 36363 members 
Mstep: Class 19 contains 23860 members 
Mstep: Class 20 contains 126216 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50762 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273264.000000 Penalty: 195975.750000
Iteration 68Q: 25 clusters Score -1.382733e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 3465 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20559 members 
Mstep: Class 6 contains 27694 members 
Mstep: Class 7 contains 29555 members 
Mstep: Class 8 contains 169957 members 
Mstep: Class 9 contains 7436 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 37202 members 
Mstep: Class 13 contains 5822 members 
Mstep: Class 14 contains 12942 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12674 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 36365 members 
Mstep: Class 19 contains 23860 members 
Mstep: Class 20 contains 126163 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50761 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273216.000000 Penalty: 195975.750000
Iteration 69Q: 25 clusters Score -1.382732e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 790 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20554 members 
Mstep: Class 6 contains 27702 members 
Mstep: Class 7 contains 29576 members 
Mstep: Class 8 contains 169963 members 
Mstep: Class 9 contains 7437 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 37204 members 
Mstep: Class 13 contains 5811 members 
Mstep: Class 14 contains 12952 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12670 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 36366 members 
Mstep: Class 19 contains 23866 members 
Mstep: Class 20 contains 126118 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50761 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273328.000000 Penalty: 195975.750000
Iteration 70Q: 25 clusters Score -1.382733e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 790 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20555 members 
Mstep: Class 6 contains 27706 members 
Mstep: Class 7 contains 29596 members 
Mstep: Class 8 contains 169959 members 
Mstep: Class 9 contains 7438 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 37207 members 
Mstep: Class 13 contains 5798 members 
Mstep: Class 14 contains 12958 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12664 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 36368 members 
Mstep: Class 19 contains 23871 members 
Mstep: Class 20 contains 126086 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50761 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273296.000000 Penalty: 195975.750000
Iteration 71Q: 25 clusters Score -1.382733e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 790 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20553 members 
Mstep: Class 6 contains 27712 members 
Mstep: Class 7 contains 29612 members 
Mstep: Class 8 contains 169966 members 
Mstep: Class 9 contains 7439 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 37211 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 12959 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12659 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 36368 members 
Mstep: Class 19 contains 23873 members 
Mstep: Class 20 contains 126048 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50761 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273376.000000 Penalty: 195975.750000
Iteration 72Q: 25 clusters Score -1.382734e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20548 members 
Mstep: Class 6 contains 27726 members 
Mstep: Class 7 contains 29623 members 
Mstep: Class 8 contains 169983 members 
Mstep: Class 9 contains 7439 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 37212 members 
Mstep: Class 13 contains 5790 members 
Mstep: Class 14 contains 12960 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12652 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 36368 members 
Mstep: Class 19 contains 23881 members 
Mstep: Class 20 contains 125995 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50761 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273264.000000 Penalty: 195975.750000
Iteration 73Q: 25 clusters Score -1.382733e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20542 members 
Mstep: Class 6 contains 27737 members 
Mstep: Class 7 contains 29630 members 
Mstep: Class 8 contains 170005 members 
Mstep: Class 9 contains 7439 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 37213 members 
Mstep: Class 13 contains 5782 members 
Mstep: Class 14 contains 12964 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12647 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 36365 members 
Mstep: Class 19 contains 23892 members 
Mstep: Class 20 contains 125952 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50762 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273312.000000 Penalty: 195975.750000
Iteration 74Q: 25 clusters Score -1.382733e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20537 members 
Mstep: Class 6 contains 27742 members 
Mstep: Class 7 contains 29640 members 
Mstep: Class 8 contains 170014 members 
Mstep: Class 9 contains 7438 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 37211 members 
Mstep: Class 13 contains 5781 members 
Mstep: Class 14 contains 12966 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12646 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 36365 members 
Mstep: Class 19 contains 23900 members 
Mstep: Class 20 contains 125916 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50762 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273408.000000 Penalty: 195975.750000
Iteration 75Q: 25 clusters Score -1.382734e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20535 members 
Mstep: Class 6 contains 27747 members 
Mstep: Class 7 contains 29651 members 
Mstep: Class 8 contains 170020 members 
Mstep: Class 9 contains 7438 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 37211 members 
Mstep: Class 13 contains 5778 members 
Mstep: Class 14 contains 12978 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12643 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 36365 members 
Mstep: Class 19 contains 23909 members 
Mstep: Class 20 contains 125875 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50762 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273328.000000 Penalty: 195975.750000
Iteration 76Q: 25 clusters Score -1.382733e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20537 members 
Mstep: Class 6 contains 27749 members 
Mstep: Class 7 contains 29662 members 
Mstep: Class 8 contains 170028 members 
Mstep: Class 9 contains 7440 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 37213 members 
Mstep: Class 13 contains 5775 members 
Mstep: Class 14 contains 12984 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12640 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 36365 members 
Mstep: Class 19 contains 23917 members 
Mstep: Class 20 contains 125838 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50762 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273520.000000 Penalty: 195975.750000
Iteration 77Q: 25 clusters Score -1.382735e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 20535 members 
Mstep: Class 6 contains 27749 members 
Mstep: Class 7 contains 29667 members 
Mstep: Class 8 contains 170039 members 
Mstep: Class 9 contains 7440 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 37215 members 
Mstep: Class 13 contains 5776 members 
Mstep: Class 14 contains 12988 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12636 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 36367 members 
Mstep: Class 19 contains 23922 members 
Mstep: Class 20 contains 125808 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50762 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273520.000000 Penalty: 195975.750000
Iteration 78Q: 25 clusters Score -1.382735e+08 nChanged 59
Entering ConstructFrom: 
Score: -138273520.000000 Penalty: 195975.750000
Entering ConstructFrom: 
Trying to split cluster 1 (32545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Entering Unmasked Estep 
Score: -7430907.500000 Penalty: 6364.106934
	Iteration 0F: 2 clusters Score -7430908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -7406581.000000 Penalty: 12728.213867
	Iteration 0F: 3 clusters Score -7406581 nChanged 13731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -7413554.000000 Penalty: 12728.213867
	Iteration 1F: 3 clusters Score -7413554 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -7414302.000000 Penalty: 12728.213867
	Iteration 2F: 3 clusters Score -7414302 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -7414901.000000 Penalty: 12728.213867
	Iteration 3Q: 3 clusters Score -7414901 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -7415502.500000 Penalty: 12728.213867
	Iteration 4Q: 3 clusters Score -7415502 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -7415920.000000 Penalty: 12728.213867
	Iteration 5Q: 3 clusters Score -7415920 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -7416369.500000 Penalty: 12728.213867
	Iteration 6Q: 3 clusters Score -7416370 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -7416733.000000 Penalty: 12728.213867
	Iteration 7Q: 3 clusters Score -7416733 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -7417106.000000 Penalty: 12728.213867
	Iteration 8Q: 3 clusters Score -7417106 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -7417456.000000 Penalty: 12728.213867
	Iteration 9Q: 3 clusters Score -7417456 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -7417738.500000 Penalty: 12728.213867
	Iteration 10Q: 3 clusters Score -7417738 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -7417956.500000 Penalty: 12728.213867
	Iteration 11Q: 3 clusters Score -7417956 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -7418167.500000 Penalty: 12728.213867
	Iteration 12Q: 3 clusters Score -7418168 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -7418391.000000 Penalty: 12728.213867
	Iteration 13Q: 3 clusters Score -7418391 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -7418635.000000 Penalty: 12728.213867
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Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 13930 members 
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Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 13578 members 
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Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 13190 members 
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Mstep: Class 1 contains 19774 members 
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Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 12309 members 
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Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 11398 members 
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Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 10869 members 
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Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 10340 members 
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Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 8537 members 
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Mstep: Class 2 contains 7921 members 
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Mstep: Class 2 contains 7291 members 
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Mstep: Class 2 contains 6676 members 
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Mstep: Class 2 contains 5622 members 
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Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 5215 members 
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Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 4886 members 
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Mstep: Class 2 contains 4586 members 
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	Iteration 63Q: 3 clusters Score -7425448 nChanged 11
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	Iteration 64Q: 3 clusters Score -7425452 nChanged 13
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	Iteration 77Q: 3 clusters Score -7425488 nChanged 4
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	Iteration 78Q: 3 clusters Score -7425489 nChanged 5
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	Iteration 79Q: 3 clusters Score -7425490 nChanged 5
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	Iteration 82Q: 3 clusters Score -7425499 nChanged 6
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	Iteration 85Q: 3 clusters Score -7425499 nChanged 9
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	Iteration 90Q: 3 clusters Score -7425512 nChanged 2
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	Iteration 94Q: 3 clusters Score -7425510 nChanged 1
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	Iteration 100F: 3 clusters Score -7425518 nChanged 6
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	Iteration 101Q: 3 clusters Score -7425530 nChanged 6
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	Iteration 106Q: 3 clusters Score -7425534 nChanged 1
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Score: -7425533.000000 Penalty: 12728.213867
	Iteration 107Q: 3 clusters Score -7425533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -7425537.500000 Penalty: 12728.213867
	Iteration 108Q: 3 clusters Score -7425538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -7425535.500000 Penalty: 12728.213867
	Iteration 109Q: 3 clusters Score -7425536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -7425538.000000 Penalty: 12728.213867
	Iteration 110Q: 3 clusters Score -7425538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -7425538.000000 Penalty: 12728.213867
	Iteration 111F: 3 clusters Score -7425538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Entering Unmasked Estep 
Score: -795073.875000 Penalty: 4992.691406
	Iteration 0F: 2 clusters Score -795073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -789049.250000 Penalty: 9985.382812
	Iteration 0F: 3 clusters Score -789049.2 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -789858.687500 Penalty: 9985.382812
	Iteration 1F: 3 clusters Score -789858.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -790092.812500 Penalty: 9985.382812
	Iteration 2F: 3 clusters Score -790092.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -790207.437500 Penalty: 9985.382812
	Iteration 3Q: 3 clusters Score -790207.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -790276.062500 Penalty: 9985.382812
	Iteration 4Q: 3 clusters Score -790276.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -790320.875000 Penalty: 9985.382812
	Iteration 5Q: 3 clusters Score -790320.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -790351.000000 Penalty: 9985.382812
	Iteration 6Q: 3 clusters Score -790351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -790365.437500 Penalty: 9985.382812
	Iteration 7Q: 3 clusters Score -790365.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -790379.562500 Penalty: 9985.382812
	Iteration 8Q: 3 clusters Score -790379.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -790393.375000 Penalty: 9985.382812
	Iteration 9Q: 3 clusters Score -790393.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -790404.250000 Penalty: 9985.382812
	Iteration 10Q: 3 clusters Score -790404.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -790407.187500 Penalty: 9985.382812
	Iteration 11Q: 3 clusters Score -790407.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -790413.812500 Penalty: 9985.382812
	Iteration 12Q: 3 clusters Score -790413.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -790416.187500 Penalty: 9985.382812
	Iteration 13Q: 3 clusters Score -790416.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -790420.687500 Penalty: 9985.382812
	Iteration 14Q: 3 clusters Score -790420.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -790421.687500 Penalty: 9985.382812
	Iteration 15Q: 3 clusters Score -790421.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -790426.250000 Penalty: 9985.382812
	Iteration 16Q: 3 clusters Score -790426.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -790430.000000 Penalty: 9985.382812
	Iteration 17Q: 3 clusters Score -790430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -790435.000000 Penalty: 9985.382812
	Iteration 18Q: 3 clusters Score -790435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -790441.000000 Penalty: 9985.382812
	Iteration 19Q: 3 clusters Score -790441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -790445.062500 Penalty: 9985.382812
	Iteration 20F: 3 clusters Score -790445.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -790445.687500 Penalty: 9985.382812
	Iteration 21Q: 3 clusters Score -790445.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -790449.000000 Penalty: 9985.382812
	Iteration 22Q: 3 clusters Score -790449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -790452.562500 Penalty: 9985.382812
	Iteration 23Q: 3 clusters Score -790452.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -790452.812500 Penalty: 9985.382812
	Iteration 24Q: 3 clusters Score -790452.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -790454.062500 Penalty: 9985.382812
	Iteration 25Q: 3 clusters Score -790454.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -790454.062500 Penalty: 9985.382812
	Iteration 26F: 3 clusters Score -790454.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -162883.109375 Penalty: 4087.395020
	Iteration 0F: 2 clusters Score -162883.1 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 403 members 
Entering Unmasked Estep 
Score: -159321.218750 Penalty: 8174.790039
	Iteration 0F: 3 clusters Score -159321.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -159737.359375 Penalty: 8174.790039
	Iteration 1F: 3 clusters Score -159737.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -159889.765625 Penalty: 8174.790039
	Iteration 2Q: 3 clusters Score -159889.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -159955.250000 Penalty: 8174.790039
	Iteration 3Q: 3 clusters Score -159955.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -160018.203125 Penalty: 8174.790039
	Iteration 4Q: 3 clusters Score -160018.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -160051.515625 Penalty: 8174.790039
	Iteration 5Q: 3 clusters Score -160051.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -160079.484375 Penalty: 8174.790039
	Iteration 6Q: 3 clusters Score -160079.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -160092.796875 Penalty: 8174.790039
	Iteration 7Q: 3 clusters Score -160092.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -160092.796875 Penalty: 8174.790039
	Iteration 8F: 3 clusters Score -160092.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -270628.218750 Penalty: 4415.267578
	Iteration 0F: 2 clusters Score -270628.2 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 721 members 
Entering Unmasked Estep 
Score: -266338.906250 Penalty: 8830.535156
	Iteration 0F: 3 clusters Score -266338.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -267181.750000 Penalty: 8830.535156
	Iteration 1F: 3 clusters Score -267181.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -267729.937500 Penalty: 8830.535156
	Iteration 2F: 3 clusters Score -267729.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -267907.468750 Penalty: 8830.535156
	Iteration 3Q: 3 clusters Score -267907.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -268038.500000 Penalty: 8830.535156
	Iteration 4Q: 3 clusters Score -268038.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -268153.750000 Penalty: 8830.535156
	Iteration 5Q: 3 clusters Score -268153.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -268256.562500 Penalty: 8830.535156
	Iteration 6Q: 3 clusters Score -268256.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -268396.687500 Penalty: 8830.535156
	Iteration 7Q: 3 clusters Score -268396.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -268621.468750 Penalty: 8830.535156
	Iteration 8Q: 3 clusters Score -268621.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -269236.250000 Penalty: 8830.535156
	Iteration 9Q: 3 clusters Score -269236.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -270043.187500 Penalty: 8830.535156
	Iteration 10Q: 3 clusters Score -270043.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -270316.812500 Penalty: 8830.535156
	Iteration 11F: 3 clusters Score -270316.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -270576.687500 Penalty: 8830.535156
	Iteration 12Q: 3 clusters Score -270576.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -270769.843750 Penalty: 8830.535156
	Iteration 13Q: 3 clusters Score -270769.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -270919.031250 Penalty: 8830.535156
	Iteration 14Q: 3 clusters Score -270919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -270995.031250 Penalty: 8830.535156
	Iteration 15Q: 3 clusters Score -270995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -271070.156250 Penalty: 8830.535156
	Iteration 16Q: 3 clusters Score -271070.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -271101.812500 Penalty: 8830.535156
	Iteration 17Q: 3 clusters Score -271101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -271108.062500 Penalty: 8830.535156
	Iteration 18Q: 3 clusters Score -271108.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -271125.250000 Penalty: 8830.535156
	Iteration 19Q: 3 clusters Score -271125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -271135.687500 Penalty: 8830.535156
	Iteration 20F: 3 clusters Score -271135.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 20529 members 
Mstep: Class 6 contains 27749 members 
Mstep: Class 7 contains 29676 members 
Mstep: Class 8 contains 170044 members 
Mstep: Class 9 contains 7440 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 37216 members 
Mstep: Class 13 contains 5773 members 
Mstep: Class 14 contains 12994 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12638 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 36367 members 
Mstep: Class 19 contains 23930 members 
Mstep: Class 20 contains 125781 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50762 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5614 members 
Mstep: Class 25 contains 881 members 
Entering Unmasked Estep 
Score: -138270528.000000 Penalty: 204141.406250
Splitting cluster 4 changes total score from -138273520.000000 to -138270528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (20529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Entering Unmasked Estep 
Score: -4660271.500000 Penalty: 6081.876465
	Iteration 0F: 2 clusters Score -4660272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -4643485.500000 Penalty: 12163.752930
	Iteration 0F: 3 clusters Score -4643486 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -4647982.500000 Penalty: 12163.752930
	Iteration 1F: 3 clusters Score -4647982 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -4648665.500000 Penalty: 12163.752930
	Iteration 2F: 3 clusters Score -4648666 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -4649096.000000 Penalty: 12163.752930
	Iteration 3Q: 3 clusters Score -4649096 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -4649427.000000 Penalty: 12163.752930
	Iteration 4Q: 3 clusters Score -4649427 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -4649723.500000 Penalty: 12163.752930
	Iteration 5Q: 3 clusters Score -4649724 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -4649975.000000 Penalty: 12163.752930
	Iteration 6Q: 3 clusters Score -4649975 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -4650189.000000 Penalty: 12163.752930
	Iteration 7Q: 3 clusters Score -4650189 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -4650430.000000 Penalty: 12163.752930
	Iteration 8Q: 3 clusters Score -4650430 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -4650696.500000 Penalty: 12163.752930
	Iteration 9Q: 3 clusters Score -4650696 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -4651007.500000 Penalty: 12163.752930
	Iteration 10Q: 3 clusters Score -4651008 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -4651384.500000 Penalty: 12163.752930
	Iteration 11Q: 3 clusters Score -4651384 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -4651843.500000 Penalty: 12163.752930
	Iteration 12Q: 3 clusters Score -4651844 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -4652333.500000 Penalty: 12163.752930
	Iteration 13Q: 3 clusters Score -4652334 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -4652879.000000 Penalty: 12163.752930
	Iteration 14Q: 3 clusters Score -4652879 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -4653542.000000 Penalty: 12163.752930
	Iteration 15Q: 3 clusters Score -4653542 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -4654318.000000 Penalty: 12163.752930
	Iteration 16Q: 3 clusters Score -4654318 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -4655524.000000 Penalty: 12163.752930
	Iteration 17Q: 3 clusters Score -4655524 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -4657893.000000 Penalty: 12163.752930
	Iteration 18Q: 3 clusters Score -4657893 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -4661068.500000 Penalty: 12163.752930
	Iteration 19Q: 3 clusters Score -4661068 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -4662601.500000 Penalty: 12163.752930
	Iteration 20F: 3 clusters Score -4662602 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -4663304.000000 Penalty: 12163.752930
	Iteration 21Q: 3 clusters Score -4663304 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -4663603.500000 Penalty: 12163.752930
	Iteration 22Q: 3 clusters Score -4663604 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -4663761.000000 Penalty: 12163.752930
	Iteration 23Q: 3 clusters Score -4663761 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -4663828.500000 Penalty: 12163.752930
	Iteration 24Q: 3 clusters Score -4663828 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -4663860.000000 Penalty: 12163.752930
	Iteration 25Q: 3 clusters Score -4663860 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -4663891.000000 Penalty: 12163.752930
	Iteration 26Q: 3 clusters Score -4663891 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -4663917.500000 Penalty: 12163.752930
	Iteration 27Q: 3 clusters Score -4663918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -4663934.000000 Penalty: 12163.752930
	Iteration 28Q: 3 clusters Score -4663934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -4663952.000000 Penalty: 12163.752930
	Iteration 29Q: 3 clusters Score -4663952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -4663952.000000 Penalty: 12163.752930
	Iteration 30Q: 3 clusters Score -4663952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -4663955.500000 Penalty: 12163.752930
	Iteration 31Q: 3 clusters Score -4663956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -4663960.000000 Penalty: 12163.752930
	Iteration 32Q: 3 clusters Score -4663960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -4663964.500000 Penalty: 12163.752930
	Iteration 33Q: 3 clusters Score -4663964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -4663964.500000 Penalty: 12163.752930
	Iteration 34F: 3 clusters Score -4663964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 14178 members 
Mstep: Class 6 contains 27749 members 
Mstep: Class 7 contains 29676 members 
Mstep: Class 8 contains 170044 members 
Mstep: Class 9 contains 7440 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 37216 members 
Mstep: Class 13 contains 5773 members 
Mstep: Class 14 contains 12994 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12638 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 36367 members 
Mstep: Class 19 contains 23930 members 
Mstep: Class 20 contains 125781 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50762 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5614 members 
Mstep: Class 25 contains 6351 members 
Entering Unmasked Estep 
Score: -138275168.000000 Penalty: 204141.406250
Splitting cluster 5 changes total score from -138273520.000000 to -138275168.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (27749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Entering Unmasked Estep 
Score: -6419166.000000 Penalty: 6266.459961
	Iteration 0F: 2 clusters Score -6419166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -6397632.000000 Penalty: 12532.919922
	Iteration 0F: 3 clusters Score -6397632 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -6403798.500000 Penalty: 12532.919922
	Iteration 1F: 3 clusters Score -6403798 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -6404570.500000 Penalty: 12532.919922
	Iteration 2F: 3 clusters Score -6404570 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -6405092.500000 Penalty: 12532.919922
	Iteration 3Q: 3 clusters Score -6405092 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -6405575.500000 Penalty: 12532.919922
	Iteration 4Q: 3 clusters Score -6405576 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -6405957.500000 Penalty: 12532.919922
	Iteration 5Q: 3 clusters Score -6405958 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -6406266.000000 Penalty: 12532.919922
	Iteration 6Q: 3 clusters Score -6406266 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -6406526.500000 Penalty: 12532.919922
	Iteration 7Q: 3 clusters Score -6406526 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -6406722.500000 Penalty: 12532.919922
	Iteration 8Q: 3 clusters Score -6406722 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -6406925.000000 Penalty: 12532.919922
	Iteration 9Q: 3 clusters Score -6406925 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -6407048.000000 Penalty: 12532.919922
	Iteration 10Q: 3 clusters Score -6407048 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -6407176.500000 Penalty: 12532.919922
	Iteration 11Q: 3 clusters Score -6407176 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -6407318.500000 Penalty: 12532.919922
	Iteration 12Q: 3 clusters Score -6407318 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -6407453.500000 Penalty: 12532.919922
	Iteration 13Q: 3 clusters Score -6407454 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -6407574.000000 Penalty: 12532.919922
	Iteration 14Q: 3 clusters Score -6407574 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -6407735.500000 Penalty: 12532.919922
	Iteration 15Q: 3 clusters Score -6407736 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -6407880.500000 Penalty: 12532.919922
	Iteration 16Q: 3 clusters Score -6407880 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -6408081.500000 Penalty: 12532.919922
	Iteration 17Q: 3 clusters Score -6408082 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -6408231.000000 Penalty: 12532.919922
	Iteration 18Q: 3 clusters Score -6408231 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -6408458.500000 Penalty: 12532.919922
	Iteration 19Q: 3 clusters Score -6408458 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -6408696.000000 Penalty: 12532.919922
	Iteration 20F: 3 clusters Score -6408696 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -6409006.000000 Penalty: 12532.919922
	Iteration 21Q: 3 clusters Score -6409006 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -6409364.000000 Penalty: 12532.919922
	Iteration 22Q: 3 clusters Score -6409364 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -6409812.500000 Penalty: 12532.919922
	Iteration 23Q: 3 clusters Score -6409812 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -6410323.500000 Penalty: 12532.919922
	Iteration 24Q: 3 clusters Score -6410324 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -6410878.500000 Penalty: 12532.919922
	Iteration 25Q: 3 clusters Score -6410878 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -6411388.500000 Penalty: 12532.919922
	Iteration 26Q: 3 clusters Score -6411388 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -6411878.000000 Penalty: 12532.919922
	Iteration 27Q: 3 clusters Score -6411878 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -6412356.000000 Penalty: 12532.919922
	Iteration 28Q: 3 clusters Score -6412356 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -6412728.000000 Penalty: 12532.919922
	Iteration 29Q: 3 clusters Score -6412728 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -6412999.500000 Penalty: 12532.919922
	Iteration 30Q: 3 clusters Score -6413000 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -6413237.000000 Penalty: 12532.919922
	Iteration 31Q: 3 clusters Score -6413237 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -6413435.500000 Penalty: 12532.919922
	Iteration 32Q: 3 clusters Score -6413436 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -6413514.500000 Penalty: 12532.919922
	Iteration 33Q: 3 clusters Score -6413514 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -6413593.000000 Penalty: 12532.919922
	Iteration 34Q: 3 clusters Score -6413593 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -6413683.500000 Penalty: 12532.919922
	Iteration 35Q: 3 clusters Score -6413684 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -6413739.000000 Penalty: 12532.919922
	Iteration 36Q: 3 clusters Score -6413739 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -6413798.500000 Penalty: 12532.919922
	Iteration 37Q: 3 clusters Score -6413798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -6413814.000000 Penalty: 12532.919922
	Iteration 38Q: 3 clusters Score -6413814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -6413833.000000 Penalty: 12532.919922
	Iteration 39Q: 3 clusters Score -6413833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -6413857.000000 Penalty: 12532.919922
	Iteration 40F: 3 clusters Score -6413857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -6413865.000000 Penalty: 12532.919922
	Iteration 41Q: 3 clusters Score -6413865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -6413876.500000 Penalty: 12532.919922
	Iteration 42Q: 3 clusters Score -6413876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -6413893.000000 Penalty: 12532.919922
	Iteration 43Q: 3 clusters Score -6413893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -6413897.000000 Penalty: 12532.919922
	Iteration 44Q: 3 clusters Score -6413897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -6413899.500000 Penalty: 12532.919922
	Iteration 45Q: 3 clusters Score -6413900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -6413903.000000 Penalty: 12532.919922
	Iteration 46Q: 3 clusters Score -6413903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -6413919.000000 Penalty: 12532.919922
	Iteration 47Q: 3 clusters Score -6413919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -6413931.000000 Penalty: 12532.919922
	Iteration 48Q: 3 clusters Score -6413931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -6413946.500000 Penalty: 12532.919922
	Iteration 49Q: 3 clusters Score -6413946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -6413953.500000 Penalty: 12532.919922
	Iteration 50Q: 3 clusters Score -6413954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -6413960.500000 Penalty: 12532.919922
	Iteration 51Q: 3 clusters Score -6413960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -6413955.000000 Penalty: 12532.919922
	Iteration 52Q: 3 clusters Score -6413955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -6413956.500000 Penalty: 12532.919922
	Iteration 53Q: 3 clusters Score -6413956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -6413960.000000 Penalty: 12532.919922
	Iteration 54Q: 3 clusters Score -6413960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -6413955.000000 Penalty: 12532.919922
	Iteration 55Q: 3 clusters Score -6413955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -6413969.500000 Penalty: 12532.919922
	Iteration 56Q: 3 clusters Score -6413970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -6413972.000000 Penalty: 12532.919922
	Iteration 57Q: 3 clusters Score -6413972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -6413968.500000 Penalty: 12532.919922
	Iteration 58Q: 3 clusters Score -6413968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -6413965.500000 Penalty: 12532.919922
	Iteration 59Q: 3 clusters Score -6413966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -6413974.000000 Penalty: 12532.919922
	Iteration 60F: 3 clusters Score -6413974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -6413965.500000 Penalty: 12532.919922
	Iteration 61Q: 3 clusters Score -6413966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -6413967.500000 Penalty: 12532.919922
	Iteration 62Q: 3 clusters Score -6413968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -6413967.500000 Penalty: 12532.919922
	Iteration 63F: 3 clusters Score -6413968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Entering Unmasked Estep 
Score: -6635777.500000 Penalty: 6307.582520
	Iteration 0F: 2 clusters Score -6635778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -6613062.500000 Penalty: 12615.165039
	Iteration 0F: 3 clusters Score -6613062 nChanged 12463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -6619736.500000 Penalty: 12615.165039
	Iteration 1F: 3 clusters Score -6619736 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -6620669.500000 Penalty: 12615.165039
	Iteration 2F: 3 clusters Score -6620670 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -6621554.500000 Penalty: 12615.165039
	Iteration 3F: 3 clusters Score -6621554 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -6622538.500000 Penalty: 12615.165039
	Iteration 4F: 3 clusters Score -6622538 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -6623466.000000 Penalty: 12615.165039
	Iteration 5F: 3 clusters Score -6623466 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -6624310.500000 Penalty: 12615.165039
	Iteration 6F: 3 clusters Score -6624310 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -6625150.000000 Penalty: 12615.165039
	Iteration 7F: 3 clusters Score -6625150 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -6626080.000000 Penalty: 12615.165039
	Iteration 8F: 3 clusters Score -6626080 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -6626920.500000 Penalty: 12615.165039
	Iteration 9Q: 3 clusters Score -6626920 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -6627712.000000 Penalty: 12615.165039
	Iteration 10Q: 3 clusters Score -6627712 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -6628420.500000 Penalty: 12615.165039
	Iteration 11Q: 3 clusters Score -6628420 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -6628927.500000 Penalty: 12615.165039
	Iteration 12Q: 3 clusters Score -6628928 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -6629257.000000 Penalty: 12615.165039
	Iteration 13Q: 3 clusters Score -6629257 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -6629510.500000 Penalty: 12615.165039
	Iteration 14Q: 3 clusters Score -6629510 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -6629720.000000 Penalty: 12615.165039
	Iteration 15Q: 3 clusters Score -6629720 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -6629901.000000 Penalty: 12615.165039
	Iteration 16Q: 3 clusters Score -6629901 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -6630090.000000 Penalty: 12615.165039
	Iteration 17Q: 3 clusters Score -6630090 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -6630217.000000 Penalty: 12615.165039
	Iteration 18Q: 3 clusters Score -6630217 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -6630386.500000 Penalty: 12615.165039
	Iteration 19Q: 3 clusters Score -6630386 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -6630584.500000 Penalty: 12615.165039
	Iteration 20F: 3 clusters Score -6630584 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -6630882.000000 Penalty: 12615.165039
	Iteration 21Q: 3 clusters Score -6630882 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -6631236.000000 Penalty: 12615.165039
	Iteration 22Q: 3 clusters Score -6631236 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -6631363.000000 Penalty: 12615.165039
	Iteration 23Q: 3 clusters Score -6631363 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -6631432.500000 Penalty: 12615.165039
	Iteration 24Q: 3 clusters Score -6631432 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -6631453.000000 Penalty: 12615.165039
	Iteration 25Q: 3 clusters Score -6631453 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -6631504.000000 Penalty: 12615.165039
	Iteration 26Q: 3 clusters Score -6631504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -6631526.000000 Penalty: 12615.165039
	Iteration 27Q: 3 clusters Score -6631526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -6631542.000000 Penalty: 12615.165039
	Iteration 28Q: 3 clusters Score -6631542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -6631556.000000 Penalty: 12615.165039
	Iteration 29Q: 3 clusters Score -6631556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -6631573.500000 Penalty: 12615.165039
	Iteration 30Q: 3 clusters Score -6631574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -6631579.500000 Penalty: 12615.165039
	Iteration 31Q: 3 clusters Score -6631580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -6631588.500000 Penalty: 12615.165039
	Iteration 32Q: 3 clusters Score -6631588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -6631609.500000 Penalty: 12615.165039
	Iteration 33Q: 3 clusters Score -6631610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -6631621.000000 Penalty: 12615.165039
	Iteration 34Q: 3 clusters Score -6631621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -6631629.000000 Penalty: 12615.165039
	Iteration 35Q: 3 clusters Score -6631629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -6631646.000000 Penalty: 12615.165039
	Iteration 36Q: 3 clusters Score -6631646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -6631652.000000 Penalty: 12615.165039
	Iteration 37Q: 3 clusters Score -6631652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -6631659.500000 Penalty: 12615.165039
	Iteration 38Q: 3 clusters Score -6631660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -6631664.000000 Penalty: 12615.165039
	Iteration 39Q: 3 clusters Score -6631664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -6631671.500000 Penalty: 12615.165039
	Iteration 40F: 3 clusters Score -6631672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -6631677.000000 Penalty: 12615.165039
	Iteration 41Q: 3 clusters Score -6631677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -6631676.500000 Penalty: 12615.165039
	Iteration 42Q: 3 clusters Score -6631676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -6631689.000000 Penalty: 12615.165039
	Iteration 43Q: 3 clusters Score -6631689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -6631689.000000 Penalty: 12615.165039
	Iteration 44F: 3 clusters Score -6631689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (170044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170044 members 
Entering Unmasked Estep 
Score: -38471152.000000 Penalty: 7376.835449
	Iteration 0F: 2 clusters Score -3.847115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85162 members 
Mstep: Class 2 contains 84882 members 
Entering Unmasked Estep 
Score: -38356684.000000 Penalty: 14753.670898
	Iteration 0F: 3 clusters Score -3.835668e+07 nChanged 79467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87283 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -38401256.000000 Penalty: 14753.670898
	Iteration 1F: 3 clusters Score -3.840126e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88610 members 
Mstep: Class 2 contains 81434 members 
Entering Unmasked Estep 
Score: -38402496.000000 Penalty: 14753.670898
	Iteration 2Q: 3 clusters Score -3.84025e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90478 members 
Mstep: Class 2 contains 79566 members 
Entering Unmasked Estep 
Score: -38403944.000000 Penalty: 14753.670898
	Iteration 3Q: 3 clusters Score -3.840394e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93142 members 
Mstep: Class 2 contains 76902 members 
Entering Unmasked Estep 
Score: -38405788.000000 Penalty: 14753.670898
	Iteration 4Q: 3 clusters Score -3.840579e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96957 members 
Mstep: Class 2 contains 73087 members 
Entering Unmasked Estep 
Score: -38407772.000000 Penalty: 14753.670898
	Iteration 5Q: 3 clusters Score -3.840777e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102530 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -38410336.000000 Penalty: 14753.670898
	Iteration 6Q: 3 clusters Score -3.841034e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110373 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
Score: -38414836.000000 Penalty: 14753.670898
	Iteration 7F: 3 clusters Score -3.841484e+07 nChanged 10727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120806 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -38421708.000000 Penalty: 14753.670898
	Iteration 8F: 3 clusters Score -3.842171e+07 nChanged 12816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133512 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -38431748.000000 Penalty: 14753.670898
	Iteration 9F: 3 clusters Score -3.843175e+07 nChanged 13124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146576 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -38443156.000000 Penalty: 14753.670898
	Iteration 10F: 3 clusters Score -3.844316e+07 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157424 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -38453472.000000 Penalty: 14753.670898
	Iteration 11F: 3 clusters Score -3.845347e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163999 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -38459792.000000 Penalty: 14753.670898
	Iteration 12Q: 3 clusters Score -3.845979e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167124 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -38462564.000000 Penalty: 14753.670898
	Iteration 13Q: 3 clusters Score -3.846256e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168348 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -38463800.000000 Penalty: 14753.670898
	Iteration 14Q: 3 clusters Score -3.84638e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168818 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -38464172.000000 Penalty: 14753.670898
	Iteration 15Q: 3 clusters Score -3.846417e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169025 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -38464376.000000 Penalty: 14753.670898
	Iteration 16Q: 3 clusters Score -3.846438e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169130 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -38464580.000000 Penalty: 14753.670898
	Iteration 17Q: 3 clusters Score -3.846458e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169194 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -38464688.000000 Penalty: 14753.670898
	Iteration 18Q: 3 clusters Score -3.846469e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169236 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -38464744.000000 Penalty: 14753.670898
	Iteration 19Q: 3 clusters Score -3.846474e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169262 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -38464796.000000 Penalty: 14753.670898
	Iteration 20F: 3 clusters Score -3.84648e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169284 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -38464840.000000 Penalty: 14753.670898
	Iteration 21Q: 3 clusters Score -3.846484e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169300 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -38464860.000000 Penalty: 14753.670898
	Iteration 22Q: 3 clusters Score -3.846486e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169310 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -38464864.000000 Penalty: 14753.670898
	Iteration 23Q: 3 clusters Score -3.846486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169319 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -38464908.000000 Penalty: 14753.670898
	Iteration 24Q: 3 clusters Score -3.846491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169322 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -38464912.000000 Penalty: 14753.670898
	Iteration 25Q: 3 clusters Score -3.846491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169321 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -38464920.000000 Penalty: 14753.670898
	Iteration 26Q: 3 clusters Score -3.846492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169327 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -38464928.000000 Penalty: 14753.670898
	Iteration 27Q: 3 clusters Score -3.846493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169331 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -38464948.000000 Penalty: 14753.670898
	Iteration 28Q: 3 clusters Score -3.846495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169336 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -38464968.000000 Penalty: 14753.670898
	Iteration 29Q: 3 clusters Score -3.846497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169342 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -38464964.000000 Penalty: 14753.670898
	Iteration 30Q: 3 clusters Score -3.846496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169344 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -38464976.000000 Penalty: 14753.670898
	Iteration 31Q: 3 clusters Score -3.846498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169346 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -38464980.000000 Penalty: 14753.670898
	Iteration 32Q: 3 clusters Score -3.846498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169347 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -38464968.000000 Penalty: 14753.670898
	Iteration 33Q: 3 clusters Score -3.846497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169348 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -38464984.000000 Penalty: 14753.670898
	Iteration 34Q: 3 clusters Score -3.846498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169348 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -38464984.000000 Penalty: 14753.670898
	Iteration 35F: 3 clusters Score -3.846498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Entering Unmasked Estep 
Score: -1709040.375000 Penalty: 5460.208496
	Iteration 0F: 2 clusters Score -1709040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1700392.125000 Penalty: 10920.416992
	Iteration 0F: 3 clusters Score -1700392 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1701945.000000 Penalty: 10920.416992
	Iteration 1F: 3 clusters Score -1701945 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1702315.125000 Penalty: 10920.416992
	Iteration 2F: 3 clusters Score -1702315 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1702553.000000 Penalty: 10920.416992
	Iteration 3Q: 3 clusters Score -1702553 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1702701.000000 Penalty: 10920.416992
	Iteration 4Q: 3 clusters Score -1702701 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1702820.875000 Penalty: 10920.416992
	Iteration 5Q: 3 clusters Score -1702821 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1702909.500000 Penalty: 10920.416992
	Iteration 6Q: 3 clusters Score -1702910 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1702965.125000 Penalty: 10920.416992
	Iteration 7Q: 3 clusters Score -1702965 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1703011.250000 Penalty: 10920.416992
	Iteration 8Q: 3 clusters Score -1703011 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1703046.375000 Penalty: 10920.416992
	Iteration 9Q: 3 clusters Score -1703046 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1703084.500000 Penalty: 10920.416992
	Iteration 10Q: 3 clusters Score -1703084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1703106.250000 Penalty: 10920.416992
	Iteration 11Q: 3 clusters Score -1703106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1703130.250000 Penalty: 10920.416992
	Iteration 12Q: 3 clusters Score -1703130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1703141.500000 Penalty: 10920.416992
	Iteration 13Q: 3 clusters Score -1703142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1703149.625000 Penalty: 10920.416992
	Iteration 14Q: 3 clusters Score -1703150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1703158.875000 Penalty: 10920.416992
	Iteration 15Q: 3 clusters Score -1703159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1703162.125000 Penalty: 10920.416992
	Iteration 16Q: 3 clusters Score -1703162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1703171.000000 Penalty: 10920.416992
	Iteration 17Q: 3 clusters Score -1703171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1703176.250000 Penalty: 10920.416992
	Iteration 18Q: 3 clusters Score -1703176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1703181.750000 Penalty: 10920.416992
	Iteration 19Q: 3 clusters Score -1703182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1703181.750000 Penalty: 10920.416992
	Iteration 20F: 3 clusters Score -1703182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1703184.000000 Penalty: 10920.416992
	Iteration 21Q: 3 clusters Score -1703184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1703187.125000 Penalty: 10920.416992
	Iteration 22Q: 3 clusters Score -1703187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1703190.250000 Penalty: 10920.416992
	Iteration 23Q: 3 clusters Score -1703190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1703195.750000 Penalty: 10920.416992
	Iteration 24Q: 3 clusters Score -1703196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1703197.125000 Penalty: 10920.416992
	Iteration 25Q: 3 clusters Score -1703197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1703199.625000 Penalty: 10920.416992
	Iteration 26Q: 3 clusters Score -1703200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1703199.125000 Penalty: 10920.416992
	Iteration 27Q: 3 clusters Score -1703199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1703207.500000 Penalty: 10920.416992
	Iteration 28Q: 3 clusters Score -1703208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1703210.250000 Penalty: 10920.416992
	Iteration 29Q: 3 clusters Score -1703210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1703216.750000 Penalty: 10920.416992
	Iteration 30Q: 3 clusters Score -1703217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1703220.625000 Penalty: 10920.416992
	Iteration 31Q: 3 clusters Score -1703221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1703222.250000 Penalty: 10920.416992
	Iteration 32Q: 3 clusters Score -1703222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1703224.125000 Penalty: 10920.416992
	Iteration 33Q: 3 clusters Score -1703224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1703230.625000 Penalty: 10920.416992
	Iteration 34Q: 3 clusters Score -1703231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1703236.750000 Penalty: 10920.416992
	Iteration 35Q: 3 clusters Score -1703237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1703244.875000 Penalty: 10920.416992
	Iteration 36Q: 3 clusters Score -1703245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1703247.625000 Penalty: 10920.416992
	Iteration 37Q: 3 clusters Score -1703248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1703253.750000 Penalty: 10920.416992
	Iteration 38Q: 3 clusters Score -1703254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1703261.625000 Penalty: 10920.416992
	Iteration 39Q: 3 clusters Score -1703262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1703263.125000 Penalty: 10920.416992
	Iteration 40F: 3 clusters Score -1703263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1703264.750000 Penalty: 10920.416992
	Iteration 41Q: 3 clusters Score -1703265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1703267.875000 Penalty: 10920.416992
	Iteration 42Q: 3 clusters Score -1703268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1703269.375000 Penalty: 10920.416992
	Iteration 43Q: 3 clusters Score -1703269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1703272.500000 Penalty: 10920.416992
	Iteration 44Q: 3 clusters Score -1703272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1703273.500000 Penalty: 10920.416992
	Iteration 45Q: 3 clusters Score -1703274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1703278.125000 Penalty: 10920.416992
	Iteration 46Q: 3 clusters Score -1703278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1703277.250000 Penalty: 10920.416992
	Iteration 47Q: 3 clusters Score -1703277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1703281.375000 Penalty: 10920.416992
	Iteration 48Q: 3 clusters Score -1703281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1703283.125000 Penalty: 10920.416992
	Iteration 49Q: 3 clusters Score -1703283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1703290.625000 Penalty: 10920.416992
	Iteration 50Q: 3 clusters Score -1703291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1703296.125000 Penalty: 10920.416992
	Iteration 51Q: 3 clusters Score -1703296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1703299.625000 Penalty: 10920.416992
	Iteration 52Q: 3 clusters Score -1703300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1703298.750000 Penalty: 10920.416992
	Iteration 53Q: 3 clusters Score -1703299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1703298.750000 Penalty: 10920.416992
	Iteration 54Q: 3 clusters Score -1703299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1703298.250000 Penalty: 10920.416992
	Iteration 55Q: 3 clusters Score -1703298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1703298.000000 Penalty: 10920.416992
	Iteration 56Q: 3 clusters Score -1703298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1703299.500000 Penalty: 10920.416992
	Iteration 57Q: 3 clusters Score -1703300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1703298.500000 Penalty: 10920.416992
	Iteration 58Q: 3 clusters Score -1703298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1703301.500000 Penalty: 10920.416992
	Iteration 59Q: 3 clusters Score -1703302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1703304.125000 Penalty: 10920.416992
	Iteration 60F: 3 clusters Score -1703304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1703306.000000 Penalty: 10920.416992
	Iteration 61Q: 3 clusters Score -1703306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1703303.375000 Penalty: 10920.416992
	Iteration 62Q: 3 clusters Score -1703303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1703307.125000 Penalty: 10920.416992
	Iteration 63Q: 3 clusters Score -1703307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1703304.875000 Penalty: 10920.416992
	Iteration 64Q: 3 clusters Score -1703305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1703305.750000 Penalty: 10920.416992
	Iteration 65Q: 3 clusters Score -1703306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1703310.750000 Penalty: 10920.416992
	Iteration 66Q: 3 clusters Score -1703311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1703312.500000 Penalty: 10920.416992
	Iteration 67Q: 3 clusters Score -1703312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1703312.125000 Penalty: 10920.416992
	Iteration 68Q: 3 clusters Score -1703312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1703312.125000 Penalty: 10920.416992
	Iteration 69F: 3 clusters Score -1703312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -266589.625000 Penalty: 4396.391602
	Iteration 0F: 2 clusters Score -266589.6 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 653 members 
Entering Unmasked Estep 
Score: -262358.781250 Penalty: 8792.783203
	Iteration 0F: 3 clusters Score -262358.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -263215.343750 Penalty: 8792.783203
	Iteration 1F: 3 clusters Score -263215.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -263971.687500 Penalty: 8792.783203
	Iteration 2F: 3 clusters Score -263971.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -264438.250000 Penalty: 8792.783203
	Iteration 3F: 3 clusters Score -264438.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -264812.281250 Penalty: 8792.783203
	Iteration 4F: 3 clusters Score -264812.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -265168.031250 Penalty: 8792.783203
	Iteration 5Q: 3 clusters Score -265168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -265359.000000 Penalty: 8792.783203
	Iteration 6Q: 3 clusters Score -265359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -265437.156250 Penalty: 8792.783203
	Iteration 7Q: 3 clusters Score -265437.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -265503.687500 Penalty: 8792.783203
	Iteration 8Q: 3 clusters Score -265503.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -265533.250000 Penalty: 8792.783203
	Iteration 9Q: 3 clusters Score -265533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -265546.843750 Penalty: 8792.783203
	Iteration 10Q: 3 clusters Score -265546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -265553.218750 Penalty: 8792.783203
	Iteration 11Q: 3 clusters Score -265553.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -265553.218750 Penalty: 8792.783203
	Iteration 12F: 3 clusters Score -265553.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -135714.000000 Penalty: 4129.291504
	Iteration 0F: 2 clusters Score -135714 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 421 members 
Entering Unmasked Estep 
Score: -132322.687500 Penalty: 8258.583008
	Iteration 0F: 3 clusters Score -132322.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -134954.937500 Penalty: 8258.583008
	Iteration 1F: 3 clusters Score -134954.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -138628.281250 Penalty: 8258.583008
	Iteration 2F: 3 clusters Score -138628.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -140979.156250 Penalty: 8258.583008
	Iteration 3F: 3 clusters Score -140979.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -142473.734375 Penalty: 8258.583008
	Iteration 4Q: 3 clusters Score -142473.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -143379.562500 Penalty: 8258.583008
	Iteration 5Q: 3 clusters Score -143379.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -143771.218750 Penalty: 8258.583008
	Iteration 6Q: 3 clusters Score -143771.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -143972.593750 Penalty: 8258.583008
	Iteration 7Q: 3 clusters Score -143972.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -144140.250000 Penalty: 8258.583008
	Iteration 8Q: 3 clusters Score -144140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -144258.453125 Penalty: 8258.583008
	Iteration 9Q: 3 clusters Score -144258.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -144290.828125 Penalty: 8258.583008
	Iteration 10Q: 3 clusters Score -144290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -144399.453125 Penalty: 8258.583008
	Iteration 11Q: 3 clusters Score -144399.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -144475.328125 Penalty: 8258.583008
	Iteration 12Q: 3 clusters Score -144475.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -144475.328125 Penalty: 8258.583008
	Iteration 13F: 3 clusters Score -144475.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 14178 members 
Mstep: Class 6 contains 27749 members 
Mstep: Class 7 contains 29676 members 
Mstep: Class 8 contains 170044 members 
Mstep: Class 9 contains 7440 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 470 members 
Mstep: Class 12 contains 37216 members 
Mstep: Class 13 contains 5773 members 
Mstep: Class 14 contains 12994 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12638 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 36367 members 
Mstep: Class 19 contains 23930 members 
Mstep: Class 20 contains 125781 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 50762 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5614 members 
Mstep: Class 25 contains 6351 members 
Mstep: Class 26 contains 377 members 
Entering Unmasked Estep 
Score: -138279776.000000 Penalty: 212307.062500
Splitting cluster 11 changes total score from -138273520.000000 to -138279776.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (37216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Entering Unmasked Estep 
Score: -8482286.000000 Penalty: 6446.252441
	Iteration 0F: 2 clusters Score -8482286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -8454745.000000 Penalty: 12892.504883
	Iteration 0F: 3 clusters Score -8454745 nChanged 15928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -8463073.000000 Penalty: 12892.504883
	Iteration 1F: 3 clusters Score -8463073 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -8463943.000000 Penalty: 12892.504883
	Iteration 2F: 3 clusters Score -8463943 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -8464632.000000 Penalty: 12892.504883
	Iteration 3Q: 3 clusters Score -8464632 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -8465296.000000 Penalty: 12892.504883
	Iteration 4Q: 3 clusters Score -8465296 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -8465901.000000 Penalty: 12892.504883
	Iteration 5Q: 3 clusters Score -8465901 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -8466575.000000 Penalty: 12892.504883
	Iteration 6Q: 3 clusters Score -8466575 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -8467204.000000 Penalty: 12892.504883
	Iteration 7Q: 3 clusters Score -8467204 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -8467812.000000 Penalty: 12892.504883
	Iteration 8Q: 3 clusters Score -8467812 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -8468442.000000 Penalty: 12892.504883
	Iteration 9Q: 3 clusters Score -8468442 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -8469208.000000 Penalty: 12892.504883
	Iteration 10Q: 3 clusters Score -8469208 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -8469999.000000 Penalty: 12892.504883
	Iteration 11Q: 3 clusters Score -8469999 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -8470828.000000 Penalty: 12892.504883
	Iteration 12Q: 3 clusters Score -8470828 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -8471533.000000 Penalty: 12892.504883
	Iteration 13Q: 3 clusters Score -8471533 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -8472258.000000 Penalty: 12892.504883
	Iteration 14Q: 3 clusters Score -8472258 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -8472943.000000 Penalty: 12892.504883
	Iteration 15Q: 3 clusters Score -8472943 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -8473603.000000 Penalty: 12892.504883
	Iteration 16Q: 3 clusters Score -8473603 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -8474231.000000 Penalty: 12892.504883
	Iteration 17Q: 3 clusters Score -8474231 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -8474766.000000 Penalty: 12892.504883
	Iteration 18Q: 3 clusters Score -8474766 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -8475183.000000 Penalty: 12892.504883
	Iteration 19Q: 3 clusters Score -8475183 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -8475512.000000 Penalty: 12892.504883
	Iteration 20F: 3 clusters Score -8475512 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -8475805.000000 Penalty: 12892.504883
	Iteration 21Q: 3 clusters Score -8475805 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -8476041.000000 Penalty: 12892.504883
	Iteration 22Q: 3 clusters Score -8476041 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -8476216.000000 Penalty: 12892.504883
	Iteration 23Q: 3 clusters Score -8476216 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -8476371.000000 Penalty: 12892.504883
	Iteration 24Q: 3 clusters Score -8476371 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -8476513.000000 Penalty: 12892.504883
	Iteration 25Q: 3 clusters Score -8476513 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -8476583.000000 Penalty: 12892.504883
	Iteration 26Q: 3 clusters Score -8476583 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -8476656.000000 Penalty: 12892.504883
	Iteration 27Q: 3 clusters Score -8476656 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -8476689.000000 Penalty: 12892.504883
	Iteration 28Q: 3 clusters Score -8476689 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -8476742.000000 Penalty: 12892.504883
	Iteration 29Q: 3 clusters Score -8476742 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -8476799.000000 Penalty: 12892.504883
	Iteration 30Q: 3 clusters Score -8476799 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -8476841.000000 Penalty: 12892.504883
	Iteration 31Q: 3 clusters Score -8476841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -8476890.000000 Penalty: 12892.504883
	Iteration 32Q: 3 clusters Score -8476890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -8476909.000000 Penalty: 12892.504883
	Iteration 33Q: 3 clusters Score -8476909 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -8476942.000000 Penalty: 12892.504883
	Iteration 34Q: 3 clusters Score -8476942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -8476973.000000 Penalty: 12892.504883
	Iteration 35Q: 3 clusters Score -8476973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -8476983.000000 Penalty: 12892.504883
	Iteration 36Q: 3 clusters Score -8476983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -8476999.000000 Penalty: 12892.504883
	Iteration 37Q: 3 clusters Score -8476999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -8477009.000000 Penalty: 12892.504883
	Iteration 38Q: 3 clusters Score -8477009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -8477019.000000 Penalty: 12892.504883
	Iteration 39Q: 3 clusters Score -8477019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -8477013.000000 Penalty: 12892.504883
	Iteration 40F: 3 clusters Score -8477013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -8477035.000000 Penalty: 12892.504883
	Iteration 41Q: 3 clusters Score -8477035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -8477025.000000 Penalty: 12892.504883
	Iteration 42Q: 3 clusters Score -8477025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -8477027.000000 Penalty: 12892.504883
	Iteration 43Q: 3 clusters Score -8477027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -8477042.000000 Penalty: 12892.504883
	Iteration 44Q: 3 clusters Score -8477042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -8477044.000000 Penalty: 12892.504883
	Iteration 45Q: 3 clusters Score -8477044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -8477044.000000 Penalty: 12892.504883
	Iteration 46Q: 3 clusters Score -8477044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -8477035.000000 Penalty: 12892.504883
	Iteration 47Q: 3 clusters Score -8477035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -8477043.000000 Penalty: 12892.504883
	Iteration 48Q: 3 clusters Score -8477043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -8477055.000000 Penalty: 12892.504883
	Iteration 49Q: 3 clusters Score -8477055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -8477074.000000 Penalty: 12892.504883
	Iteration 50Q: 3 clusters Score -8477074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -8477082.000000 Penalty: 12892.504883
	Iteration 51Q: 3 clusters Score -8477082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -8477076.000000 Penalty: 12892.504883
	Iteration 52Q: 3 clusters Score -8477076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -8477081.000000 Penalty: 12892.504883
	Iteration 53Q: 3 clusters Score -8477081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -8477075.000000 Penalty: 12892.504883
	Iteration 54Q: 3 clusters Score -8477075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -8477089.000000 Penalty: 12892.504883
	Iteration 55Q: 3 clusters Score -8477089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -8477083.000000 Penalty: 12892.504883
	Iteration 56Q: 3 clusters Score -8477083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -8477091.000000 Penalty: 12892.504883
	Iteration 57Q: 3 clusters Score -8477091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -8477092.000000 Penalty: 12892.504883
	Iteration 58Q: 3 clusters Score -8477092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -8477090.000000 Penalty: 12892.504883
	Iteration 59Q: 3 clusters Score -8477090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -8477084.000000 Penalty: 12892.504883
	Iteration 60F: 3 clusters Score -8477084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -8477088.000000 Penalty: 12892.504883
	Iteration 61Q: 3 clusters Score -8477088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -8477099.000000 Penalty: 12892.504883
	Iteration 62Q: 3 clusters Score -8477099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -8477097.000000 Penalty: 12892.504883
	Iteration 63Q: 3 clusters Score -8477097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -8477089.000000 Penalty: 12892.504883
	Iteration 64Q: 3 clusters Score -8477089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -8477093.000000 Penalty: 12892.504883
	Iteration 65Q: 3 clusters Score -8477093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -8477093.000000 Penalty: 12892.504883
	Iteration 66F: 3 clusters Score -8477093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Entering Unmasked Estep 
Score: -1273640.625000 Penalty: 5304.830078
	Iteration 0F: 2 clusters Score -1273641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1266082.250000 Penalty: 10609.660156
	Iteration 0F: 3 clusters Score -1266082 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1267571.000000 Penalty: 10609.660156
	Iteration 1F: 3 clusters Score -1267571 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1268124.125000 Penalty: 10609.660156
	Iteration 2F: 3 clusters Score -1268124 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1268420.750000 Penalty: 10609.660156
	Iteration 3F: 3 clusters Score -1268421 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1268629.250000 Penalty: 10609.660156
	Iteration 4Q: 3 clusters Score -1268629 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1268848.125000 Penalty: 10609.660156
	Iteration 5Q: 3 clusters Score -1268848 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1269090.750000 Penalty: 10609.660156
	Iteration 6Q: 3 clusters Score -1269091 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1269354.500000 Penalty: 10609.660156
	Iteration 7Q: 3 clusters Score -1269354 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1269670.750000 Penalty: 10609.660156
	Iteration 8Q: 3 clusters Score -1269671 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1269964.375000 Penalty: 10609.660156
	Iteration 9Q: 3 clusters Score -1269964 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1270193.250000 Penalty: 10609.660156
	Iteration 10Q: 3 clusters Score -1270193 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1270386.375000 Penalty: 10609.660156
	Iteration 11Q: 3 clusters Score -1270386 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1270522.500000 Penalty: 10609.660156
	Iteration 12Q: 3 clusters Score -1270522 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1270635.125000 Penalty: 10609.660156
	Iteration 13Q: 3 clusters Score -1270635 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1270712.875000 Penalty: 10609.660156
	Iteration 14Q: 3 clusters Score -1270713 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1270783.125000 Penalty: 10609.660156
	Iteration 15Q: 3 clusters Score -1270783 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1270844.000000 Penalty: 10609.660156
	Iteration 16Q: 3 clusters Score -1270844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1270898.500000 Penalty: 10609.660156
	Iteration 17Q: 3 clusters Score -1270898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1270951.625000 Penalty: 10609.660156
	Iteration 18Q: 3 clusters Score -1270952 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1270985.250000 Penalty: 10609.660156
	Iteration 19Q: 3 clusters Score -1270985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1271008.875000 Penalty: 10609.660156
	Iteration 20F: 3 clusters Score -1271009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1271037.250000 Penalty: 10609.660156
	Iteration 21Q: 3 clusters Score -1271037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1271058.000000 Penalty: 10609.660156
	Iteration 22Q: 3 clusters Score -1271058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1271082.375000 Penalty: 10609.660156
	Iteration 23Q: 3 clusters Score -1271082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1271104.125000 Penalty: 10609.660156
	Iteration 24Q: 3 clusters Score -1271104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1271119.625000 Penalty: 10609.660156
	Iteration 25Q: 3 clusters Score -1271120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1271122.250000 Penalty: 10609.660156
	Iteration 26Q: 3 clusters Score -1271122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1271125.625000 Penalty: 10609.660156
	Iteration 27Q: 3 clusters Score -1271126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1271125.500000 Penalty: 10609.660156
	Iteration 28Q: 3 clusters Score -1271126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1271131.750000 Penalty: 10609.660156
	Iteration 29Q: 3 clusters Score -1271132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1271134.125000 Penalty: 10609.660156
	Iteration 30Q: 3 clusters Score -1271134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1271138.000000 Penalty: 10609.660156
	Iteration 31Q: 3 clusters Score -1271138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1271135.500000 Penalty: 10609.660156
	Iteration 32Q: 3 clusters Score -1271136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1271135.500000 Penalty: 10609.660156
	Iteration 33F: 3 clusters Score -1271136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Entering Unmasked Estep 
Score: -2977031.500000 Penalty: 5801.749023
	Iteration 0F: 2 clusters Score -2977032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2964800.000000 Penalty: 11603.498047
	Iteration 0F: 3 clusters Score -2964800 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2967478.750000 Penalty: 11603.498047
	Iteration 1F: 3 clusters Score -2967479 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2967962.000000 Penalty: 11603.498047
	Iteration 2F: 3 clusters Score -2967962 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2968281.750000 Penalty: 11603.498047
	Iteration 3Q: 3 clusters Score -2968282 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2968533.500000 Penalty: 11603.498047
	Iteration 4Q: 3 clusters Score -2968534 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2968712.250000 Penalty: 11603.498047
	Iteration 5Q: 3 clusters Score -2968712 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2968853.500000 Penalty: 11603.498047
	Iteration 6Q: 3 clusters Score -2968854 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2968982.000000 Penalty: 11603.498047
	Iteration 7Q: 3 clusters Score -2968982 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2969087.750000 Penalty: 11603.498047
	Iteration 8Q: 3 clusters Score -2969088 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2969177.500000 Penalty: 11603.498047
	Iteration 9Q: 3 clusters Score -2969178 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2969252.750000 Penalty: 11603.498047
	Iteration 10Q: 3 clusters Score -2969253 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2969322.000000 Penalty: 11603.498047
	Iteration 11Q: 3 clusters Score -2969322 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2969393.500000 Penalty: 11603.498047
	Iteration 12Q: 3 clusters Score -2969394 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2969458.000000 Penalty: 11603.498047
	Iteration 13Q: 3 clusters Score -2969458 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2969508.250000 Penalty: 11603.498047
	Iteration 14Q: 3 clusters Score -2969508 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2969575.500000 Penalty: 11603.498047
	Iteration 15Q: 3 clusters Score -2969576 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2969663.250000 Penalty: 11603.498047
	Iteration 16Q: 3 clusters Score -2969663 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2969735.500000 Penalty: 11603.498047
	Iteration 17Q: 3 clusters Score -2969736 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2969827.250000 Penalty: 11603.498047
	Iteration 18Q: 3 clusters Score -2969827 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2969949.250000 Penalty: 11603.498047
	Iteration 19Q: 3 clusters Score -2969949 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2970068.500000 Penalty: 11603.498047
	Iteration 20F: 3 clusters Score -2970068 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2970186.500000 Penalty: 11603.498047
	Iteration 21Q: 3 clusters Score -2970186 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2970329.500000 Penalty: 11603.498047
	Iteration 22Q: 3 clusters Score -2970330 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2970451.250000 Penalty: 11603.498047
	Iteration 23Q: 3 clusters Score -2970451 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2970595.750000 Penalty: 11603.498047
	Iteration 24Q: 3 clusters Score -2970596 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2970728.250000 Penalty: 11603.498047
	Iteration 25Q: 3 clusters Score -2970728 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2970885.000000 Penalty: 11603.498047
	Iteration 26Q: 3 clusters Score -2970885 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2971038.000000 Penalty: 11603.498047
	Iteration 27Q: 3 clusters Score -2971038 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2971199.250000 Penalty: 11603.498047
	Iteration 28Q: 3 clusters Score -2971199 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2971329.500000 Penalty: 11603.498047
	Iteration 29Q: 3 clusters Score -2971330 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2971422.750000 Penalty: 11603.498047
	Iteration 30Q: 3 clusters Score -2971423 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2971500.750000 Penalty: 11603.498047
	Iteration 31Q: 3 clusters Score -2971501 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2971583.000000 Penalty: 11603.498047
	Iteration 32Q: 3 clusters Score -2971583 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2971666.750000 Penalty: 11603.498047
	Iteration 33Q: 3 clusters Score -2971667 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2971742.500000 Penalty: 11603.498047
	Iteration 34Q: 3 clusters Score -2971742 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2971798.750000 Penalty: 11603.498047
	Iteration 35Q: 3 clusters Score -2971799 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2971849.250000 Penalty: 11603.498047
	Iteration 36Q: 3 clusters Score -2971849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2971884.250000 Penalty: 11603.498047
	Iteration 37Q: 3 clusters Score -2971884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2971925.250000 Penalty: 11603.498047
	Iteration 38Q: 3 clusters Score -2971925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2971938.500000 Penalty: 11603.498047
	Iteration 39Q: 3 clusters Score -2971938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2971954.500000 Penalty: 11603.498047
	Iteration 40F: 3 clusters Score -2971954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2971966.000000 Penalty: 11603.498047
	Iteration 41Q: 3 clusters Score -2971966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2971968.000000 Penalty: 11603.498047
	Iteration 42Q: 3 clusters Score -2971968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2971968.750000 Penalty: 11603.498047
	Iteration 43Q: 3 clusters Score -2971969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2971977.500000 Penalty: 11603.498047
	Iteration 44Q: 3 clusters Score -2971978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2971982.750000 Penalty: 11603.498047
	Iteration 45Q: 3 clusters Score -2971983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2971982.500000 Penalty: 11603.498047
	Iteration 46Q: 3 clusters Score -2971982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2971983.250000 Penalty: 11603.498047
	Iteration 47Q: 3 clusters Score -2971983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2971987.750000 Penalty: 11603.498047
	Iteration 48Q: 3 clusters Score -2971988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2971998.250000 Penalty: 11603.498047
	Iteration 49Q: 3 clusters Score -2971998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2971999.000000 Penalty: 11603.498047
	Iteration 50Q: 3 clusters Score -2971999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2972001.250000 Penalty: 11603.498047
	Iteration 51Q: 3 clusters Score -2972001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2972007.250000 Penalty: 11603.498047
	Iteration 52Q: 3 clusters Score -2972007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2972010.750000 Penalty: 11603.498047
	Iteration 53Q: 3 clusters Score -2972011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2972013.500000 Penalty: 11603.498047
	Iteration 54Q: 3 clusters Score -2972014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2972013.000000 Penalty: 11603.498047
	Iteration 55Q: 3 clusters Score -2972013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2972009.500000 Penalty: 11603.498047
	Iteration 56Q: 3 clusters Score -2972010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2972014.250000 Penalty: 11603.498047
	Iteration 57Q: 3 clusters Score -2972014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2972019.000000 Penalty: 11603.498047
	Iteration 58Q: 3 clusters Score -2972019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2972022.750000 Penalty: 11603.498047
	Iteration 59Q: 3 clusters Score -2972023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2972026.750000 Penalty: 11603.498047
	Iteration 60F: 3 clusters Score -2972027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2972031.500000 Penalty: 11603.498047
	Iteration 61Q: 3 clusters Score -2972032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2972036.000000 Penalty: 11603.498047
	Iteration 62Q: 3 clusters Score -2972036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2972034.500000 Penalty: 11603.498047
	Iteration 63Q: 3 clusters Score -2972034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2972039.500000 Penalty: 11603.498047
	Iteration 64Q: 3 clusters Score -2972040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2972042.250000 Penalty: 11603.498047
	Iteration 65Q: 3 clusters Score -2972042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2972045.250000 Penalty: 11603.498047
	Iteration 66Q: 3 clusters Score -2972045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2972056.000000 Penalty: 11603.498047
	Iteration 67Q: 3 clusters Score -2972056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2972062.250000 Penalty: 11603.498047
	Iteration 68Q: 3 clusters Score -2972062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2972069.500000 Penalty: 11603.498047
	Iteration 69Q: 3 clusters Score -2972070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2972069.250000 Penalty: 11603.498047
	Iteration 70Q: 3 clusters Score -2972069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2972064.750000 Penalty: 11603.498047
	Iteration 71Q: 3 clusters Score -2972065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2972073.750000 Penalty: 11603.498047
	Iteration 72Q: 3 clusters Score -2972074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2972075.250000 Penalty: 11603.498047
	Iteration 73Q: 3 clusters Score -2972075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2972076.000000 Penalty: 11603.498047
	Iteration 74Q: 3 clusters Score -2972076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2972076.750000 Penalty: 11603.498047
	Iteration 75Q: 3 clusters Score -2972077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2972078.000000 Penalty: 11603.498047
	Iteration 76Q: 3 clusters Score -2972078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2972079.750000 Penalty: 11603.498047
	Iteration 77Q: 3 clusters Score -2972080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2972079.750000 Penalty: 11603.498047
	Iteration 78F: 3 clusters Score -2972080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -139895.078125 Penalty: 3989.353516
	Iteration 0F: 2 clusters Score -139895.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -136258.250000 Penalty: 7978.707031
	Iteration 0F: 3 clusters Score -136258.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -136547.015625 Penalty: 7978.707031
	Iteration 1F: 3 clusters Score -136547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -136730.687500 Penalty: 7978.707031
	Iteration 2Q: 3 clusters Score -136730.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -136900.390625 Penalty: 7978.707031
	Iteration 3Q: 3 clusters Score -136900.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -137024.796875 Penalty: 7978.707031
	Iteration 4Q: 3 clusters Score -137024.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -137076.406250 Penalty: 7978.707031
	Iteration 5Q: 3 clusters Score -137076.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -137087.671875 Penalty: 7978.707031
	Iteration 6Q: 3 clusters Score -137087.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -137114.578125 Penalty: 7978.707031
	Iteration 7Q: 3 clusters Score -137114.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -137130.875000 Penalty: 7978.707031
	Iteration 8Q: 3 clusters Score -137130.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -137143.296875 Penalty: 7978.707031
	Iteration 9Q: 3 clusters Score -137143.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -137143.296875 Penalty: 7978.707031
	Iteration 10F: 3 clusters Score -137143.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Entering Unmasked Estep 
Score: -2747992.000000 Penalty: 5784.733887
	Iteration 0F: 2 clusters Score -2747992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2736202.250000 Penalty: 11569.467773
	Iteration 0F: 3 clusters Score -2736202 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2739030.000000 Penalty: 11569.467773
	Iteration 1F: 3 clusters Score -2739030 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2739710.500000 Penalty: 11569.467773
	Iteration 2F: 3 clusters Score -2739710 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2740196.750000 Penalty: 11569.467773
	Iteration 3F: 3 clusters Score -2740197 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2740616.000000 Penalty: 11569.467773
	Iteration 4Q: 3 clusters Score -2740616 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2740987.000000 Penalty: 11569.467773
	Iteration 5Q: 3 clusters Score -2740987 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2741330.500000 Penalty: 11569.467773
	Iteration 6Q: 3 clusters Score -2741330 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2741647.250000 Penalty: 11569.467773
	Iteration 7Q: 3 clusters Score -2741647 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2741959.000000 Penalty: 11569.467773
	Iteration 8Q: 3 clusters Score -2741959 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2742207.250000 Penalty: 11569.467773
	Iteration 9Q: 3 clusters Score -2742207 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2742446.000000 Penalty: 11569.467773
	Iteration 10Q: 3 clusters Score -2742446 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2742620.750000 Penalty: 11569.467773
	Iteration 11Q: 3 clusters Score -2742621 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2742755.500000 Penalty: 11569.467773
	Iteration 12Q: 3 clusters Score -2742756 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2742876.500000 Penalty: 11569.467773
	Iteration 13Q: 3 clusters Score -2742876 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2742967.750000 Penalty: 11569.467773
	Iteration 14Q: 3 clusters Score -2742968 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2743058.750000 Penalty: 11569.467773
	Iteration 15Q: 3 clusters Score -2743059 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2743130.250000 Penalty: 11569.467773
	Iteration 16Q: 3 clusters Score -2743130 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2743181.250000 Penalty: 11569.467773
	Iteration 17Q: 3 clusters Score -2743181 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2743243.750000 Penalty: 11569.467773
	Iteration 18Q: 3 clusters Score -2743244 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2743291.250000 Penalty: 11569.467773
	Iteration 19Q: 3 clusters Score -2743291 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2743325.500000 Penalty: 11569.467773
	Iteration 20F: 3 clusters Score -2743326 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2743360.250000 Penalty: 11569.467773
	Iteration 21Q: 3 clusters Score -2743360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2743371.250000 Penalty: 11569.467773
	Iteration 22Q: 3 clusters Score -2743371 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2743386.750000 Penalty: 11569.467773
	Iteration 23Q: 3 clusters Score -2743387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2743401.750000 Penalty: 11569.467773
	Iteration 24Q: 3 clusters Score -2743402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2743414.750000 Penalty: 11569.467773
	Iteration 25Q: 3 clusters Score -2743415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2743423.500000 Penalty: 11569.467773
	Iteration 26Q: 3 clusters Score -2743424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2743435.750000 Penalty: 11569.467773
	Iteration 27Q: 3 clusters Score -2743436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2743443.500000 Penalty: 11569.467773
	Iteration 28Q: 3 clusters Score -2743444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2743463.500000 Penalty: 11569.467773
	Iteration 29Q: 3 clusters Score -2743464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2743473.750000 Penalty: 11569.467773
	Iteration 30Q: 3 clusters Score -2743474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2743477.250000 Penalty: 11569.467773
	Iteration 31Q: 3 clusters Score -2743477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2743487.000000 Penalty: 11569.467773
	Iteration 32Q: 3 clusters Score -2743487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2743485.250000 Penalty: 11569.467773
	Iteration 33Q: 3 clusters Score -2743485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2743494.000000 Penalty: 11569.467773
	Iteration 34Q: 3 clusters Score -2743494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2743489.500000 Penalty: 11569.467773
	Iteration 35Q: 3 clusters Score -2743490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2743485.000000 Penalty: 11569.467773
	Iteration 36Q: 3 clusters Score -2743485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2743489.500000 Penalty: 11569.467773
	Iteration 37Q: 3 clusters Score -2743490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2743493.750000 Penalty: 11569.467773
	Iteration 38Q: 3 clusters Score -2743494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2743492.250000 Penalty: 11569.467773
	Iteration 39Q: 3 clusters Score -2743492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2743493.250000 Penalty: 11569.467773
	Iteration 40F: 3 clusters Score -2743493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2743494.500000 Penalty: 11569.467773
	Iteration 41Q: 3 clusters Score -2743494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2743490.000000 Penalty: 11569.467773
	Iteration 42Q: 3 clusters Score -2743490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2743491.500000 Penalty: 11569.467773
	Iteration 43Q: 3 clusters Score -2743492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2743490.750000 Penalty: 11569.467773
	Iteration 44Q: 3 clusters Score -2743491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2743490.250000 Penalty: 11569.467773
	Iteration 45Q: 3 clusters Score -2743490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2743493.500000 Penalty: 11569.467773
	Iteration 46Q: 3 clusters Score -2743494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2743494.250000 Penalty: 11569.467773
	Iteration 47Q: 3 clusters Score -2743494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2743494.250000 Penalty: 11569.467773
	Iteration 48F: 3 clusters Score -2743494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Entering Unmasked Estep 
Score: -1678555.375000 Penalty: 5477.497559
	Iteration 0F: 2 clusters Score -1678555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1669812.250000 Penalty: 10954.995117
	Iteration 0F: 3 clusters Score -1669812 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1671561.500000 Penalty: 10954.995117
	Iteration 1F: 3 clusters Score -1671562 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1672142.875000 Penalty: 10954.995117
	Iteration 2F: 3 clusters Score -1672143 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1672555.500000 Penalty: 10954.995117
	Iteration 3F: 3 clusters Score -1672556 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1672893.375000 Penalty: 10954.995117
	Iteration 4Q: 3 clusters Score -1672893 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1673196.250000 Penalty: 10954.995117
	Iteration 5Q: 3 clusters Score -1673196 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1673487.625000 Penalty: 10954.995117
	Iteration 6Q: 3 clusters Score -1673488 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1673761.125000 Penalty: 10954.995117
	Iteration 7Q: 3 clusters Score -1673761 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1674024.125000 Penalty: 10954.995117
	Iteration 8Q: 3 clusters Score -1674024 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1674283.500000 Penalty: 10954.995117
	Iteration 9Q: 3 clusters Score -1674284 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1674474.500000 Penalty: 10954.995117
	Iteration 10Q: 3 clusters Score -1674474 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1674607.875000 Penalty: 10954.995117
	Iteration 11Q: 3 clusters Score -1674608 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1674701.500000 Penalty: 10954.995117
	Iteration 12Q: 3 clusters Score -1674702 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1674789.125000 Penalty: 10954.995117
	Iteration 13Q: 3 clusters Score -1674789 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1674855.375000 Penalty: 10954.995117
	Iteration 14Q: 3 clusters Score -1674855 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1674910.250000 Penalty: 10954.995117
	Iteration 15Q: 3 clusters Score -1674910 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1674960.375000 Penalty: 10954.995117
	Iteration 16Q: 3 clusters Score -1674960 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1675004.000000 Penalty: 10954.995117
	Iteration 17Q: 3 clusters Score -1675004 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1675045.375000 Penalty: 10954.995117
	Iteration 18Q: 3 clusters Score -1675045 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1675088.000000 Penalty: 10954.995117
	Iteration 19Q: 3 clusters Score -1675088 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1675114.125000 Penalty: 10954.995117
	Iteration 20F: 3 clusters Score -1675114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1675144.000000 Penalty: 10954.995117
	Iteration 21Q: 3 clusters Score -1675144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1675165.875000 Penalty: 10954.995117
	Iteration 22Q: 3 clusters Score -1675166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1675185.125000 Penalty: 10954.995117
	Iteration 23Q: 3 clusters Score -1675185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1675199.250000 Penalty: 10954.995117
	Iteration 24Q: 3 clusters Score -1675199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1675216.000000 Penalty: 10954.995117
	Iteration 25Q: 3 clusters Score -1675216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1675231.375000 Penalty: 10954.995117
	Iteration 26Q: 3 clusters Score -1675231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1675244.500000 Penalty: 10954.995117
	Iteration 27Q: 3 clusters Score -1675244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1675250.000000 Penalty: 10954.995117
	Iteration 28Q: 3 clusters Score -1675250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1675250.500000 Penalty: 10954.995117
	Iteration 29Q: 3 clusters Score -1675250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1675257.875000 Penalty: 10954.995117
	Iteration 30Q: 3 clusters Score -1675258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1675260.625000 Penalty: 10954.995117
	Iteration 31Q: 3 clusters Score -1675261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1675263.500000 Penalty: 10954.995117
	Iteration 32Q: 3 clusters Score -1675264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1675263.500000 Penalty: 10954.995117
	Iteration 33F: 3 clusters Score -1675264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Entering Unmasked Estep 
Score: -8252406.000000 Penalty: 6432.118164
	Iteration 0F: 2 clusters Score -8252406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -8225456.000000 Penalty: 12864.236328
	Iteration 0F: 3 clusters Score -8225456 nChanged 15554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -8233682.500000 Penalty: 12864.236328
	Iteration 1F: 3 clusters Score -8233682 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -8234445.500000 Penalty: 12864.236328
	Iteration 2F: 3 clusters Score -8234446 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -8235033.000000 Penalty: 12864.236328
	Iteration 3Q: 3 clusters Score -8235033 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -8235545.500000 Penalty: 12864.236328
	Iteration 4Q: 3 clusters Score -8235546 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -8236072.000000 Penalty: 12864.236328
	Iteration 5Q: 3 clusters Score -8236072 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -8236501.500000 Penalty: 12864.236328
	Iteration 6Q: 3 clusters Score -8236502 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -8237059.000000 Penalty: 12864.236328
	Iteration 7Q: 3 clusters Score -8237059 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -8237680.500000 Penalty: 12864.236328
	Iteration 8Q: 3 clusters Score -8237680 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -8238441.000000 Penalty: 12864.236328
	Iteration 9Q: 3 clusters Score -8238441 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -8239197.000000 Penalty: 12864.236328
	Iteration 10Q: 3 clusters Score -8239197 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -8240081.500000 Penalty: 12864.236328
	Iteration 11Q: 3 clusters Score -8240082 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -8240956.000000 Penalty: 12864.236328
	Iteration 12Q: 3 clusters Score -8240956 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -8241734.000000 Penalty: 12864.236328
	Iteration 13Q: 3 clusters Score -8241734 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -8242529.500000 Penalty: 12864.236328
	Iteration 14Q: 3 clusters Score -8242530 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -8243186.500000 Penalty: 12864.236328
	Iteration 15Q: 3 clusters Score -8243186 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -8243678.000000 Penalty: 12864.236328
	Iteration 16Q: 3 clusters Score -8243678 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -8244090.500000 Penalty: 12864.236328
	Iteration 17Q: 3 clusters Score -8244090 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -8244465.000000 Penalty: 12864.236328
	Iteration 18Q: 3 clusters Score -8244465 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -8244815.000000 Penalty: 12864.236328
	Iteration 19Q: 3 clusters Score -8244815 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -8245192.500000 Penalty: 12864.236328
	Iteration 20F: 3 clusters Score -8245192 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -8245587.500000 Penalty: 12864.236328
	Iteration 21Q: 3 clusters Score -8245588 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -8245948.000000 Penalty: 12864.236328
	Iteration 22Q: 3 clusters Score -8245948 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -8246371.500000 Penalty: 12864.236328
	Iteration 23Q: 3 clusters Score -8246372 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -8246758.000000 Penalty: 12864.236328
	Iteration 24Q: 3 clusters Score -8246758 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -8247138.500000 Penalty: 12864.236328
	Iteration 25Q: 3 clusters Score -8247138 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -8247552.000000 Penalty: 12864.236328
	Iteration 26Q: 3 clusters Score -8247552 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -8247937.500000 Penalty: 12864.236328
	Iteration 27Q: 3 clusters Score -8247938 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -8248276.000000 Penalty: 12864.236328
	Iteration 28Q: 3 clusters Score -8248276 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -8248490.500000 Penalty: 12864.236328
	Iteration 29Q: 3 clusters Score -8248490 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -8248585.000000 Penalty: 12864.236328
	Iteration 30Q: 3 clusters Score -8248585 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -8248665.000000 Penalty: 12864.236328
	Iteration 31Q: 3 clusters Score -8248665 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -8248718.000000 Penalty: 12864.236328
	Iteration 32Q: 3 clusters Score -8248718 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -8248741.500000 Penalty: 12864.236328
	Iteration 33Q: 3 clusters Score -8248742 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -8248766.000000 Penalty: 12864.236328
	Iteration 34Q: 3 clusters Score -8248766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -8248773.500000 Penalty: 12864.236328
	Iteration 35Q: 3 clusters Score -8248774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -8248782.000000 Penalty: 12864.236328
	Iteration 36Q: 3 clusters Score -8248782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -8248781.500000 Penalty: 12864.236328
	Iteration 37Q: 3 clusters Score -8248782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -8248779.500000 Penalty: 12864.236328
	Iteration 38Q: 3 clusters Score -8248780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -8248783.500000 Penalty: 12864.236328
	Iteration 39Q: 3 clusters Score -8248784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -8248798.000000 Penalty: 12864.236328
	Iteration 40F: 3 clusters Score -8248798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -8248803.000000 Penalty: 12864.236328
	Iteration 41Q: 3 clusters Score -8248803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -8248815.000000 Penalty: 12864.236328
	Iteration 42Q: 3 clusters Score -8248815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -8248828.000000 Penalty: 12864.236328
	Iteration 43Q: 3 clusters Score -8248828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -8248831.000000 Penalty: 12864.236328
	Iteration 44Q: 3 clusters Score -8248831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -8248832.500000 Penalty: 12864.236328
	Iteration 45Q: 3 clusters Score -8248832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -8248826.000000 Penalty: 12864.236328
	Iteration 46Q: 3 clusters Score -8248826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -8248825.000000 Penalty: 12864.236328
	Iteration 47Q: 3 clusters Score -8248825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -8248826.000000 Penalty: 12864.236328
	Iteration 48Q: 3 clusters Score -8248826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -8248824.000000 Penalty: 12864.236328
	Iteration 49Q: 3 clusters Score -8248824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -8248820.500000 Penalty: 12864.236328
	Iteration 50Q: 3 clusters Score -8248820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -8248831.000000 Penalty: 12864.236328
	Iteration 51Q: 3 clusters Score -8248831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -8248836.500000 Penalty: 12864.236328
	Iteration 52Q: 3 clusters Score -8248836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -8248836.500000 Penalty: 12864.236328
	Iteration 53F: 3 clusters Score -8248836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Entering Unmasked Estep 
Score: -5407349.500000 Penalty: 6175.769043
	Iteration 0F: 2 clusters Score -5407350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -5388327.000000 Penalty: 12351.538086
	Iteration 0F: 3 clusters Score -5388327 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -5393688.000000 Penalty: 12351.538086
	Iteration 1F: 3 clusters Score -5393688 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -5394383.000000 Penalty: 12351.538086
	Iteration 2F: 3 clusters Score -5394383 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -5394915.500000 Penalty: 12351.538086
	Iteration 3Q: 3 clusters Score -5394916 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -5395448.000000 Penalty: 12351.538086
	Iteration 4Q: 3 clusters Score -5395448 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -5396169.000000 Penalty: 12351.538086
	Iteration 5Q: 3 clusters Score -5396169 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -5397338.000000 Penalty: 12351.538086
	Iteration 6F: 3 clusters Score -5397338 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -5399103.500000 Penalty: 12351.538086
	Iteration 7F: 3 clusters Score -5399104 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -5401014.500000 Penalty: 12351.538086
	Iteration 8F: 3 clusters Score -5401014 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -5402507.500000 Penalty: 12351.538086
	Iteration 9F: 3 clusters Score -5402508 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -5403492.500000 Penalty: 12351.538086
	Iteration 10F: 3 clusters Score -5403492 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -5404122.500000 Penalty: 12351.538086
	Iteration 11Q: 3 clusters Score -5404122 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -5404531.000000 Penalty: 12351.538086
	Iteration 12Q: 3 clusters Score -5404531 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -5404863.000000 Penalty: 12351.538086
	Iteration 13Q: 3 clusters Score -5404863 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -5405075.500000 Penalty: 12351.538086
	Iteration 14Q: 3 clusters Score -5405076 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -5405253.000000 Penalty: 12351.538086
	Iteration 15Q: 3 clusters Score -5405253 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -5405348.000000 Penalty: 12351.538086
	Iteration 16Q: 3 clusters Score -5405348 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -5405466.000000 Penalty: 12351.538086
	Iteration 17Q: 3 clusters Score -5405466 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -5405550.500000 Penalty: 12351.538086
	Iteration 18Q: 3 clusters Score -5405550 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -5405675.000000 Penalty: 12351.538086
	Iteration 19Q: 3 clusters Score -5405675 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -5405780.500000 Penalty: 12351.538086
	Iteration 20F: 3 clusters Score -5405780 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -5405887.500000 Penalty: 12351.538086
	Iteration 21Q: 3 clusters Score -5405888 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -5406028.500000 Penalty: 12351.538086
	Iteration 22Q: 3 clusters Score -5406028 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -5406148.500000 Penalty: 12351.538086
	Iteration 23Q: 3 clusters Score -5406148 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -5406211.000000 Penalty: 12351.538086
	Iteration 24Q: 3 clusters Score -5406211 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -5406277.500000 Penalty: 12351.538086
	Iteration 25Q: 3 clusters Score -5406278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -5406305.000000 Penalty: 12351.538086
	Iteration 26Q: 3 clusters Score -5406305 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -5406335.500000 Penalty: 12351.538086
	Iteration 27Q: 3 clusters Score -5406336 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -5406360.500000 Penalty: 12351.538086
	Iteration 28Q: 3 clusters Score -5406360 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -5406386.500000 Penalty: 12351.538086
	Iteration 29Q: 3 clusters Score -5406386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -5406412.000000 Penalty: 12351.538086
	Iteration 30Q: 3 clusters Score -5406412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -5406424.000000 Penalty: 12351.538086
	Iteration 31Q: 3 clusters Score -5406424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -5406423.000000 Penalty: 12351.538086
	Iteration 32Q: 3 clusters Score -5406423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -5406432.500000 Penalty: 12351.538086
	Iteration 33Q: 3 clusters Score -5406432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -5406439.000000 Penalty: 12351.538086
	Iteration 34Q: 3 clusters Score -5406439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -5406452.000000 Penalty: 12351.538086
	Iteration 35Q: 3 clusters Score -5406452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -5406453.500000 Penalty: 12351.538086
	Iteration 36Q: 3 clusters Score -5406454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -5406463.500000 Penalty: 12351.538086
	Iteration 37Q: 3 clusters Score -5406464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -5406470.500000 Penalty: 12351.538086
	Iteration 38Q: 3 clusters Score -5406470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -5406466.000000 Penalty: 12351.538086
	Iteration 39Q: 3 clusters Score -5406466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -5406464.000000 Penalty: 12351.538086
	Iteration 40F: 3 clusters Score -5406464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -5406468.000000 Penalty: 12351.538086
	Iteration 41Q: 3 clusters Score -5406468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -5406467.500000 Penalty: 12351.538086
	Iteration 42Q: 3 clusters Score -5406468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -5406478.000000 Penalty: 12351.538086
	Iteration 43Q: 3 clusters Score -5406478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -5406483.000000 Penalty: 12351.538086
	Iteration 44Q: 3 clusters Score -5406483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -5406482.500000 Penalty: 12351.538086
	Iteration 45Q: 3 clusters Score -5406482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -5406486.000000 Penalty: 12351.538086
	Iteration 46Q: 3 clusters Score -5406486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -5406487.500000 Penalty: 12351.538086
	Iteration 47Q: 3 clusters Score -5406488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -5406485.500000 Penalty: 12351.538086
	Iteration 48Q: 3 clusters Score -5406486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -5406491.500000 Penalty: 12351.538086
	Iteration 49Q: 3 clusters Score -5406492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -5406488.500000 Penalty: 12351.538086
	Iteration 50Q: 3 clusters Score -5406488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -5406481.500000 Penalty: 12351.538086
	Iteration 51Q: 3 clusters Score -5406482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -5406486.500000 Penalty: 12351.538086
	Iteration 52Q: 3 clusters Score -5406486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -5406485.500000 Penalty: 12351.538086
	Iteration 53Q: 3 clusters Score -5406486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -5406485.500000 Penalty: 12351.538086
	Iteration 54F: 3 clusters Score -5406486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (125781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125781 members 
Entering Unmasked Estep 
Score: -28843024.000000 Penalty: 7192.157227
	Iteration 0F: 2 clusters Score -2.884302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 62758 members 
Entering Unmasked Estep 
Score: -28758202.000000 Penalty: 14384.314453
	Iteration 0F: 3 clusters Score -2.87582e+07 nChanged 58220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -28790966.000000 Penalty: 14384.314453
	Iteration 1F: 3 clusters Score -2.879097e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -28793296.000000 Penalty: 14384.314453
	Iteration 2Q: 3 clusters Score -2.87933e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -28796124.000000 Penalty: 14384.314453
	Iteration 3Q: 3 clusters Score -2.879612e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69700 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -28800660.000000 Penalty: 14384.314453
	Iteration 4F: 3 clusters Score -2.880066e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73268 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -28806384.000000 Penalty: 14384.314453
	Iteration 5F: 3 clusters Score -2.880638e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77652 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -28813120.000000 Penalty: 14384.314453
	Iteration 6F: 3 clusters Score -2.881312e+07 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82438 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -28819588.000000 Penalty: 14384.314453
	Iteration 7F: 3 clusters Score -2.881959e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -28824516.000000 Penalty: 14384.314453
	Iteration 8F: 3 clusters Score -2.882452e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91076 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -28828152.000000 Penalty: 14384.314453
	Iteration 9Q: 3 clusters Score -2.882815e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94431 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -28830766.000000 Penalty: 14384.314453
	Iteration 10Q: 3 clusters Score -2.883077e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97184 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -28832514.000000 Penalty: 14384.314453
	Iteration 11Q: 3 clusters Score -2.883251e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99435 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -28833584.000000 Penalty: 14384.314453
	Iteration 12Q: 3 clusters Score -2.883358e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101313 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -28834422.000000 Penalty: 14384.314453
	Iteration 13Q: 3 clusters Score -2.883442e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -28834948.000000 Penalty: 14384.314453
	Iteration 14Q: 3 clusters Score -2.883495e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104250 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -28835514.000000 Penalty: 14384.314453
	Iteration 15Q: 3 clusters Score -2.883551e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105485 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -28836082.000000 Penalty: 14384.314453
	Iteration 16Q: 3 clusters Score -2.883608e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106573 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -28836378.000000 Penalty: 14384.314453
	Iteration 17Q: 3 clusters Score -2.883638e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107556 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -28836696.000000 Penalty: 14384.314453
	Iteration 18Q: 3 clusters Score -2.88367e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108432 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -28837064.000000 Penalty: 14384.314453
	Iteration 19Q: 3 clusters Score -2.883706e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109243 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -28837438.000000 Penalty: 14384.314453
	Iteration 20F: 3 clusters Score -2.883744e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109947 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -28837670.000000 Penalty: 14384.314453
	Iteration 21Q: 3 clusters Score -2.883767e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110586 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -28837810.000000 Penalty: 14384.314453
	Iteration 22Q: 3 clusters Score -2.883781e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111136 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -28837962.000000 Penalty: 14384.314453
	Iteration 23Q: 3 clusters Score -2.883796e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111634 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -28838026.000000 Penalty: 14384.314453
	Iteration 24Q: 3 clusters Score -2.883803e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112058 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -28838008.000000 Penalty: 14384.314453
	Iteration 25Q: 3 clusters Score -2.883801e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112432 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -28838112.000000 Penalty: 14384.314453
	Iteration 26Q: 3 clusters Score -2.883811e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112751 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -28838100.000000 Penalty: 14384.314453
	Iteration 27Q: 3 clusters Score -2.88381e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113040 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -28838152.000000 Penalty: 14384.314453
	Iteration 28Q: 3 clusters Score -2.883815e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113298 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -28838194.000000 Penalty: 14384.314453
	Iteration 29Q: 3 clusters Score -2.883819e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113544 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -28838244.000000 Penalty: 14384.314453
	Iteration 30Q: 3 clusters Score -2.883824e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113767 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -28838266.000000 Penalty: 14384.314453
	Iteration 31Q: 3 clusters Score -2.883827e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113965 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -28838252.000000 Penalty: 14384.314453
	Iteration 32Q: 3 clusters Score -2.883825e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114134 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -28838304.000000 Penalty: 14384.314453
	Iteration 33Q: 3 clusters Score -2.88383e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114281 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -28838342.000000 Penalty: 14384.314453
	Iteration 34Q: 3 clusters Score -2.883834e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114444 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -28838336.000000 Penalty: 14384.314453
	Iteration 35Q: 3 clusters Score -2.883834e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114604 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -28838344.000000 Penalty: 14384.314453
	Iteration 36Q: 3 clusters Score -2.883834e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114739 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -28838324.000000 Penalty: 14384.314453
	Iteration 37Q: 3 clusters Score -2.883832e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114864 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -28838354.000000 Penalty: 14384.314453
	Iteration 38Q: 3 clusters Score -2.883835e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114992 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -28838338.000000 Penalty: 14384.314453
	Iteration 39Q: 3 clusters Score -2.883834e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115107 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -28838374.000000 Penalty: 14384.314453
	Iteration 40F: 3 clusters Score -2.883837e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115218 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -28838314.000000 Penalty: 14384.314453
	Iteration 41Q: 3 clusters Score -2.883831e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115317 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -28838344.000000 Penalty: 14384.314453
	Iteration 42Q: 3 clusters Score -2.883834e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115406 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -28838398.000000 Penalty: 14384.314453
	Iteration 43Q: 3 clusters Score -2.88384e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115523 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -28838346.000000 Penalty: 14384.314453
	Iteration 44Q: 3 clusters Score -2.883835e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115649 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -28838392.000000 Penalty: 14384.314453
	Iteration 45Q: 3 clusters Score -2.883839e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115765 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -28838466.000000 Penalty: 14384.314453
	Iteration 46Q: 3 clusters Score -2.883847e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115871 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -28838462.000000 Penalty: 14384.314453
	Iteration 47Q: 3 clusters Score -2.883846e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115963 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -28838410.000000 Penalty: 14384.314453
	Iteration 48Q: 3 clusters Score -2.883841e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116063 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -28838428.000000 Penalty: 14384.314453
	Iteration 49Q: 3 clusters Score -2.883843e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116169 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -28838484.000000 Penalty: 14384.314453
	Iteration 50Q: 3 clusters Score -2.883848e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116284 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -28838470.000000 Penalty: 14384.314453
	Iteration 51Q: 3 clusters Score -2.883847e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116422 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -28838542.000000 Penalty: 14384.314453
	Iteration 52Q: 3 clusters Score -2.883854e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116564 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -28838532.000000 Penalty: 14384.314453
	Iteration 53Q: 3 clusters Score -2.883853e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116707 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -28838588.000000 Penalty: 14384.314453
	Iteration 54Q: 3 clusters Score -2.883859e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116882 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -28838624.000000 Penalty: 14384.314453
	Iteration 55Q: 3 clusters Score -2.883862e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117058 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -28838678.000000 Penalty: 14384.314453
	Iteration 56Q: 3 clusters Score -2.883868e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117254 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -28838706.000000 Penalty: 14384.314453
	Iteration 57Q: 3 clusters Score -2.883871e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117447 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -28838758.000000 Penalty: 14384.314453
	Iteration 58Q: 3 clusters Score -2.883876e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117638 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -28838920.000000 Penalty: 14384.314453
	Iteration 59Q: 3 clusters Score -2.883892e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117858 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -28839040.000000 Penalty: 14384.314453
	Iteration 60F: 3 clusters Score -2.883904e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118109 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -28839184.000000 Penalty: 14384.314453
	Iteration 61Q: 3 clusters Score -2.883918e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118354 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -28839234.000000 Penalty: 14384.314453
	Iteration 62Q: 3 clusters Score -2.883923e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118594 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -28839508.000000 Penalty: 14384.314453
	Iteration 63Q: 3 clusters Score -2.883951e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118824 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -28839760.000000 Penalty: 14384.314453
	Iteration 64Q: 3 clusters Score -2.883976e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119074 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -28840224.000000 Penalty: 14384.314453
	Iteration 65Q: 3 clusters Score -2.884022e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119251 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -28840714.000000 Penalty: 14384.314453
	Iteration 66Q: 3 clusters Score -2.884071e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119322 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -28840948.000000 Penalty: 14384.314453
	Iteration 67Q: 3 clusters Score -2.884095e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119309 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -28841128.000000 Penalty: 14384.314453
	Iteration 68Q: 3 clusters Score -2.884113e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119268 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -28841234.000000 Penalty: 14384.314453
	Iteration 69Q: 3 clusters Score -2.884123e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119237 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -28841262.000000 Penalty: 14384.314453
	Iteration 70Q: 3 clusters Score -2.884126e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119222 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -28841282.000000 Penalty: 14384.314453
	Iteration 71Q: 3 clusters Score -2.884128e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119201 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -28841288.000000 Penalty: 14384.314453
	Iteration 72Q: 3 clusters Score -2.884129e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119180 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -28841308.000000 Penalty: 14384.314453
	Iteration 73Q: 3 clusters Score -2.884131e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119159 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -28841328.000000 Penalty: 14384.314453
	Iteration 74Q: 3 clusters Score -2.884133e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119141 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -28841344.000000 Penalty: 14384.314453
	Iteration 75Q: 3 clusters Score -2.884134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119126 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -28841344.000000 Penalty: 14384.314453
	Iteration 76Q: 3 clusters Score -2.884134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119116 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -28841358.000000 Penalty: 14384.314453
	Iteration 77Q: 3 clusters Score -2.884136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119107 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -28841362.000000 Penalty: 14384.314453
	Iteration 78Q: 3 clusters Score -2.884136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119106 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -28841364.000000 Penalty: 14384.314453
	Iteration 79Q: 3 clusters Score -2.884136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119102 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -28841370.000000 Penalty: 14384.314453
	Iteration 80F: 3 clusters Score -2.884137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119099 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -28841386.000000 Penalty: 14384.314453
	Iteration 81Q: 3 clusters Score -2.884139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119099 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -28841374.000000 Penalty: 14384.314453
	Iteration 82Q: 3 clusters Score -2.884137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119100 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -28841358.000000 Penalty: 14384.314453
	Iteration 83Q: 3 clusters Score -2.884136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119097 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -28841338.000000 Penalty: 14384.314453
	Iteration 84Q: 3 clusters Score -2.884134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119092 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -28841372.000000 Penalty: 14384.314453
	Iteration 85Q: 3 clusters Score -2.884137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119088 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -28841354.000000 Penalty: 14384.314453
	Iteration 86Q: 3 clusters Score -2.884135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119088 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -28841368.000000 Penalty: 14384.314453
	Iteration 87Q: 3 clusters Score -2.884137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119087 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -28841354.000000 Penalty: 14384.314453
	Iteration 88Q: 3 clusters Score -2.884135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119086 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -28841356.000000 Penalty: 14384.314453
	Iteration 89Q: 3 clusters Score -2.884136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119088 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -28841360.000000 Penalty: 14384.314453
	Iteration 90Q: 3 clusters Score -2.884136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119088 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -28841360.000000 Penalty: 14384.314453
	Iteration 91F: 3 clusters Score -2.884136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -76834.171875 Penalty: 3846.742432
	Iteration 0F: 2 clusters Score -76834.17 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 262 members 
Entering Unmasked Estep 
Score: -73901.234375 Penalty: 7693.484863
	Iteration 0F: 3 clusters Score -73901.23 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74926.015625 Penalty: 7693.484863
	Iteration 1F: 3 clusters Score -74926.02 nChanged 86
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: -75553.257812 Penalty: 7693.484863
	Iteration 2F: 3 clusters Score -75553.26 nChanged 20
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: -76055.796875 Penalty: 7693.484863
	Iteration 3Q: 3 clusters Score -76055.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -76297.476562 Penalty: 7693.484863
	Iteration 4Q: 3 clusters Score -76297.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -76625.015625 Penalty: 7693.484863
	Iteration 5Q: 3 clusters Score -76625.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -76660.125000 Penalty: 7693.484863
	Iteration 6Q: 3 clusters Score -76660.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -76734.757812 Penalty: 7693.484863
	Iteration 7Q: 3 clusters Score -76734.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -76801.898438 Penalty: 7693.484863
	Iteration 8Q: 3 clusters Score -76801.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -76819.093750 Penalty: 7693.484863
	Iteration 9Q: 3 clusters Score -76819.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -76844.218750 Penalty: 7693.484863
	Iteration 10Q: 3 clusters Score -76844.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -76848.117188 Penalty: 7693.484863
	Iteration 11F: 3 clusters Score -76848.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76867.523438 Penalty: 7693.484863
	Iteration 12Q: 3 clusters Score -76867.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76867.523438 Penalty: 7693.484863
	Iteration 13F: 3 clusters Score -76867.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 14178 members 
Mstep: Class 6 contains 27749 members 
Mstep: Class 7 contains 29676 members 
Mstep: Class 8 contains 170044 members 
Mstep: Class 9 contains 7440 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 470 members 
Mstep: Class 12 contains 37216 members 
Mstep: Class 13 contains 5773 members 
Mstep: Class 14 contains 12994 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12638 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 36367 members 
Mstep: Class 19 contains 23930 members 
Mstep: Class 20 contains 125781 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 50762 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5614 members 
Mstep: Class 25 contains 6351 members 
Mstep: Class 26 contains 377 members 
Mstep: Class 27 contains 346 members 
Entering Unmasked Estep 
Score: -138275552.000000 Penalty: 220472.718750
Splitting cluster 21 changes total score from -138273520.000000 to -138275552.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (50762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Entering Unmasked Estep 
Score: -11608473.000000 Penalty: 6636.378418
	Iteration 0F: 2 clusters Score -1.160847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -11572331.000000 Penalty: 13272.756836
	Iteration 0F: 3 clusters Score -1.157233e+07 nChanged 22301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -11584258.000000 Penalty: 13272.756836
	Iteration 1F: 3 clusters Score -1.158426e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -11585187.000000 Penalty: 13272.756836
	Iteration 2F: 3 clusters Score -1.158519e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -11585955.000000 Penalty: 13272.756836
	Iteration 3Q: 3 clusters Score -1.158596e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -11586829.000000 Penalty: 13272.756836
	Iteration 4Q: 3 clusters Score -1.158683e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -11587901.000000 Penalty: 13272.756836
	Iteration 5Q: 3 clusters Score -1.15879e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -11589400.000000 Penalty: 13272.756836
	Iteration 6F: 3 clusters Score -1.15894e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -11591507.000000 Penalty: 13272.756836
	Iteration 7F: 3 clusters Score -1.159151e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -11594044.000000 Penalty: 13272.756836
	Iteration 8F: 3 clusters Score -1.159404e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -11596790.000000 Penalty: 13272.756836
	Iteration 9F: 3 clusters Score -1.159679e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -11599187.000000 Penalty: 13272.756836
	Iteration 10F: 3 clusters Score -1.159919e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -11600683.000000 Penalty: 13272.756836
	Iteration 11Q: 3 clusters Score -1.160068e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -11601588.000000 Penalty: 13272.756836
	Iteration 12Q: 3 clusters Score -1.160159e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -11602036.000000 Penalty: 13272.756836
	Iteration 13Q: 3 clusters Score -1.160204e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -11602343.000000 Penalty: 13272.756836
	Iteration 14Q: 3 clusters Score -1.160234e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -11602552.000000 Penalty: 13272.756836
	Iteration 15Q: 3 clusters Score -1.160255e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -11602667.000000 Penalty: 13272.756836
	Iteration 16Q: 3 clusters Score -1.160267e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -11602715.000000 Penalty: 13272.756836
	Iteration 17Q: 3 clusters Score -1.160272e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -11602757.000000 Penalty: 13272.756836
	Iteration 18Q: 3 clusters Score -1.160276e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -11602796.000000 Penalty: 13272.756836
	Iteration 19Q: 3 clusters Score -1.16028e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -11602838.000000 Penalty: 13272.756836
	Iteration 20F: 3 clusters Score -1.160284e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11602839.000000 Penalty: 13272.756836
	Iteration 21Q: 3 clusters Score -1.160284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -11602862.000000 Penalty: 13272.756836
	Iteration 22Q: 3 clusters Score -1.160286e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -11602884.000000 Penalty: 13272.756836
	Iteration 23Q: 3 clusters Score -1.160288e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -11602897.000000 Penalty: 13272.756836
	Iteration 24Q: 3 clusters Score -1.16029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -11602905.000000 Penalty: 13272.756836
	Iteration 25Q: 3 clusters Score -1.16029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -11602917.000000 Penalty: 13272.756836
	Iteration 26Q: 3 clusters Score -1.160292e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -11602932.000000 Penalty: 13272.756836
	Iteration 27Q: 3 clusters Score -1.160293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -11602925.000000 Penalty: 13272.756836
	Iteration 28Q: 3 clusters Score -1.160292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -11602933.000000 Penalty: 13272.756836
	Iteration 29Q: 3 clusters Score -1.160293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -11602941.000000 Penalty: 13272.756836
	Iteration 30Q: 3 clusters Score -1.160294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -11602954.000000 Penalty: 13272.756836
	Iteration 31Q: 3 clusters Score -1.160295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -11602965.000000 Penalty: 13272.756836
	Iteration 32Q: 3 clusters Score -1.160296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -11602948.000000 Penalty: 13272.756836
	Iteration 33Q: 3 clusters Score -1.160295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -11602947.000000 Penalty: 13272.756836
	Iteration 34Q: 3 clusters Score -1.160295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -11602948.000000 Penalty: 13272.756836
	Iteration 35Q: 3 clusters Score -1.160295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -11602955.000000 Penalty: 13272.756836
	Iteration 36Q: 3 clusters Score -1.160296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -11602957.000000 Penalty: 13272.756836
	Iteration 37Q: 3 clusters Score -1.160296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -11602960.000000 Penalty: 13272.756836
	Iteration 38Q: 3 clusters Score -1.160296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -11602957.000000 Penalty: 13272.756836
	Iteration 39Q: 3 clusters Score -1.160296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -11602965.000000 Penalty: 13272.756836
	Iteration 40F: 3 clusters Score -1.160296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -11602958.000000 Penalty: 13272.756836
	Iteration 41Q: 3 clusters Score -1.160296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -11602963.000000 Penalty: 13272.756836
	Iteration 42Q: 3 clusters Score -1.160296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -11602970.000000 Penalty: 13272.756836
	Iteration 43Q: 3 clusters Score -1.160297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -11602972.000000 Penalty: 13272.756836
	Iteration 44Q: 3 clusters Score -1.160297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -11602972.000000 Penalty: 13272.756836
	Iteration 45F: 3 clusters Score -1.160297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -142719.750000 Penalty: 4017.764160
	Iteration 0F: 2 clusters Score -142719.8 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 365 members 
Entering Unmasked Estep 
Score: -139114.812500 Penalty: 8035.528320
	Iteration 0F: 3 clusters Score -139114.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -139841.281250 Penalty: 8035.528320
	Iteration 1F: 3 clusters Score -139841.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -140132.125000 Penalty: 8035.528320
	Iteration 2F: 3 clusters Score -140132.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -140272.718750 Penalty: 8035.528320
	Iteration 3Q: 3 clusters Score -140272.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -140328.250000 Penalty: 8035.528320
	Iteration 4Q: 3 clusters Score -140328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -140346.968750 Penalty: 8035.528320
	Iteration 5Q: 3 clusters Score -140347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -140356.468750 Penalty: 8035.528320
	Iteration 6Q: 3 clusters Score -140356.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -140356.468750 Penalty: 8035.528320
	Iteration 7F: 3 clusters Score -140356.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Entering Unmasked Estep 
Score: -1214519.375000 Penalty: 5287.723633
	Iteration 0F: 2 clusters Score -1214519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1207040.250000 Penalty: 10575.447266
	Iteration 0F: 3 clusters Score -1207040 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1208784.875000 Penalty: 10575.447266
	Iteration 1F: 3 clusters Score -1208785 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1209791.500000 Penalty: 10575.447266
	Iteration 2F: 3 clusters Score -1209792 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1210310.125000 Penalty: 10575.447266
	Iteration 3F: 3 clusters Score -1210310 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1210758.375000 Penalty: 10575.447266
	Iteration 4F: 3 clusters Score -1210758 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1211207.750000 Penalty: 10575.447266
	Iteration 5F: 3 clusters Score -1211208 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1211699.500000 Penalty: 10575.447266
	Iteration 6F: 3 clusters Score -1211700 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1212101.125000 Penalty: 10575.447266
	Iteration 7Q: 3 clusters Score -1212101 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1212382.000000 Penalty: 10575.447266
	Iteration 8Q: 3 clusters Score -1212382 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1212581.125000 Penalty: 10575.447266
	Iteration 9Q: 3 clusters Score -1212581 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1212750.375000 Penalty: 10575.447266
	Iteration 10Q: 3 clusters Score -1212750 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1212930.625000 Penalty: 10575.447266
	Iteration 11Q: 3 clusters Score -1212931 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1213051.625000 Penalty: 10575.447266
	Iteration 12Q: 3 clusters Score -1213052 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1213129.375000 Penalty: 10575.447266
	Iteration 13Q: 3 clusters Score -1213129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1213182.625000 Penalty: 10575.447266
	Iteration 14Q: 3 clusters Score -1213183 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1213229.125000 Penalty: 10575.447266
	Iteration 15Q: 3 clusters Score -1213229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1213261.750000 Penalty: 10575.447266
	Iteration 16Q: 3 clusters Score -1213262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1213297.000000 Penalty: 10575.447266
	Iteration 17Q: 3 clusters Score -1213297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1213330.625000 Penalty: 10575.447266
	Iteration 18Q: 3 clusters Score -1213331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1213372.875000 Penalty: 10575.447266
	Iteration 19Q: 3 clusters Score -1213373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1213403.500000 Penalty: 10575.447266
	Iteration 20F: 3 clusters Score -1213404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1213420.125000 Penalty: 10575.447266
	Iteration 21Q: 3 clusters Score -1213420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1213428.500000 Penalty: 10575.447266
	Iteration 22Q: 3 clusters Score -1213428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1213439.375000 Penalty: 10575.447266
	Iteration 23Q: 3 clusters Score -1213439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1213452.375000 Penalty: 10575.447266
	Iteration 24Q: 3 clusters Score -1213452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1213464.125000 Penalty: 10575.447266
	Iteration 25Q: 3 clusters Score -1213464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1213472.250000 Penalty: 10575.447266
	Iteration 26Q: 3 clusters Score -1213472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1213484.000000 Penalty: 10575.447266
	Iteration 27Q: 3 clusters Score -1213484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1213494.375000 Penalty: 10575.447266
	Iteration 28Q: 3 clusters Score -1213494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1213506.125000 Penalty: 10575.447266
	Iteration 29Q: 3 clusters Score -1213506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1213514.375000 Penalty: 10575.447266
	Iteration 30Q: 3 clusters Score -1213514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1213520.375000 Penalty: 10575.447266
	Iteration 31Q: 3 clusters Score -1213520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1213536.125000 Penalty: 10575.447266
	Iteration 32Q: 3 clusters Score -1213536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1213549.750000 Penalty: 10575.447266
	Iteration 33Q: 3 clusters Score -1213550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1213555.625000 Penalty: 10575.447266
	Iteration 34Q: 3 clusters Score -1213556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1213559.625000 Penalty: 10575.447266
	Iteration 35Q: 3 clusters Score -1213560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1213561.000000 Penalty: 10575.447266
	Iteration 36Q: 3 clusters Score -1213561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1213561.000000 Penalty: 10575.447266
	Iteration 37F: 3 clusters Score -1213561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 14178 members 
Mstep: Class 6 contains 27749 members 
Mstep: Class 7 contains 29676 members 
Mstep: Class 8 contains 170044 members 
Mstep: Class 9 contains 7440 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 470 members 
Mstep: Class 12 contains 37216 members 
Mstep: Class 13 contains 5773 members 
Mstep: Class 14 contains 12994 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 12638 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 36367 members 
Mstep: Class 19 contains 23930 members 
Mstep: Class 20 contains 125781 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 50762 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 27. Lose 7199.543457 but Gain 8165.656250
Score: -138277536.000000 Penalty: 212307.062500
Iteration 79Q: 27 clusters Score -1.382775e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 791 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13839 members 
Mstep: Class 6 contains 27749 members 
Mstep: Class 7 contains 29681 members 
Mstep: Class 8 contains 170055 members 
Mstep: Class 9 contains 7440 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 37217 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 12998 members 
Mstep: Class 15 contains 675 members 
Mstep: Class 16 contains 12724 members 
Mstep: Class 17 contains 7655 members 
Mstep: Class 18 contains 36368 members 
Mstep: Class 19 contains 24033 members 
Mstep: Class 20 contains 125772 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 50762 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5613 members 
Mstep: Class 25 contains 5839 members 
Mstep: Class 26 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138282528.000000 Penalty: 212307.062500
Iteration 80F: 27 clusters Score -1.382825e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13631 members 
Mstep: Class 6 contains 27751 members 
Mstep: Class 7 contains 29687 members 
Mstep: Class 8 contains 170042 members 
Mstep: Class 9 contains 7435 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 524 members 
Mstep: Class 12 contains 37220 members 
Mstep: Class 13 contains 5772 members 
Mstep: Class 14 contains 13001 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 12477 members 
Mstep: Class 17 contains 7656 members 
Mstep: Class 18 contains 36359 members 
Mstep: Class 19 contains 23919 members 
Mstep: Class 20 contains 125719 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 50763 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5604 members 
Mstep: Class 25 contains 6146 members 
Mstep: Class 26 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283536.000000 Penalty: 212307.062500
Iteration 81Q: 27 clusters Score -1.382835e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 800 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13533 members 
Mstep: Class 6 contains 27757 members 
Mstep: Class 7 contains 29699 members 
Mstep: Class 8 contains 170048 members 
Mstep: Class 9 contains 7431 members 
Mstep: Class 10 contains 1296 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 37230 members 
Mstep: Class 13 contains 5758 members 
Mstep: Class 14 contains 13006 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 12306 members 
Mstep: Class 17 contains 7656 members 
Mstep: Class 18 contains 36347 members 
Mstep: Class 19 contains 23795 members 
Mstep: Class 20 contains 125675 members 
Mstep: Class 21 contains 469 members 
Mstep: Class 22 contains 50762 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5602 members 
Mstep: Class 25 contains 6344 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284672.000000 Penalty: 212307.062500
Iteration 82Q: 27 clusters Score -1.382847e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 3469 members 
Mstep: Class 3 contains 798 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13481 members 
Mstep: Class 6 contains 27765 members 
Mstep: Class 7 contains 29716 members 
Mstep: Class 8 contains 170051 members 
Mstep: Class 9 contains 7427 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37239 members 
Mstep: Class 13 contains 5746 members 
Mstep: Class 14 contains 13013 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 12189 members 
Mstep: Class 17 contains 7655 members 
Mstep: Class 18 contains 36338 members 
Mstep: Class 19 contains 23687 members 
Mstep: Class 20 contains 125621 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50762 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 6517 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138285152.000000 Penalty: 212307.062500
Iteration 83Q: 27 clusters Score -1.382852e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 3469 members 
Mstep: Class 3 contains 789 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13453 members 
Mstep: Class 6 contains 27768 members 
Mstep: Class 7 contains 29736 members 
Mstep: Class 8 contains 170065 members 
Mstep: Class 9 contains 7423 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37248 members 
Mstep: Class 13 contains 5723 members 
Mstep: Class 14 contains 13016 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 12093 members 
Mstep: Class 17 contains 7656 members 
Mstep: Class 18 contains 36331 members 
Mstep: Class 19 contains 23568 members 
Mstep: Class 20 contains 125588 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5590 members 
Mstep: Class 25 contains 6667 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138285152.000000 Penalty: 212307.062500
Iteration 84Q: 27 clusters Score -1.382852e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 3470 members 
Mstep: Class 3 contains 782 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13430 members 
Mstep: Class 6 contains 27772 members 
Mstep: Class 7 contains 29752 members 
Mstep: Class 8 contains 170076 members 
Mstep: Class 9 contains 7419 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37249 members 
Mstep: Class 13 contains 5719 members 
Mstep: Class 14 contains 13018 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 12035 members 
Mstep: Class 17 contains 7656 members 
Mstep: Class 18 contains 36314 members 
Mstep: Class 19 contains 23433 members 
Mstep: Class 20 contains 125556 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 6812 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138285312.000000 Penalty: 212307.062500
Iteration 85Q: 27 clusters Score -1.382853e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 3470 members 
Mstep: Class 3 contains 774 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13420 members 
Mstep: Class 6 contains 27776 members 
Mstep: Class 7 contains 29763 members 
Mstep: Class 8 contains 170085 members 
Mstep: Class 9 contains 7416 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37252 members 
Mstep: Class 13 contains 5718 members 
Mstep: Class 14 contains 13018 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11999 members 
Mstep: Class 17 contains 7656 members 
Mstep: Class 18 contains 36309 members 
Mstep: Class 19 contains 23288 members 
Mstep: Class 20 contains 125530 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 6956 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138285488.000000 Penalty: 212307.062500
Iteration 86Q: 27 clusters Score -1.382855e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 3470 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13406 members 
Mstep: Class 6 contains 27779 members 
Mstep: Class 7 contains 29772 members 
Mstep: Class 8 contains 170094 members 
Mstep: Class 9 contains 7416 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37255 members 
Mstep: Class 13 contains 5716 members 
Mstep: Class 14 contains 13022 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11968 members 
Mstep: Class 17 contains 7656 members 
Mstep: Class 18 contains 36302 members 
Mstep: Class 19 contains 23156 members 
Mstep: Class 20 contains 125496 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5589 members 
Mstep: Class 25 contains 7087 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138285776.000000 Penalty: 212307.062500
Iteration 87Q: 27 clusters Score -1.382858e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 3470 members 
Mstep: Class 3 contains 766 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13399 members 
Mstep: Class 6 contains 27783 members 
Mstep: Class 7 contains 29778 members 
Mstep: Class 8 contains 170110 members 
Mstep: Class 9 contains 7418 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37260 members 
Mstep: Class 13 contains 5709 members 
Mstep: Class 14 contains 13024 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11936 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36301 members 
Mstep: Class 19 contains 23034 members 
Mstep: Class 20 contains 125454 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5587 members 
Mstep: Class 25 contains 7225 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138285744.000000 Penalty: 212307.062500
Iteration 88Q: 27 clusters Score -1.382857e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 3470 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13392 members 
Mstep: Class 6 contains 27788 members 
Mstep: Class 7 contains 29784 members 
Mstep: Class 8 contains 170128 members 
Mstep: Class 9 contains 7418 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37263 members 
Mstep: Class 13 contains 5707 members 
Mstep: Class 14 contains 13028 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11909 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36300 members 
Mstep: Class 19 contains 22915 members 
Mstep: Class 20 contains 125407 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 7358 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138285856.000000 Penalty: 212307.062500
Iteration 89Q: 27 clusters Score -1.382859e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 3471 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13389 members 
Mstep: Class 6 contains 27793 members 
Mstep: Class 7 contains 29789 members 
Mstep: Class 8 contains 170140 members 
Mstep: Class 9 contains 7418 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37265 members 
Mstep: Class 13 contains 5704 members 
Mstep: Class 14 contains 13027 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36300 members 
Mstep: Class 19 contains 22790 members 
Mstep: Class 20 contains 125361 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 7504 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138285936.000000 Penalty: 212307.062500
Iteration 90Q: 27 clusters Score -1.382859e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 3472 members 
Mstep: Class 3 contains 759 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13387 members 
Mstep: Class 6 contains 27797 members 
Mstep: Class 7 contains 29795 members 
Mstep: Class 8 contains 170142 members 
Mstep: Class 9 contains 7419 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37267 members 
Mstep: Class 13 contains 5702 members 
Mstep: Class 14 contains 13026 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11870 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36299 members 
Mstep: Class 19 contains 22651 members 
Mstep: Class 20 contains 125336 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5587 members 
Mstep: Class 25 contains 7635 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138285792.000000 Penalty: 212307.062500
Iteration 91Q: 27 clusters Score -1.382858e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13386 members 
Mstep: Class 6 contains 27799 members 
Mstep: Class 7 contains 29801 members 
Mstep: Class 8 contains 170155 members 
Mstep: Class 9 contains 7419 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37267 members 
Mstep: Class 13 contains 5705 members 
Mstep: Class 14 contains 13026 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11861 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36296 members 
Mstep: Class 19 contains 22536 members 
Mstep: Class 20 contains 125307 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 7742 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286016.000000 Penalty: 212307.062500
Iteration 92Q: 27 clusters Score -1.38286e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13382 members 
Mstep: Class 6 contains 27801 members 
Mstep: Class 7 contains 29802 members 
Mstep: Class 8 contains 170167 members 
Mstep: Class 9 contains 7419 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37269 members 
Mstep: Class 13 contains 5699 members 
Mstep: Class 14 contains 13025 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36296 members 
Mstep: Class 19 contains 22428 members 
Mstep: Class 20 contains 125287 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 7829 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286080.000000 Penalty: 212307.062500
Iteration 93Q: 27 clusters Score -1.382861e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 3474 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13379 members 
Mstep: Class 6 contains 27806 members 
Mstep: Class 7 contains 29803 members 
Mstep: Class 8 contains 170173 members 
Mstep: Class 9 contains 7418 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37271 members 
Mstep: Class 13 contains 5691 members 
Mstep: Class 14 contains 13026 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11858 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36294 members 
Mstep: Class 19 contains 22331 members 
Mstep: Class 20 contains 125264 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286112.000000 Penalty: 212307.062500
Iteration 94Q: 27 clusters Score -1.382861e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 3474 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13377 members 
Mstep: Class 6 contains 27808 members 
Mstep: Class 7 contains 29803 members 
Mstep: Class 8 contains 170178 members 
Mstep: Class 9 contains 7419 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37271 members 
Mstep: Class 13 contains 5689 members 
Mstep: Class 14 contains 13030 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11852 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36293 members 
Mstep: Class 19 contains 22250 members 
Mstep: Class 20 contains 125238 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 7987 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286208.000000 Penalty: 212307.062500
Iteration 95Q: 27 clusters Score -1.382862e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 3474 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13375 members 
Mstep: Class 6 contains 27808 members 
Mstep: Class 7 contains 29803 members 
Mstep: Class 8 contains 170190 members 
Mstep: Class 9 contains 7419 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37271 members 
Mstep: Class 13 contains 5684 members 
Mstep: Class 14 contains 13036 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11850 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36293 members 
Mstep: Class 19 contains 22173 members 
Mstep: Class 20 contains 125219 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 8055 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286272.000000 Penalty: 212307.062500
Iteration 96Q: 27 clusters Score -1.382863e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13375 members 
Mstep: Class 6 contains 27810 members 
Mstep: Class 7 contains 29804 members 
Mstep: Class 8 contains 170191 members 
Mstep: Class 9 contains 7419 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37271 members 
Mstep: Class 13 contains 5682 members 
Mstep: Class 14 contains 13039 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11848 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36290 members 
Mstep: Class 19 contains 22116 members 
Mstep: Class 20 contains 125190 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5587 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286192.000000 Penalty: 212307.062500
Iteration 97Q: 27 clusters Score -1.382862e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 3472 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13374 members 
Mstep: Class 6 contains 27811 members 
Mstep: Class 7 contains 29806 members 
Mstep: Class 8 contains 170194 members 
Mstep: Class 9 contains 7419 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37271 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 13039 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11841 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36289 members 
Mstep: Class 19 contains 22071 members 
Mstep: Class 20 contains 125167 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5587 members 
Mstep: Class 25 contains 8199 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286208.000000 Penalty: 212307.062500
Iteration 98Q: 27 clusters Score -1.382862e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13371 members 
Mstep: Class 6 contains 27812 members 
Mstep: Class 7 contains 29806 members 
Mstep: Class 8 contains 170203 members 
Mstep: Class 9 contains 7418 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37274 members 
Mstep: Class 13 contains 5680 members 
Mstep: Class 14 contains 13040 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11830 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36290 members 
Mstep: Class 19 contains 22018 members 
Mstep: Class 20 contains 125152 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 8254 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286416.000000 Penalty: 212307.062500
Iteration 99Q: 27 clusters Score -1.382864e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 3474 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13367 members 
Mstep: Class 6 contains 27814 members 
Mstep: Class 7 contains 29807 members 
Mstep: Class 8 contains 170210 members 
Mstep: Class 9 contains 7417 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37276 members 
Mstep: Class 13 contains 5678 members 
Mstep: Class 14 contains 13040 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11826 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36290 members 
Mstep: Class 19 contains 21971 members 
Mstep: Class 20 contains 125133 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5582 members 
Mstep: Class 25 contains 8311 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286384.000000 Penalty: 212307.062500
Iteration 100F: 27 clusters Score -1.382864e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13365 members 
Mstep: Class 6 contains 27814 members 
Mstep: Class 7 contains 29807 members 
Mstep: Class 8 contains 170211 members 
Mstep: Class 9 contains 7417 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37276 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 13041 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11818 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36292 members 
Mstep: Class 19 contains 21913 members 
Mstep: Class 20 contains 125108 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5582 members 
Mstep: Class 25 contains 8394 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286288.000000 Penalty: 212307.062500
Iteration 101Q: 27 clusters Score -1.382863e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13363 members 
Mstep: Class 6 contains 27817 members 
Mstep: Class 7 contains 29809 members 
Mstep: Class 8 contains 170211 members 
Mstep: Class 9 contains 7416 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37277 members 
Mstep: Class 13 contains 5664 members 
Mstep: Class 14 contains 13042 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11812 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36292 members 
Mstep: Class 19 contains 21857 members 
Mstep: Class 20 contains 125073 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5582 members 
Mstep: Class 25 contains 8493 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286256.000000 Penalty: 212307.062500
Iteration 102Q: 27 clusters Score -1.382863e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13362 members 
Mstep: Class 6 contains 27821 members 
Mstep: Class 7 contains 29812 members 
Mstep: Class 8 contains 170216 members 
Mstep: Class 9 contains 7417 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37280 members 
Mstep: Class 13 contains 5658 members 
Mstep: Class 14 contains 13045 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11809 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36291 members 
Mstep: Class 19 contains 21813 members 
Mstep: Class 20 contains 125027 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 8568 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286272.000000 Penalty: 212307.062500
Iteration 103Q: 27 clusters Score -1.382863e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13362 members 
Mstep: Class 6 contains 27821 members 
Mstep: Class 7 contains 29814 members 
Mstep: Class 8 contains 170225 members 
Mstep: Class 9 contains 7417 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37280 members 
Mstep: Class 13 contains 5650 members 
Mstep: Class 14 contains 13052 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11810 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36290 members 
Mstep: Class 19 contains 21768 members 
Mstep: Class 20 contains 124982 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 8642 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286384.000000 Penalty: 212307.062500
Iteration 104Q: 27 clusters Score -1.382864e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13360 members 
Mstep: Class 6 contains 27824 members 
Mstep: Class 7 contains 29814 members 
Mstep: Class 8 contains 170233 members 
Mstep: Class 9 contains 7417 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37282 members 
Mstep: Class 13 contains 5646 members 
Mstep: Class 14 contains 13059 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11806 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36290 members 
Mstep: Class 19 contains 21698 members 
Mstep: Class 20 contains 124941 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 8729 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286480.000000 Penalty: 212307.062500
Iteration 105Q: 27 clusters Score -1.382865e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13359 members 
Mstep: Class 6 contains 27823 members 
Mstep: Class 7 contains 29814 members 
Mstep: Class 8 contains 170244 members 
Mstep: Class 9 contains 7417 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37283 members 
Mstep: Class 13 contains 5648 members 
Mstep: Class 14 contains 13065 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11798 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36290 members 
Mstep: Class 19 contains 21624 members 
Mstep: Class 20 contains 124905 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 8823 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286352.000000 Penalty: 212307.062500
Iteration 106Q: 27 clusters Score -1.382864e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13358 members 
Mstep: Class 6 contains 27823 members 
Mstep: Class 7 contains 29816 members 
Mstep: Class 8 contains 170251 members 
Mstep: Class 9 contains 7416 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37283 members 
Mstep: Class 13 contains 5648 members 
Mstep: Class 14 contains 13068 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11793 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36293 members 
Mstep: Class 19 contains 21562 members 
Mstep: Class 20 contains 124876 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 8909 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286368.000000 Penalty: 212307.062500
Iteration 107Q: 27 clusters Score -1.382864e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13358 members 
Mstep: Class 6 contains 27824 members 
Mstep: Class 7 contains 29816 members 
Mstep: Class 8 contains 170257 members 
Mstep: Class 9 contains 7415 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37284 members 
Mstep: Class 13 contains 5648 members 
Mstep: Class 14 contains 13075 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 11783 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36296 members 
Mstep: Class 19 contains 21507 members 
Mstep: Class 20 contains 124845 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 8980 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286320.000000 Penalty: 212307.062500
Iteration 108Q: 27 clusters Score -1.382863e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13357 members 
Mstep: Class 6 contains 27826 members 
Mstep: Class 7 contains 29818 members 
Mstep: Class 8 contains 170258 members 
Mstep: Class 9 contains 7414 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37286 members 
Mstep: Class 13 contains 5648 members 
Mstep: Class 14 contains 13082 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11779 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36295 members 
Mstep: Class 19 contains 21446 members 
Mstep: Class 20 contains 124808 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 9062 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286336.000000 Penalty: 212307.062500
Iteration 109Q: 27 clusters Score -1.382863e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13356 members 
Mstep: Class 6 contains 27829 members 
Mstep: Class 7 contains 29821 members 
Mstep: Class 8 contains 170259 members 
Mstep: Class 9 contains 7413 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37289 members 
Mstep: Class 13 contains 5650 members 
Mstep: Class 14 contains 13084 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11776 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36297 members 
Mstep: Class 19 contains 21384 members 
Mstep: Class 20 contains 124766 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 9143 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286320.000000 Penalty: 212307.062500
Iteration 110Q: 27 clusters Score -1.382863e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13356 members 
Mstep: Class 6 contains 27831 members 
Mstep: Class 7 contains 29822 members 
Mstep: Class 8 contains 170258 members 
Mstep: Class 9 contains 7414 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37289 members 
Mstep: Class 13 contains 5653 members 
Mstep: Class 14 contains 13085 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11765 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 36300 members 
Mstep: Class 19 contains 21322 members 
Mstep: Class 20 contains 124728 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 9236 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286320.000000 Penalty: 212307.062500
Iteration 111Q: 27 clusters Score -1.382863e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13355 members 
Mstep: Class 6 contains 27832 members 
Mstep: Class 7 contains 29826 members 
Mstep: Class 8 contains 170257 members 
Mstep: Class 9 contains 7414 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37289 members 
Mstep: Class 13 contains 5645 members 
Mstep: Class 14 contains 13087 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11762 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36301 members 
Mstep: Class 19 contains 21270 members 
Mstep: Class 20 contains 124682 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5582 members 
Mstep: Class 25 contains 9330 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286272.000000 Penalty: 212307.062500
Iteration 112Q: 27 clusters Score -1.382863e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 3478 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13354 members 
Mstep: Class 6 contains 27832 members 
Mstep: Class 7 contains 29831 members 
Mstep: Class 8 contains 170260 members 
Mstep: Class 9 contains 7413 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37290 members 
Mstep: Class 13 contains 5643 members 
Mstep: Class 14 contains 13088 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11762 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36302 members 
Mstep: Class 19 contains 21208 members 
Mstep: Class 20 contains 124645 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5582 members 
Mstep: Class 25 contains 9414 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286480.000000 Penalty: 212307.062500
Iteration 113Q: 27 clusters Score -1.382865e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 3479 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13354 members 
Mstep: Class 6 contains 27832 members 
Mstep: Class 7 contains 29833 members 
Mstep: Class 8 contains 170272 members 
Mstep: Class 9 contains 7412 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37292 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 13087 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11762 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36303 members 
Mstep: Class 19 contains 21124 members 
Mstep: Class 20 contains 124607 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 9507 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286560.000000 Penalty: 212307.062500
Iteration 114Q: 27 clusters Score -1.382866e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 3479 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13353 members 
Mstep: Class 6 contains 27834 members 
Mstep: Class 7 contains 29834 members 
Mstep: Class 8 contains 170277 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37292 members 
Mstep: Class 13 contains 5638 members 
Mstep: Class 14 contains 13088 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11764 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36302 members 
Mstep: Class 19 contains 21048 members 
Mstep: Class 20 contains 124563 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 9608 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286704.000000 Penalty: 212307.062500
Iteration 115Q: 27 clusters Score -1.382867e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 3479 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13352 members 
Mstep: Class 6 contains 27836 members 
Mstep: Class 7 contains 29834 members 
Mstep: Class 8 contains 170292 members 
Mstep: Class 9 contains 7413 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37293 members 
Mstep: Class 13 contains 5634 members 
Mstep: Class 14 contains 13087 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11759 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36303 members 
Mstep: Class 19 contains 20981 members 
Mstep: Class 20 contains 124511 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 9707 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286832.000000 Penalty: 212307.062500
Iteration 116Q: 27 clusters Score -1.382868e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 3481 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13352 members 
Mstep: Class 6 contains 27836 members 
Mstep: Class 7 contains 29835 members 
Mstep: Class 8 contains 170301 members 
Mstep: Class 9 contains 7414 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37295 members 
Mstep: Class 13 contains 5633 members 
Mstep: Class 14 contains 13088 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11755 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36303 members 
Mstep: Class 19 contains 20913 members 
Mstep: Class 20 contains 124472 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 9801 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286896.000000 Penalty: 212307.062500
Iteration 117Q: 27 clusters Score -1.382869e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 3481 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13352 members 
Mstep: Class 6 contains 27838 members 
Mstep: Class 7 contains 29836 members 
Mstep: Class 8 contains 170305 members 
Mstep: Class 9 contains 7414 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37295 members 
Mstep: Class 13 contains 5633 members 
Mstep: Class 14 contains 13090 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11752 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36303 members 
Mstep: Class 19 contains 20846 members 
Mstep: Class 20 contains 124430 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 9897 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287008.000000 Penalty: 212307.062500
Iteration 118Q: 27 clusters Score -1.38287e+08 nChanged 143
Entering ConstructFrom: 
Score: -138287008.000000 Penalty: 212307.062500
Entering ConstructFrom: 
Trying to split cluster 1 (34756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Entering Unmasked Estep 
Score: -7929838.000000 Penalty: 6404.365723
	Iteration 0F: 2 clusters Score -7929838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -7904042.000000 Penalty: 12808.731445
	Iteration 0F: 3 clusters Score -7904042 nChanged 14773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -7911835.500000 Penalty: 12808.731445
	Iteration 1F: 3 clusters Score -7911836 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -7912578.500000 Penalty: 12808.731445
	Iteration 2F: 3 clusters Score -7912578 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -7913110.000000 Penalty: 12808.731445
	Iteration 3Q: 3 clusters Score -7913110 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -7913499.000000 Penalty: 12808.731445
	Iteration 4Q: 3 clusters Score -7913499 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -7913761.500000 Penalty: 12808.731445
	Iteration 5Q: 3 clusters Score -7913762 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -7914013.500000 Penalty: 12808.731445
	Iteration 6Q: 3 clusters Score -7914014 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -7914252.000000 Penalty: 12808.731445
	Iteration 7Q: 3 clusters Score -7914252 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -7914432.500000 Penalty: 12808.731445
	Iteration 8Q: 3 clusters Score -7914432 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -7914646.000000 Penalty: 12808.731445
	Iteration 9Q: 3 clusters Score -7914646 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -7914839.000000 Penalty: 12808.731445
	Iteration 10Q: 3 clusters Score -7914839 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -7915025.000000 Penalty: 12808.731445
	Iteration 11Q: 3 clusters Score -7915025 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -7915241.500000 Penalty: 12808.731445
	Iteration 12Q: 3 clusters Score -7915242 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -7915468.000000 Penalty: 12808.731445
	Iteration 13Q: 3 clusters Score -7915468 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -7915736.500000 Penalty: 12808.731445
	Iteration 14Q: 3 clusters Score -7915736 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -7915981.000000 Penalty: 12808.731445
	Iteration 15Q: 3 clusters Score -7915981 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -7916326.000000 Penalty: 12808.731445
	Iteration 16Q: 3 clusters Score -7916326 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -7916646.000000 Penalty: 12808.731445
	Iteration 17Q: 3 clusters Score -7916646 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -7917093.000000 Penalty: 12808.731445
	Iteration 18Q: 3 clusters Score -7917093 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -7917587.500000 Penalty: 12808.731445
	Iteration 19Q: 3 clusters Score -7917588 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -7918190.000000 Penalty: 12808.731445
	Iteration 20F: 3 clusters Score -7918190 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -7918840.500000 Penalty: 12808.731445
	Iteration 21Q: 3 clusters Score -7918840 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -7919527.000000 Penalty: 12808.731445
	Iteration 22Q: 3 clusters Score -7919527 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -7920191.500000 Penalty: 12808.731445
	Iteration 23Q: 3 clusters Score -7920192 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -7920832.500000 Penalty: 12808.731445
	Iteration 24Q: 3 clusters Score -7920832 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -7921454.500000 Penalty: 12808.731445
	Iteration 25Q: 3 clusters Score -7921454 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -7921963.000000 Penalty: 12808.731445
	Iteration 26Q: 3 clusters Score -7921963 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -7922379.500000 Penalty: 12808.731445
	Iteration 27Q: 3 clusters Score -7922380 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -7922744.500000 Penalty: 12808.731445
	Iteration 28Q: 3 clusters Score -7922744 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -7923016.000000 Penalty: 12808.731445
	Iteration 29Q: 3 clusters Score -7923016 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -7923276.500000 Penalty: 12808.731445
	Iteration 30Q: 3 clusters Score -7923276 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -7923486.000000 Penalty: 12808.731445
	Iteration 31Q: 3 clusters Score -7923486 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -7923640.000000 Penalty: 12808.731445
	Iteration 32Q: 3 clusters Score -7923640 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -7923771.000000 Penalty: 12808.731445
	Iteration 33Q: 3 clusters Score -7923771 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -7923848.000000 Penalty: 12808.731445
	Iteration 34Q: 3 clusters Score -7923848 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -7923911.000000 Penalty: 12808.731445
	Iteration 35Q: 3 clusters Score -7923911 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -7923968.500000 Penalty: 12808.731445
	Iteration 36Q: 3 clusters Score -7923968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -7924036.000000 Penalty: 12808.731445
	Iteration 37Q: 3 clusters Score -7924036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -7924074.500000 Penalty: 12808.731445
	Iteration 38Q: 3 clusters Score -7924074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -7924103.500000 Penalty: 12808.731445
	Iteration 39Q: 3 clusters Score -7924104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -7924137.000000 Penalty: 12808.731445
	Iteration 40F: 3 clusters Score -7924137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -7924167.000000 Penalty: 12808.731445
	Iteration 41Q: 3 clusters Score -7924167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -7924191.000000 Penalty: 12808.731445
	Iteration 42Q: 3 clusters Score -7924191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -7924200.500000 Penalty: 12808.731445
	Iteration 43Q: 3 clusters Score -7924200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -7924206.500000 Penalty: 12808.731445
	Iteration 44Q: 3 clusters Score -7924206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -7924228.500000 Penalty: 12808.731445
	Iteration 45Q: 3 clusters Score -7924228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -7924236.500000 Penalty: 12808.731445
	Iteration 46Q: 3 clusters Score -7924236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -7924255.500000 Penalty: 12808.731445
	Iteration 47Q: 3 clusters Score -7924256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -7924259.500000 Penalty: 12808.731445
	Iteration 48Q: 3 clusters Score -7924260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -7924266.000000 Penalty: 12808.731445
	Iteration 49Q: 3 clusters Score -7924266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -7924267.000000 Penalty: 12808.731445
	Iteration 50Q: 3 clusters Score -7924267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -7924275.000000 Penalty: 12808.731445
	Iteration 51Q: 3 clusters Score -7924275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -7924279.500000 Penalty: 12808.731445
	Iteration 52Q: 3 clusters Score -7924280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -7924285.000000 Penalty: 12808.731445
	Iteration 53Q: 3 clusters Score -7924285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -7924280.500000 Penalty: 12808.731445
	Iteration 54Q: 3 clusters Score -7924280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -7924296.000000 Penalty: 12808.731445
	Iteration 55Q: 3 clusters Score -7924296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -7924285.000000 Penalty: 12808.731445
	Iteration 56Q: 3 clusters Score -7924285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -7924289.500000 Penalty: 12808.731445
	Iteration 57Q: 3 clusters Score -7924290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -7924290.000000 Penalty: 12808.731445
	Iteration 58Q: 3 clusters Score -7924290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -7924286.500000 Penalty: 12808.731445
	Iteration 59Q: 3 clusters Score -7924286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -7924289.500000 Penalty: 12808.731445
	Iteration 60F: 3 clusters Score -7924290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -7924293.500000 Penalty: 12808.731445
	Iteration 61Q: 3 clusters Score -7924294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -7924295.500000 Penalty: 12808.731445
	Iteration 62Q: 3 clusters Score -7924296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -7924312.000000 Penalty: 12808.731445
	Iteration 63Q: 3 clusters Score -7924312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -7924311.500000 Penalty: 12808.731445
	Iteration 64Q: 3 clusters Score -7924312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -7924310.000000 Penalty: 12808.731445
	Iteration 65Q: 3 clusters Score -7924310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -7924313.000000 Penalty: 12808.731445
	Iteration 66Q: 3 clusters Score -7924313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -7924316.500000 Penalty: 12808.731445
	Iteration 67Q: 3 clusters Score -7924316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -7924320.000000 Penalty: 12808.731445
	Iteration 68Q: 3 clusters Score -7924320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -7924336.500000 Penalty: 12808.731445
	Iteration 69Q: 3 clusters Score -7924336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -7924348.000000 Penalty: 12808.731445
	Iteration 70Q: 3 clusters Score -7924348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -7924342.500000 Penalty: 12808.731445
	Iteration 71Q: 3 clusters Score -7924342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -7924347.000000 Penalty: 12808.731445
	Iteration 72Q: 3 clusters Score -7924347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -7924346.000000 Penalty: 12808.731445
	Iteration 73Q: 3 clusters Score -7924346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -7924346.000000 Penalty: 12808.731445
	Iteration 74F: 3 clusters Score -7924346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Entering Unmasked Estep 
Score: -798038.562500 Penalty: 4994.983398
	Iteration 0F: 2 clusters Score -798038.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -791941.375000 Penalty: 9989.966797
	Iteration 0F: 3 clusters Score -791941.4 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -792760.312500 Penalty: 9989.966797
	Iteration 1F: 3 clusters Score -792760.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -792977.750000 Penalty: 9989.966797
	Iteration 2F: 3 clusters Score -792977.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -793097.062500 Penalty: 9989.966797
	Iteration 3Q: 3 clusters Score -793097.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -793172.250000 Penalty: 9989.966797
	Iteration 4Q: 3 clusters Score -793172.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -793206.250000 Penalty: 9989.966797
	Iteration 5Q: 3 clusters Score -793206.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -793236.937500 Penalty: 9989.966797
	Iteration 6Q: 3 clusters Score -793236.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -793263.375000 Penalty: 9989.966797
	Iteration 7Q: 3 clusters Score -793263.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -793279.687500 Penalty: 9989.966797
	Iteration 8Q: 3 clusters Score -793279.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -793295.437500 Penalty: 9989.966797
	Iteration 9Q: 3 clusters Score -793295.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -793309.625000 Penalty: 9989.966797
	Iteration 10Q: 3 clusters Score -793309.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -793327.125000 Penalty: 9989.966797
	Iteration 11Q: 3 clusters Score -793327.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -793342.000000 Penalty: 9989.966797
	Iteration 12Q: 3 clusters Score -793342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -793351.062500 Penalty: 9989.966797
	Iteration 13Q: 3 clusters Score -793351.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -793361.937500 Penalty: 9989.966797
	Iteration 14Q: 3 clusters Score -793361.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -793367.437500 Penalty: 9989.966797
	Iteration 15Q: 3 clusters Score -793367.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -793373.437500 Penalty: 9989.966797
	Iteration 16Q: 3 clusters Score -793373.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -793378.937500 Penalty: 9989.966797
	Iteration 17Q: 3 clusters Score -793378.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -793383.000000 Penalty: 9989.966797
	Iteration 18Q: 3 clusters Score -793383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -793386.500000 Penalty: 9989.966797
	Iteration 19Q: 3 clusters Score -793386.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -793387.187500 Penalty: 9989.966797
	Iteration 20F: 3 clusters Score -793387.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -153839.640625 Penalty: 4056.426025
	Iteration 0F: 2 clusters Score -153839.6 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 372 members 
Entering Unmasked Estep 
Score: -150251.156250 Penalty: 8112.852051
	Iteration 0F: 3 clusters Score -150251.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -150585.000000 Penalty: 8112.852051
	Iteration 1F: 3 clusters Score -150585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -150755.765625 Penalty: 8112.852051
	Iteration 2Q: 3 clusters Score -150755.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -150827.453125 Penalty: 8112.852051
	Iteration 3Q: 3 clusters Score -150827.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -150853.234375 Penalty: 8112.852051
	Iteration 4Q: 3 clusters Score -150853.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -150871.359375 Penalty: 8112.852051
	Iteration 5Q: 3 clusters Score -150871.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -150882.343750 Penalty: 8112.852051
	Iteration 6Q: 3 clusters Score -150882.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -150884.078125 Penalty: 8112.852051
	Iteration 7Q: 3 clusters Score -150884.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -150884.078125 Penalty: 8112.852051
	Iteration 8F: 3 clusters Score -150884.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -270628.218750 Penalty: 4415.267578
	Iteration 0F: 2 clusters Score -270628.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -266462.218750 Penalty: 8830.535156
	Iteration 0F: 3 clusters Score -266462.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -267383.062500 Penalty: 8830.535156
	Iteration 1F: 3 clusters Score -267383.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -267977.062500 Penalty: 8830.535156
	Iteration 2F: 3 clusters Score -267977.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -268551.625000 Penalty: 8830.535156
	Iteration 3F: 3 clusters Score -268551.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -269126.343750 Penalty: 8830.535156
	Iteration 4F: 3 clusters Score -269126.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -269446.062500 Penalty: 8830.535156
	Iteration 5F: 3 clusters Score -269446.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -269607.812500 Penalty: 8830.535156
	Iteration 6Q: 3 clusters Score -269607.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -269661.875000 Penalty: 8830.535156
	Iteration 7Q: 3 clusters Score -269661.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -269720.218750 Penalty: 8830.535156
	Iteration 8Q: 3 clusters Score -269720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -269747.281250 Penalty: 8830.535156
	Iteration 9Q: 3 clusters Score -269747.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -269755.000000 Penalty: 8830.535156
	Iteration 10Q: 3 clusters Score -269755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -269830.812500 Penalty: 8830.535156
	Iteration 11Q: 3 clusters Score -269830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -269914.312500 Penalty: 8830.535156
	Iteration 12Q: 3 clusters Score -269914.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -269924.468750 Penalty: 8830.535156
	Iteration 13Q: 3 clusters Score -269924.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -269927.437500 Penalty: 8830.535156
	Iteration 14Q: 3 clusters Score -269927.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -269927.437500 Penalty: 8830.535156
	Iteration 15F: 3 clusters Score -269927.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Entering Unmasked Estep 
Score: -3048682.250000 Penalty: 5818.395508
	Iteration 0F: 2 clusters Score -3048682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -3036514.750000 Penalty: 11636.791016
	Iteration 0F: 3 clusters Score -3036515 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3039182.500000 Penalty: 11636.791016
	Iteration 1F: 3 clusters Score -3039182 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -3039687.000000 Penalty: 11636.791016
	Iteration 2F: 3 clusters Score -3039687 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3040024.750000 Penalty: 11636.791016
	Iteration 3Q: 3 clusters Score -3040025 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -3040326.250000 Penalty: 11636.791016
	Iteration 4Q: 3 clusters Score -3040326 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3040600.750000 Penalty: 11636.791016
	Iteration 5Q: 3 clusters Score -3040601 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -3040857.250000 Penalty: 11636.791016
	Iteration 6Q: 3 clusters Score -3040857 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3041123.500000 Penalty: 11636.791016
	Iteration 7Q: 3 clusters Score -3041124 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -3041387.250000 Penalty: 11636.791016
	Iteration 8Q: 3 clusters Score -3041387 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3041713.750000 Penalty: 11636.791016
	Iteration 9Q: 3 clusters Score -3041714 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -3042054.250000 Penalty: 11636.791016
	Iteration 10Q: 3 clusters Score -3042054 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -3042389.500000 Penalty: 11636.791016
	Iteration 11Q: 3 clusters Score -3042390 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -3042719.000000 Penalty: 11636.791016
	Iteration 12Q: 3 clusters Score -3042719 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3042976.500000 Penalty: 11636.791016
	Iteration 13Q: 3 clusters Score -3042976 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3043164.250000 Penalty: 11636.791016
	Iteration 14Q: 3 clusters Score -3043164 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -3043335.750000 Penalty: 11636.791016
	Iteration 15Q: 3 clusters Score -3043336 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -3043462.000000 Penalty: 11636.791016
	Iteration 16Q: 3 clusters Score -3043462 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3043561.500000 Penalty: 11636.791016
	Iteration 17Q: 3 clusters Score -3043562 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3043629.000000 Penalty: 11636.791016
	Iteration 18Q: 3 clusters Score -3043629 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3043689.000000 Penalty: 11636.791016
	Iteration 19Q: 3 clusters Score -3043689 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3043736.000000 Penalty: 11636.791016
	Iteration 20F: 3 clusters Score -3043736 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -3043776.500000 Penalty: 11636.791016
	Iteration 21Q: 3 clusters Score -3043776 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -3043816.250000 Penalty: 11636.791016
	Iteration 22Q: 3 clusters Score -3043816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -3043843.000000 Penalty: 11636.791016
	Iteration 23Q: 3 clusters Score -3043843 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3043864.000000 Penalty: 11636.791016
	Iteration 24Q: 3 clusters Score -3043864 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3043897.500000 Penalty: 11636.791016
	Iteration 25Q: 3 clusters Score -3043898 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3043919.000000 Penalty: 11636.791016
	Iteration 26Q: 3 clusters Score -3043919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -3043935.500000 Penalty: 11636.791016
	Iteration 27Q: 3 clusters Score -3043936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -3043950.000000 Penalty: 11636.791016
	Iteration 28Q: 3 clusters Score -3043950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -3043970.500000 Penalty: 11636.791016
	Iteration 29Q: 3 clusters Score -3043970 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -3043976.500000 Penalty: 11636.791016
	Iteration 30Q: 3 clusters Score -3043976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3043989.250000 Penalty: 11636.791016
	Iteration 31Q: 3 clusters Score -3043989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3043997.750000 Penalty: 11636.791016
	Iteration 32Q: 3 clusters Score -3043998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -3044004.500000 Penalty: 11636.791016
	Iteration 33Q: 3 clusters Score -3044004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -3044015.250000 Penalty: 11636.791016
	Iteration 34Q: 3 clusters Score -3044015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -3044015.500000 Penalty: 11636.791016
	Iteration 35Q: 3 clusters Score -3044016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -3044025.750000 Penalty: 11636.791016
	Iteration 36Q: 3 clusters Score -3044026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3044038.250000 Penalty: 11636.791016
	Iteration 37Q: 3 clusters Score -3044038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -3044035.500000 Penalty: 11636.791016
	Iteration 38Q: 3 clusters Score -3044036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -3044049.750000 Penalty: 11636.791016
	Iteration 39Q: 3 clusters Score -3044050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3044060.000000 Penalty: 11636.791016
	Iteration 40F: 3 clusters Score -3044060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -3044078.000000 Penalty: 11636.791016
	Iteration 41Q: 3 clusters Score -3044078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -3044078.000000 Penalty: 11636.791016
	Iteration 42Q: 3 clusters Score -3044078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3044091.750000 Penalty: 11636.791016
	Iteration 43Q: 3 clusters Score -3044092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3044103.500000 Penalty: 11636.791016
	Iteration 44Q: 3 clusters Score -3044104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -3044101.500000 Penalty: 11636.791016
	Iteration 45Q: 3 clusters Score -3044102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3044112.250000 Penalty: 11636.791016
	Iteration 46Q: 3 clusters Score -3044112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3044108.000000 Penalty: 11636.791016
	Iteration 47Q: 3 clusters Score -3044108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -3044120.500000 Penalty: 11636.791016
	Iteration 48Q: 3 clusters Score -3044120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3044126.750000 Penalty: 11636.791016
	Iteration 49Q: 3 clusters Score -3044127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -3044129.250000 Penalty: 11636.791016
	Iteration 50Q: 3 clusters Score -3044129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3044134.750000 Penalty: 11636.791016
	Iteration 51Q: 3 clusters Score -3044135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3044138.000000 Penalty: 11636.791016
	Iteration 52Q: 3 clusters Score -3044138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -3044144.500000 Penalty: 11636.791016
	Iteration 53Q: 3 clusters Score -3044144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3044148.500000 Penalty: 11636.791016
	Iteration 54Q: 3 clusters Score -3044148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3044148.750000 Penalty: 11636.791016
	Iteration 55Q: 3 clusters Score -3044149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -3044148.500000 Penalty: 11636.791016
	Iteration 56Q: 3 clusters Score -3044148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -3044153.500000 Penalty: 11636.791016
	Iteration 57Q: 3 clusters Score -3044154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -3044156.000000 Penalty: 11636.791016
	Iteration 58Q: 3 clusters Score -3044156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -3044163.750000 Penalty: 11636.791016
	Iteration 59Q: 3 clusters Score -3044164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3044166.250000 Penalty: 11636.791016
	Iteration 60F: 3 clusters Score -3044166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3044171.500000 Penalty: 11636.791016
	Iteration 61Q: 3 clusters Score -3044172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -3044175.750000 Penalty: 11636.791016
	Iteration 62Q: 3 clusters Score -3044176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -3044177.250000 Penalty: 11636.791016
	Iteration 63Q: 3 clusters Score -3044177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -3044180.750000 Penalty: 11636.791016
	Iteration 64Q: 3 clusters Score -3044181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3044180.750000 Penalty: 11636.791016
	Iteration 65Q: 3 clusters Score -3044181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -3044181.500000 Penalty: 11636.791016
	Iteration 66Q: 3 clusters Score -3044182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3044182.500000 Penalty: 11636.791016
	Iteration 67Q: 3 clusters Score -3044182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3044183.500000 Penalty: 11636.791016
	Iteration 68Q: 3 clusters Score -3044184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3044183.500000 Penalty: 11636.791016
	Iteration 69F: 3 clusters Score -3044184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Entering Unmasked Estep 
Score: -6439619.000000 Penalty: 6268.421387
	Iteration 0F: 2 clusters Score -6439619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -6418237.000000 Penalty: 12536.842773
	Iteration 0F: 3 clusters Score -6418237 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -6424395.000000 Penalty: 12536.842773
	Iteration 1F: 3 clusters Score -6424395 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -6425116.000000 Penalty: 12536.842773
	Iteration 2F: 3 clusters Score -6425116 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -6425614.500000 Penalty: 12536.842773
	Iteration 3Q: 3 clusters Score -6425614 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -6426038.000000 Penalty: 12536.842773
	Iteration 4Q: 3 clusters Score -6426038 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -6426369.000000 Penalty: 12536.842773
	Iteration 5Q: 3 clusters Score -6426369 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -6426691.000000 Penalty: 12536.842773
	Iteration 6Q: 3 clusters Score -6426691 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -6426980.000000 Penalty: 12536.842773
	Iteration 7Q: 3 clusters Score -6426980 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -6427249.500000 Penalty: 12536.842773
	Iteration 8Q: 3 clusters Score -6427250 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -6427483.500000 Penalty: 12536.842773
	Iteration 9Q: 3 clusters Score -6427484 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -6427789.500000 Penalty: 12536.842773
	Iteration 10Q: 3 clusters Score -6427790 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -6428146.500000 Penalty: 12536.842773
	Iteration 11Q: 3 clusters Score -6428146 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -6428504.000000 Penalty: 12536.842773
	Iteration 12Q: 3 clusters Score -6428504 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -6428935.000000 Penalty: 12536.842773
	Iteration 13Q: 3 clusters Score -6428935 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -6429374.500000 Penalty: 12536.842773
	Iteration 14Q: 3 clusters Score -6429374 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -6429842.000000 Penalty: 12536.842773
	Iteration 15Q: 3 clusters Score -6429842 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -6430267.000000 Penalty: 12536.842773
	Iteration 16Q: 3 clusters Score -6430267 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -6430698.500000 Penalty: 12536.842773
	Iteration 17Q: 3 clusters Score -6430698 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -6431147.000000 Penalty: 12536.842773
	Iteration 18Q: 3 clusters Score -6431147 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -6431541.000000 Penalty: 12536.842773
	Iteration 19Q: 3 clusters Score -6431541 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -6431918.000000 Penalty: 12536.842773
	Iteration 20F: 3 clusters Score -6431918 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -6432239.000000 Penalty: 12536.842773
	Iteration 21Q: 3 clusters Score -6432239 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -6432504.500000 Penalty: 12536.842773
	Iteration 22Q: 3 clusters Score -6432504 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -6432738.500000 Penalty: 12536.842773
	Iteration 23Q: 3 clusters Score -6432738 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -6432937.500000 Penalty: 12536.842773
	Iteration 24Q: 3 clusters Score -6432938 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -6433076.500000 Penalty: 12536.842773
	Iteration 25Q: 3 clusters Score -6433076 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -6433186.500000 Penalty: 12536.842773
	Iteration 26Q: 3 clusters Score -6433186 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -6433302.000000 Penalty: 12536.842773
	Iteration 27Q: 3 clusters Score -6433302 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -6433386.000000 Penalty: 12536.842773
	Iteration 28Q: 3 clusters Score -6433386 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -6433434.000000 Penalty: 12536.842773
	Iteration 29Q: 3 clusters Score -6433434 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -6433506.000000 Penalty: 12536.842773
	Iteration 30Q: 3 clusters Score -6433506 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -6433595.500000 Penalty: 12536.842773
	Iteration 31Q: 3 clusters Score -6433596 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -6433650.000000 Penalty: 12536.842773
	Iteration 32Q: 3 clusters Score -6433650 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -6433690.500000 Penalty: 12536.842773
	Iteration 33Q: 3 clusters Score -6433690 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -6433758.000000 Penalty: 12536.842773
	Iteration 34Q: 3 clusters Score -6433758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6433792.000000 Penalty: 12536.842773
	Iteration 35Q: 3 clusters Score -6433792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -6433816.000000 Penalty: 12536.842773
	Iteration 36Q: 3 clusters Score -6433816 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -6433853.000000 Penalty: 12536.842773
	Iteration 37Q: 3 clusters Score -6433853 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -6433873.500000 Penalty: 12536.842773
	Iteration 38Q: 3 clusters Score -6433874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6433901.500000 Penalty: 12536.842773
	Iteration 39Q: 3 clusters Score -6433902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6433925.500000 Penalty: 12536.842773
	Iteration 40F: 3 clusters Score -6433926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -6433935.500000 Penalty: 12536.842773
	Iteration 41Q: 3 clusters Score -6433936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6433956.000000 Penalty: 12536.842773
	Iteration 42Q: 3 clusters Score -6433956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6433965.500000 Penalty: 12536.842773
	Iteration 43Q: 3 clusters Score -6433966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -6433970.000000 Penalty: 12536.842773
	Iteration 44Q: 3 clusters Score -6433970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6433983.000000 Penalty: 12536.842773
	Iteration 45Q: 3 clusters Score -6433983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -6433980.000000 Penalty: 12536.842773
	Iteration 46Q: 3 clusters Score -6433980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6434000.500000 Penalty: 12536.842773
	Iteration 47Q: 3 clusters Score -6434000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6434015.500000 Penalty: 12536.842773
	Iteration 48Q: 3 clusters Score -6434016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6434020.000000 Penalty: 12536.842773
	Iteration 49Q: 3 clusters Score -6434020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6434028.500000 Penalty: 12536.842773
	Iteration 50Q: 3 clusters Score -6434028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6434035.500000 Penalty: 12536.842773
	Iteration 51Q: 3 clusters Score -6434036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6434037.500000 Penalty: 12536.842773
	Iteration 52Q: 3 clusters Score -6434038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6434041.500000 Penalty: 12536.842773
	Iteration 53Q: 3 clusters Score -6434042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6434051.500000 Penalty: 12536.842773
	Iteration 54Q: 3 clusters Score -6434052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6434049.500000 Penalty: 12536.842773
	Iteration 55Q: 3 clusters Score -6434050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6434047.500000 Penalty: 12536.842773
	Iteration 56Q: 3 clusters Score -6434048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6434052.500000 Penalty: 12536.842773
	Iteration 57Q: 3 clusters Score -6434052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6434055.500000 Penalty: 12536.842773
	Iteration 58Q: 3 clusters Score -6434056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6434057.000000 Penalty: 12536.842773
	Iteration 59Q: 3 clusters Score -6434057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6434059.000000 Penalty: 12536.842773
	Iteration 60F: 3 clusters Score -6434059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6434053.500000 Penalty: 12536.842773
	Iteration 61Q: 3 clusters Score -6434054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6434064.000000 Penalty: 12536.842773
	Iteration 62Q: 3 clusters Score -6434064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6434070.500000 Penalty: 12536.842773
	Iteration 63Q: 3 clusters Score -6434070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6434073.500000 Penalty: 12536.842773
	Iteration 64Q: 3 clusters Score -6434074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6434086.500000 Penalty: 12536.842773
	Iteration 65Q: 3 clusters Score -6434086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6434080.000000 Penalty: 12536.842773
	Iteration 66Q: 3 clusters Score -6434080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6434072.500000 Penalty: 12536.842773
	Iteration 67Q: 3 clusters Score -6434072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6434084.500000 Penalty: 12536.842773
	Iteration 68Q: 3 clusters Score -6434084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6434092.000000 Penalty: 12536.842773
	Iteration 69Q: 3 clusters Score -6434092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6434087.000000 Penalty: 12536.842773
	Iteration 70Q: 3 clusters Score -6434087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6434089.000000 Penalty: 12536.842773
	Iteration 71Q: 3 clusters Score -6434089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6434089.500000 Penalty: 12536.842773
	Iteration 72Q: 3 clusters Score -6434090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6434089.500000 Penalty: 12536.842773
	Iteration 73F: 3 clusters Score -6434090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Entering Unmasked Estep 
Score: -6671045.500000 Penalty: 6310.896973
	Iteration 0F: 2 clusters Score -6671046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -6648209.500000 Penalty: 12621.793945
	Iteration 0F: 3 clusters Score -6648210 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -6655123.500000 Penalty: 12621.793945
	Iteration 1F: 3 clusters Score -6655124 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -6656051.500000 Penalty: 12621.793945
	Iteration 2F: 3 clusters Score -6656052 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -6657013.500000 Penalty: 12621.793945
	Iteration 3F: 3 clusters Score -6657014 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -6657868.000000 Penalty: 12621.793945
	Iteration 4Q: 3 clusters Score -6657868 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -6658708.500000 Penalty: 12621.793945
	Iteration 5Q: 3 clusters Score -6658708 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -6659470.000000 Penalty: 12621.793945
	Iteration 6Q: 3 clusters Score -6659470 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -6660192.000000 Penalty: 12621.793945
	Iteration 7Q: 3 clusters Score -6660192 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -6660803.500000 Penalty: 12621.793945
	Iteration 8Q: 3 clusters Score -6660804 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -6661368.000000 Penalty: 12621.793945
	Iteration 9Q: 3 clusters Score -6661368 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -6661914.500000 Penalty: 12621.793945
	Iteration 10Q: 3 clusters Score -6661914 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -6662426.500000 Penalty: 12621.793945
	Iteration 11Q: 3 clusters Score -6662426 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -6662892.500000 Penalty: 12621.793945
	Iteration 12Q: 3 clusters Score -6662892 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -6663304.500000 Penalty: 12621.793945
	Iteration 13Q: 3 clusters Score -6663304 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -6663684.000000 Penalty: 12621.793945
	Iteration 14Q: 3 clusters Score -6663684 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -6664019.000000 Penalty: 12621.793945
	Iteration 15Q: 3 clusters Score -6664019 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -6664323.500000 Penalty: 12621.793945
	Iteration 16Q: 3 clusters Score -6664324 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -6664531.000000 Penalty: 12621.793945
	Iteration 17Q: 3 clusters Score -6664531 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -6664694.000000 Penalty: 12621.793945
	Iteration 18Q: 3 clusters Score -6664694 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -6664834.000000 Penalty: 12621.793945
	Iteration 19Q: 3 clusters Score -6664834 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -6664982.500000 Penalty: 12621.793945
	Iteration 20F: 3 clusters Score -6664982 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -6665129.000000 Penalty: 12621.793945
	Iteration 21Q: 3 clusters Score -6665129 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -6665274.500000 Penalty: 12621.793945
	Iteration 22Q: 3 clusters Score -6665274 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -6665408.500000 Penalty: 12621.793945
	Iteration 23Q: 3 clusters Score -6665408 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -6665565.000000 Penalty: 12621.793945
	Iteration 24Q: 3 clusters Score -6665565 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -6665655.000000 Penalty: 12621.793945
	Iteration 25Q: 3 clusters Score -6665655 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -6665753.500000 Penalty: 12621.793945
	Iteration 26Q: 3 clusters Score -6665754 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -6665881.000000 Penalty: 12621.793945
	Iteration 27Q: 3 clusters Score -6665881 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -6666066.000000 Penalty: 12621.793945
	Iteration 28Q: 3 clusters Score -6666066 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -6666360.500000 Penalty: 12621.793945
	Iteration 29Q: 3 clusters Score -6666360 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -6666651.000000 Penalty: 12621.793945
	Iteration 30Q: 3 clusters Score -6666651 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -6666823.500000 Penalty: 12621.793945
	Iteration 31Q: 3 clusters Score -6666824 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -6666893.500000 Penalty: 12621.793945
	Iteration 32Q: 3 clusters Score -6666894 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6666963.000000 Penalty: 12621.793945
	Iteration 33Q: 3 clusters Score -6666963 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6667003.000000 Penalty: 12621.793945
	Iteration 34Q: 3 clusters Score -6667003 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -6667012.000000 Penalty: 12621.793945
	Iteration 35Q: 3 clusters Score -6667012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -6667026.500000 Penalty: 12621.793945
	Iteration 36Q: 3 clusters Score -6667026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6667052.000000 Penalty: 12621.793945
	Iteration 37Q: 3 clusters Score -6667052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6667053.000000 Penalty: 12621.793945
	Iteration 38Q: 3 clusters Score -6667053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -6667074.000000 Penalty: 12621.793945
	Iteration 39Q: 3 clusters Score -6667074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -6667075.500000 Penalty: 12621.793945
	Iteration 40F: 3 clusters Score -6667076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6667071.000000 Penalty: 12621.793945
	Iteration 41Q: 3 clusters Score -6667071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -6667070.500000 Penalty: 12621.793945
	Iteration 42Q: 3 clusters Score -6667070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6667071.500000 Penalty: 12621.793945
	Iteration 43Q: 3 clusters Score -6667072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -6667088.000000 Penalty: 12621.793945
	Iteration 44Q: 3 clusters Score -6667088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -6667084.500000 Penalty: 12621.793945
	Iteration 45Q: 3 clusters Score -6667084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6667093.500000 Penalty: 12621.793945
	Iteration 46Q: 3 clusters Score -6667094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -6667089.500000 Penalty: 12621.793945
	Iteration 47Q: 3 clusters Score -6667090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -6667091.500000 Penalty: 12621.793945
	Iteration 48Q: 3 clusters Score -6667092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -6667095.500000 Penalty: 12621.793945
	Iteration 49Q: 3 clusters Score -6667096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -6667091.500000 Penalty: 12621.793945
	Iteration 50Q: 3 clusters Score -6667092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -6667087.500000 Penalty: 12621.793945
	Iteration 51Q: 3 clusters Score -6667088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -6667087.500000 Penalty: 12621.793945
	Iteration 52F: 3 clusters Score -6667088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (170318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170318 members 
Entering Unmasked Estep 
Score: -38533344.000000 Penalty: 7377.821289
	Iteration 0F: 2 clusters Score -3.853334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85340 members 
Mstep: Class 2 contains 84978 members 
Entering Unmasked Estep 
Score: -38418404.000000 Penalty: 14755.642578
	Iteration 0F: 3 clusters Score -3.84184e+07 nChanged 79935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86257 members 
Mstep: Class 2 contains 84061 members 
Entering Unmasked Estep 
Score: -38463288.000000 Penalty: 14755.642578
	Iteration 1F: 3 clusters Score -3.846329e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86850 members 
Mstep: Class 2 contains 83468 members 
Entering Unmasked Estep 
Score: -38464712.000000 Penalty: 14755.642578
	Iteration 2Q: 3 clusters Score -3.846471e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87617 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -38466020.000000 Penalty: 14755.642578
	Iteration 3Q: 3 clusters Score -3.846602e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88857 members 
Mstep: Class 2 contains 81461 members 
Entering Unmasked Estep 
Score: -38467180.000000 Penalty: 14755.642578
	Iteration 4Q: 3 clusters Score -3.846718e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90502 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -38468380.000000 Penalty: 14755.642578
	Iteration 5Q: 3 clusters Score -3.846838e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92913 members 
Mstep: Class 2 contains 77405 members 
Entering Unmasked Estep 
Score: -38470180.000000 Penalty: 14755.642578
	Iteration 6Q: 3 clusters Score -3.847018e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96355 members 
Mstep: Class 2 contains 73963 members 
Entering Unmasked Estep 
Score: -38472360.000000 Penalty: 14755.642578
	Iteration 7Q: 3 clusters Score -3.847236e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101027 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -38475136.000000 Penalty: 14755.642578
	Iteration 8Q: 3 clusters Score -3.847514e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107231 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -38478424.000000 Penalty: 14755.642578
	Iteration 9Q: 3 clusters Score -3.847842e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115162 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -38483104.000000 Penalty: 14755.642578
	Iteration 10F: 3 clusters Score -3.84831e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124879 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -38488936.000000 Penalty: 14755.642578
	Iteration 11F: 3 clusters Score -3.848894e+07 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136104 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -38497156.000000 Penalty: 14755.642578
	Iteration 12F: 3 clusters Score -3.849716e+07 nChanged 11421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147507 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -38506688.000000 Penalty: 14755.642578
	Iteration 13F: 3 clusters Score -3.850669e+07 nChanged 9734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157235 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -38515428.000000 Penalty: 14755.642578
	Iteration 14F: 3 clusters Score -3.851543e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163913 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -38521336.000000 Penalty: 14755.642578
	Iteration 15Q: 3 clusters Score -3.852134e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167353 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -38524452.000000 Penalty: 14755.642578
	Iteration 16Q: 3 clusters Score -3.852445e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168709 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -38525800.000000 Penalty: 14755.642578
	Iteration 17Q: 3 clusters Score -3.85258e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169221 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -38526352.000000 Penalty: 14755.642578
	Iteration 18Q: 3 clusters Score -3.852635e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169408 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -38526596.000000 Penalty: 14755.642578
	Iteration 19Q: 3 clusters Score -3.85266e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169495 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -38526724.000000 Penalty: 14755.642578
	Iteration 20F: 3 clusters Score -3.852672e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169540 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -38526752.000000 Penalty: 14755.642578
	Iteration 21Q: 3 clusters Score -3.852675e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169567 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -38526768.000000 Penalty: 14755.642578
	Iteration 22Q: 3 clusters Score -3.852677e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169583 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -38526836.000000 Penalty: 14755.642578
	Iteration 23Q: 3 clusters Score -3.852684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169594 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -38526828.000000 Penalty: 14755.642578
	Iteration 24Q: 3 clusters Score -3.852683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169610 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -38526856.000000 Penalty: 14755.642578
	Iteration 25Q: 3 clusters Score -3.852686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169614 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -38526892.000000 Penalty: 14755.642578
	Iteration 26Q: 3 clusters Score -3.852689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169618 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -38526888.000000 Penalty: 14755.642578
	Iteration 27Q: 3 clusters Score -3.852689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169622 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -38526916.000000 Penalty: 14755.642578
	Iteration 28Q: 3 clusters Score -3.852692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169624 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -38526900.000000 Penalty: 14755.642578
	Iteration 29Q: 3 clusters Score -3.85269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169625 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -38526908.000000 Penalty: 14755.642578
	Iteration 30Q: 3 clusters Score -3.852691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169626 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -38526920.000000 Penalty: 14755.642578
	Iteration 31Q: 3 clusters Score -3.852692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169627 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -38526908.000000 Penalty: 14755.642578
	Iteration 32Q: 3 clusters Score -3.852691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169628 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -38526896.000000 Penalty: 14755.642578
	Iteration 33Q: 3 clusters Score -3.85269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169630 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -38526904.000000 Penalty: 14755.642578
	Iteration 34Q: 3 clusters Score -3.85269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169630 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -38526912.000000 Penalty: 14755.642578
	Iteration 35Q: 3 clusters Score -3.852691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169632 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -38526944.000000 Penalty: 14755.642578
	Iteration 36Q: 3 clusters Score -3.852694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169634 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -38526940.000000 Penalty: 14755.642578
	Iteration 37Q: 3 clusters Score -3.852694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169638 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -38526924.000000 Penalty: 14755.642578
	Iteration 38Q: 3 clusters Score -3.852692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169639 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -38526928.000000 Penalty: 14755.642578
	Iteration 39Q: 3 clusters Score -3.852693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169638 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -38526936.000000 Penalty: 14755.642578
	Iteration 40F: 3 clusters Score -3.852694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169641 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -38526920.000000 Penalty: 14755.642578
	Iteration 41Q: 3 clusters Score -3.852692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169645 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -38526944.000000 Penalty: 14755.642578
	Iteration 42Q: 3 clusters Score -3.852694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169645 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -38526952.000000 Penalty: 14755.642578
	Iteration 43Q: 3 clusters Score -3.852695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169648 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -38526964.000000 Penalty: 14755.642578
	Iteration 44Q: 3 clusters Score -3.852696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169647 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -38526972.000000 Penalty: 14755.642578
	Iteration 45Q: 3 clusters Score -3.852697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169647 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -38526972.000000 Penalty: 14755.642578
	Iteration 46F: 3 clusters Score -3.852697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Entering Unmasked Estep 
Score: -1703708.875000 Penalty: 5458.146973
	Iteration 0F: 2 clusters Score -1703709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1695100.250000 Penalty: 10916.293945
	Iteration 0F: 3 clusters Score -1695100 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1696637.375000 Penalty: 10916.293945
	Iteration 1F: 3 clusters Score -1696637 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1697000.750000 Penalty: 10916.293945
	Iteration 2F: 3 clusters Score -1697001 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1697210.375000 Penalty: 10916.293945
	Iteration 3Q: 3 clusters Score -1697210 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1697347.000000 Penalty: 10916.293945
	Iteration 4Q: 3 clusters Score -1697347 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1697448.375000 Penalty: 10916.293945
	Iteration 5Q: 3 clusters Score -1697448 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1697508.125000 Penalty: 10916.293945
	Iteration 6Q: 3 clusters Score -1697508 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1697560.625000 Penalty: 10916.293945
	Iteration 7Q: 3 clusters Score -1697561 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1697598.500000 Penalty: 10916.293945
	Iteration 8Q: 3 clusters Score -1697598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1697640.500000 Penalty: 10916.293945
	Iteration 9Q: 3 clusters Score -1697640 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1697668.500000 Penalty: 10916.293945
	Iteration 10Q: 3 clusters Score -1697668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1697704.500000 Penalty: 10916.293945
	Iteration 11Q: 3 clusters Score -1697704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1697736.750000 Penalty: 10916.293945
	Iteration 12Q: 3 clusters Score -1697737 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1697758.750000 Penalty: 10916.293945
	Iteration 13Q: 3 clusters Score -1697759 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1697783.375000 Penalty: 10916.293945
	Iteration 14Q: 3 clusters Score -1697783 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1697807.500000 Penalty: 10916.293945
	Iteration 15Q: 3 clusters Score -1697808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1697828.625000 Penalty: 10916.293945
	Iteration 16Q: 3 clusters Score -1697829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1697848.625000 Penalty: 10916.293945
	Iteration 17Q: 3 clusters Score -1697849 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1697867.125000 Penalty: 10916.293945
	Iteration 18Q: 3 clusters Score -1697867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1697879.750000 Penalty: 10916.293945
	Iteration 19Q: 3 clusters Score -1697880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1697891.750000 Penalty: 10916.293945
	Iteration 20F: 3 clusters Score -1697892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1697904.625000 Penalty: 10916.293945
	Iteration 21Q: 3 clusters Score -1697905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1697915.875000 Penalty: 10916.293945
	Iteration 22Q: 3 clusters Score -1697916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1697922.250000 Penalty: 10916.293945
	Iteration 23Q: 3 clusters Score -1697922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1697935.875000 Penalty: 10916.293945
	Iteration 24Q: 3 clusters Score -1697936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1697943.000000 Penalty: 10916.293945
	Iteration 25Q: 3 clusters Score -1697943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1697947.250000 Penalty: 10916.293945
	Iteration 26Q: 3 clusters Score -1697947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1697951.750000 Penalty: 10916.293945
	Iteration 27Q: 3 clusters Score -1697952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1697955.000000 Penalty: 10916.293945
	Iteration 28Q: 3 clusters Score -1697955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1697962.500000 Penalty: 10916.293945
	Iteration 29Q: 3 clusters Score -1697962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1697963.625000 Penalty: 10916.293945
	Iteration 30Q: 3 clusters Score -1697964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1697971.125000 Penalty: 10916.293945
	Iteration 31Q: 3 clusters Score -1697971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1697975.500000 Penalty: 10916.293945
	Iteration 32Q: 3 clusters Score -1697976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1697983.125000 Penalty: 10916.293945
	Iteration 33Q: 3 clusters Score -1697983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1697988.250000 Penalty: 10916.293945
	Iteration 34Q: 3 clusters Score -1697988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1697990.125000 Penalty: 10916.293945
	Iteration 35Q: 3 clusters Score -1697990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1697990.125000 Penalty: 10916.293945
	Iteration 36Q: 3 clusters Score -1697990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1697992.125000 Penalty: 10916.293945
	Iteration 37Q: 3 clusters Score -1697992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1697992.625000 Penalty: 10916.293945
	Iteration 38Q: 3 clusters Score -1697993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1697991.625000 Penalty: 10916.293945
	Iteration 39Q: 3 clusters Score -1697992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1697992.250000 Penalty: 10916.293945
	Iteration 40F: 3 clusters Score -1697992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1697992.125000 Penalty: 10916.293945
	Iteration 41Q: 3 clusters Score -1697992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1697994.000000 Penalty: 10916.293945
	Iteration 42Q: 3 clusters Score -1697994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1697995.750000 Penalty: 10916.293945
	Iteration 43Q: 3 clusters Score -1697996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1697995.375000 Penalty: 10916.293945
	Iteration 44Q: 3 clusters Score -1697995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1697997.000000 Penalty: 10916.293945
	Iteration 45Q: 3 clusters Score -1697997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1697999.875000 Penalty: 10916.293945
	Iteration 46Q: 3 clusters Score -1698000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1698002.250000 Penalty: 10916.293945
	Iteration 47Q: 3 clusters Score -1698002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1698002.500000 Penalty: 10916.293945
	Iteration 48Q: 3 clusters Score -1698002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1698005.375000 Penalty: 10916.293945
	Iteration 49Q: 3 clusters Score -1698005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1698005.750000 Penalty: 10916.293945
	Iteration 50Q: 3 clusters Score -1698006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1698007.250000 Penalty: 10916.293945
	Iteration 51Q: 3 clusters Score -1698007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1698005.625000 Penalty: 10916.293945
	Iteration 52Q: 3 clusters Score -1698006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1698013.250000 Penalty: 10916.293945
	Iteration 53Q: 3 clusters Score -1698013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1698012.375000 Penalty: 10916.293945
	Iteration 54Q: 3 clusters Score -1698012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1698013.750000 Penalty: 10916.293945
	Iteration 55Q: 3 clusters Score -1698014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1698012.125000 Penalty: 10916.293945
	Iteration 56Q: 3 clusters Score -1698012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1698012.250000 Penalty: 10916.293945
	Iteration 57Q: 3 clusters Score -1698012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1698016.375000 Penalty: 10916.293945
	Iteration 58Q: 3 clusters Score -1698016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1698016.500000 Penalty: 10916.293945
	Iteration 59Q: 3 clusters Score -1698016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1698021.125000 Penalty: 10916.293945
	Iteration 60F: 3 clusters Score -1698021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1698020.625000 Penalty: 10916.293945
	Iteration 61Q: 3 clusters Score -1698021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1698019.875000 Penalty: 10916.293945
	Iteration 62Q: 3 clusters Score -1698020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1698023.000000 Penalty: 10916.293945
	Iteration 63Q: 3 clusters Score -1698023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1698021.000000 Penalty: 10916.293945
	Iteration 64Q: 3 clusters Score -1698021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1698021.000000 Penalty: 10916.293945
	Iteration 65F: 3 clusters Score -1698021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -263756.093750 Penalty: 4387.442871
	Iteration 0F: 2 clusters Score -263756.1 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 642 members 
Entering Unmasked Estep 
Score: -259646.968750 Penalty: 8774.885742
	Iteration 0F: 3 clusters Score -259647 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -260675.796875 Penalty: 8774.885742
	Iteration 1F: 3 clusters Score -260675.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -261213.593750 Penalty: 8774.885742
	Iteration 2F: 3 clusters Score -261213.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -261571.046875 Penalty: 8774.885742
	Iteration 3F: 3 clusters Score -261571 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -262052.687500 Penalty: 8774.885742
	Iteration 4F: 3 clusters Score -262052.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -262367.250000 Penalty: 8774.885742
	Iteration 5Q: 3 clusters Score -262367.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -262559.093750 Penalty: 8774.885742
	Iteration 6Q: 3 clusters Score -262559.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -262724.125000 Penalty: 8774.885742
	Iteration 7Q: 3 clusters Score -262724.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -262911.968750 Penalty: 8774.885742
	Iteration 8Q: 3 clusters Score -262912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -263184.906250 Penalty: 8774.885742
	Iteration 9Q: 3 clusters Score -263184.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -263482.500000 Penalty: 8774.885742
	Iteration 10Q: 3 clusters Score -263482.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -264069.968750 Penalty: 8774.885742
	Iteration 11Q: 3 clusters Score -264070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -264435.343750 Penalty: 8774.885742
	Iteration 12Q: 3 clusters Score -264435.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -264442.656250 Penalty: 8774.885742
	Iteration 13Q: 3 clusters Score -264442.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -264445.906250 Penalty: 8774.885742
	Iteration 14Q: 3 clusters Score -264445.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -264445.906250 Penalty: 8774.885742
	Iteration 15F: 3 clusters Score -264445.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 3481 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13352 members 
Mstep: Class 6 contains 27838 members 
Mstep: Class 7 contains 29837 members 
Mstep: Class 8 contains 170318 members 
Mstep: Class 9 contains 7415 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37294 members 
Mstep: Class 13 contains 5634 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11755 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36303 members 
Mstep: Class 19 contains 20774 members 
Mstep: Class 20 contains 124390 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 9980 members 
Mstep: Class 26 contains 386 members 
Mstep: Class 27 contains 531 members 
Entering Unmasked Estep 
Score: -138284016.000000 Penalty: 220472.718750
Splitting cluster 10 changes total score from -138287008.000000 to -138284016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -81679.085938 Penalty: 3840.980469
	Iteration 0F: 2 clusters Score -81679.09 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 277 members 
Entering Unmasked Estep 
Score: -78363.453125 Penalty: 7681.960938
	Iteration 0F: 3 clusters Score -78363.45 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78686.656250 Penalty: 7681.960938
	Iteration 1F: 3 clusters Score -78686.66 nChanged 28
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: -78892.789062 Penalty: 7681.960938
	Iteration 2F: 3 clusters Score -78892.79 nChanged 18
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: -79086.304688 Penalty: 7681.960938
	Iteration 3Q: 3 clusters Score -79086.3 nChanged 13
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: -79238.984375 Penalty: 7681.960938
	Iteration 4Q: 3 clusters Score -79238.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -79362.250000 Penalty: 7681.960938
	Iteration 5Q: 3 clusters Score -79362.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -79463.023438 Penalty: 7681.960938
	Iteration 6Q: 3 clusters Score -79463.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -79578.500000 Penalty: 7681.960938
	Iteration 7Q: 3 clusters Score -79578.5 nChanged 14
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: -79679.820312 Penalty: 7681.960938
	Iteration 8Q: 3 clusters Score -79679.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -79723.406250 Penalty: 7681.960938
	Iteration 9Q: 3 clusters Score -79723.41 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: -79752.851562 Penalty: 7681.960938
	Iteration 10Q: 3 clusters Score -79752.85 nChanged 5
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: -79830.304688 Penalty: 7681.960938
	Iteration 11Q: 3 clusters Score -79830.3 nChanged 3
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: -79846.335938 Penalty: 7681.960938
	Iteration 12Q: 3 clusters Score -79846.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -79892.343750 Penalty: 7681.960938
	Iteration 13Q: 3 clusters Score -79892.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -79924.750000 Penalty: 7681.960938
	Iteration 14Q: 3 clusters Score -79924.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -79939.296875 Penalty: 7681.960938
	Iteration 15Q: 3 clusters Score -79939.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -79944.382812 Penalty: 7681.960938
	Iteration 16F: 3 clusters Score -79944.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -79965.414062 Penalty: 7681.960938
	Iteration 17Q: 3 clusters Score -79965.41 nChanged 2
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: -79975.695312 Penalty: 7681.960938
	Iteration 18Q: 3 clusters Score -79975.7 nChanged 2
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: -79996.203125 Penalty: 7681.960938
	Iteration 19Q: 3 clusters Score -79996.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -80013.921875 Penalty: 7681.960938
	Iteration 20F: 3 clusters Score -80013.92 nChanged 1
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: -80020.523438 Penalty: 7681.960938
	Iteration 21Q: 3 clusters Score -80020.52 nChanged 2
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: -80053.914062 Penalty: 7681.960938
	Iteration 22Q: 3 clusters Score -80053.91 nChanged 2
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: -80089.437500 Penalty: 7681.960938
	Iteration 23Q: 3 clusters Score -80089.44 nChanged 2
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: -80108.265625 Penalty: 7681.960938
	Iteration 24Q: 3 clusters Score -80108.27 nChanged 0
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: -80108.265625 Penalty: 7681.960938
	Iteration 25F: 3 clusters Score -80108.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Entering Unmasked Estep 
Score: -8499445.000000 Penalty: 6447.534668
	Iteration 0F: 2 clusters Score -8499445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -8471918.000000 Penalty: 12895.069336
	Iteration 0F: 3 clusters Score -8471918 nChanged 16012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -8480390.000000 Penalty: 12895.069336
	Iteration 1F: 3 clusters Score -8480390 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -8481153.000000 Penalty: 12895.069336
	Iteration 2F: 3 clusters Score -8481153 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -8481749.000000 Penalty: 12895.069336
	Iteration 3Q: 3 clusters Score -8481749 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -8482224.000000 Penalty: 12895.069336
	Iteration 4Q: 3 clusters Score -8482224 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -8482552.000000 Penalty: 12895.069336
	Iteration 5Q: 3 clusters Score -8482552 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -8482905.000000 Penalty: 12895.069336
	Iteration 6Q: 3 clusters Score -8482905 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -8483239.000000 Penalty: 12895.069336
	Iteration 7Q: 3 clusters Score -8483239 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -8483642.000000 Penalty: 12895.069336
	Iteration 8Q: 3 clusters Score -8483642 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -8484084.000000 Penalty: 12895.069336
	Iteration 9Q: 3 clusters Score -8484084 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -8484504.000000 Penalty: 12895.069336
	Iteration 10Q: 3 clusters Score -8484504 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -8484909.000000 Penalty: 12895.069336
	Iteration 11Q: 3 clusters Score -8484909 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -8485466.000000 Penalty: 12895.069336
	Iteration 12Q: 3 clusters Score -8485466 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -8486091.000000 Penalty: 12895.069336
	Iteration 13Q: 3 clusters Score -8486091 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -8486712.000000 Penalty: 12895.069336
	Iteration 14Q: 3 clusters Score -8486712 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -8487337.000000 Penalty: 12895.069336
	Iteration 15Q: 3 clusters Score -8487337 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -8488022.000000 Penalty: 12895.069336
	Iteration 16Q: 3 clusters Score -8488022 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -8488666.000000 Penalty: 12895.069336
	Iteration 17Q: 3 clusters Score -8488666 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -8489270.000000 Penalty: 12895.069336
	Iteration 18Q: 3 clusters Score -8489270 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -8489951.000000 Penalty: 12895.069336
	Iteration 19Q: 3 clusters Score -8489951 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -8490615.000000 Penalty: 12895.069336
	Iteration 20F: 3 clusters Score -8490615 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -8491192.000000 Penalty: 12895.069336
	Iteration 21Q: 3 clusters Score -8491192 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -8491717.000000 Penalty: 12895.069336
	Iteration 22Q: 3 clusters Score -8491717 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -8492258.000000 Penalty: 12895.069336
	Iteration 23Q: 3 clusters Score -8492258 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -8492684.000000 Penalty: 12895.069336
	Iteration 24Q: 3 clusters Score -8492684 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -8493034.000000 Penalty: 12895.069336
	Iteration 25Q: 3 clusters Score -8493034 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -8493309.000000 Penalty: 12895.069336
	Iteration 26Q: 3 clusters Score -8493309 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -8493552.000000 Penalty: 12895.069336
	Iteration 27Q: 3 clusters Score -8493552 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8493708.000000 Penalty: 12895.069336
	Iteration 28Q: 3 clusters Score -8493708 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8493855.000000 Penalty: 12895.069336
	Iteration 29Q: 3 clusters Score -8493855 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -8493944.000000 Penalty: 12895.069336
	Iteration 30Q: 3 clusters Score -8493944 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -8494002.000000 Penalty: 12895.069336
	Iteration 31Q: 3 clusters Score -8494002 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -8494053.000000 Penalty: 12895.069336
	Iteration 32Q: 3 clusters Score -8494053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8494075.000000 Penalty: 12895.069336
	Iteration 33Q: 3 clusters Score -8494075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8494109.000000 Penalty: 12895.069336
	Iteration 34Q: 3 clusters Score -8494109 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8494122.000000 Penalty: 12895.069336
	Iteration 35Q: 3 clusters Score -8494122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8494141.000000 Penalty: 12895.069336
	Iteration 36Q: 3 clusters Score -8494141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8494148.000000 Penalty: 12895.069336
	Iteration 37Q: 3 clusters Score -8494148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8494149.000000 Penalty: 12895.069336
	Iteration 38Q: 3 clusters Score -8494149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8494157.000000 Penalty: 12895.069336
	Iteration 39Q: 3 clusters Score -8494157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8494174.000000 Penalty: 12895.069336
	Iteration 40F: 3 clusters Score -8494174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8494179.000000 Penalty: 12895.069336
	Iteration 41Q: 3 clusters Score -8494179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8494177.000000 Penalty: 12895.069336
	Iteration 42Q: 3 clusters Score -8494177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8494182.000000 Penalty: 12895.069336
	Iteration 43Q: 3 clusters Score -8494182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8494190.000000 Penalty: 12895.069336
	Iteration 44Q: 3 clusters Score -8494190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -8494193.000000 Penalty: 12895.069336
	Iteration 45Q: 3 clusters Score -8494193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8494193.000000 Penalty: 12895.069336
	Iteration 46Q: 3 clusters Score -8494193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8494198.000000 Penalty: 12895.069336
	Iteration 47Q: 3 clusters Score -8494198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8494207.000000 Penalty: 12895.069336
	Iteration 48Q: 3 clusters Score -8494207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8494209.000000 Penalty: 12895.069336
	Iteration 49Q: 3 clusters Score -8494209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8494208.000000 Penalty: 12895.069336
	Iteration 50Q: 3 clusters Score -8494208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8494211.000000 Penalty: 12895.069336
	Iteration 51Q: 3 clusters Score -8494211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8494217.000000 Penalty: 12895.069336
	Iteration 52Q: 3 clusters Score -8494217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8494224.000000 Penalty: 12895.069336
	Iteration 53Q: 3 clusters Score -8494224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8494217.000000 Penalty: 12895.069336
	Iteration 54Q: 3 clusters Score -8494217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -8494219.000000 Penalty: 12895.069336
	Iteration 55Q: 3 clusters Score -8494219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -8494219.000000 Penalty: 12895.069336
	Iteration 56Q: 3 clusters Score -8494219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8494228.000000 Penalty: 12895.069336
	Iteration 57Q: 3 clusters Score -8494228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8494225.000000 Penalty: 12895.069336
	Iteration 58Q: 3 clusters Score -8494225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -8494228.000000 Penalty: 12895.069336
	Iteration 59Q: 3 clusters Score -8494228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -8494228.000000 Penalty: 12895.069336
	Iteration 60F: 3 clusters Score -8494228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Entering Unmasked Estep 
Score: -1243201.000000 Penalty: 5289.901855
	Iteration 0F: 2 clusters Score -1243201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1235730.000000 Penalty: 10579.803711
	Iteration 0F: 3 clusters Score -1235730 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1237195.750000 Penalty: 10579.803711
	Iteration 1F: 3 clusters Score -1237196 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1237749.125000 Penalty: 10579.803711
	Iteration 2F: 3 clusters Score -1237749 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1238260.750000 Penalty: 10579.803711
	Iteration 3F: 3 clusters Score -1238261 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1238618.125000 Penalty: 10579.803711
	Iteration 4F: 3 clusters Score -1238618 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1238845.000000 Penalty: 10579.803711
	Iteration 5Q: 3 clusters Score -1238845 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1239031.750000 Penalty: 10579.803711
	Iteration 6Q: 3 clusters Score -1239032 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1239181.625000 Penalty: 10579.803711
	Iteration 7Q: 3 clusters Score -1239182 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1239295.375000 Penalty: 10579.803711
	Iteration 8Q: 3 clusters Score -1239295 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1239370.375000 Penalty: 10579.803711
	Iteration 9Q: 3 clusters Score -1239370 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1239429.750000 Penalty: 10579.803711
	Iteration 10Q: 3 clusters Score -1239430 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1239498.875000 Penalty: 10579.803711
	Iteration 11Q: 3 clusters Score -1239499 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1239539.000000 Penalty: 10579.803711
	Iteration 12Q: 3 clusters Score -1239539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1239569.375000 Penalty: 10579.803711
	Iteration 13Q: 3 clusters Score -1239569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1239598.250000 Penalty: 10579.803711
	Iteration 14Q: 3 clusters Score -1239598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1239630.875000 Penalty: 10579.803711
	Iteration 15Q: 3 clusters Score -1239631 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1239651.125000 Penalty: 10579.803711
	Iteration 16Q: 3 clusters Score -1239651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1239665.125000 Penalty: 10579.803711
	Iteration 17Q: 3 clusters Score -1239665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1239678.500000 Penalty: 10579.803711
	Iteration 18Q: 3 clusters Score -1239678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1239687.625000 Penalty: 10579.803711
	Iteration 19Q: 3 clusters Score -1239688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1239694.500000 Penalty: 10579.803711
	Iteration 20F: 3 clusters Score -1239694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1239701.750000 Penalty: 10579.803711
	Iteration 21Q: 3 clusters Score -1239702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1239705.750000 Penalty: 10579.803711
	Iteration 22Q: 3 clusters Score -1239706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1239711.375000 Penalty: 10579.803711
	Iteration 23Q: 3 clusters Score -1239711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1239715.000000 Penalty: 10579.803711
	Iteration 24Q: 3 clusters Score -1239715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1239722.625000 Penalty: 10579.803711
	Iteration 25Q: 3 clusters Score -1239723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1239726.875000 Penalty: 10579.803711
	Iteration 26Q: 3 clusters Score -1239727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1239728.375000 Penalty: 10579.803711
	Iteration 27Q: 3 clusters Score -1239728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1239731.000000 Penalty: 10579.803711
	Iteration 28Q: 3 clusters Score -1239731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1239736.625000 Penalty: 10579.803711
	Iteration 29Q: 3 clusters Score -1239737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1239737.625000 Penalty: 10579.803711
	Iteration 30Q: 3 clusters Score -1239738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1239738.750000 Penalty: 10579.803711
	Iteration 31Q: 3 clusters Score -1239739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1239742.375000 Penalty: 10579.803711
	Iteration 32Q: 3 clusters Score -1239742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1239742.875000 Penalty: 10579.803711
	Iteration 33Q: 3 clusters Score -1239743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1239741.875000 Penalty: 10579.803711
	Iteration 34Q: 3 clusters Score -1239742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1239743.125000 Penalty: 10579.803711
	Iteration 35Q: 3 clusters Score -1239743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1239745.000000 Penalty: 10579.803711
	Iteration 36Q: 3 clusters Score -1239745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1239747.500000 Penalty: 10579.803711
	Iteration 37Q: 3 clusters Score -1239748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1239745.500000 Penalty: 10579.803711
	Iteration 38Q: 3 clusters Score -1239746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1239749.000000 Penalty: 10579.803711
	Iteration 39Q: 3 clusters Score -1239749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1239749.625000 Penalty: 10579.803711
	Iteration 40F: 3 clusters Score -1239750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1239750.500000 Penalty: 10579.803711
	Iteration 41Q: 3 clusters Score -1239750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1239753.000000 Penalty: 10579.803711
	Iteration 42Q: 3 clusters Score -1239753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1239751.625000 Penalty: 10579.803711
	Iteration 43Q: 3 clusters Score -1239752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1239751.750000 Penalty: 10579.803711
	Iteration 44Q: 3 clusters Score -1239752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1239753.625000 Penalty: 10579.803711
	Iteration 45Q: 3 clusters Score -1239754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1239753.875000 Penalty: 10579.803711
	Iteration 46Q: 3 clusters Score -1239754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1239753.875000 Penalty: 10579.803711
	Iteration 47F: 3 clusters Score -1239754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Entering Unmasked Estep 
Score: -2999529.250000 Penalty: 5806.350586
	Iteration 0F: 2 clusters Score -2999529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2987308.250000 Penalty: 11612.701172
	Iteration 0F: 3 clusters Score -2987308 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2990189.750000 Penalty: 11612.701172
	Iteration 1F: 3 clusters Score -2990190 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2990679.250000 Penalty: 11612.701172
	Iteration 2F: 3 clusters Score -2990679 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2990963.750000 Penalty: 11612.701172
	Iteration 3Q: 3 clusters Score -2990964 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2991133.500000 Penalty: 11612.701172
	Iteration 4Q: 3 clusters Score -2991134 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2991290.250000 Penalty: 11612.701172
	Iteration 5Q: 3 clusters Score -2991290 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2991400.500000 Penalty: 11612.701172
	Iteration 6Q: 3 clusters Score -2991400 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2991520.250000 Penalty: 11612.701172
	Iteration 7Q: 3 clusters Score -2991520 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2991599.250000 Penalty: 11612.701172
	Iteration 8Q: 3 clusters Score -2991599 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2991697.000000 Penalty: 11612.701172
	Iteration 9Q: 3 clusters Score -2991697 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2991751.500000 Penalty: 11612.701172
	Iteration 10Q: 3 clusters Score -2991752 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2991809.500000 Penalty: 11612.701172
	Iteration 11Q: 3 clusters Score -2991810 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2991874.250000 Penalty: 11612.701172
	Iteration 12Q: 3 clusters Score -2991874 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2991926.000000 Penalty: 11612.701172
	Iteration 13Q: 3 clusters Score -2991926 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2991971.250000 Penalty: 11612.701172
	Iteration 14Q: 3 clusters Score -2991971 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2992028.250000 Penalty: 11612.701172
	Iteration 15Q: 3 clusters Score -2992028 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2992076.000000 Penalty: 11612.701172
	Iteration 16Q: 3 clusters Score -2992076 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2992122.500000 Penalty: 11612.701172
	Iteration 17Q: 3 clusters Score -2992122 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2992163.750000 Penalty: 11612.701172
	Iteration 18Q: 3 clusters Score -2992164 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2992205.250000 Penalty: 11612.701172
	Iteration 19Q: 3 clusters Score -2992205 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2992240.500000 Penalty: 11612.701172
	Iteration 20F: 3 clusters Score -2992240 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2992270.500000 Penalty: 11612.701172
	Iteration 21Q: 3 clusters Score -2992270 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2992323.500000 Penalty: 11612.701172
	Iteration 22Q: 3 clusters Score -2992324 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2992348.250000 Penalty: 11612.701172
	Iteration 23Q: 3 clusters Score -2992348 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2992392.750000 Penalty: 11612.701172
	Iteration 24Q: 3 clusters Score -2992393 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2992442.250000 Penalty: 11612.701172
	Iteration 25Q: 3 clusters Score -2992442 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2992466.750000 Penalty: 11612.701172
	Iteration 26Q: 3 clusters Score -2992467 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2992516.250000 Penalty: 11612.701172
	Iteration 27Q: 3 clusters Score -2992516 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2992557.750000 Penalty: 11612.701172
	Iteration 28Q: 3 clusters Score -2992558 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2992596.500000 Penalty: 11612.701172
	Iteration 29Q: 3 clusters Score -2992596 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2992651.000000 Penalty: 11612.701172
	Iteration 30Q: 3 clusters Score -2992651 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2992683.750000 Penalty: 11612.701172
	Iteration 31Q: 3 clusters Score -2992684 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2992728.000000 Penalty: 11612.701172
	Iteration 32Q: 3 clusters Score -2992728 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2992764.500000 Penalty: 11612.701172
	Iteration 33Q: 3 clusters Score -2992764 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2992822.000000 Penalty: 11612.701172
	Iteration 34Q: 3 clusters Score -2992822 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2992912.750000 Penalty: 11612.701172
	Iteration 35Q: 3 clusters Score -2992913 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2993035.000000 Penalty: 11612.701172
	Iteration 36Q: 3 clusters Score -2993035 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2993203.500000 Penalty: 11612.701172
	Iteration 37Q: 3 clusters Score -2993204 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2993418.250000 Penalty: 11612.701172
	Iteration 38Q: 3 clusters Score -2993418 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2993671.250000 Penalty: 11612.701172
	Iteration 39Q: 3 clusters Score -2993671 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2993980.250000 Penalty: 11612.701172
	Iteration 40F: 3 clusters Score -2993980 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2994391.500000 Penalty: 11612.701172
	Iteration 41Q: 3 clusters Score -2994392 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2994832.000000 Penalty: 11612.701172
	Iteration 42Q: 3 clusters Score -2994832 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2995287.500000 Penalty: 11612.701172
	Iteration 43Q: 3 clusters Score -2995288 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2995753.500000 Penalty: 11612.701172
	Iteration 44Q: 3 clusters Score -2995754 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2996124.500000 Penalty: 11612.701172
	Iteration 45Q: 3 clusters Score -2996124 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2996405.250000 Penalty: 11612.701172
	Iteration 46Q: 3 clusters Score -2996405 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2996598.500000 Penalty: 11612.701172
	Iteration 47Q: 3 clusters Score -2996598 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2996715.000000 Penalty: 11612.701172
	Iteration 48Q: 3 clusters Score -2996715 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2996790.000000 Penalty: 11612.701172
	Iteration 49Q: 3 clusters Score -2996790 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2996869.250000 Penalty: 11612.701172
	Iteration 50Q: 3 clusters Score -2996869 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2996895.500000 Penalty: 11612.701172
	Iteration 51Q: 3 clusters Score -2996896 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2996926.750000 Penalty: 11612.701172
	Iteration 52Q: 3 clusters Score -2996927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2996939.750000 Penalty: 11612.701172
	Iteration 53Q: 3 clusters Score -2996940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2996953.000000 Penalty: 11612.701172
	Iteration 54Q: 3 clusters Score -2996953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2996963.250000 Penalty: 11612.701172
	Iteration 55Q: 3 clusters Score -2996963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2996967.250000 Penalty: 11612.701172
	Iteration 56Q: 3 clusters Score -2996967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2996968.500000 Penalty: 11612.701172
	Iteration 57Q: 3 clusters Score -2996968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2996973.250000 Penalty: 11612.701172
	Iteration 58Q: 3 clusters Score -2996973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2996977.500000 Penalty: 11612.701172
	Iteration 59Q: 3 clusters Score -2996978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2996976.250000 Penalty: 11612.701172
	Iteration 60F: 3 clusters Score -2996976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2996982.000000 Penalty: 11612.701172
	Iteration 61Q: 3 clusters Score -2996982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2996982.000000 Penalty: 11612.701172
	Iteration 62F: 3 clusters Score -2996982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -143574.218750 Penalty: 4005.496582
	Iteration 0F: 2 clusters Score -143574.2 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 356 members 
Entering Unmasked Estep 
Score: -139898.218750 Penalty: 8010.993164
	Iteration 0F: 3 clusters Score -139898.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -140161.718750 Penalty: 8010.993164
	Iteration 1F: 3 clusters Score -140161.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -140232.906250 Penalty: 8010.993164
	Iteration 2Q: 3 clusters Score -140232.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -140299.015625 Penalty: 8010.993164
	Iteration 3Q: 3 clusters Score -140299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -140323.140625 Penalty: 8010.993164
	Iteration 4Q: 3 clusters Score -140323.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -140337.015625 Penalty: 8010.993164
	Iteration 5Q: 3 clusters Score -140337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -140360.750000 Penalty: 8010.993164
	Iteration 6Q: 3 clusters Score -140360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -140375.218750 Penalty: 8010.993164
	Iteration 7Q: 3 clusters Score -140375.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -140375.218750 Penalty: 8010.993164
	Iteration 8F: 3 clusters Score -140375.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Entering Unmasked Estep 
Score: -2552874.250000 Penalty: 5740.371094
	Iteration 0F: 2 clusters Score -2552874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2541569.000000 Penalty: 11480.742188
	Iteration 0F: 3 clusters Score -2541569 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2544190.000000 Penalty: 11480.742188
	Iteration 1F: 3 clusters Score -2544190 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2544787.750000 Penalty: 11480.742188
	Iteration 2F: 3 clusters Score -2544788 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2545175.250000 Penalty: 11480.742188
	Iteration 3F: 3 clusters Score -2545175 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2545509.000000 Penalty: 11480.742188
	Iteration 4Q: 3 clusters Score -2545509 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2545813.500000 Penalty: 11480.742188
	Iteration 5Q: 3 clusters Score -2545814 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2546053.750000 Penalty: 11480.742188
	Iteration 6Q: 3 clusters Score -2546054 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2546276.500000 Penalty: 11480.742188
	Iteration 7Q: 3 clusters Score -2546276 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2546510.750000 Penalty: 11480.742188
	Iteration 8Q: 3 clusters Score -2546511 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2546732.500000 Penalty: 11480.742188
	Iteration 9Q: 3 clusters Score -2546732 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2546939.750000 Penalty: 11480.742188
	Iteration 10Q: 3 clusters Score -2546940 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2547102.000000 Penalty: 11480.742188
	Iteration 11Q: 3 clusters Score -2547102 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2547234.000000 Penalty: 11480.742188
	Iteration 12Q: 3 clusters Score -2547234 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2547359.250000 Penalty: 11480.742188
	Iteration 13Q: 3 clusters Score -2547359 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2547464.750000 Penalty: 11480.742188
	Iteration 14Q: 3 clusters Score -2547465 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2547568.000000 Penalty: 11480.742188
	Iteration 15Q: 3 clusters Score -2547568 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2547647.250000 Penalty: 11480.742188
	Iteration 16Q: 3 clusters Score -2547647 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2547734.750000 Penalty: 11480.742188
	Iteration 17Q: 3 clusters Score -2547735 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2547795.750000 Penalty: 11480.742188
	Iteration 18Q: 3 clusters Score -2547796 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2547859.500000 Penalty: 11480.742188
	Iteration 19Q: 3 clusters Score -2547860 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2547898.500000 Penalty: 11480.742188
	Iteration 20F: 3 clusters Score -2547898 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2547959.750000 Penalty: 11480.742188
	Iteration 21Q: 3 clusters Score -2547960 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2547988.750000 Penalty: 11480.742188
	Iteration 22Q: 3 clusters Score -2547989 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2548024.500000 Penalty: 11480.742188
	Iteration 23Q: 3 clusters Score -2548024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2548029.500000 Penalty: 11480.742188
	Iteration 24Q: 3 clusters Score -2548030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2548053.000000 Penalty: 11480.742188
	Iteration 25Q: 3 clusters Score -2548053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2548062.250000 Penalty: 11480.742188
	Iteration 26Q: 3 clusters Score -2548062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2548070.500000 Penalty: 11480.742188
	Iteration 27Q: 3 clusters Score -2548070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2548080.750000 Penalty: 11480.742188
	Iteration 28Q: 3 clusters Score -2548081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2548088.000000 Penalty: 11480.742188
	Iteration 29Q: 3 clusters Score -2548088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2548091.750000 Penalty: 11480.742188
	Iteration 30Q: 3 clusters Score -2548092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2548110.500000 Penalty: 11480.742188
	Iteration 31Q: 3 clusters Score -2548110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2548126.000000 Penalty: 11480.742188
	Iteration 32Q: 3 clusters Score -2548126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2548130.750000 Penalty: 11480.742188
	Iteration 33Q: 3 clusters Score -2548131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2548147.500000 Penalty: 11480.742188
	Iteration 34Q: 3 clusters Score -2548148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2548148.000000 Penalty: 11480.742188
	Iteration 35Q: 3 clusters Score -2548148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2548153.750000 Penalty: 11480.742188
	Iteration 36Q: 3 clusters Score -2548154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2548161.250000 Penalty: 11480.742188
	Iteration 37Q: 3 clusters Score -2548161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2548177.500000 Penalty: 11480.742188
	Iteration 38Q: 3 clusters Score -2548178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2548184.500000 Penalty: 11480.742188
	Iteration 39Q: 3 clusters Score -2548184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2548185.250000 Penalty: 11480.742188
	Iteration 40F: 3 clusters Score -2548185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2548184.000000 Penalty: 11480.742188
	Iteration 41Q: 3 clusters Score -2548184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2548190.500000 Penalty: 11480.742188
	Iteration 42Q: 3 clusters Score -2548190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2548195.250000 Penalty: 11480.742188
	Iteration 43Q: 3 clusters Score -2548195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2548202.500000 Penalty: 11480.742188
	Iteration 44Q: 3 clusters Score -2548202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2548208.000000 Penalty: 11480.742188
	Iteration 45Q: 3 clusters Score -2548208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2548204.500000 Penalty: 11480.742188
	Iteration 46Q: 3 clusters Score -2548204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2548207.500000 Penalty: 11480.742188
	Iteration 47Q: 3 clusters Score -2548208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2548201.000000 Penalty: 11480.742188
	Iteration 48Q: 3 clusters Score -2548201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2548207.750000 Penalty: 11480.742188
	Iteration 49Q: 3 clusters Score -2548208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2548210.750000 Penalty: 11480.742188
	Iteration 50Q: 3 clusters Score -2548211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2548212.000000 Penalty: 11480.742188
	Iteration 51Q: 3 clusters Score -2548212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2548217.500000 Penalty: 11480.742188
	Iteration 52Q: 3 clusters Score -2548218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2548217.750000 Penalty: 11480.742188
	Iteration 53Q: 3 clusters Score -2548218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2548217.250000 Penalty: 11480.742188
	Iteration 54Q: 3 clusters Score -2548217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2548218.250000 Penalty: 11480.742188
	Iteration 55Q: 3 clusters Score -2548218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2548215.000000 Penalty: 11480.742188
	Iteration 56Q: 3 clusters Score -2548215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2548216.750000 Penalty: 11480.742188
	Iteration 57Q: 3 clusters Score -2548217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2548219.250000 Penalty: 11480.742188
	Iteration 58Q: 3 clusters Score -2548219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2548221.750000 Penalty: 11480.742188
	Iteration 59Q: 3 clusters Score -2548222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2548223.500000 Penalty: 11480.742188
	Iteration 60F: 3 clusters Score -2548224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2548229.750000 Penalty: 11480.742188
	Iteration 61Q: 3 clusters Score -2548230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2548240.500000 Penalty: 11480.742188
	Iteration 62Q: 3 clusters Score -2548240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2548232.750000 Penalty: 11480.742188
	Iteration 63Q: 3 clusters Score -2548233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2548235.250000 Penalty: 11480.742188
	Iteration 64Q: 3 clusters Score -2548235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2548238.000000 Penalty: 11480.742188
	Iteration 65Q: 3 clusters Score -2548238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2548237.500000 Penalty: 11480.742188
	Iteration 66Q: 3 clusters Score -2548238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2548238.250000 Penalty: 11480.742188
	Iteration 67Q: 3 clusters Score -2548238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2548238.250000 Penalty: 11480.742188
	Iteration 68F: 3 clusters Score -2548238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Entering Unmasked Estep 
Score: -1679649.250000 Penalty: 5477.897461
	Iteration 0F: 2 clusters Score -1679649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1670902.750000 Penalty: 10955.794922
	Iteration 0F: 3 clusters Score -1670903 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1672535.125000 Penalty: 10955.794922
	Iteration 1F: 3 clusters Score -1672535 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1672936.625000 Penalty: 10955.794922
	Iteration 2F: 3 clusters Score -1672937 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1673251.000000 Penalty: 10955.794922
	Iteration 3F: 3 clusters Score -1673251 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1673521.625000 Penalty: 10955.794922
	Iteration 4Q: 3 clusters Score -1673522 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1673815.625000 Penalty: 10955.794922
	Iteration 5Q: 3 clusters Score -1673816 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1674091.250000 Penalty: 10955.794922
	Iteration 6Q: 3 clusters Score -1674091 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1674368.250000 Penalty: 10955.794922
	Iteration 7Q: 3 clusters Score -1674368 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1674633.625000 Penalty: 10955.794922
	Iteration 8Q: 3 clusters Score -1674634 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1674903.000000 Penalty: 10955.794922
	Iteration 9Q: 3 clusters Score -1674903 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1675134.000000 Penalty: 10955.794922
	Iteration 10Q: 3 clusters Score -1675134 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1675335.750000 Penalty: 10955.794922
	Iteration 11Q: 3 clusters Score -1675336 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1675498.250000 Penalty: 10955.794922
	Iteration 12Q: 3 clusters Score -1675498 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1675616.625000 Penalty: 10955.794922
	Iteration 13Q: 3 clusters Score -1675617 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1675717.750000 Penalty: 10955.794922
	Iteration 14Q: 3 clusters Score -1675718 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1675803.625000 Penalty: 10955.794922
	Iteration 15Q: 3 clusters Score -1675804 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1675875.750000 Penalty: 10955.794922
	Iteration 16Q: 3 clusters Score -1675876 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1675947.625000 Penalty: 10955.794922
	Iteration 17Q: 3 clusters Score -1675948 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1676011.125000 Penalty: 10955.794922
	Iteration 18Q: 3 clusters Score -1676011 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1676040.250000 Penalty: 10955.794922
	Iteration 19Q: 3 clusters Score -1676040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1676064.250000 Penalty: 10955.794922
	Iteration 20F: 3 clusters Score -1676064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1676094.750000 Penalty: 10955.794922
	Iteration 21Q: 3 clusters Score -1676095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1676108.250000 Penalty: 10955.794922
	Iteration 22Q: 3 clusters Score -1676108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1676126.375000 Penalty: 10955.794922
	Iteration 23Q: 3 clusters Score -1676126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1676140.000000 Penalty: 10955.794922
	Iteration 24Q: 3 clusters Score -1676140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1676147.250000 Penalty: 10955.794922
	Iteration 25Q: 3 clusters Score -1676147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1676152.625000 Penalty: 10955.794922
	Iteration 26Q: 3 clusters Score -1676153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1676162.375000 Penalty: 10955.794922
	Iteration 27Q: 3 clusters Score -1676162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1676166.500000 Penalty: 10955.794922
	Iteration 28Q: 3 clusters Score -1676166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1676172.625000 Penalty: 10955.794922
	Iteration 29Q: 3 clusters Score -1676173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1676172.375000 Penalty: 10955.794922
	Iteration 30Q: 3 clusters Score -1676172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1676177.750000 Penalty: 10955.794922
	Iteration 31Q: 3 clusters Score -1676178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1676179.125000 Penalty: 10955.794922
	Iteration 32Q: 3 clusters Score -1676179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1676186.000000 Penalty: 10955.794922
	Iteration 33Q: 3 clusters Score -1676186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1676186.500000 Penalty: 10955.794922
	Iteration 34Q: 3 clusters Score -1676186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1676187.125000 Penalty: 10955.794922
	Iteration 35Q: 3 clusters Score -1676187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1676190.500000 Penalty: 10955.794922
	Iteration 36Q: 3 clusters Score -1676190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1676187.250000 Penalty: 10955.794922
	Iteration 37Q: 3 clusters Score -1676187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1676187.250000 Penalty: 10955.794922
	Iteration 38F: 3 clusters Score -1676187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Entering Unmasked Estep 
Score: -8238414.500000 Penalty: 6431.039062
	Iteration 0F: 2 clusters Score -8238414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -8211566.000000 Penalty: 12862.078125
	Iteration 0F: 3 clusters Score -8211566 nChanged 15565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -8219831.500000 Penalty: 12862.078125
	Iteration 1F: 3 clusters Score -8219832 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -8220620.000000 Penalty: 12862.078125
	Iteration 2F: 3 clusters Score -8220620 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -8221263.500000 Penalty: 12862.078125
	Iteration 3Q: 3 clusters Score -8221264 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -8221811.000000 Penalty: 12862.078125
	Iteration 4Q: 3 clusters Score -8221811 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -8222404.500000 Penalty: 12862.078125
	Iteration 5Q: 3 clusters Score -8222404 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -8223100.500000 Penalty: 12862.078125
	Iteration 6Q: 3 clusters Score -8223100 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -8223838.500000 Penalty: 12862.078125
	Iteration 7Q: 3 clusters Score -8223838 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -8224715.000000 Penalty: 12862.078125
	Iteration 8Q: 3 clusters Score -8224715 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -8225806.000000 Penalty: 12862.078125
	Iteration 9Q: 3 clusters Score -8225806 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -8227047.500000 Penalty: 12862.078125
	Iteration 10Q: 3 clusters Score -8227048 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -8228303.000000 Penalty: 12862.078125
	Iteration 11Q: 3 clusters Score -8228303 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -8229504.000000 Penalty: 12862.078125
	Iteration 12Q: 3 clusters Score -8229504 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -8230709.500000 Penalty: 12862.078125
	Iteration 13Q: 3 clusters Score -8230710 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -8232125.000000 Penalty: 12862.078125
	Iteration 14Q: 3 clusters Score -8232125 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -8233572.000000 Penalty: 12862.078125
	Iteration 15Q: 3 clusters Score -8233572 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -8234842.500000 Penalty: 12862.078125
	Iteration 16Q: 3 clusters Score -8234842 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -8235870.500000 Penalty: 12862.078125
	Iteration 17Q: 3 clusters Score -8235870 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -8236560.000000 Penalty: 12862.078125
	Iteration 18Q: 3 clusters Score -8236560 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -8236975.000000 Penalty: 12862.078125
	Iteration 19Q: 3 clusters Score -8236975 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -8237125.000000 Penalty: 12862.078125
	Iteration 20F: 3 clusters Score -8237125 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -8237255.500000 Penalty: 12862.078125
	Iteration 21Q: 3 clusters Score -8237256 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -8237316.500000 Penalty: 12862.078125
	Iteration 22Q: 3 clusters Score -8237316 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -8237343.500000 Penalty: 12862.078125
	Iteration 23Q: 3 clusters Score -8237344 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -8237352.000000 Penalty: 12862.078125
	Iteration 24Q: 3 clusters Score -8237352 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -8237356.500000 Penalty: 12862.078125
	Iteration 25Q: 3 clusters Score -8237356 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -8237374.500000 Penalty: 12862.078125
	Iteration 26Q: 3 clusters Score -8237374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -8237360.500000 Penalty: 12862.078125
	Iteration 27Q: 3 clusters Score -8237360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -8237397.000000 Penalty: 12862.078125
	Iteration 28Q: 3 clusters Score -8237397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -8237390.500000 Penalty: 12862.078125
	Iteration 29Q: 3 clusters Score -8237390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -8237401.500000 Penalty: 12862.078125
	Iteration 30Q: 3 clusters Score -8237402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -8237406.500000 Penalty: 12862.078125
	Iteration 31Q: 3 clusters Score -8237406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -8237396.500000 Penalty: 12862.078125
	Iteration 32Q: 3 clusters Score -8237396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -8237387.000000 Penalty: 12862.078125
	Iteration 33Q: 3 clusters Score -8237387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -8237406.000000 Penalty: 12862.078125
	Iteration 34Q: 3 clusters Score -8237406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -8237396.000000 Penalty: 12862.078125
	Iteration 35Q: 3 clusters Score -8237396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -8237400.500000 Penalty: 12862.078125
	Iteration 36Q: 3 clusters Score -8237400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -8237401.500000 Penalty: 12862.078125
	Iteration 37Q: 3 clusters Score -8237402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -8237419.000000 Penalty: 12862.078125
	Iteration 38Q: 3 clusters Score -8237419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -8237405.500000 Penalty: 12862.078125
	Iteration 39Q: 3 clusters Score -8237406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -8237404.500000 Penalty: 12862.078125
	Iteration 40F: 3 clusters Score -8237404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -8237406.500000 Penalty: 12862.078125
	Iteration 41Q: 3 clusters Score -8237406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -8237410.500000 Penalty: 12862.078125
	Iteration 42Q: 3 clusters Score -8237410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -8237399.500000 Penalty: 12862.078125
	Iteration 43Q: 3 clusters Score -8237400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -8237411.000000 Penalty: 12862.078125
	Iteration 44Q: 3 clusters Score -8237411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -8237400.000000 Penalty: 12862.078125
	Iteration 45Q: 3 clusters Score -8237400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -8237394.000000 Penalty: 12862.078125
	Iteration 46Q: 3 clusters Score -8237394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -8237399.000000 Penalty: 12862.078125
	Iteration 47Q: 3 clusters Score -8237399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -8237402.500000 Penalty: 12862.078125
	Iteration 48Q: 3 clusters Score -8237402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -8237404.000000 Penalty: 12862.078125
	Iteration 49Q: 3 clusters Score -8237404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -8237402.500000 Penalty: 12862.078125
	Iteration 50Q: 3 clusters Score -8237402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -8237402.500000 Penalty: 12862.078125
	Iteration 51F: 3 clusters Score -8237402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Entering Unmasked Estep 
Score: -4694109.000000 Penalty: 6089.143066
	Iteration 0F: 2 clusters Score -4694109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -4677035.000000 Penalty: 12178.286133
	Iteration 0F: 3 clusters Score -4677035 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -4681620.500000 Penalty: 12178.286133
	Iteration 1F: 3 clusters Score -4681620 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -4682305.000000 Penalty: 12178.286133
	Iteration 2F: 3 clusters Score -4682305 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -4682781.000000 Penalty: 12178.286133
	Iteration 3F: 3 clusters Score -4682781 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -4683187.000000 Penalty: 12178.286133
	Iteration 4Q: 3 clusters Score -4683187 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -4683598.000000 Penalty: 12178.286133
	Iteration 5Q: 3 clusters Score -4683598 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -4684032.500000 Penalty: 12178.286133
	Iteration 6Q: 3 clusters Score -4684032 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -4684547.500000 Penalty: 12178.286133
	Iteration 7Q: 3 clusters Score -4684548 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -4685191.500000 Penalty: 12178.286133
	Iteration 8Q: 3 clusters Score -4685192 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -4685968.000000 Penalty: 12178.286133
	Iteration 9Q: 3 clusters Score -4685968 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -4686815.500000 Penalty: 12178.286133
	Iteration 10Q: 3 clusters Score -4686816 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -4687611.500000 Penalty: 12178.286133
	Iteration 11Q: 3 clusters Score -4687612 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -4688358.000000 Penalty: 12178.286133
	Iteration 12Q: 3 clusters Score -4688358 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -4689048.500000 Penalty: 12178.286133
	Iteration 13Q: 3 clusters Score -4689048 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -4689793.000000 Penalty: 12178.286133
	Iteration 14Q: 3 clusters Score -4689793 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -4690779.000000 Penalty: 12178.286133
	Iteration 15Q: 3 clusters Score -4690779 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -4691892.500000 Penalty: 12178.286133
	Iteration 16Q: 3 clusters Score -4691892 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -4692405.000000 Penalty: 12178.286133
	Iteration 17Q: 3 clusters Score -4692405 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -4692579.500000 Penalty: 12178.286133
	Iteration 18Q: 3 clusters Score -4692580 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -4692661.500000 Penalty: 12178.286133
	Iteration 19Q: 3 clusters Score -4692662 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -4692688.500000 Penalty: 12178.286133
	Iteration 20F: 3 clusters Score -4692688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -4692706.500000 Penalty: 12178.286133
	Iteration 21Q: 3 clusters Score -4692706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -4692727.000000 Penalty: 12178.286133
	Iteration 22Q: 3 clusters Score -4692727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -4692730.500000 Penalty: 12178.286133
	Iteration 23Q: 3 clusters Score -4692730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -4692737.500000 Penalty: 12178.286133
	Iteration 24Q: 3 clusters Score -4692738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -4692737.500000 Penalty: 12178.286133
	Iteration 25Q: 3 clusters Score -4692738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -4692744.000000 Penalty: 12178.286133
	Iteration 26Q: 3 clusters Score -4692744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -4692743.500000 Penalty: 12178.286133
	Iteration 27Q: 3 clusters Score -4692744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -4692743.000000 Penalty: 12178.286133
	Iteration 28Q: 3 clusters Score -4692743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -4692749.500000 Penalty: 12178.286133
	Iteration 29Q: 3 clusters Score -4692750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -4692745.000000 Penalty: 12178.286133
	Iteration 30Q: 3 clusters Score -4692745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -4692750.500000 Penalty: 12178.286133
	Iteration 31Q: 3 clusters Score -4692750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -4692750.500000 Penalty: 12178.286133
	Iteration 32F: 3 clusters Score -4692750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (124390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124390 members 
Entering Unmasked Estep 
Score: -28529242.000000 Penalty: 7185.346191
	Iteration 0F: 2 clusters Score -2.852924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62369 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -28445644.000000 Penalty: 14370.692383
	Iteration 0F: 3 clusters Score -2.844564e+07 nChanged 57323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -28477614.000000 Penalty: 14370.692383
	Iteration 1F: 3 clusters Score -2.847761e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64657 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -28479708.000000 Penalty: 14370.692383
	Iteration 2Q: 3 clusters Score -2.847971e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -28482262.000000 Penalty: 14370.692383
	Iteration 3Q: 3 clusters Score -2.848226e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67937 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -28485304.000000 Penalty: 14370.692383
	Iteration 4Q: 3 clusters Score -2.84853e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70571 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -28489502.000000 Penalty: 14370.692383
	Iteration 5F: 3 clusters Score -2.84895e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73925 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -28494168.000000 Penalty: 14370.692383
	Iteration 6F: 3 clusters Score -2.849417e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77973 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -28498976.000000 Penalty: 14370.692383
	Iteration 7F: 3 clusters Score -2.849898e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -28503466.000000 Penalty: 14370.692383
	Iteration 8F: 3 clusters Score -2.850347e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86907 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -28507394.000000 Penalty: 14370.692383
	Iteration 9F: 3 clusters Score -2.850739e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91420 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -28510784.000000 Penalty: 14370.692383
	Iteration 10Q: 3 clusters Score -2.851078e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95716 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -28513842.000000 Penalty: 14370.692383
	Iteration 11Q: 3 clusters Score -2.851384e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99481 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -28516322.000000 Penalty: 14370.692383
	Iteration 12Q: 3 clusters Score -2.851632e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102665 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -28518214.000000 Penalty: 14370.692383
	Iteration 13Q: 3 clusters Score -2.851821e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105191 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -28519730.000000 Penalty: 14370.692383
	Iteration 14Q: 3 clusters Score -2.851973e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107354 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -28520920.000000 Penalty: 14370.692383
	Iteration 15Q: 3 clusters Score -2.852092e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109159 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -28521854.000000 Penalty: 14370.692383
	Iteration 16Q: 3 clusters Score -2.852185e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110598 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -28522520.000000 Penalty: 14370.692383
	Iteration 17Q: 3 clusters Score -2.852252e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111800 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -28523020.000000 Penalty: 14370.692383
	Iteration 18Q: 3 clusters Score -2.852302e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112771 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -28523472.000000 Penalty: 14370.692383
	Iteration 19Q: 3 clusters Score -2.852347e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113570 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -28523644.000000 Penalty: 14370.692383
	Iteration 20F: 3 clusters Score -2.852364e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114185 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -28523840.000000 Penalty: 14370.692383
	Iteration 21Q: 3 clusters Score -2.852384e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114653 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -28523880.000000 Penalty: 14370.692383
	Iteration 22Q: 3 clusters Score -2.852388e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115046 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -28523986.000000 Penalty: 14370.692383
	Iteration 23Q: 3 clusters Score -2.852399e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115410 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -28524124.000000 Penalty: 14370.692383
	Iteration 24Q: 3 clusters Score -2.852412e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115721 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -28524218.000000 Penalty: 14370.692383
	Iteration 25Q: 3 clusters Score -2.852422e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115986 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -28524266.000000 Penalty: 14370.692383
	Iteration 26Q: 3 clusters Score -2.852427e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116220 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -28524336.000000 Penalty: 14370.692383
	Iteration 27Q: 3 clusters Score -2.852434e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116449 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -28524432.000000 Penalty: 14370.692383
	Iteration 28Q: 3 clusters Score -2.852443e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116707 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -28524600.000000 Penalty: 14370.692383
	Iteration 29Q: 3 clusters Score -2.85246e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116941 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -28524778.000000 Penalty: 14370.692383
	Iteration 30Q: 3 clusters Score -2.852478e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117160 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -28524958.000000 Penalty: 14370.692383
	Iteration 31Q: 3 clusters Score -2.852496e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117392 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -28525222.000000 Penalty: 14370.692383
	Iteration 32Q: 3 clusters Score -2.852522e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117615 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -28525576.000000 Penalty: 14370.692383
	Iteration 33Q: 3 clusters Score -2.852558e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117761 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -28525664.000000 Penalty: 14370.692383
	Iteration 34Q: 3 clusters Score -2.852566e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -28525714.000000 Penalty: 14370.692383
	Iteration 35Q: 3 clusters Score -2.852571e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117961 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -28525794.000000 Penalty: 14370.692383
	Iteration 36Q: 3 clusters Score -2.852579e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117992 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -28525804.000000 Penalty: 14370.692383
	Iteration 37Q: 3 clusters Score -2.85258e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118018 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -28525794.000000 Penalty: 14370.692383
	Iteration 38Q: 3 clusters Score -2.852579e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118036 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -28525800.000000 Penalty: 14370.692383
	Iteration 39Q: 3 clusters Score -2.85258e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118061 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -28525834.000000 Penalty: 14370.692383
	Iteration 40F: 3 clusters Score -2.852583e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118078 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -28525852.000000 Penalty: 14370.692383
	Iteration 41Q: 3 clusters Score -2.852585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118087 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -28525868.000000 Penalty: 14370.692383
	Iteration 42Q: 3 clusters Score -2.852587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118098 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -28525856.000000 Penalty: 14370.692383
	Iteration 43Q: 3 clusters Score -2.852586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118105 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -28525878.000000 Penalty: 14370.692383
	Iteration 44Q: 3 clusters Score -2.852588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118109 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -28525882.000000 Penalty: 14370.692383
	Iteration 45Q: 3 clusters Score -2.852588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118116 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -28525876.000000 Penalty: 14370.692383
	Iteration 46Q: 3 clusters Score -2.852588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118119 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -28525896.000000 Penalty: 14370.692383
	Iteration 47Q: 3 clusters Score -2.85259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118121 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -28525890.000000 Penalty: 14370.692383
	Iteration 48Q: 3 clusters Score -2.852589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118121 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -28525890.000000 Penalty: 14370.692383
	Iteration 49F: 3 clusters Score -2.852589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -67223.296875 Penalty: 3764.626709
	Iteration 0F: 2 clusters Score -67223.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64534.449219 Penalty: 7529.253418
	Iteration 0F: 3 clusters Score -64534.45 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -65221.812500 Penalty: 7529.253418
	Iteration 1F: 3 clusters Score -65221.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -65532.378906 Penalty: 7529.253418
	Iteration 2F: 3 clusters Score -65532.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -65678.054688 Penalty: 7529.253418
	Iteration 3Q: 3 clusters Score -65678.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -65835.632812 Penalty: 7529.253418
	Iteration 4Q: 3 clusters Score -65835.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -65986.414062 Penalty: 7529.253418
	Iteration 5Q: 3 clusters Score -65986.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -66074.054688 Penalty: 7529.253418
	Iteration 6Q: 3 clusters Score -66074.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -66165.210938 Penalty: 7529.253418
	Iteration 7Q: 3 clusters Score -66165.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -66250.671875 Penalty: 7529.253418
	Iteration 8Q: 3 clusters Score -66250.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -66308.656250 Penalty: 7529.253418
	Iteration 9Q: 3 clusters Score -66308.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -66394.179688 Penalty: 7529.253418
	Iteration 10Q: 3 clusters Score -66394.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -66527.554688 Penalty: 7529.253418
	Iteration 11Q: 3 clusters Score -66527.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -66606.640625 Penalty: 7529.253418
	Iteration 12Q: 3 clusters Score -66606.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -66628.859375 Penalty: 7529.253418
	Iteration 13Q: 3 clusters Score -66628.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -66641.984375 Penalty: 7529.253418
	Iteration 14Q: 3 clusters Score -66641.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -66659.476562 Penalty: 7529.253418
	Iteration 15Q: 3 clusters Score -66659.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -66691.406250 Penalty: 7529.253418
	Iteration 16Q: 3 clusters Score -66691.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -66711.570312 Penalty: 7529.253418
	Iteration 17F: 3 clusters Score -66711.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -67042.039062 Penalty: 7529.253418
	Iteration 18Q: 3 clusters Score -67042.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -67351.046875 Penalty: 7529.253418
	Iteration 19Q: 3 clusters Score -67351.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -67545.375000 Penalty: 7529.253418
	Iteration 20F: 3 clusters Score -67545.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -67829.562500 Penalty: 7529.253418
	Iteration 21Q: 3 clusters Score -67829.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -67885.250000 Penalty: 7529.253418
	Iteration 22Q: 3 clusters Score -67885.25 nChanged 1
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: -67894.835938 Penalty: 7529.253418
	Iteration 23Q: 3 clusters Score -67894.84 nChanged 0
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: -67894.835938 Penalty: 7529.253418
	Iteration 24F: 3 clusters Score -67894.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 3481 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13352 members 
Mstep: Class 6 contains 27838 members 
Mstep: Class 7 contains 29837 members 
Mstep: Class 8 contains 170318 members 
Mstep: Class 9 contains 7415 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37294 members 
Mstep: Class 13 contains 5634 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11755 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36303 members 
Mstep: Class 19 contains 20774 members 
Mstep: Class 20 contains 124390 members 
Mstep: Class 21 contains 304 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 9980 members 
Mstep: Class 26 contains 386 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
Score: -138283328.000000 Penalty: 220472.718750
Splitting cluster 21 changes total score from -138287008.000000 to -138283328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (50758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Entering Unmasked Estep 
Score: -11607595.000000 Penalty: 6636.330078
	Iteration 0F: 2 clusters Score -1.16076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -11571594.000000 Penalty: 13272.660156
	Iteration 0F: 3 clusters Score -1.157159e+07 nChanged 22194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -11583398.000000 Penalty: 13272.660156
	Iteration 1F: 3 clusters Score -1.15834e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -11584304.000000 Penalty: 13272.660156
	Iteration 2Q: 3 clusters Score -1.15843e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -11585103.000000 Penalty: 13272.660156
	Iteration 3Q: 3 clusters Score -1.15851e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -11585935.000000 Penalty: 13272.660156
	Iteration 4Q: 3 clusters Score -1.158594e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -11586863.000000 Penalty: 13272.660156
	Iteration 5Q: 3 clusters Score -1.158686e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -11587950.000000 Penalty: 13272.660156
	Iteration 6Q: 3 clusters Score -1.158795e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -11589565.000000 Penalty: 13272.660156
	Iteration 7F: 3 clusters Score -1.158956e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -11591646.000000 Penalty: 13272.660156
	Iteration 8F: 3 clusters Score -1.159165e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -11593944.000000 Penalty: 13272.660156
	Iteration 9F: 3 clusters Score -1.159394e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -11596206.000000 Penalty: 13272.660156
	Iteration 10F: 3 clusters Score -1.159621e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -11598044.000000 Penalty: 13272.660156
	Iteration 11Q: 3 clusters Score -1.159804e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -11599464.000000 Penalty: 13272.660156
	Iteration 12Q: 3 clusters Score -1.159946e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -11600410.000000 Penalty: 13272.660156
	Iteration 13Q: 3 clusters Score -1.160041e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -11601060.000000 Penalty: 13272.660156
	Iteration 14Q: 3 clusters Score -1.160106e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -11601397.000000 Penalty: 13272.660156
	Iteration 15Q: 3 clusters Score -1.16014e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -11601629.000000 Penalty: 13272.660156
	Iteration 16Q: 3 clusters Score -1.160163e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -11601738.000000 Penalty: 13272.660156
	Iteration 17Q: 3 clusters Score -1.160174e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -11601820.000000 Penalty: 13272.660156
	Iteration 18Q: 3 clusters Score -1.160182e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -11601884.000000 Penalty: 13272.660156
	Iteration 19Q: 3 clusters Score -1.160188e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -11601924.000000 Penalty: 13272.660156
	Iteration 20F: 3 clusters Score -1.160192e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -11601981.000000 Penalty: 13272.660156
	Iteration 21Q: 3 clusters Score -1.160198e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -11602016.000000 Penalty: 13272.660156
	Iteration 22Q: 3 clusters Score -1.160202e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -11602038.000000 Penalty: 13272.660156
	Iteration 23Q: 3 clusters Score -1.160204e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -11602079.000000 Penalty: 13272.660156
	Iteration 24Q: 3 clusters Score -1.160208e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
Score: -11602083.000000 Penalty: 13272.660156
	Iteration 25Q: 3 clusters Score -1.160208e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -11602087.000000 Penalty: 13272.660156
	Iteration 26Q: 3 clusters Score -1.160209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -11602088.000000 Penalty: 13272.660156
	Iteration 27Q: 3 clusters Score -1.160209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -11602119.000000 Penalty: 13272.660156
	Iteration 28Q: 3 clusters Score -1.160212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -11602135.000000 Penalty: 13272.660156
	Iteration 29Q: 3 clusters Score -1.160214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -11602147.000000 Penalty: 13272.660156
	Iteration 30Q: 3 clusters Score -1.160215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -11602140.000000 Penalty: 13272.660156
	Iteration 31Q: 3 clusters Score -1.160214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -11602137.000000 Penalty: 13272.660156
	Iteration 32Q: 3 clusters Score -1.160214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -11602153.000000 Penalty: 13272.660156
	Iteration 33Q: 3 clusters Score -1.160215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -11602155.000000 Penalty: 13272.660156
	Iteration 34Q: 3 clusters Score -1.160216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -11602152.000000 Penalty: 13272.660156
	Iteration 35Q: 3 clusters Score -1.160215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -11602150.000000 Penalty: 13272.660156
	Iteration 36Q: 3 clusters Score -1.160215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -11602145.000000 Penalty: 13272.660156
	Iteration 37Q: 3 clusters Score -1.160214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -11602155.000000 Penalty: 13272.660156
	Iteration 38Q: 3 clusters Score -1.160216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -11602145.000000 Penalty: 13272.660156
	Iteration 39Q: 3 clusters Score -1.160214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -11602155.000000 Penalty: 13272.660156
	Iteration 40F: 3 clusters Score -1.160216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -142719.750000 Penalty: 4017.764160
	Iteration 0F: 2 clusters Score -142719.8 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 350 members 
Entering Unmasked Estep 
Score: -139078.343750 Penalty: 8035.528320
	Iteration 0F: 3 clusters Score -139078.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -139395.312500 Penalty: 8035.528320
	Iteration 1F: 3 clusters Score -139395.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -139509.609375 Penalty: 8035.528320
	Iteration 2Q: 3 clusters Score -139509.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -139579.468750 Penalty: 8035.528320
	Iteration 3Q: 3 clusters Score -139579.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -139624.390625 Penalty: 8035.528320
	Iteration 4Q: 3 clusters Score -139624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -139643.796875 Penalty: 8035.528320
	Iteration 5Q: 3 clusters Score -139643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -139649.250000 Penalty: 8035.528320
	Iteration 6Q: 3 clusters Score -139649.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -139664.609375 Penalty: 8035.528320
	Iteration 7Q: 3 clusters Score -139664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -139673.156250 Penalty: 8035.528320
	Iteration 8Q: 3 clusters Score -139673.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -139687.156250 Penalty: 8035.528320
	Iteration 9Q: 3 clusters Score -139687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -139694.546875 Penalty: 8035.528320
	Iteration 10Q: 3 clusters Score -139694.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -139697.546875 Penalty: 8035.528320
	Iteration 11Q: 3 clusters Score -139697.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -139697.546875 Penalty: 8035.528320
	Iteration 12F: 3 clusters Score -139697.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Entering Unmasked Estep 
Score: -1208482.250000 Penalty: 5284.661133
	Iteration 0F: 2 clusters Score -1208482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1201041.250000 Penalty: 10569.322266
	Iteration 0F: 3 clusters Score -1201041 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1202737.500000 Penalty: 10569.322266
	Iteration 1F: 3 clusters Score -1202738 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1203856.125000 Penalty: 10569.322266
	Iteration 2F: 3 clusters Score -1203856 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1204561.625000 Penalty: 10569.322266
	Iteration 3F: 3 clusters Score -1204562 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1205059.000000 Penalty: 10569.322266
	Iteration 4F: 3 clusters Score -1205059 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1205429.250000 Penalty: 10569.322266
	Iteration 5Q: 3 clusters Score -1205429 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1205723.125000 Penalty: 10569.322266
	Iteration 6Q: 3 clusters Score -1205723 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1205988.500000 Penalty: 10569.322266
	Iteration 7Q: 3 clusters Score -1205988 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1206210.750000 Penalty: 10569.322266
	Iteration 8Q: 3 clusters Score -1206211 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1206332.875000 Penalty: 10569.322266
	Iteration 9Q: 3 clusters Score -1206333 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1206403.750000 Penalty: 10569.322266
	Iteration 10Q: 3 clusters Score -1206404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1206459.750000 Penalty: 10569.322266
	Iteration 11Q: 3 clusters Score -1206460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1206505.500000 Penalty: 10569.322266
	Iteration 12Q: 3 clusters Score -1206506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1206532.250000 Penalty: 10569.322266
	Iteration 13Q: 3 clusters Score -1206532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1206562.750000 Penalty: 10569.322266
	Iteration 14Q: 3 clusters Score -1206563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1206595.500000 Penalty: 10569.322266
	Iteration 15Q: 3 clusters Score -1206596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1206619.000000 Penalty: 10569.322266
	Iteration 16Q: 3 clusters Score -1206619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1206633.500000 Penalty: 10569.322266
	Iteration 17Q: 3 clusters Score -1206634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1206652.250000 Penalty: 10569.322266
	Iteration 18Q: 3 clusters Score -1206652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1206662.250000 Penalty: 10569.322266
	Iteration 19Q: 3 clusters Score -1206662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1206687.250000 Penalty: 10569.322266
	Iteration 20F: 3 clusters Score -1206687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1206709.375000 Penalty: 10569.322266
	Iteration 21Q: 3 clusters Score -1206709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1206732.125000 Penalty: 10569.322266
	Iteration 22Q: 3 clusters Score -1206732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1206755.750000 Penalty: 10569.322266
	Iteration 23Q: 3 clusters Score -1206756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1206785.375000 Penalty: 10569.322266
	Iteration 24Q: 3 clusters Score -1206785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1206808.125000 Penalty: 10569.322266
	Iteration 25Q: 3 clusters Score -1206808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1206830.250000 Penalty: 10569.322266
	Iteration 26Q: 3 clusters Score -1206830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1206855.000000 Penalty: 10569.322266
	Iteration 27Q: 3 clusters Score -1206855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1206894.375000 Penalty: 10569.322266
	Iteration 28Q: 3 clusters Score -1206894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1206950.500000 Penalty: 10569.322266
	Iteration 29Q: 3 clusters Score -1206950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1207007.875000 Penalty: 10569.322266
	Iteration 30Q: 3 clusters Score -1207008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1207043.500000 Penalty: 10569.322266
	Iteration 31Q: 3 clusters Score -1207044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1207068.875000 Penalty: 10569.322266
	Iteration 32Q: 3 clusters Score -1207069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1207085.250000 Penalty: 10569.322266
	Iteration 33Q: 3 clusters Score -1207085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1207101.375000 Penalty: 10569.322266
	Iteration 34Q: 3 clusters Score -1207101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1207116.750000 Penalty: 10569.322266
	Iteration 35Q: 3 clusters Score -1207117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1207127.750000 Penalty: 10569.322266
	Iteration 36Q: 3 clusters Score -1207128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1207134.000000 Penalty: 10569.322266
	Iteration 37Q: 3 clusters Score -1207134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1207136.500000 Penalty: 10569.322266
	Iteration 38Q: 3 clusters Score -1207136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1207138.375000 Penalty: 10569.322266
	Iteration 39Q: 3 clusters Score -1207138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1207140.500000 Penalty: 10569.322266
	Iteration 40F: 3 clusters Score -1207140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Entering Unmasked Estep 
Score: -2264336.750000 Penalty: 5640.107422
	Iteration 0F: 2 clusters Score -2264337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2254105.000000 Penalty: 11280.214844
	Iteration 0F: 3 clusters Score -2254105 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2256239.000000 Penalty: 11280.214844
	Iteration 1F: 3 clusters Score -2256239 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2256702.750000 Penalty: 11280.214844
	Iteration 2F: 3 clusters Score -2256703 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2256973.250000 Penalty: 11280.214844
	Iteration 3Q: 3 clusters Score -2256973 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2257138.000000 Penalty: 11280.214844
	Iteration 4Q: 3 clusters Score -2257138 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2257247.750000 Penalty: 11280.214844
	Iteration 5Q: 3 clusters Score -2257248 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2257338.750000 Penalty: 11280.214844
	Iteration 6Q: 3 clusters Score -2257339 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2257405.000000 Penalty: 11280.214844
	Iteration 7Q: 3 clusters Score -2257405 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2257480.750000 Penalty: 11280.214844
	Iteration 8Q: 3 clusters Score -2257481 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2257529.000000 Penalty: 11280.214844
	Iteration 9Q: 3 clusters Score -2257529 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2257577.250000 Penalty: 11280.214844
	Iteration 10Q: 3 clusters Score -2257577 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2257629.500000 Penalty: 11280.214844
	Iteration 11Q: 3 clusters Score -2257630 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2257664.000000 Penalty: 11280.214844
	Iteration 12Q: 3 clusters Score -2257664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2257691.000000 Penalty: 11280.214844
	Iteration 13Q: 3 clusters Score -2257691 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2257721.000000 Penalty: 11280.214844
	Iteration 14Q: 3 clusters Score -2257721 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2257754.250000 Penalty: 11280.214844
	Iteration 15Q: 3 clusters Score -2257754 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2257781.250000 Penalty: 11280.214844
	Iteration 16Q: 3 clusters Score -2257781 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2257815.000000 Penalty: 11280.214844
	Iteration 17Q: 3 clusters Score -2257815 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2257848.000000 Penalty: 11280.214844
	Iteration 18Q: 3 clusters Score -2257848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2257880.250000 Penalty: 11280.214844
	Iteration 19Q: 3 clusters Score -2257880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2257916.250000 Penalty: 11280.214844
	Iteration 20F: 3 clusters Score -2257916 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2257940.000000 Penalty: 11280.214844
	Iteration 21Q: 3 clusters Score -2257940 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2257972.750000 Penalty: 11280.214844
	Iteration 22Q: 3 clusters Score -2257973 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2258000.250000 Penalty: 11280.214844
	Iteration 23Q: 3 clusters Score -2258000 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2258035.000000 Penalty: 11280.214844
	Iteration 24Q: 3 clusters Score -2258035 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2258069.500000 Penalty: 11280.214844
	Iteration 25Q: 3 clusters Score -2258070 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2258102.750000 Penalty: 11280.214844
	Iteration 26Q: 3 clusters Score -2258103 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2258155.500000 Penalty: 11280.214844
	Iteration 27Q: 3 clusters Score -2258156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2258196.250000 Penalty: 11280.214844
	Iteration 28Q: 3 clusters Score -2258196 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2258247.750000 Penalty: 11280.214844
	Iteration 29Q: 3 clusters Score -2258248 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2258292.000000 Penalty: 11280.214844
	Iteration 30Q: 3 clusters Score -2258292 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2258326.000000 Penalty: 11280.214844
	Iteration 31Q: 3 clusters Score -2258326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2258362.000000 Penalty: 11280.214844
	Iteration 32Q: 3 clusters Score -2258362 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2258394.250000 Penalty: 11280.214844
	Iteration 33Q: 3 clusters Score -2258394 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2258434.000000 Penalty: 11280.214844
	Iteration 34Q: 3 clusters Score -2258434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2258466.000000 Penalty: 11280.214844
	Iteration 35Q: 3 clusters Score -2258466 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2258505.250000 Penalty: 11280.214844
	Iteration 36Q: 3 clusters Score -2258505 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2258536.500000 Penalty: 11280.214844
	Iteration 37Q: 3 clusters Score -2258536 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2258575.500000 Penalty: 11280.214844
	Iteration 38Q: 3 clusters Score -2258576 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2258619.250000 Penalty: 11280.214844
	Iteration 39Q: 3 clusters Score -2258619 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2258663.250000 Penalty: 11280.214844
	Iteration 40F: 3 clusters Score -2258663 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2258699.750000 Penalty: 11280.214844
	Iteration 41Q: 3 clusters Score -2258700 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2258739.250000 Penalty: 11280.214844
	Iteration 42Q: 3 clusters Score -2258739 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2258765.250000 Penalty: 11280.214844
	Iteration 43Q: 3 clusters Score -2258765 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2258793.000000 Penalty: 11280.214844
	Iteration 44Q: 3 clusters Score -2258793 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2258831.250000 Penalty: 11280.214844
	Iteration 45Q: 3 clusters Score -2258831 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2258868.000000 Penalty: 11280.214844
	Iteration 46Q: 3 clusters Score -2258868 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2258912.750000 Penalty: 11280.214844
	Iteration 47Q: 3 clusters Score -2258913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2258945.750000 Penalty: 11280.214844
	Iteration 48Q: 3 clusters Score -2258946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2258971.750000 Penalty: 11280.214844
	Iteration 49Q: 3 clusters Score -2258972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2258986.250000 Penalty: 11280.214844
	Iteration 50Q: 3 clusters Score -2258986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2259006.000000 Penalty: 11280.214844
	Iteration 51Q: 3 clusters Score -2259006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2259022.000000 Penalty: 11280.214844
	Iteration 52Q: 3 clusters Score -2259022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2259038.500000 Penalty: 11280.214844
	Iteration 53Q: 3 clusters Score -2259038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2259059.250000 Penalty: 11280.214844
	Iteration 54Q: 3 clusters Score -2259059 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2259078.750000 Penalty: 11280.214844
	Iteration 55Q: 3 clusters Score -2259079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2259098.500000 Penalty: 11280.214844
	Iteration 56Q: 3 clusters Score -2259098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2259110.000000 Penalty: 11280.214844
	Iteration 57Q: 3 clusters Score -2259110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2259130.000000 Penalty: 11280.214844
	Iteration 58Q: 3 clusters Score -2259130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2259143.000000 Penalty: 11280.214844
	Iteration 59Q: 3 clusters Score -2259143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2259164.500000 Penalty: 11280.214844
	Iteration 60F: 3 clusters Score -2259164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2259175.500000 Penalty: 11280.214844
	Iteration 61Q: 3 clusters Score -2259176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2259194.000000 Penalty: 11280.214844
	Iteration 62Q: 3 clusters Score -2259194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2259215.000000 Penalty: 11280.214844
	Iteration 63Q: 3 clusters Score -2259215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2259224.250000 Penalty: 11280.214844
	Iteration 64Q: 3 clusters Score -2259224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2259229.750000 Penalty: 11280.214844
	Iteration 65Q: 3 clusters Score -2259230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2259234.750000 Penalty: 11280.214844
	Iteration 66Q: 3 clusters Score -2259235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2259240.250000 Penalty: 11280.214844
	Iteration 67Q: 3 clusters Score -2259240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2259251.000000 Penalty: 11280.214844
	Iteration 68Q: 3 clusters Score -2259251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2259255.750000 Penalty: 11280.214844
	Iteration 69Q: 3 clusters Score -2259256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2259259.250000 Penalty: 11280.214844
	Iteration 70Q: 3 clusters Score -2259259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2259268.750000 Penalty: 11280.214844
	Iteration 71Q: 3 clusters Score -2259269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2259272.750000 Penalty: 11280.214844
	Iteration 72Q: 3 clusters Score -2259273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2259272.750000 Penalty: 11280.214844
	Iteration 73Q: 3 clusters Score -2259273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2259270.750000 Penalty: 11280.214844
	Iteration 74Q: 3 clusters Score -2259271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2259274.250000 Penalty: 11280.214844
	Iteration 75Q: 3 clusters Score -2259274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2259275.000000 Penalty: 11280.214844
	Iteration 76Q: 3 clusters Score -2259275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2259277.250000 Penalty: 11280.214844
	Iteration 77Q: 3 clusters Score -2259277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2259278.250000 Penalty: 11280.214844
	Iteration 78Q: 3 clusters Score -2259278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2259280.500000 Penalty: 11280.214844
	Iteration 79Q: 3 clusters Score -2259280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2259281.000000 Penalty: 11280.214844
	Iteration 80F: 3 clusters Score -2259281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2259287.500000 Penalty: 11280.214844
	Iteration 81Q: 3 clusters Score -2259288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2259292.500000 Penalty: 11280.214844
	Iteration 82Q: 3 clusters Score -2259292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2259297.250000 Penalty: 11280.214844
	Iteration 83Q: 3 clusters Score -2259297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2259302.000000 Penalty: 11280.214844
	Iteration 84Q: 3 clusters Score -2259302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2259301.250000 Penalty: 11280.214844
	Iteration 85Q: 3 clusters Score -2259301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2259306.250000 Penalty: 11280.214844
	Iteration 86Q: 3 clusters Score -2259306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2259309.500000 Penalty: 11280.214844
	Iteration 87Q: 3 clusters Score -2259310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2259313.000000 Penalty: 11280.214844
	Iteration 88Q: 3 clusters Score -2259313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2259314.250000 Penalty: 11280.214844
	Iteration 89Q: 3 clusters Score -2259314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2259313.750000 Penalty: 11280.214844
	Iteration 90Q: 3 clusters Score -2259314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2259316.250000 Penalty: 11280.214844
	Iteration 91Q: 3 clusters Score -2259316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2259317.750000 Penalty: 11280.214844
	Iteration 92Q: 3 clusters Score -2259318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2259319.500000 Penalty: 11280.214844
	Iteration 93Q: 3 clusters Score -2259320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2259320.750000 Penalty: 11280.214844
	Iteration 94Q: 3 clusters Score -2259321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2259321.500000 Penalty: 11280.214844
	Iteration 95Q: 3 clusters Score -2259322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2259322.250000 Penalty: 11280.214844
	Iteration 96Q: 3 clusters Score -2259322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2259322.500000 Penalty: 11280.214844
	Iteration 97Q: 3 clusters Score -2259322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2259324.750000 Penalty: 11280.214844
	Iteration 98Q: 3 clusters Score -2259325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2259324.000000 Penalty: 11280.214844
	Iteration 99Q: 3 clusters Score -2259324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2259325.500000 Penalty: 11280.214844
	Iteration 100F: 3 clusters Score -2259326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -74999.898438 Penalty: 3647.950195
	Iteration 0F: 2 clusters Score -74999.9 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 195 members 
Entering Unmasked Estep 
Score: -72117.187500 Penalty: 7295.900391
	Iteration 0F: 3 clusters Score -72117.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -72262.242188 Penalty: 7295.900391
	Iteration 1F: 3 clusters Score -72262.24 nChanged 6
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: -72294.656250 Penalty: 7295.900391
	Iteration 2Q: 3 clusters Score -72294.66 nChanged 0
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: -72294.656250 Penalty: 7295.900391
	Iteration 3F: 3 clusters Score -72294.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 3481 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13352 members 
Mstep: Class 6 contains 27838 members 
Mstep: Class 7 contains 29837 members 
Mstep: Class 8 contains 170318 members 
Mstep: Class 9 contains 7415 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37294 members 
Mstep: Class 13 contains 5634 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11755 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36303 members 
Mstep: Class 19 contains 20774 members 
Mstep: Class 20 contains 124390 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 9980 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286976.000000 Penalty: 212307.062500
Iteration 119Q: 27 clusters Score -1.38287e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 3482 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13352 members 
Mstep: Class 6 contains 27839 members 
Mstep: Class 7 contains 29837 members 
Mstep: Class 8 contains 170324 members 
Mstep: Class 9 contains 7415 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37295 members 
Mstep: Class 13 contains 5631 members 
Mstep: Class 14 contains 13093 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11760 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36303 members 
Mstep: Class 19 contains 20695 members 
Mstep: Class 20 contains 124354 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 10073 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286816.000000 Penalty: 212307.062500
Iteration 120F: 27 clusters Score -1.382868e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 3484 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13352 members 
Mstep: Class 6 contains 27839 members 
Mstep: Class 7 contains 29837 members 
Mstep: Class 8 contains 170326 members 
Mstep: Class 9 contains 7414 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37295 members 
Mstep: Class 13 contains 5629 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11761 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36304 members 
Mstep: Class 19 contains 20616 members 
Mstep: Class 20 contains 124318 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 10183 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287008.000000 Penalty: 212307.062500
Iteration 121Q: 27 clusters Score -1.38287e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 3488 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13352 members 
Mstep: Class 6 contains 27838 members 
Mstep: Class 7 contains 29837 members 
Mstep: Class 8 contains 170333 members 
Mstep: Class 9 contains 7415 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37295 members 
Mstep: Class 13 contains 5631 members 
Mstep: Class 14 contains 13096 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11759 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36304 members 
Mstep: Class 19 contains 20532 members 
Mstep: Class 20 contains 124276 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5587 members 
Mstep: Class 25 contains 10293 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287056.000000 Penalty: 212307.062500
Iteration 122Q: 27 clusters Score -1.382871e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 3491 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13352 members 
Mstep: Class 6 contains 27839 members 
Mstep: Class 7 contains 29838 members 
Mstep: Class 8 contains 170326 members 
Mstep: Class 9 contains 7416 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37296 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11765 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36304 members 
Mstep: Class 19 contains 20439 members 
Mstep: Class 20 contains 124229 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5589 members 
Mstep: Class 25 contains 10423 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287216.000000 Penalty: 212307.062500
Iteration 123Q: 27 clusters Score -1.382872e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 3492 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13352 members 
Mstep: Class 6 contains 27840 members 
Mstep: Class 7 contains 29839 members 
Mstep: Class 8 contains 170323 members 
Mstep: Class 9 contains 7415 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37297 members 
Mstep: Class 13 contains 5629 members 
Mstep: Class 14 contains 13097 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11765 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36302 members 
Mstep: Class 19 contains 20348 members 
Mstep: Class 20 contains 124184 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5589 members 
Mstep: Class 25 contains 10544 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287216.000000 Penalty: 212307.062500
Iteration 124Q: 27 clusters Score -1.382872e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 3493 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13352 members 
Mstep: Class 6 contains 27839 members 
Mstep: Class 7 contains 29839 members 
Mstep: Class 8 contains 170324 members 
Mstep: Class 9 contains 7415 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37297 members 
Mstep: Class 13 contains 5629 members 
Mstep: Class 14 contains 13096 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11766 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36299 members 
Mstep: Class 19 contains 20258 members 
Mstep: Class 20 contains 124145 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5589 members 
Mstep: Class 25 contains 10667 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287392.000000 Penalty: 212307.062500
Iteration 125Q: 27 clusters Score -1.382874e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 3494 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13351 members 
Mstep: Class 6 contains 27842 members 
Mstep: Class 7 contains 29839 members 
Mstep: Class 8 contains 170327 members 
Mstep: Class 9 contains 7415 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37297 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 13098 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11766 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36302 members 
Mstep: Class 19 contains 20142 members 
Mstep: Class 20 contains 124105 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5589 members 
Mstep: Class 25 contains 10806 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287312.000000 Penalty: 212307.062500
Iteration 126Q: 27 clusters Score -1.382873e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 3494 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13350 members 
Mstep: Class 6 contains 27843 members 
Mstep: Class 7 contains 29840 members 
Mstep: Class 8 contains 170325 members 
Mstep: Class 9 contains 7415 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37297 members 
Mstep: Class 13 contains 5629 members 
Mstep: Class 14 contains 13101 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11771 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36302 members 
Mstep: Class 19 contains 20030 members 
Mstep: Class 20 contains 124079 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5589 members 
Mstep: Class 25 contains 10923 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287344.000000 Penalty: 212307.062500
Iteration 127Q: 27 clusters Score -1.382873e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 3494 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13349 members 
Mstep: Class 6 contains 27844 members 
Mstep: Class 7 contains 29840 members 
Mstep: Class 8 contains 170333 members 
Mstep: Class 9 contains 7412 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37297 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 13103 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11773 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36300 members 
Mstep: Class 19 contains 19900 members 
Mstep: Class 20 contains 124049 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 11062 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287584.000000 Penalty: 212307.062500
Iteration 128Q: 27 clusters Score -1.382876e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 3493 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13349 members 
Mstep: Class 6 contains 27843 members 
Mstep: Class 7 contains 29840 members 
Mstep: Class 8 contains 170336 members 
Mstep: Class 9 contains 7413 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37297 members 
Mstep: Class 13 contains 5623 members 
Mstep: Class 14 contains 13107 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11771 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36300 members 
Mstep: Class 19 contains 19755 members 
Mstep: Class 20 contains 124016 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5593 members 
Mstep: Class 25 contains 11218 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287680.000000 Penalty: 212307.062500
Iteration 129Q: 27 clusters Score -1.382877e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 3494 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13349 members 
Mstep: Class 6 contains 27843 members 
Mstep: Class 7 contains 29841 members 
Mstep: Class 8 contains 170340 members 
Mstep: Class 9 contains 7412 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37298 members 
Mstep: Class 13 contains 5623 members 
Mstep: Class 14 contains 13115 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11769 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36298 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 123985 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5592 members 
Mstep: Class 25 contains 11372 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287744.000000 Penalty: 212307.062500
Iteration 130Q: 27 clusters Score -1.382877e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 3494 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13349 members 
Mstep: Class 6 contains 27845 members 
Mstep: Class 7 contains 29844 members 
Mstep: Class 8 contains 170337 members 
Mstep: Class 9 contains 7412 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37299 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 13117 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11766 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36296 members 
Mstep: Class 19 contains 19474 members 
Mstep: Class 20 contains 123958 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50757 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5594 members 
Mstep: Class 25 contains 11528 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287728.000000 Penalty: 212307.062500
Iteration 131Q: 27 clusters Score -1.382877e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 3496 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13349 members 
Mstep: Class 6 contains 27844 members 
Mstep: Class 7 contains 29847 members 
Mstep: Class 8 contains 170329 members 
Mstep: Class 9 contains 7412 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37300 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 13118 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11763 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36295 members 
Mstep: Class 19 contains 19332 members 
Mstep: Class 20 contains 123940 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5592 members 
Mstep: Class 25 contains 11689 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287952.000000 Penalty: 212307.062500
Iteration 132Q: 27 clusters Score -1.38288e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 3497 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13349 members 
Mstep: Class 6 contains 27844 members 
Mstep: Class 7 contains 29849 members 
Mstep: Class 8 contains 170332 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37300 members 
Mstep: Class 13 contains 5611 members 
Mstep: Class 14 contains 13118 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11773 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36296 members 
Mstep: Class 19 contains 19189 members 
Mstep: Class 20 contains 123923 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5594 members 
Mstep: Class 25 contains 11835 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287904.000000 Penalty: 212307.062500
Iteration 133Q: 27 clusters Score -1.382879e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 3499 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13349 members 
Mstep: Class 6 contains 27845 members 
Mstep: Class 7 contains 29850 members 
Mstep: Class 8 contains 170334 members 
Mstep: Class 9 contains 7409 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37300 members 
Mstep: Class 13 contains 5608 members 
Mstep: Class 14 contains 13120 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11774 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36298 members 
Mstep: Class 19 contains 19056 members 
Mstep: Class 20 contains 123891 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5594 members 
Mstep: Class 25 contains 11983 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288064.000000 Penalty: 212307.062500
Iteration 134Q: 27 clusters Score -1.382881e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 3499 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13348 members 
Mstep: Class 6 contains 27845 members 
Mstep: Class 7 contains 29850 members 
Mstep: Class 8 contains 170340 members 
Mstep: Class 9 contains 7407 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37300 members 
Mstep: Class 13 contains 5607 members 
Mstep: Class 14 contains 13120 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11781 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36298 members 
Mstep: Class 19 contains 18902 members 
Mstep: Class 20 contains 123857 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5593 members 
Mstep: Class 25 contains 12156 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288032.000000 Penalty: 212307.062500
Iteration 135Q: 27 clusters Score -1.38288e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 3501 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13348 members 
Mstep: Class 6 contains 27845 members 
Mstep: Class 7 contains 29851 members 
Mstep: Class 8 contains 170343 members 
Mstep: Class 9 contains 7406 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37300 members 
Mstep: Class 13 contains 5605 members 
Mstep: Class 14 contains 13120 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11785 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36301 members 
Mstep: Class 19 contains 18743 members 
Mstep: Class 20 contains 123847 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5593 members 
Mstep: Class 25 contains 12310 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287920.000000 Penalty: 212307.062500
Iteration 136Q: 27 clusters Score -1.382879e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 3502 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13347 members 
Mstep: Class 6 contains 27845 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170343 members 
Mstep: Class 9 contains 7407 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37300 members 
Mstep: Class 13 contains 5598 members 
Mstep: Class 14 contains 13119 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11791 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36302 members 
Mstep: Class 19 contains 18605 members 
Mstep: Class 20 contains 123840 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5593 members 
Mstep: Class 25 contains 12452 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288032.000000 Penalty: 212307.062500
Iteration 137Q: 27 clusters Score -1.38288e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 3505 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27845 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170338 members 
Mstep: Class 9 contains 7408 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37300 members 
Mstep: Class 13 contains 5589 members 
Mstep: Class 14 contains 13120 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11792 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36305 members 
Mstep: Class 19 contains 18475 members 
Mstep: Class 20 contains 123824 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5593 members 
Mstep: Class 25 contains 12604 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288160.000000 Penalty: 212307.062500
Iteration 138Q: 27 clusters Score -1.382882e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27845 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170332 members 
Mstep: Class 9 contains 7408 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37303 members 
Mstep: Class 13 contains 5581 members 
Mstep: Class 14 contains 13121 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11795 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36304 members 
Mstep: Class 19 contains 18353 members 
Mstep: Class 20 contains 123811 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5592 members 
Mstep: Class 25 contains 12738 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288032.000000 Penalty: 212307.062500
Iteration 139Q: 27 clusters Score -1.38288e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13347 members 
Mstep: Class 6 contains 27847 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170333 members 
Mstep: Class 9 contains 7408 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37304 members 
Mstep: Class 13 contains 5577 members 
Mstep: Class 14 contains 13123 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11794 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36305 members 
Mstep: Class 19 contains 18236 members 
Mstep: Class 20 contains 123789 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5593 members 
Mstep: Class 25 contains 12875 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288160.000000 Penalty: 212307.062500
Iteration 140F: 27 clusters Score -1.382882e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27850 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170341 members 
Mstep: Class 9 contains 7408 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37303 members 
Mstep: Class 13 contains 5570 members 
Mstep: Class 14 contains 13127 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11797 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36304 members 
Mstep: Class 19 contains 18142 members 
Mstep: Class 20 contains 123764 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5593 members 
Mstep: Class 25 contains 12983 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288128.000000 Penalty: 212307.062500
Iteration 141Q: 27 clusters Score -1.382881e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27853 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170340 members 
Mstep: Class 9 contains 7408 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37303 members 
Mstep: Class 13 contains 5570 members 
Mstep: Class 14 contains 13127 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11796 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36306 members 
Mstep: Class 19 contains 18044 members 
Mstep: Class 20 contains 123757 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5593 members 
Mstep: Class 25 contains 13083 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288240.000000 Penalty: 212307.062500
Iteration 142Q: 27 clusters Score -1.382882e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27855 members 
Mstep: Class 7 contains 29852 members 
Mstep: Class 8 contains 170341 members 
Mstep: Class 9 contains 7407 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37304 members 
Mstep: Class 13 contains 5567 members 
Mstep: Class 14 contains 13127 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17974 members 
Mstep: Class 20 contains 123753 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5594 members 
Mstep: Class 25 contains 13153 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288288.000000 Penalty: 212307.062500
Iteration 143Q: 27 clusters Score -1.382883e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27857 members 
Mstep: Class 7 contains 29852 members 
Mstep: Class 8 contains 170347 members 
Mstep: Class 9 contains 7407 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 14 contains 13130 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11799 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36304 members 
Mstep: Class 19 contains 17915 members 
Mstep: Class 20 contains 123737 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5594 members 
Mstep: Class 25 contains 13221 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288336.000000 Penalty: 212307.062500
Iteration 144Q: 27 clusters Score -1.382883e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27857 members 
Mstep: Class 7 contains 29851 members 
Mstep: Class 8 contains 170344 members 
Mstep: Class 9 contains 7407 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 14 contains 13131 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11800 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36305 members 
Mstep: Class 19 contains 17866 members 
Mstep: Class 20 contains 123727 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 13280 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288256.000000 Penalty: 212307.062500
Iteration 145Q: 27 clusters Score -1.382883e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27857 members 
Mstep: Class 7 contains 29851 members 
Mstep: Class 8 contains 170346 members 
Mstep: Class 9 contains 7407 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5563 members 
Mstep: Class 14 contains 13132 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11800 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36304 members 
Mstep: Class 19 contains 17821 members 
Mstep: Class 20 contains 123722 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 13330 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288384.000000 Penalty: 212307.062500
Iteration 146Q: 27 clusters Score -1.382884e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27857 members 
Mstep: Class 7 contains 29851 members 
Mstep: Class 8 contains 170348 members 
Mstep: Class 9 contains 7407 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5562 members 
Mstep: Class 14 contains 13134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11800 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36304 members 
Mstep: Class 19 contains 17779 members 
Mstep: Class 20 contains 123715 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 13373 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288432.000000 Penalty: 212307.062500
Iteration 147Q: 27 clusters Score -1.382884e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27858 members 
Mstep: Class 7 contains 29851 members 
Mstep: Class 8 contains 170352 members 
Mstep: Class 9 contains 7407 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37306 members 
Mstep: Class 13 contains 5560 members 
Mstep: Class 14 contains 13134 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11800 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36304 members 
Mstep: Class 19 contains 17741 members 
Mstep: Class 20 contains 123708 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 13413 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288384.000000 Penalty: 212307.062500
Iteration 148Q: 27 clusters Score -1.382884e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27859 members 
Mstep: Class 7 contains 29851 members 
Mstep: Class 8 contains 170352 members 
Mstep: Class 9 contains 7408 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5559 members 
Mstep: Class 14 contains 13136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11802 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36305 members 
Mstep: Class 19 contains 17711 members 
Mstep: Class 20 contains 123707 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 13438 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288528.000000 Penalty: 212307.062500
Iteration 149Q: 27 clusters Score -1.382885e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27860 members 
Mstep: Class 7 contains 29852 members 
Mstep: Class 8 contains 170350 members 
Mstep: Class 9 contains 7408 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 13136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11802 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17689 members 
Mstep: Class 20 contains 123702 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 13465 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288608.000000 Penalty: 212307.062500
Iteration 150Q: 27 clusters Score -1.382886e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27861 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170356 members 
Mstep: Class 9 contains 7408 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 13136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11805 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36309 members 
Mstep: Class 19 contains 17668 members 
Mstep: Class 20 contains 123692 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 13479 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288560.000000 Penalty: 212307.062500
Iteration 151Q: 27 clusters Score -1.382886e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27863 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170360 members 
Mstep: Class 9 contains 7408 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5557 members 
Mstep: Class 14 contains 13136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11806 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36308 members 
Mstep: Class 19 contains 17653 members 
Mstep: Class 20 contains 123681 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 13500 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288496.000000 Penalty: 212307.062500
Iteration 152Q: 27 clusters Score -1.382885e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27863 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170361 members 
Mstep: Class 9 contains 7408 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5556 members 
Mstep: Class 14 contains 13136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11806 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17644 members 
Mstep: Class 20 contains 123681 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 13510 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288464.000000 Penalty: 212307.062500
Iteration 153Q: 27 clusters Score -1.382885e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27864 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170363 members 
Mstep: Class 9 contains 7408 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5553 members 
Mstep: Class 14 contains 13136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11806 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17637 members 
Mstep: Class 20 contains 123677 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 13522 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288608.000000 Penalty: 212307.062500
Iteration 154Q: 27 clusters Score -1.382886e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27864 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170367 members 
Mstep: Class 9 contains 7408 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5554 members 
Mstep: Class 14 contains 13136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11805 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17627 members 
Mstep: Class 20 contains 123673 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 13532 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288464.000000 Penalty: 212307.062500
Iteration 155Q: 27 clusters Score -1.382885e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27864 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170368 members 
Mstep: Class 9 contains 7410 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5553 members 
Mstep: Class 14 contains 13136 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17619 members 
Mstep: Class 20 contains 123676 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5592 members 
Mstep: Class 25 contains 13534 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288480.000000 Penalty: 212307.062500
Iteration 156Q: 27 clusters Score -1.382885e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27864 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170367 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5555 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17615 members 
Mstep: Class 20 contains 123672 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13537 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288464.000000 Penalty: 212307.062500
Iteration 157Q: 27 clusters Score -1.382885e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27864 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170367 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5555 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11803 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17610 members 
Mstep: Class 20 contains 123673 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13541 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288480.000000 Penalty: 212307.062500
Iteration 158Q: 27 clusters Score -1.382885e+08 nChanged 17
Entering ConstructFrom: 
Score: -138288480.000000 Penalty: 212307.062500
Entering ConstructFrom: 
Trying to split cluster 1 (34934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Entering Unmasked Estep 
Score: -7969700.500000 Penalty: 6407.494629
	Iteration 0F: 2 clusters Score -7969700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -7943746.500000 Penalty: 12814.989258
	Iteration 0F: 3 clusters Score -7943746 nChanged 14913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -7951739.000000 Penalty: 12814.989258
	Iteration 1F: 3 clusters Score -7951739 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -7952639.500000 Penalty: 12814.989258
	Iteration 2F: 3 clusters Score -7952640 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -7953352.500000 Penalty: 12814.989258
	Iteration 3Q: 3 clusters Score -7953352 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -7953894.500000 Penalty: 12814.989258
	Iteration 4Q: 3 clusters Score -7953894 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -7954332.000000 Penalty: 12814.989258
	Iteration 5Q: 3 clusters Score -7954332 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -7954769.500000 Penalty: 12814.989258
	Iteration 6Q: 3 clusters Score -7954770 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -7955320.000000 Penalty: 12814.989258
	Iteration 7Q: 3 clusters Score -7955320 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -7955942.000000 Penalty: 12814.989258
	Iteration 8Q: 3 clusters Score -7955942 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -7956747.000000 Penalty: 12814.989258
	Iteration 9Q: 3 clusters Score -7956747 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -7957790.000000 Penalty: 12814.989258
	Iteration 10Q: 3 clusters Score -7957790 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -7959019.500000 Penalty: 12814.989258
	Iteration 11Q: 3 clusters Score -7959020 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -7960321.000000 Penalty: 12814.989258
	Iteration 12Q: 3 clusters Score -7960321 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -7961330.000000 Penalty: 12814.989258
	Iteration 13Q: 3 clusters Score -7961330 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -7962218.500000 Penalty: 12814.989258
	Iteration 14Q: 3 clusters Score -7962218 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -7962815.000000 Penalty: 12814.989258
	Iteration 15Q: 3 clusters Score -7962815 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -7963277.500000 Penalty: 12814.989258
	Iteration 16Q: 3 clusters Score -7963278 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -7963605.000000 Penalty: 12814.989258
	Iteration 17Q: 3 clusters Score -7963605 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -7963861.000000 Penalty: 12814.989258
	Iteration 18Q: 3 clusters Score -7963861 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -7964063.500000 Penalty: 12814.989258
	Iteration 19Q: 3 clusters Score -7964064 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -7964197.000000 Penalty: 12814.989258
	Iteration 20F: 3 clusters Score -7964197 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -7964314.500000 Penalty: 12814.989258
	Iteration 21Q: 3 clusters Score -7964314 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -7964383.000000 Penalty: 12814.989258
	Iteration 22Q: 3 clusters Score -7964383 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -7964400.000000 Penalty: 12814.989258
	Iteration 23Q: 3 clusters Score -7964400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -7964474.500000 Penalty: 12814.989258
	Iteration 24Q: 3 clusters Score -7964474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -7964508.000000 Penalty: 12814.989258
	Iteration 25Q: 3 clusters Score -7964508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7964532.500000 Penalty: 12814.989258
	Iteration 26Q: 3 clusters Score -7964532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -7964536.500000 Penalty: 12814.989258
	Iteration 27Q: 3 clusters Score -7964536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7964562.000000 Penalty: 12814.989258
	Iteration 28Q: 3 clusters Score -7964562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -7964551.000000 Penalty: 12814.989258
	Iteration 29Q: 3 clusters Score -7964551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7964580.500000 Penalty: 12814.989258
	Iteration 30Q: 3 clusters Score -7964580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -7964591.500000 Penalty: 12814.989258
	Iteration 31Q: 3 clusters Score -7964592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -7964596.000000 Penalty: 12814.989258
	Iteration 32Q: 3 clusters Score -7964596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -7964621.500000 Penalty: 12814.989258
	Iteration 33Q: 3 clusters Score -7964622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -7964624.000000 Penalty: 12814.989258
	Iteration 34Q: 3 clusters Score -7964624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7964614.000000 Penalty: 12814.989258
	Iteration 35Q: 3 clusters Score -7964614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7964619.500000 Penalty: 12814.989258
	Iteration 36Q: 3 clusters Score -7964620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7964615.000000 Penalty: 12814.989258
	Iteration 37Q: 3 clusters Score -7964615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -7964625.500000 Penalty: 12814.989258
	Iteration 38Q: 3 clusters Score -7964626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -7964626.500000 Penalty: 12814.989258
	Iteration 39Q: 3 clusters Score -7964626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7964629.000000 Penalty: 12814.989258
	Iteration 40F: 3 clusters Score -7964629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -7964626.000000 Penalty: 12814.989258
	Iteration 41Q: 3 clusters Score -7964626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7964630.500000 Penalty: 12814.989258
	Iteration 42Q: 3 clusters Score -7964630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7964628.000000 Penalty: 12814.989258
	Iteration 43Q: 3 clusters Score -7964628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7964628.500000 Penalty: 12814.989258
	Iteration 44Q: 3 clusters Score -7964628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7964628.500000 Penalty: 12814.989258
	Iteration 45Q: 3 clusters Score -7964628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7964627.500000 Penalty: 12814.989258
	Iteration 46Q: 3 clusters Score -7964628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7964627.500000 Penalty: 12814.989258
	Iteration 47F: 3 clusters Score -7964628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Entering Unmasked Estep 
Score: -804406.187500 Penalty: 4999.890137
	Iteration 0F: 2 clusters Score -804406.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -798298.312500 Penalty: 9999.780273
	Iteration 0F: 3 clusters Score -798298.3 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -799121.875000 Penalty: 9999.780273
	Iteration 1F: 3 clusters Score -799121.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -799376.312500 Penalty: 9999.780273
	Iteration 2F: 3 clusters Score -799376.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -799502.125000 Penalty: 9999.780273
	Iteration 3Q: 3 clusters Score -799502.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -799580.625000 Penalty: 9999.780273
	Iteration 4Q: 3 clusters Score -799580.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -799634.812500 Penalty: 9999.780273
	Iteration 5Q: 3 clusters Score -799634.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -799664.875000 Penalty: 9999.780273
	Iteration 6Q: 3 clusters Score -799664.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -799686.812500 Penalty: 9999.780273
	Iteration 7Q: 3 clusters Score -799686.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -799706.937500 Penalty: 9999.780273
	Iteration 8Q: 3 clusters Score -799706.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -799729.375000 Penalty: 9999.780273
	Iteration 9Q: 3 clusters Score -799729.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -799737.375000 Penalty: 9999.780273
	Iteration 10Q: 3 clusters Score -799737.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -799744.500000 Penalty: 9999.780273
	Iteration 11Q: 3 clusters Score -799744.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -799748.375000 Penalty: 9999.780273
	Iteration 12Q: 3 clusters Score -799748.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -799749.250000 Penalty: 9999.780273
	Iteration 13Q: 3 clusters Score -799749.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -799751.687500 Penalty: 9999.780273
	Iteration 14Q: 3 clusters Score -799751.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -799753.312500 Penalty: 9999.780273
	Iteration 15Q: 3 clusters Score -799753.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -799753.812500 Penalty: 9999.780273
	Iteration 16Q: 3 clusters Score -799753.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -799755.187500 Penalty: 9999.780273
	Iteration 17Q: 3 clusters Score -799755.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -799755.000000 Penalty: 9999.780273
	Iteration 18Q: 3 clusters Score -799755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -799755.000000 Penalty: 9999.780273
	Iteration 19F: 3 clusters Score -799755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -153839.640625 Penalty: 4056.426025
	Iteration 0F: 2 clusters Score -153839.6 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 376 members 
Entering Unmasked Estep 
Score: -150174.671875 Penalty: 8112.852051
	Iteration 0F: 3 clusters Score -150174.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -150571.531250 Penalty: 8112.852051
	Iteration 1F: 3 clusters Score -150571.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -150824.078125 Penalty: 8112.852051
	Iteration 2F: 3 clusters Score -150824.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -150908.390625 Penalty: 8112.852051
	Iteration 3Q: 3 clusters Score -150908.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -150989.406250 Penalty: 8112.852051
	Iteration 4Q: 3 clusters Score -150989.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -151024.421875 Penalty: 8112.852051
	Iteration 5Q: 3 clusters Score -151024.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -151072.531250 Penalty: 8112.852051
	Iteration 6Q: 3 clusters Score -151072.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -151081.234375 Penalty: 8112.852051
	Iteration 7Q: 3 clusters Score -151081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -151083.265625 Penalty: 8112.852051
	Iteration 8Q: 3 clusters Score -151083.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -151083.265625 Penalty: 8112.852051
	Iteration 9F: 3 clusters Score -151083.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -270628.218750 Penalty: 4415.267578
	Iteration 0F: 2 clusters Score -270628.2 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 694 members 
Entering Unmasked Estep 
Score: -266261.031250 Penalty: 8830.535156
	Iteration 0F: 3 clusters Score -266261 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -267359.406250 Penalty: 8830.535156
	Iteration 1F: 3 clusters Score -267359.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -268206.218750 Penalty: 8830.535156
	Iteration 2F: 3 clusters Score -268206.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -268986.375000 Penalty: 8830.535156
	Iteration 3F: 3 clusters Score -268986.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -269437.968750 Penalty: 8830.535156
	Iteration 4F: 3 clusters Score -269438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -269746.031250 Penalty: 8830.535156
	Iteration 5Q: 3 clusters Score -269746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -269953.375000 Penalty: 8830.535156
	Iteration 6Q: 3 clusters Score -269953.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -270063.343750 Penalty: 8830.535156
	Iteration 7Q: 3 clusters Score -270063.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -270107.937500 Penalty: 8830.535156
	Iteration 8Q: 3 clusters Score -270107.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -270186.937500 Penalty: 8830.535156
	Iteration 9Q: 3 clusters Score -270186.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -270200.500000 Penalty: 8830.535156
	Iteration 10Q: 3 clusters Score -270200.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -270200.500000 Penalty: 8830.535156
	Iteration 11F: 3 clusters Score -270200.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Entering Unmasked Estep 
Score: -3047331.000000 Penalty: 5818.120117
	Iteration 0F: 2 clusters Score -3047331 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 6640 members 
Entering Unmasked Estep 
Score: -3035053.750000 Penalty: 11636.240234
	Iteration 0F: 3 clusters Score -3035054 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3037898.500000 Penalty: 11636.240234
	Iteration 1F: 3 clusters Score -3037898 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -3038425.000000 Penalty: 11636.240234
	Iteration 2F: 3 clusters Score -3038425 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -3038756.000000 Penalty: 11636.240234
	Iteration 3Q: 3 clusters Score -3038756 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3039012.000000 Penalty: 11636.240234
	Iteration 4Q: 3 clusters Score -3039012 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -3039217.500000 Penalty: 11636.240234
	Iteration 5Q: 3 clusters Score -3039218 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -3039413.000000 Penalty: 11636.240234
	Iteration 6Q: 3 clusters Score -3039413 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3039582.000000 Penalty: 11636.240234
	Iteration 7Q: 3 clusters Score -3039582 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -3039738.750000 Penalty: 11636.240234
	Iteration 8Q: 3 clusters Score -3039739 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -3039870.000000 Penalty: 11636.240234
	Iteration 9Q: 3 clusters Score -3039870 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3039989.500000 Penalty: 11636.240234
	Iteration 10Q: 3 clusters Score -3039990 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3040078.250000 Penalty: 11636.240234
	Iteration 11Q: 3 clusters Score -3040078 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3040160.250000 Penalty: 11636.240234
	Iteration 12Q: 3 clusters Score -3040160 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -3040238.500000 Penalty: 11636.240234
	Iteration 13Q: 3 clusters Score -3040238 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3040316.000000 Penalty: 11636.240234
	Iteration 14Q: 3 clusters Score -3040316 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -3040400.750000 Penalty: 11636.240234
	Iteration 15Q: 3 clusters Score -3040401 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3040462.500000 Penalty: 11636.240234
	Iteration 16Q: 3 clusters Score -3040462 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -3040538.750000 Penalty: 11636.240234
	Iteration 17Q: 3 clusters Score -3040539 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3040611.500000 Penalty: 11636.240234
	Iteration 18Q: 3 clusters Score -3040612 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -3040673.250000 Penalty: 11636.240234
	Iteration 19Q: 3 clusters Score -3040673 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3040756.250000 Penalty: 11636.240234
	Iteration 20F: 3 clusters Score -3040756 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3040831.000000 Penalty: 11636.240234
	Iteration 21Q: 3 clusters Score -3040831 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -3040901.000000 Penalty: 11636.240234
	Iteration 22Q: 3 clusters Score -3040901 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -3040985.500000 Penalty: 11636.240234
	Iteration 23Q: 3 clusters Score -3040986 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3041095.750000 Penalty: 11636.240234
	Iteration 24Q: 3 clusters Score -3041096 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3041200.500000 Penalty: 11636.240234
	Iteration 25Q: 3 clusters Score -3041200 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3041334.500000 Penalty: 11636.240234
	Iteration 26Q: 3 clusters Score -3041334 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -3041441.500000 Penalty: 11636.240234
	Iteration 27Q: 3 clusters Score -3041442 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -3041570.750000 Penalty: 11636.240234
	Iteration 28Q: 3 clusters Score -3041571 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3041679.000000 Penalty: 11636.240234
	Iteration 29Q: 3 clusters Score -3041679 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -3041806.750000 Penalty: 11636.240234
	Iteration 30Q: 3 clusters Score -3041807 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -3041926.500000 Penalty: 11636.240234
	Iteration 31Q: 3 clusters Score -3041926 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -3042041.500000 Penalty: 11636.240234
	Iteration 32Q: 3 clusters Score -3042042 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -3042134.750000 Penalty: 11636.240234
	Iteration 33Q: 3 clusters Score -3042135 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3042215.500000 Penalty: 11636.240234
	Iteration 34Q: 3 clusters Score -3042216 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -3042312.500000 Penalty: 11636.240234
	Iteration 35Q: 3 clusters Score -3042312 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -3042418.500000 Penalty: 11636.240234
	Iteration 36Q: 3 clusters Score -3042418 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -3042512.250000 Penalty: 11636.240234
	Iteration 37Q: 3 clusters Score -3042512 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -3042593.250000 Penalty: 11636.240234
	Iteration 38Q: 3 clusters Score -3042593 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -3042662.250000 Penalty: 11636.240234
	Iteration 39Q: 3 clusters Score -3042662 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -3042707.750000 Penalty: 11636.240234
	Iteration 40F: 3 clusters Score -3042708 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -3042762.000000 Penalty: 11636.240234
	Iteration 41Q: 3 clusters Score -3042762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3042800.500000 Penalty: 11636.240234
	Iteration 42Q: 3 clusters Score -3042800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -3042818.000000 Penalty: 11636.240234
	Iteration 43Q: 3 clusters Score -3042818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3042826.250000 Penalty: 11636.240234
	Iteration 44Q: 3 clusters Score -3042826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3042841.750000 Penalty: 11636.240234
	Iteration 45Q: 3 clusters Score -3042842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -3042845.000000 Penalty: 11636.240234
	Iteration 46Q: 3 clusters Score -3042845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -3042853.000000 Penalty: 11636.240234
	Iteration 47Q: 3 clusters Score -3042853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3042858.250000 Penalty: 11636.240234
	Iteration 48Q: 3 clusters Score -3042858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -3042868.750000 Penalty: 11636.240234
	Iteration 49Q: 3 clusters Score -3042869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -3042873.000000 Penalty: 11636.240234
	Iteration 50Q: 3 clusters Score -3042873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3042873.000000 Penalty: 11636.240234
	Iteration 51Q: 3 clusters Score -3042873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3042876.500000 Penalty: 11636.240234
	Iteration 52Q: 3 clusters Score -3042876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3042880.000000 Penalty: 11636.240234
	Iteration 53Q: 3 clusters Score -3042880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3042887.250000 Penalty: 11636.240234
	Iteration 54Q: 3 clusters Score -3042887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -3042892.000000 Penalty: 11636.240234
	Iteration 55Q: 3 clusters Score -3042892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3042901.750000 Penalty: 11636.240234
	Iteration 56Q: 3 clusters Score -3042902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3042902.500000 Penalty: 11636.240234
	Iteration 57Q: 3 clusters Score -3042902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -3042909.500000 Penalty: 11636.240234
	Iteration 58Q: 3 clusters Score -3042910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -3042915.750000 Penalty: 11636.240234
	Iteration 59Q: 3 clusters Score -3042916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3042924.000000 Penalty: 11636.240234
	Iteration 60F: 3 clusters Score -3042924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -3042925.750000 Penalty: 11636.240234
	Iteration 61Q: 3 clusters Score -3042926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3042937.250000 Penalty: 11636.240234
	Iteration 62Q: 3 clusters Score -3042937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -3042937.000000 Penalty: 11636.240234
	Iteration 63Q: 3 clusters Score -3042937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3042939.500000 Penalty: 11636.240234
	Iteration 64Q: 3 clusters Score -3042940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3042941.500000 Penalty: 11636.240234
	Iteration 65Q: 3 clusters Score -3042942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3042944.000000 Penalty: 11636.240234
	Iteration 66Q: 3 clusters Score -3042944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3042944.000000 Penalty: 11636.240234
	Iteration 67F: 3 clusters Score -3042944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Entering Unmasked Estep 
Score: -6445608.500000 Penalty: 6268.993164
	Iteration 0F: 2 clusters Score -6445608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -6424243.000000 Penalty: 12537.986328
	Iteration 0F: 3 clusters Score -6424243 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -6430393.500000 Penalty: 12537.986328
	Iteration 1F: 3 clusters Score -6430394 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -6431098.000000 Penalty: 12537.986328
	Iteration 2F: 3 clusters Score -6431098 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -6431567.000000 Penalty: 12537.986328
	Iteration 3Q: 3 clusters Score -6431567 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -6431889.500000 Penalty: 12537.986328
	Iteration 4Q: 3 clusters Score -6431890 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -6432181.500000 Penalty: 12537.986328
	Iteration 5Q: 3 clusters Score -6432182 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -6432404.000000 Penalty: 12537.986328
	Iteration 6Q: 3 clusters Score -6432404 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -6432602.000000 Penalty: 12537.986328
	Iteration 7Q: 3 clusters Score -6432602 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -6432746.000000 Penalty: 12537.986328
	Iteration 8Q: 3 clusters Score -6432746 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -6432938.000000 Penalty: 12537.986328
	Iteration 9Q: 3 clusters Score -6432938 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -6433126.500000 Penalty: 12537.986328
	Iteration 10Q: 3 clusters Score -6433126 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -6433291.000000 Penalty: 12537.986328
	Iteration 11Q: 3 clusters Score -6433291 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -6433488.000000 Penalty: 12537.986328
	Iteration 12Q: 3 clusters Score -6433488 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -6433665.500000 Penalty: 12537.986328
	Iteration 13Q: 3 clusters Score -6433666 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -6433900.000000 Penalty: 12537.986328
	Iteration 14Q: 3 clusters Score -6433900 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -6434082.500000 Penalty: 12537.986328
	Iteration 15Q: 3 clusters Score -6434082 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -6434263.500000 Penalty: 12537.986328
	Iteration 16Q: 3 clusters Score -6434264 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -6434451.000000 Penalty: 12537.986328
	Iteration 17Q: 3 clusters Score -6434451 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -6434710.500000 Penalty: 12537.986328
	Iteration 18Q: 3 clusters Score -6434710 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -6434941.500000 Penalty: 12537.986328
	Iteration 19Q: 3 clusters Score -6434942 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -6435250.500000 Penalty: 12537.986328
	Iteration 20F: 3 clusters Score -6435250 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -6435584.000000 Penalty: 12537.986328
	Iteration 21Q: 3 clusters Score -6435584 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -6435905.500000 Penalty: 12537.986328
	Iteration 22Q: 3 clusters Score -6435906 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -6436266.500000 Penalty: 12537.986328
	Iteration 23Q: 3 clusters Score -6436266 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -6436614.000000 Penalty: 12537.986328
	Iteration 24Q: 3 clusters Score -6436614 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -6437004.000000 Penalty: 12537.986328
	Iteration 25Q: 3 clusters Score -6437004 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -6437305.000000 Penalty: 12537.986328
	Iteration 26Q: 3 clusters Score -6437305 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -6437686.500000 Penalty: 12537.986328
	Iteration 27Q: 3 clusters Score -6437686 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -6438040.000000 Penalty: 12537.986328
	Iteration 28Q: 3 clusters Score -6438040 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -6438351.000000 Penalty: 12537.986328
	Iteration 29Q: 3 clusters Score -6438351 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -6438632.500000 Penalty: 12537.986328
	Iteration 30Q: 3 clusters Score -6438632 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -6438843.500000 Penalty: 12537.986328
	Iteration 31Q: 3 clusters Score -6438844 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -6439025.500000 Penalty: 12537.986328
	Iteration 32Q: 3 clusters Score -6439026 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -6439194.500000 Penalty: 12537.986328
	Iteration 33Q: 3 clusters Score -6439194 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -6439333.000000 Penalty: 12537.986328
	Iteration 34Q: 3 clusters Score -6439333 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -6439483.500000 Penalty: 12537.986328
	Iteration 35Q: 3 clusters Score -6439484 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6439586.500000 Penalty: 12537.986328
	Iteration 36Q: 3 clusters Score -6439586 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6439679.000000 Penalty: 12537.986328
	Iteration 37Q: 3 clusters Score -6439679 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6439739.000000 Penalty: 12537.986328
	Iteration 38Q: 3 clusters Score -6439739 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -6439789.000000 Penalty: 12537.986328
	Iteration 39Q: 3 clusters Score -6439789 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6439833.500000 Penalty: 12537.986328
	Iteration 40F: 3 clusters Score -6439834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6439860.500000 Penalty: 12537.986328
	Iteration 41Q: 3 clusters Score -6439860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6439893.500000 Penalty: 12537.986328
	Iteration 42Q: 3 clusters Score -6439894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -6439924.500000 Penalty: 12537.986328
	Iteration 43Q: 3 clusters Score -6439924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6439934.500000 Penalty: 12537.986328
	Iteration 44Q: 3 clusters Score -6439934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6439960.000000 Penalty: 12537.986328
	Iteration 45Q: 3 clusters Score -6439960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6439975.000000 Penalty: 12537.986328
	Iteration 46Q: 3 clusters Score -6439975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6439980.000000 Penalty: 12537.986328
	Iteration 47Q: 3 clusters Score -6439980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6439978.500000 Penalty: 12537.986328
	Iteration 48Q: 3 clusters Score -6439978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6439996.500000 Penalty: 12537.986328
	Iteration 49Q: 3 clusters Score -6439996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6439994.500000 Penalty: 12537.986328
	Iteration 50Q: 3 clusters Score -6439994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6439994.000000 Penalty: 12537.986328
	Iteration 51Q: 3 clusters Score -6439994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6440000.000000 Penalty: 12537.986328
	Iteration 52Q: 3 clusters Score -6440000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6440011.000000 Penalty: 12537.986328
	Iteration 53Q: 3 clusters Score -6440011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6440010.500000 Penalty: 12537.986328
	Iteration 54Q: 3 clusters Score -6440010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6440016.500000 Penalty: 12537.986328
	Iteration 55Q: 3 clusters Score -6440016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6440022.000000 Penalty: 12537.986328
	Iteration 56Q: 3 clusters Score -6440022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6440021.000000 Penalty: 12537.986328
	Iteration 57Q: 3 clusters Score -6440021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6440024.500000 Penalty: 12537.986328
	Iteration 58Q: 3 clusters Score -6440024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6440023.500000 Penalty: 12537.986328
	Iteration 59Q: 3 clusters Score -6440024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6440017.500000 Penalty: 12537.986328
	Iteration 60F: 3 clusters Score -6440018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6440026.000000 Penalty: 12537.986328
	Iteration 61Q: 3 clusters Score -6440026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6440031.500000 Penalty: 12537.986328
	Iteration 62Q: 3 clusters Score -6440032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6440030.500000 Penalty: 12537.986328
	Iteration 63Q: 3 clusters Score -6440030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6440031.500000 Penalty: 12537.986328
	Iteration 64Q: 3 clusters Score -6440032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6440033.000000 Penalty: 12537.986328
	Iteration 65Q: 3 clusters Score -6440033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6440033.000000 Penalty: 12537.986328
	Iteration 66F: 3 clusters Score -6440033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Entering Unmasked Estep 
Score: -6674587.500000 Penalty: 6311.225098
	Iteration 0F: 2 clusters Score -6674588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -6651854.000000 Penalty: 12622.450195
	Iteration 0F: 3 clusters Score -6651854 nChanged 12572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -6658522.000000 Penalty: 12622.450195
	Iteration 1F: 3 clusters Score -6658522 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -6659287.500000 Penalty: 12622.450195
	Iteration 2F: 3 clusters Score -6659288 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -6659771.500000 Penalty: 12622.450195
	Iteration 3Q: 3 clusters Score -6659772 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -6660174.000000 Penalty: 12622.450195
	Iteration 4Q: 3 clusters Score -6660174 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -6660457.500000 Penalty: 12622.450195
	Iteration 5Q: 3 clusters Score -6660458 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -6660763.000000 Penalty: 12622.450195
	Iteration 6Q: 3 clusters Score -6660763 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -6661045.500000 Penalty: 12622.450195
	Iteration 7Q: 3 clusters Score -6661046 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -6661450.500000 Penalty: 12622.450195
	Iteration 8Q: 3 clusters Score -6661450 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -6661878.500000 Penalty: 12622.450195
	Iteration 9Q: 3 clusters Score -6661878 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -6662309.500000 Penalty: 12622.450195
	Iteration 10Q: 3 clusters Score -6662310 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -6662823.000000 Penalty: 12622.450195
	Iteration 11Q: 3 clusters Score -6662823 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -6663446.500000 Penalty: 12622.450195
	Iteration 12Q: 3 clusters Score -6663446 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -6664223.500000 Penalty: 12622.450195
	Iteration 13Q: 3 clusters Score -6664224 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -6665016.000000 Penalty: 12622.450195
	Iteration 14Q: 3 clusters Score -6665016 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -6665825.000000 Penalty: 12622.450195
	Iteration 15Q: 3 clusters Score -6665825 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -6666604.500000 Penalty: 12622.450195
	Iteration 16Q: 3 clusters Score -6666604 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -6667229.000000 Penalty: 12622.450195
	Iteration 17Q: 3 clusters Score -6667229 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -6667794.500000 Penalty: 12622.450195
	Iteration 18Q: 3 clusters Score -6667794 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -6668191.500000 Penalty: 12622.450195
	Iteration 19Q: 3 clusters Score -6668192 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -6668459.000000 Penalty: 12622.450195
	Iteration 20F: 3 clusters Score -6668459 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -6668652.500000 Penalty: 12622.450195
	Iteration 21Q: 3 clusters Score -6668652 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -6668853.500000 Penalty: 12622.450195
	Iteration 22Q: 3 clusters Score -6668854 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -6669008.500000 Penalty: 12622.450195
	Iteration 23Q: 3 clusters Score -6669008 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -6669158.000000 Penalty: 12622.450195
	Iteration 24Q: 3 clusters Score -6669158 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -6669323.500000 Penalty: 12622.450195
	Iteration 25Q: 3 clusters Score -6669324 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -6669458.500000 Penalty: 12622.450195
	Iteration 26Q: 3 clusters Score -6669458 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -6669599.000000 Penalty: 12622.450195
	Iteration 27Q: 3 clusters Score -6669599 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -6669827.500000 Penalty: 12622.450195
	Iteration 28Q: 3 clusters Score -6669828 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -6670136.500000 Penalty: 12622.450195
	Iteration 29Q: 3 clusters Score -6670136 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -6670387.000000 Penalty: 12622.450195
	Iteration 30Q: 3 clusters Score -6670387 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -6670450.000000 Penalty: 12622.450195
	Iteration 31Q: 3 clusters Score -6670450 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -6670463.500000 Penalty: 12622.450195
	Iteration 32Q: 3 clusters Score -6670464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -6670504.000000 Penalty: 12622.450195
	Iteration 33Q: 3 clusters Score -6670504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -6670539.500000 Penalty: 12622.450195
	Iteration 34Q: 3 clusters Score -6670540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -6670565.500000 Penalty: 12622.450195
	Iteration 35Q: 3 clusters Score -6670566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -6670587.000000 Penalty: 12622.450195
	Iteration 36Q: 3 clusters Score -6670587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -6670590.500000 Penalty: 12622.450195
	Iteration 37Q: 3 clusters Score -6670590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -6670599.500000 Penalty: 12622.450195
	Iteration 38Q: 3 clusters Score -6670600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -6670603.000000 Penalty: 12622.450195
	Iteration 39Q: 3 clusters Score -6670603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -6670632.500000 Penalty: 12622.450195
	Iteration 40F: 3 clusters Score -6670632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -6670629.000000 Penalty: 12622.450195
	Iteration 41Q: 3 clusters Score -6670629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -6670637.000000 Penalty: 12622.450195
	Iteration 42Q: 3 clusters Score -6670637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -6670632.000000 Penalty: 12622.450195
	Iteration 43Q: 3 clusters Score -6670632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -6670633.500000 Penalty: 12622.450195
	Iteration 44Q: 3 clusters Score -6670634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -6670630.500000 Penalty: 12622.450195
	Iteration 45Q: 3 clusters Score -6670630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -6670623.000000 Penalty: 12622.450195
	Iteration 46Q: 3 clusters Score -6670623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -6670628.000000 Penalty: 12622.450195
	Iteration 47Q: 3 clusters Score -6670628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -6670637.000000 Penalty: 12622.450195
	Iteration 48Q: 3 clusters Score -6670637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -6670629.000000 Penalty: 12622.450195
	Iteration 49Q: 3 clusters Score -6670629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -6670646.500000 Penalty: 12622.450195
	Iteration 50Q: 3 clusters Score -6670646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -6670644.000000 Penalty: 12622.450195
	Iteration 51Q: 3 clusters Score -6670644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -6670644.500000 Penalty: 12622.450195
	Iteration 52Q: 3 clusters Score -6670644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -6670644.500000 Penalty: 12622.450195
	Iteration 53F: 3 clusters Score -6670644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (170367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170367 members 
Entering Unmasked Estep 
Score: -38544764.000000 Penalty: 7377.997559
	Iteration 0F: 2 clusters Score -3.854476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85501 members 
Mstep: Class 2 contains 84866 members 
Entering Unmasked Estep 
Score: -38429872.000000 Penalty: 14755.995117
	Iteration 0F: 3 clusters Score -3.842987e+07 nChanged 79626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88563 members 
Mstep: Class 2 contains 81804 members 
Entering Unmasked Estep 
Score: -38474736.000000 Penalty: 14755.995117
	Iteration 1F: 3 clusters Score -3.847474e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90437 members 
Mstep: Class 2 contains 79930 members 
Entering Unmasked Estep 
Score: -38476184.000000 Penalty: 14755.995117
	Iteration 2Q: 3 clusters Score -3.847618e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -38477648.000000 Penalty: 14755.995117
	Iteration 3Q: 3 clusters Score -3.847765e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97066 members 
Mstep: Class 2 contains 73301 members 
Entering Unmasked Estep 
Score: -38479432.000000 Penalty: 14755.995117
	Iteration 4Q: 3 clusters Score -3.847943e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102690 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -38482160.000000 Penalty: 14755.995117
	Iteration 5Q: 3 clusters Score -3.848216e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110652 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -38486256.000000 Penalty: 14755.995117
	Iteration 6F: 3 clusters Score -3.848626e+07 nChanged 11076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121526 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -38493388.000000 Penalty: 14755.995117
	Iteration 7F: 3 clusters Score -3.849339e+07 nChanged 13599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135085 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -38504964.000000 Penalty: 14755.995117
	Iteration 8F: 3 clusters Score -3.850496e+07 nChanged 13854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148931 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -38518052.000000 Penalty: 14755.995117
	Iteration 9F: 3 clusters Score -3.851805e+07 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159829 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -38528816.000000 Penalty: 14755.995117
	Iteration 10F: 3 clusters Score -3.852882e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165886 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -38534340.000000 Penalty: 14755.995117
	Iteration 11Q: 3 clusters Score -3.853434e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168356 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -38536604.000000 Penalty: 14755.995117
	Iteration 12Q: 3 clusters Score -3.85366e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169243 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -38537376.000000 Penalty: 14755.995117
	Iteration 13Q: 3 clusters Score -3.853738e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169543 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -38537760.000000 Penalty: 14755.995117
	Iteration 14Q: 3 clusters Score -3.853776e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169660 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -38537900.000000 Penalty: 14755.995117
	Iteration 15Q: 3 clusters Score -3.85379e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169706 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -38538048.000000 Penalty: 14755.995117
	Iteration 16Q: 3 clusters Score -3.853805e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169725 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -38538048.000000 Penalty: 14755.995117
	Iteration 17Q: 3 clusters Score -3.853805e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169733 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -38538096.000000 Penalty: 14755.995117
	Iteration 18Q: 3 clusters Score -3.85381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169738 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -38538116.000000 Penalty: 14755.995117
	Iteration 19Q: 3 clusters Score -3.853812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169745 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -38538124.000000 Penalty: 14755.995117
	Iteration 20F: 3 clusters Score -3.853812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169753 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -38538128.000000 Penalty: 14755.995117
	Iteration 21Q: 3 clusters Score -3.853813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169753 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -38538120.000000 Penalty: 14755.995117
	Iteration 22Q: 3 clusters Score -3.853812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169758 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -38538120.000000 Penalty: 14755.995117
	Iteration 23Q: 3 clusters Score -3.853812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169760 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -38538152.000000 Penalty: 14755.995117
	Iteration 24Q: 3 clusters Score -3.853815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169760 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -38538152.000000 Penalty: 14755.995117
	Iteration 25F: 3 clusters Score -3.853815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Entering Unmasked Estep 
Score: -1702809.625000 Penalty: 5457.816406
	Iteration 0F: 2 clusters Score -1702810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1694211.000000 Penalty: 10915.632812
	Iteration 0F: 3 clusters Score -1694211 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1695771.625000 Penalty: 10915.632812
	Iteration 1F: 3 clusters Score -1695772 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1696097.750000 Penalty: 10915.632812
	Iteration 2F: 3 clusters Score -1696098 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1696278.625000 Penalty: 10915.632812
	Iteration 3Q: 3 clusters Score -1696279 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1696404.875000 Penalty: 10915.632812
	Iteration 4Q: 3 clusters Score -1696405 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1696492.375000 Penalty: 10915.632812
	Iteration 5Q: 3 clusters Score -1696492 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1696562.375000 Penalty: 10915.632812
	Iteration 6Q: 3 clusters Score -1696562 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1696610.250000 Penalty: 10915.632812
	Iteration 7Q: 3 clusters Score -1696610 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1696648.750000 Penalty: 10915.632812
	Iteration 8Q: 3 clusters Score -1696649 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1696676.250000 Penalty: 10915.632812
	Iteration 9Q: 3 clusters Score -1696676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1696717.125000 Penalty: 10915.632812
	Iteration 10Q: 3 clusters Score -1696717 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1696739.750000 Penalty: 10915.632812
	Iteration 11Q: 3 clusters Score -1696740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1696767.750000 Penalty: 10915.632812
	Iteration 12Q: 3 clusters Score -1696768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1696793.250000 Penalty: 10915.632812
	Iteration 13Q: 3 clusters Score -1696793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1696819.250000 Penalty: 10915.632812
	Iteration 14Q: 3 clusters Score -1696819 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1696832.500000 Penalty: 10915.632812
	Iteration 15Q: 3 clusters Score -1696832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1696849.875000 Penalty: 10915.632812
	Iteration 16Q: 3 clusters Score -1696850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1696858.250000 Penalty: 10915.632812
	Iteration 17Q: 3 clusters Score -1696858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1696877.375000 Penalty: 10915.632812
	Iteration 18Q: 3 clusters Score -1696877 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1696897.000000 Penalty: 10915.632812
	Iteration 19Q: 3 clusters Score -1696897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1696909.500000 Penalty: 10915.632812
	Iteration 20F: 3 clusters Score -1696910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1696921.500000 Penalty: 10915.632812
	Iteration 21Q: 3 clusters Score -1696922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1696930.750000 Penalty: 10915.632812
	Iteration 22Q: 3 clusters Score -1696931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1696945.250000 Penalty: 10915.632812
	Iteration 23Q: 3 clusters Score -1696945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1696958.250000 Penalty: 10915.632812
	Iteration 24Q: 3 clusters Score -1696958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1696972.500000 Penalty: 10915.632812
	Iteration 25Q: 3 clusters Score -1696972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1696981.000000 Penalty: 10915.632812
	Iteration 26Q: 3 clusters Score -1696981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1696991.750000 Penalty: 10915.632812
	Iteration 27Q: 3 clusters Score -1696992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1696997.375000 Penalty: 10915.632812
	Iteration 28Q: 3 clusters Score -1696997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1697010.875000 Penalty: 10915.632812
	Iteration 29Q: 3 clusters Score -1697011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1697015.875000 Penalty: 10915.632812
	Iteration 30Q: 3 clusters Score -1697016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1697025.625000 Penalty: 10915.632812
	Iteration 31Q: 3 clusters Score -1697026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1697037.875000 Penalty: 10915.632812
	Iteration 32Q: 3 clusters Score -1697038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1697041.250000 Penalty: 10915.632812
	Iteration 33Q: 3 clusters Score -1697041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1697046.250000 Penalty: 10915.632812
	Iteration 34Q: 3 clusters Score -1697046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1697051.250000 Penalty: 10915.632812
	Iteration 35Q: 3 clusters Score -1697051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1697051.375000 Penalty: 10915.632812
	Iteration 36Q: 3 clusters Score -1697051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1697051.875000 Penalty: 10915.632812
	Iteration 37Q: 3 clusters Score -1697052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1697056.250000 Penalty: 10915.632812
	Iteration 38Q: 3 clusters Score -1697056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1697056.875000 Penalty: 10915.632812
	Iteration 39Q: 3 clusters Score -1697057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1697057.000000 Penalty: 10915.632812
	Iteration 40F: 3 clusters Score -1697057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1697061.500000 Penalty: 10915.632812
	Iteration 41Q: 3 clusters Score -1697062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1697062.250000 Penalty: 10915.632812
	Iteration 42Q: 3 clusters Score -1697062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1697064.125000 Penalty: 10915.632812
	Iteration 43Q: 3 clusters Score -1697064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1697066.500000 Penalty: 10915.632812
	Iteration 44Q: 3 clusters Score -1697066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1697071.125000 Penalty: 10915.632812
	Iteration 45Q: 3 clusters Score -1697071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1697073.375000 Penalty: 10915.632812
	Iteration 46Q: 3 clusters Score -1697073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1697076.500000 Penalty: 10915.632812
	Iteration 47Q: 3 clusters Score -1697076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1697075.000000 Penalty: 10915.632812
	Iteration 48Q: 3 clusters Score -1697075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1697080.125000 Penalty: 10915.632812
	Iteration 49Q: 3 clusters Score -1697080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1697081.500000 Penalty: 10915.632812
	Iteration 50Q: 3 clusters Score -1697082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1697086.250000 Penalty: 10915.632812
	Iteration 51Q: 3 clusters Score -1697086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1697087.875000 Penalty: 10915.632812
	Iteration 52Q: 3 clusters Score -1697088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1697092.875000 Penalty: 10915.632812
	Iteration 53Q: 3 clusters Score -1697093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1697097.500000 Penalty: 10915.632812
	Iteration 54Q: 3 clusters Score -1697098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1697095.375000 Penalty: 10915.632812
	Iteration 55Q: 3 clusters Score -1697095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1697096.250000 Penalty: 10915.632812
	Iteration 56Q: 3 clusters Score -1697096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1697099.250000 Penalty: 10915.632812
	Iteration 57Q: 3 clusters Score -1697099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1697097.375000 Penalty: 10915.632812
	Iteration 58Q: 3 clusters Score -1697097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1697101.750000 Penalty: 10915.632812
	Iteration 59Q: 3 clusters Score -1697102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1697106.750000 Penalty: 10915.632812
	Iteration 60F: 3 clusters Score -1697107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1697104.125000 Penalty: 10915.632812
	Iteration 61Q: 3 clusters Score -1697104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1697107.000000 Penalty: 10915.632812
	Iteration 62Q: 3 clusters Score -1697107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1697108.000000 Penalty: 10915.632812
	Iteration 63Q: 3 clusters Score -1697108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1697113.375000 Penalty: 10915.632812
	Iteration 64Q: 3 clusters Score -1697113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1697113.875000 Penalty: 10915.632812
	Iteration 65Q: 3 clusters Score -1697114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1697115.750000 Penalty: 10915.632812
	Iteration 66Q: 3 clusters Score -1697116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1697122.875000 Penalty: 10915.632812
	Iteration 67Q: 3 clusters Score -1697123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1697129.875000 Penalty: 10915.632812
	Iteration 68Q: 3 clusters Score -1697130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1697130.125000 Penalty: 10915.632812
	Iteration 69Q: 3 clusters Score -1697130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1697132.750000 Penalty: 10915.632812
	Iteration 70Q: 3 clusters Score -1697133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1697135.250000 Penalty: 10915.632812
	Iteration 71Q: 3 clusters Score -1697135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1697137.500000 Penalty: 10915.632812
	Iteration 72Q: 3 clusters Score -1697138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1697141.500000 Penalty: 10915.632812
	Iteration 73Q: 3 clusters Score -1697142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1697144.375000 Penalty: 10915.632812
	Iteration 74Q: 3 clusters Score -1697144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1697146.750000 Penalty: 10915.632812
	Iteration 75Q: 3 clusters Score -1697147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1697147.250000 Penalty: 10915.632812
	Iteration 76Q: 3 clusters Score -1697147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1697147.250000 Penalty: 10915.632812
	Iteration 77Q: 3 clusters Score -1697147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1697146.250000 Penalty: 10915.632812
	Iteration 78Q: 3 clusters Score -1697146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1697155.625000 Penalty: 10915.632812
	Iteration 79Q: 3 clusters Score -1697156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1697157.250000 Penalty: 10915.632812
	Iteration 80F: 3 clusters Score -1697157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1697155.375000 Penalty: 10915.632812
	Iteration 81Q: 3 clusters Score -1697155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1697160.750000 Penalty: 10915.632812
	Iteration 82Q: 3 clusters Score -1697161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1697164.875000 Penalty: 10915.632812
	Iteration 83Q: 3 clusters Score -1697165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1697168.500000 Penalty: 10915.632812
	Iteration 84Q: 3 clusters Score -1697168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1697169.500000 Penalty: 10915.632812
	Iteration 85Q: 3 clusters Score -1697170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1697170.875000 Penalty: 10915.632812
	Iteration 86Q: 3 clusters Score -1697171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1697172.500000 Penalty: 10915.632812
	Iteration 87Q: 3 clusters Score -1697172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1697180.625000 Penalty: 10915.632812
	Iteration 88Q: 3 clusters Score -1697181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1697192.000000 Penalty: 10915.632812
	Iteration 89Q: 3 clusters Score -1697192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1697200.125000 Penalty: 10915.632812
	Iteration 90Q: 3 clusters Score -1697200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1697210.125000 Penalty: 10915.632812
	Iteration 91Q: 3 clusters Score -1697210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1697215.500000 Penalty: 10915.632812
	Iteration 92Q: 3 clusters Score -1697216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1697222.250000 Penalty: 10915.632812
	Iteration 93Q: 3 clusters Score -1697222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1697224.000000 Penalty: 10915.632812
	Iteration 94Q: 3 clusters Score -1697224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1697236.375000 Penalty: 10915.632812
	Iteration 95Q: 3 clusters Score -1697236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1697239.375000 Penalty: 10915.632812
	Iteration 96Q: 3 clusters Score -1697239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1697241.375000 Penalty: 10915.632812
	Iteration 97Q: 3 clusters Score -1697241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1697245.500000 Penalty: 10915.632812
	Iteration 98Q: 3 clusters Score -1697246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1697252.875000 Penalty: 10915.632812
	Iteration 99Q: 3 clusters Score -1697253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1697254.500000 Penalty: 10915.632812
	Iteration 100F: 3 clusters Score -1697254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1697259.375000 Penalty: 10915.632812
	Iteration 101Q: 3 clusters Score -1697259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1697263.000000 Penalty: 10915.632812
	Iteration 102Q: 3 clusters Score -1697263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1697268.125000 Penalty: 10915.632812
	Iteration 103Q: 3 clusters Score -1697268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1697266.125000 Penalty: 10915.632812
	Iteration 104Q: 3 clusters Score -1697266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1697270.000000 Penalty: 10915.632812
	Iteration 105Q: 3 clusters Score -1697270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1697271.000000 Penalty: 10915.632812
	Iteration 106Q: 3 clusters Score -1697271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1697273.125000 Penalty: 10915.632812
	Iteration 107Q: 3 clusters Score -1697273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1697275.750000 Penalty: 10915.632812
	Iteration 108Q: 3 clusters Score -1697276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1697279.750000 Penalty: 10915.632812
	Iteration 109Q: 3 clusters Score -1697280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1697287.750000 Penalty: 10915.632812
	Iteration 110Q: 3 clusters Score -1697288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1697290.875000 Penalty: 10915.632812
	Iteration 111Q: 3 clusters Score -1697291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1697294.250000 Penalty: 10915.632812
	Iteration 112Q: 3 clusters Score -1697294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1697296.500000 Penalty: 10915.632812
	Iteration 113Q: 3 clusters Score -1697296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1697302.250000 Penalty: 10915.632812
	Iteration 114Q: 3 clusters Score -1697302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1697303.875000 Penalty: 10915.632812
	Iteration 115Q: 3 clusters Score -1697304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1697308.750000 Penalty: 10915.632812
	Iteration 116Q: 3 clusters Score -1697309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1697310.875000 Penalty: 10915.632812
	Iteration 117Q: 3 clusters Score -1697311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1697312.000000 Penalty: 10915.632812
	Iteration 118Q: 3 clusters Score -1697312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1697314.500000 Penalty: 10915.632812
	Iteration 119Q: 3 clusters Score -1697314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1697314.500000 Penalty: 10915.632812
	Iteration 120F: 3 clusters Score -1697314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1697326.000000 Penalty: 10915.632812
	Iteration 121Q: 3 clusters Score -1697326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1697331.125000 Penalty: 10915.632812
	Iteration 122Q: 3 clusters Score -1697331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1697339.500000 Penalty: 10915.632812
	Iteration 123Q: 3 clusters Score -1697340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1697345.375000 Penalty: 10915.632812
	Iteration 124Q: 3 clusters Score -1697345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1697358.000000 Penalty: 10915.632812
	Iteration 125Q: 3 clusters Score -1697358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1697365.875000 Penalty: 10915.632812
	Iteration 126Q: 3 clusters Score -1697366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1697374.000000 Penalty: 10915.632812
	Iteration 127Q: 3 clusters Score -1697374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1697379.375000 Penalty: 10915.632812
	Iteration 128Q: 3 clusters Score -1697379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1697380.000000 Penalty: 10915.632812
	Iteration 129Q: 3 clusters Score -1697380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1697387.375000 Penalty: 10915.632812
	Iteration 130Q: 3 clusters Score -1697387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1697395.250000 Penalty: 10915.632812
	Iteration 131Q: 3 clusters Score -1697395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1697404.875000 Penalty: 10915.632812
	Iteration 132Q: 3 clusters Score -1697405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1697408.750000 Penalty: 10915.632812
	Iteration 133Q: 3 clusters Score -1697409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1697416.125000 Penalty: 10915.632812
	Iteration 134Q: 3 clusters Score -1697416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1697418.375000 Penalty: 10915.632812
	Iteration 135Q: 3 clusters Score -1697418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1697423.125000 Penalty: 10915.632812
	Iteration 136Q: 3 clusters Score -1697423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1697433.625000 Penalty: 10915.632812
	Iteration 137Q: 3 clusters Score -1697434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1697437.000000 Penalty: 10915.632812
	Iteration 138Q: 3 clusters Score -1697437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1697442.875000 Penalty: 10915.632812
	Iteration 139Q: 3 clusters Score -1697443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1697438.125000 Penalty: 10915.632812
	Iteration 140F: 3 clusters Score -1697438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1697446.500000 Penalty: 10915.632812
	Iteration 141Q: 3 clusters Score -1697446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1697449.875000 Penalty: 10915.632812
	Iteration 142Q: 3 clusters Score -1697450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1697455.875000 Penalty: 10915.632812
	Iteration 143Q: 3 clusters Score -1697456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1697464.875000 Penalty: 10915.632812
	Iteration 144Q: 3 clusters Score -1697465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1697466.500000 Penalty: 10915.632812
	Iteration 145Q: 3 clusters Score -1697466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1697472.625000 Penalty: 10915.632812
	Iteration 146Q: 3 clusters Score -1697473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1697476.375000 Penalty: 10915.632812
	Iteration 147Q: 3 clusters Score -1697476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1697480.625000 Penalty: 10915.632812
	Iteration 148Q: 3 clusters Score -1697481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1697487.625000 Penalty: 10915.632812
	Iteration 149Q: 3 clusters Score -1697488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1697492.500000 Penalty: 10915.632812
	Iteration 150Q: 3 clusters Score -1697492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1697499.625000 Penalty: 10915.632812
	Iteration 151Q: 3 clusters Score -1697500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1697507.500000 Penalty: 10915.632812
	Iteration 152Q: 3 clusters Score -1697508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1697507.250000 Penalty: 10915.632812
	Iteration 153Q: 3 clusters Score -1697507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1697510.500000 Penalty: 10915.632812
	Iteration 154Q: 3 clusters Score -1697510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1697512.000000 Penalty: 10915.632812
	Iteration 155Q: 3 clusters Score -1697512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1697515.000000 Penalty: 10915.632812
	Iteration 156Q: 3 clusters Score -1697515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1697517.000000 Penalty: 10915.632812
	Iteration 157Q: 3 clusters Score -1697517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1697513.250000 Penalty: 10915.632812
	Iteration 158Q: 3 clusters Score -1697513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1697515.750000 Penalty: 10915.632812
	Iteration 159Q: 3 clusters Score -1697516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1697516.250000 Penalty: 10915.632812
	Iteration 160F: 3 clusters Score -1697516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -263756.093750 Penalty: 4387.442871
	Iteration 0F: 2 clusters Score -263756.1 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 637 members 
Entering Unmasked Estep 
Score: -259509.296875 Penalty: 8774.885742
	Iteration 0F: 3 clusters Score -259509.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -260345.812500 Penalty: 8774.885742
	Iteration 1F: 3 clusters Score -260345.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -260863.046875 Penalty: 8774.885742
	Iteration 2F: 3 clusters Score -260863 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -261337.125000 Penalty: 8774.885742
	Iteration 3F: 3 clusters Score -261337.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -261805.203125 Penalty: 8774.885742
	Iteration 4F: 3 clusters Score -261805.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -262067.703125 Penalty: 8774.885742
	Iteration 5Q: 3 clusters Score -262067.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -262180.156250 Penalty: 8774.885742
	Iteration 6Q: 3 clusters Score -262180.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -262337.031250 Penalty: 8774.885742
	Iteration 7Q: 3 clusters Score -262337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -262613.968750 Penalty: 8774.885742
	Iteration 8Q: 3 clusters Score -262614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -262966.125000 Penalty: 8774.885742
	Iteration 9Q: 3 clusters Score -262966.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -263425.281250 Penalty: 8774.885742
	Iteration 10Q: 3 clusters Score -263425.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -264024.968750 Penalty: 8774.885742
	Iteration 11Q: 3 clusters Score -264025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -264136.750000 Penalty: 8774.885742
	Iteration 12Q: 3 clusters Score -264136.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -264216.312500 Penalty: 8774.885742
	Iteration 13Q: 3 clusters Score -264216.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -264258.687500 Penalty: 8774.885742
	Iteration 14Q: 3 clusters Score -264258.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -264294.593750 Penalty: 8774.885742
	Iteration 15Q: 3 clusters Score -264294.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -264323.031250 Penalty: 8774.885742
	Iteration 16Q: 3 clusters Score -264323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -264377.281250 Penalty: 8774.885742
	Iteration 17Q: 3 clusters Score -264377.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -264432.000000 Penalty: 8774.885742
	Iteration 18Q: 3 clusters Score -264432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -264456.437500 Penalty: 8774.885742
	Iteration 19Q: 3 clusters Score -264456.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -264483.812500 Penalty: 8774.885742
	Iteration 20F: 3 clusters Score -264483.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -264536.875000 Penalty: 8774.885742
	Iteration 21Q: 3 clusters Score -264536.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -264589.437500 Penalty: 8774.885742
	Iteration 22Q: 3 clusters Score -264589.4 nChanged 6
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: -264627.750000 Penalty: 8774.885742
	Iteration 23Q: 3 clusters Score -264627.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -264660.468750 Penalty: 8774.885742
	Iteration 24Q: 3 clusters Score -264660.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -264680.656250 Penalty: 8774.885742
	Iteration 25Q: 3 clusters Score -264680.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -264682.968750 Penalty: 8774.885742
	Iteration 26Q: 3 clusters Score -264683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -264682.968750 Penalty: 8774.885742
	Iteration 27F: 3 clusters Score -264683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27864 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170367 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 805 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5553 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17604 members 
Mstep: Class 20 contains 123671 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13547 members 
Mstep: Class 26 contains 386 members 
Mstep: Class 27 contains 486 members 
Entering Unmasked Estep 
Score: -138285760.000000 Penalty: 220472.718750
Splitting cluster 10 changes total score from -138288480.000000 to -138285760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -81679.085938 Penalty: 3840.980469
	Iteration 0F: 2 clusters Score -81679.09 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 267 members 
Entering Unmasked Estep 
Score: -78308.250000 Penalty: 7681.960938
	Iteration 0F: 3 clusters Score -78308.25 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -78680.515625 Penalty: 7681.960938
	Iteration 1F: 3 clusters Score -78680.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -78836.125000 Penalty: 7681.960938
	Iteration 2Q: 3 clusters Score -78836.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -78904.617188 Penalty: 7681.960938
	Iteration 3Q: 3 clusters Score -78904.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -78973.375000 Penalty: 7681.960938
	Iteration 4Q: 3 clusters Score -78973.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -79013.773438 Penalty: 7681.960938
	Iteration 5Q: 3 clusters Score -79013.77 nChanged 5
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: -79047.773438 Penalty: 7681.960938
	Iteration 6Q: 3 clusters Score -79047.77 nChanged 2
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: -79060.945312 Penalty: 7681.960938
	Iteration 7Q: 3 clusters Score -79060.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -79062.421875 Penalty: 7681.960938
	Iteration 8Q: 3 clusters Score -79062.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -79062.421875 Penalty: 7681.960938
	Iteration 9F: 3 clusters Score -79062.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Entering Unmasked Estep 
Score: -8501847.000000 Penalty: 6447.715332
	Iteration 0F: 2 clusters Score -8501847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -8474473.000000 Penalty: 12895.430664
	Iteration 0F: 3 clusters Score -8474473 nChanged 15986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -8482698.000000 Penalty: 12895.430664
	Iteration 1F: 3 clusters Score -8482698 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -8483411.000000 Penalty: 12895.430664
	Iteration 2F: 3 clusters Score -8483411 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -8483878.000000 Penalty: 12895.430664
	Iteration 3Q: 3 clusters Score -8483878 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -8484303.000000 Penalty: 12895.430664
	Iteration 4Q: 3 clusters Score -8484303 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -8484655.000000 Penalty: 12895.430664
	Iteration 5Q: 3 clusters Score -8484655 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -8484943.000000 Penalty: 12895.430664
	Iteration 6Q: 3 clusters Score -8484943 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -8485229.000000 Penalty: 12895.430664
	Iteration 7Q: 3 clusters Score -8485229 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -8485542.000000 Penalty: 12895.430664
	Iteration 8Q: 3 clusters Score -8485542 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -8485823.000000 Penalty: 12895.430664
	Iteration 9Q: 3 clusters Score -8485823 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -8486117.000000 Penalty: 12895.430664
	Iteration 10Q: 3 clusters Score -8486117 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -8486513.000000 Penalty: 12895.430664
	Iteration 11Q: 3 clusters Score -8486513 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -8486941.000000 Penalty: 12895.430664
	Iteration 12Q: 3 clusters Score -8486941 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -8487391.000000 Penalty: 12895.430664
	Iteration 13Q: 3 clusters Score -8487391 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -8487883.000000 Penalty: 12895.430664
	Iteration 14Q: 3 clusters Score -8487883 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -8488428.000000 Penalty: 12895.430664
	Iteration 15Q: 3 clusters Score -8488428 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -8488980.000000 Penalty: 12895.430664
	Iteration 16Q: 3 clusters Score -8488980 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -8489570.000000 Penalty: 12895.430664
	Iteration 17Q: 3 clusters Score -8489570 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -8490175.000000 Penalty: 12895.430664
	Iteration 18Q: 3 clusters Score -8490175 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -8490786.000000 Penalty: 12895.430664
	Iteration 19Q: 3 clusters Score -8490786 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -8491425.000000 Penalty: 12895.430664
	Iteration 20F: 3 clusters Score -8491425 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -8492128.000000 Penalty: 12895.430664
	Iteration 21Q: 3 clusters Score -8492128 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -8492832.000000 Penalty: 12895.430664
	Iteration 22Q: 3 clusters Score -8492832 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -8493413.000000 Penalty: 12895.430664
	Iteration 23Q: 3 clusters Score -8493413 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -8493960.000000 Penalty: 12895.430664
	Iteration 24Q: 3 clusters Score -8493960 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -8494363.000000 Penalty: 12895.430664
	Iteration 25Q: 3 clusters Score -8494363 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -8494750.000000 Penalty: 12895.430664
	Iteration 26Q: 3 clusters Score -8494750 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -8495048.000000 Penalty: 12895.430664
	Iteration 27Q: 3 clusters Score -8495048 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -8495275.000000 Penalty: 12895.430664
	Iteration 28Q: 3 clusters Score -8495275 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -8495449.000000 Penalty: 12895.430664
	Iteration 29Q: 3 clusters Score -8495449 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -8495595.000000 Penalty: 12895.430664
	Iteration 30Q: 3 clusters Score -8495595 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -8495739.000000 Penalty: 12895.430664
	Iteration 31Q: 3 clusters Score -8495739 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -8495852.000000 Penalty: 12895.430664
	Iteration 32Q: 3 clusters Score -8495852 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -8495920.000000 Penalty: 12895.430664
	Iteration 33Q: 3 clusters Score -8495920 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -8496002.000000 Penalty: 12895.430664
	Iteration 34Q: 3 clusters Score -8496002 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -8496055.000000 Penalty: 12895.430664
	Iteration 35Q: 3 clusters Score -8496055 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -8496085.000000 Penalty: 12895.430664
	Iteration 36Q: 3 clusters Score -8496085 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -8496121.000000 Penalty: 12895.430664
	Iteration 37Q: 3 clusters Score -8496121 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -8496146.000000 Penalty: 12895.430664
	Iteration 38Q: 3 clusters Score -8496146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -8496168.000000 Penalty: 12895.430664
	Iteration 39Q: 3 clusters Score -8496168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -8496185.000000 Penalty: 12895.430664
	Iteration 40F: 3 clusters Score -8496185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -8496201.000000 Penalty: 12895.430664
	Iteration 41Q: 3 clusters Score -8496201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -8496226.000000 Penalty: 12895.430664
	Iteration 42Q: 3 clusters Score -8496226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -8496237.000000 Penalty: 12895.430664
	Iteration 43Q: 3 clusters Score -8496237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -8496251.000000 Penalty: 12895.430664
	Iteration 44Q: 3 clusters Score -8496251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -8496249.000000 Penalty: 12895.430664
	Iteration 45Q: 3 clusters Score -8496249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -8496260.000000 Penalty: 12895.430664
	Iteration 46Q: 3 clusters Score -8496260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -8496268.000000 Penalty: 12895.430664
	Iteration 47Q: 3 clusters Score -8496268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -8496281.000000 Penalty: 12895.430664
	Iteration 48Q: 3 clusters Score -8496281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -8496294.000000 Penalty: 12895.430664
	Iteration 49Q: 3 clusters Score -8496294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -8496293.000000 Penalty: 12895.430664
	Iteration 50Q: 3 clusters Score -8496293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -8496285.000000 Penalty: 12895.430664
	Iteration 51Q: 3 clusters Score -8496285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -8496304.000000 Penalty: 12895.430664
	Iteration 52Q: 3 clusters Score -8496304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -8496307.000000 Penalty: 12895.430664
	Iteration 53Q: 3 clusters Score -8496307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -8496315.000000 Penalty: 12895.430664
	Iteration 54Q: 3 clusters Score -8496315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -8496319.000000 Penalty: 12895.430664
	Iteration 55Q: 3 clusters Score -8496319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -8496333.000000 Penalty: 12895.430664
	Iteration 56Q: 3 clusters Score -8496333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -8496325.000000 Penalty: 12895.430664
	Iteration 57Q: 3 clusters Score -8496325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -8496322.000000 Penalty: 12895.430664
	Iteration 58Q: 3 clusters Score -8496322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -8496326.000000 Penalty: 12895.430664
	Iteration 59Q: 3 clusters Score -8496326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -8496332.000000 Penalty: 12895.430664
	Iteration 60F: 3 clusters Score -8496332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -8496324.000000 Penalty: 12895.430664
	Iteration 61Q: 3 clusters Score -8496324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -8496332.000000 Penalty: 12895.430664
	Iteration 62Q: 3 clusters Score -8496332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -8496337.000000 Penalty: 12895.430664
	Iteration 63Q: 3 clusters Score -8496337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -8496340.000000 Penalty: 12895.430664
	Iteration 64Q: 3 clusters Score -8496340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -8496343.000000 Penalty: 12895.430664
	Iteration 65Q: 3 clusters Score -8496343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -8496344.000000 Penalty: 12895.430664
	Iteration 66Q: 3 clusters Score -8496344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -8496344.000000 Penalty: 12895.430664
	Iteration 67F: 3 clusters Score -8496344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Entering Unmasked Estep 
Score: -1225328.125000 Penalty: 5281.032227
	Iteration 0F: 2 clusters Score -1225328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1217867.500000 Penalty: 10562.064453
	Iteration 0F: 3 clusters Score -1217868 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1219268.750000 Penalty: 10562.064453
	Iteration 1F: 3 clusters Score -1219269 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1220019.375000 Penalty: 10562.064453
	Iteration 2F: 3 clusters Score -1220019 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1221058.875000 Penalty: 10562.064453
	Iteration 3F: 3 clusters Score -1221059 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1221878.000000 Penalty: 10562.064453
	Iteration 4F: 3 clusters Score -1221878 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1222421.625000 Penalty: 10562.064453
	Iteration 5F: 3 clusters Score -1222422 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1222806.000000 Penalty: 10562.064453
	Iteration 6Q: 3 clusters Score -1222806 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1223125.000000 Penalty: 10562.064453
	Iteration 7Q: 3 clusters Score -1223125 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1223411.625000 Penalty: 10562.064453
	Iteration 8Q: 3 clusters Score -1223412 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1223668.000000 Penalty: 10562.064453
	Iteration 9Q: 3 clusters Score -1223668 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1223847.250000 Penalty: 10562.064453
	Iteration 10Q: 3 clusters Score -1223847 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1223976.125000 Penalty: 10562.064453
	Iteration 11Q: 3 clusters Score -1223976 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1224081.125000 Penalty: 10562.064453
	Iteration 12Q: 3 clusters Score -1224081 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1224151.500000 Penalty: 10562.064453
	Iteration 13Q: 3 clusters Score -1224152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1224235.000000 Penalty: 10562.064453
	Iteration 14Q: 3 clusters Score -1224235 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1224305.375000 Penalty: 10562.064453
	Iteration 15Q: 3 clusters Score -1224305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1224360.750000 Penalty: 10562.064453
	Iteration 16Q: 3 clusters Score -1224361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1224393.375000 Penalty: 10562.064453
	Iteration 17Q: 3 clusters Score -1224393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1224424.875000 Penalty: 10562.064453
	Iteration 18Q: 3 clusters Score -1224425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1224446.000000 Penalty: 10562.064453
	Iteration 19Q: 3 clusters Score -1224446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1224469.875000 Penalty: 10562.064453
	Iteration 20F: 3 clusters Score -1224470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1224480.875000 Penalty: 10562.064453
	Iteration 21Q: 3 clusters Score -1224481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1224490.625000 Penalty: 10562.064453
	Iteration 22Q: 3 clusters Score -1224491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1224500.500000 Penalty: 10562.064453
	Iteration 23Q: 3 clusters Score -1224500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1224504.000000 Penalty: 10562.064453
	Iteration 24Q: 3 clusters Score -1224504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1224513.250000 Penalty: 10562.064453
	Iteration 25Q: 3 clusters Score -1224513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1224516.500000 Penalty: 10562.064453
	Iteration 26Q: 3 clusters Score -1224516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1224516.125000 Penalty: 10562.064453
	Iteration 27Q: 3 clusters Score -1224516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1224516.125000 Penalty: 10562.064453
	Iteration 28F: 3 clusters Score -1224516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Entering Unmasked Estep 
Score: -3009928.000000 Penalty: 5808.452637
	Iteration 0F: 2 clusters Score -3009928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2997744.500000 Penalty: 11616.905273
	Iteration 0F: 3 clusters Score -2997744 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3000528.750000 Penalty: 11616.905273
	Iteration 1F: 3 clusters Score -3000529 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3000992.750000 Penalty: 11616.905273
	Iteration 2F: 3 clusters Score -3000993 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3001291.250000 Penalty: 11616.905273
	Iteration 3Q: 3 clusters Score -3001291 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -3001526.000000 Penalty: 11616.905273
	Iteration 4Q: 3 clusters Score -3001526 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3001680.500000 Penalty: 11616.905273
	Iteration 5Q: 3 clusters Score -3001680 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -3001817.000000 Penalty: 11616.905273
	Iteration 6Q: 3 clusters Score -3001817 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -3001922.000000 Penalty: 11616.905273
	Iteration 7Q: 3 clusters Score -3001922 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3002008.750000 Penalty: 11616.905273
	Iteration 8Q: 3 clusters Score -3002009 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3002084.250000 Penalty: 11616.905273
	Iteration 9Q: 3 clusters Score -3002084 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -3002131.500000 Penalty: 11616.905273
	Iteration 10Q: 3 clusters Score -3002132 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -3002223.000000 Penalty: 11616.905273
	Iteration 11Q: 3 clusters Score -3002223 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3002281.750000 Penalty: 11616.905273
	Iteration 12Q: 3 clusters Score -3002282 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3002353.000000 Penalty: 11616.905273
	Iteration 13Q: 3 clusters Score -3002353 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -3002426.500000 Penalty: 11616.905273
	Iteration 14Q: 3 clusters Score -3002426 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3002501.000000 Penalty: 11616.905273
	Iteration 15Q: 3 clusters Score -3002501 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -3002575.750000 Penalty: 11616.905273
	Iteration 16Q: 3 clusters Score -3002576 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3002637.750000 Penalty: 11616.905273
	Iteration 17Q: 3 clusters Score -3002638 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -3002720.000000 Penalty: 11616.905273
	Iteration 18Q: 3 clusters Score -3002720 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3002816.500000 Penalty: 11616.905273
	Iteration 19Q: 3 clusters Score -3002816 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3002907.500000 Penalty: 11616.905273
	Iteration 20F: 3 clusters Score -3002908 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3002994.250000 Penalty: 11616.905273
	Iteration 21Q: 3 clusters Score -3002994 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3003134.250000 Penalty: 11616.905273
	Iteration 22Q: 3 clusters Score -3003134 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -3003281.250000 Penalty: 11616.905273
	Iteration 23Q: 3 clusters Score -3003281 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3003429.250000 Penalty: 11616.905273
	Iteration 24Q: 3 clusters Score -3003429 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3003592.000000 Penalty: 11616.905273
	Iteration 25Q: 3 clusters Score -3003592 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3003728.500000 Penalty: 11616.905273
	Iteration 26Q: 3 clusters Score -3003728 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3003871.500000 Penalty: 11616.905273
	Iteration 27Q: 3 clusters Score -3003872 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3004021.500000 Penalty: 11616.905273
	Iteration 28Q: 3 clusters Score -3004022 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3004144.250000 Penalty: 11616.905273
	Iteration 29Q: 3 clusters Score -3004144 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3004286.750000 Penalty: 11616.905273
	Iteration 30Q: 3 clusters Score -3004287 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3004396.250000 Penalty: 11616.905273
	Iteration 31Q: 3 clusters Score -3004396 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3004516.750000 Penalty: 11616.905273
	Iteration 32Q: 3 clusters Score -3004517 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3004620.250000 Penalty: 11616.905273
	Iteration 33Q: 3 clusters Score -3004620 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3004716.750000 Penalty: 11616.905273
	Iteration 34Q: 3 clusters Score -3004717 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3004803.500000 Penalty: 11616.905273
	Iteration 35Q: 3 clusters Score -3004804 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3004848.000000 Penalty: 11616.905273
	Iteration 36Q: 3 clusters Score -3004848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3004897.250000 Penalty: 11616.905273
	Iteration 37Q: 3 clusters Score -3004897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3004924.750000 Penalty: 11616.905273
	Iteration 38Q: 3 clusters Score -3004925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3004955.250000 Penalty: 11616.905273
	Iteration 39Q: 3 clusters Score -3004955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3004972.500000 Penalty: 11616.905273
	Iteration 40F: 3 clusters Score -3004972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3004979.250000 Penalty: 11616.905273
	Iteration 41Q: 3 clusters Score -3004979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3004992.500000 Penalty: 11616.905273
	Iteration 42Q: 3 clusters Score -3004992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3004997.250000 Penalty: 11616.905273
	Iteration 43Q: 3 clusters Score -3004997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3005002.250000 Penalty: 11616.905273
	Iteration 44Q: 3 clusters Score -3005002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3005012.750000 Penalty: 11616.905273
	Iteration 45Q: 3 clusters Score -3005013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3005023.250000 Penalty: 11616.905273
	Iteration 46Q: 3 clusters Score -3005023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3005026.250000 Penalty: 11616.905273
	Iteration 47Q: 3 clusters Score -3005026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3005035.000000 Penalty: 11616.905273
	Iteration 48Q: 3 clusters Score -3005035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3005029.750000 Penalty: 11616.905273
	Iteration 49Q: 3 clusters Score -3005030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3005036.750000 Penalty: 11616.905273
	Iteration 50Q: 3 clusters Score -3005037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3005045.500000 Penalty: 11616.905273
	Iteration 51Q: 3 clusters Score -3005046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3005048.000000 Penalty: 11616.905273
	Iteration 52Q: 3 clusters Score -3005048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3005056.000000 Penalty: 11616.905273
	Iteration 53Q: 3 clusters Score -3005056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3005061.000000 Penalty: 11616.905273
	Iteration 54Q: 3 clusters Score -3005061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3005064.250000 Penalty: 11616.905273
	Iteration 55Q: 3 clusters Score -3005064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3005070.000000 Penalty: 11616.905273
	Iteration 56Q: 3 clusters Score -3005070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3005072.750000 Penalty: 11616.905273
	Iteration 57Q: 3 clusters Score -3005073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3005075.750000 Penalty: 11616.905273
	Iteration 58Q: 3 clusters Score -3005076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3005080.250000 Penalty: 11616.905273
	Iteration 59Q: 3 clusters Score -3005080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3005081.250000 Penalty: 11616.905273
	Iteration 60F: 3 clusters Score -3005081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3005081.000000 Penalty: 11616.905273
	Iteration 61Q: 3 clusters Score -3005081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3005082.250000 Penalty: 11616.905273
	Iteration 62Q: 3 clusters Score -3005082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3005079.250000 Penalty: 11616.905273
	Iteration 63Q: 3 clusters Score -3005079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3005078.000000 Penalty: 11616.905273
	Iteration 64Q: 3 clusters Score -3005078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3005083.250000 Penalty: 11616.905273
	Iteration 65Q: 3 clusters Score -3005083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3005083.250000 Penalty: 11616.905273
	Iteration 66F: 3 clusters Score -3005083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -143574.218750 Penalty: 4005.496582
	Iteration 0F: 2 clusters Score -143574.2 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 346 members 
Entering Unmasked Estep 
Score: -139877.250000 Penalty: 8010.993164
	Iteration 0F: 3 clusters Score -139877.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -140159.109375 Penalty: 8010.993164
	Iteration 1F: 3 clusters Score -140159.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -140248.671875 Penalty: 8010.993164
	Iteration 2Q: 3 clusters Score -140248.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -140285.703125 Penalty: 8010.993164
	Iteration 3Q: 3 clusters Score -140285.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -140322.062500 Penalty: 8010.993164
	Iteration 4Q: 3 clusters Score -140322.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -140340.750000 Penalty: 8010.993164
	Iteration 5Q: 3 clusters Score -140340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -140344.578125 Penalty: 8010.993164
	Iteration 6Q: 3 clusters Score -140344.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -140344.578125 Penalty: 8010.993164
	Iteration 7F: 3 clusters Score -140344.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Entering Unmasked Estep 
Score: -2563470.750000 Penalty: 5742.918945
	Iteration 0F: 2 clusters Score -2563471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2552120.500000 Penalty: 11485.837891
	Iteration 0F: 3 clusters Score -2552120 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2554739.000000 Penalty: 11485.837891
	Iteration 1F: 3 clusters Score -2554739 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2555309.750000 Penalty: 11485.837891
	Iteration 2F: 3 clusters Score -2555310 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2555684.500000 Penalty: 11485.837891
	Iteration 3F: 3 clusters Score -2555684 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2555996.750000 Penalty: 11485.837891
	Iteration 4Q: 3 clusters Score -2555997 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2556283.250000 Penalty: 11485.837891
	Iteration 5Q: 3 clusters Score -2556283 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2556540.250000 Penalty: 11485.837891
	Iteration 6Q: 3 clusters Score -2556540 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2556819.250000 Penalty: 11485.837891
	Iteration 7Q: 3 clusters Score -2556819 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2557103.000000 Penalty: 11485.837891
	Iteration 8Q: 3 clusters Score -2557103 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2557437.500000 Penalty: 11485.837891
	Iteration 9Q: 3 clusters Score -2557438 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2557767.250000 Penalty: 11485.837891
	Iteration 10Q: 3 clusters Score -2557767 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2558060.000000 Penalty: 11485.837891
	Iteration 11Q: 3 clusters Score -2558060 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2558273.000000 Penalty: 11485.837891
	Iteration 12Q: 3 clusters Score -2558273 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2558414.750000 Penalty: 11485.837891
	Iteration 13Q: 3 clusters Score -2558415 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2558519.500000 Penalty: 11485.837891
	Iteration 14Q: 3 clusters Score -2558520 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2558619.500000 Penalty: 11485.837891
	Iteration 15Q: 3 clusters Score -2558620 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2558705.250000 Penalty: 11485.837891
	Iteration 16Q: 3 clusters Score -2558705 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2558763.250000 Penalty: 11485.837891
	Iteration 17Q: 3 clusters Score -2558763 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2558794.000000 Penalty: 11485.837891
	Iteration 18Q: 3 clusters Score -2558794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2558816.750000 Penalty: 11485.837891
	Iteration 19Q: 3 clusters Score -2558817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2558828.250000 Penalty: 11485.837891
	Iteration 20F: 3 clusters Score -2558828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2558842.000000 Penalty: 11485.837891
	Iteration 21Q: 3 clusters Score -2558842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2558851.000000 Penalty: 11485.837891
	Iteration 22Q: 3 clusters Score -2558851 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2558862.250000 Penalty: 11485.837891
	Iteration 23Q: 3 clusters Score -2558862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2558874.500000 Penalty: 11485.837891
	Iteration 24Q: 3 clusters Score -2558874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2558889.500000 Penalty: 11485.837891
	Iteration 25Q: 3 clusters Score -2558890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2558894.750000 Penalty: 11485.837891
	Iteration 26Q: 3 clusters Score -2558895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2558909.250000 Penalty: 11485.837891
	Iteration 27Q: 3 clusters Score -2558909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2558917.750000 Penalty: 11485.837891
	Iteration 28Q: 3 clusters Score -2558918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2558934.750000 Penalty: 11485.837891
	Iteration 29Q: 3 clusters Score -2558935 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2558940.000000 Penalty: 11485.837891
	Iteration 30Q: 3 clusters Score -2558940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2558959.750000 Penalty: 11485.837891
	Iteration 31Q: 3 clusters Score -2558960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2558964.000000 Penalty: 11485.837891
	Iteration 32Q: 3 clusters Score -2558964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2558973.000000 Penalty: 11485.837891
	Iteration 33Q: 3 clusters Score -2558973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2558989.500000 Penalty: 11485.837891
	Iteration 34Q: 3 clusters Score -2558990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2558985.250000 Penalty: 11485.837891
	Iteration 35Q: 3 clusters Score -2558985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2558986.000000 Penalty: 11485.837891
	Iteration 36Q: 3 clusters Score -2558986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2558995.000000 Penalty: 11485.837891
	Iteration 37Q: 3 clusters Score -2558995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2558999.500000 Penalty: 11485.837891
	Iteration 38Q: 3 clusters Score -2559000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2559000.750000 Penalty: 11485.837891
	Iteration 39Q: 3 clusters Score -2559001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2559006.750000 Penalty: 11485.837891
	Iteration 40F: 3 clusters Score -2559007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2559011.000000 Penalty: 11485.837891
	Iteration 41Q: 3 clusters Score -2559011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2559021.000000 Penalty: 11485.837891
	Iteration 42Q: 3 clusters Score -2559021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2559019.500000 Penalty: 11485.837891
	Iteration 43Q: 3 clusters Score -2559020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2559021.000000 Penalty: 11485.837891
	Iteration 44Q: 3 clusters Score -2559021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2559032.500000 Penalty: 11485.837891
	Iteration 45Q: 3 clusters Score -2559032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2559039.750000 Penalty: 11485.837891
	Iteration 46Q: 3 clusters Score -2559040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2559044.500000 Penalty: 11485.837891
	Iteration 47Q: 3 clusters Score -2559044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2559058.000000 Penalty: 11485.837891
	Iteration 48Q: 3 clusters Score -2559058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2559072.500000 Penalty: 11485.837891
	Iteration 49Q: 3 clusters Score -2559072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2559079.750000 Penalty: 11485.837891
	Iteration 50Q: 3 clusters Score -2559080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2559086.500000 Penalty: 11485.837891
	Iteration 51Q: 3 clusters Score -2559086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2559091.750000 Penalty: 11485.837891
	Iteration 52Q: 3 clusters Score -2559092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2559101.500000 Penalty: 11485.837891
	Iteration 53Q: 3 clusters Score -2559102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2559103.250000 Penalty: 11485.837891
	Iteration 54Q: 3 clusters Score -2559103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2559112.500000 Penalty: 11485.837891
	Iteration 55Q: 3 clusters Score -2559112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2559113.500000 Penalty: 11485.837891
	Iteration 56Q: 3 clusters Score -2559114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2559120.250000 Penalty: 11485.837891
	Iteration 57Q: 3 clusters Score -2559120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2559119.500000 Penalty: 11485.837891
	Iteration 58Q: 3 clusters Score -2559120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2559120.500000 Penalty: 11485.837891
	Iteration 59Q: 3 clusters Score -2559120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2559123.500000 Penalty: 11485.837891
	Iteration 60F: 3 clusters Score -2559124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2559131.000000 Penalty: 11485.837891
	Iteration 61Q: 3 clusters Score -2559131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2559135.500000 Penalty: 11485.837891
	Iteration 62Q: 3 clusters Score -2559136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2559140.500000 Penalty: 11485.837891
	Iteration 63Q: 3 clusters Score -2559140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2559141.250000 Penalty: 11485.837891
	Iteration 64Q: 3 clusters Score -2559141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2559149.000000 Penalty: 11485.837891
	Iteration 65Q: 3 clusters Score -2559149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2559153.000000 Penalty: 11485.837891
	Iteration 66Q: 3 clusters Score -2559153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2559150.500000 Penalty: 11485.837891
	Iteration 67Q: 3 clusters Score -2559150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2559155.000000 Penalty: 11485.837891
	Iteration 68Q: 3 clusters Score -2559155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2559159.000000 Penalty: 11485.837891
	Iteration 69Q: 3 clusters Score -2559159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2559159.750000 Penalty: 11485.837891
	Iteration 70Q: 3 clusters Score -2559160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2559157.250000 Penalty: 11485.837891
	Iteration 71Q: 3 clusters Score -2559157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2559157.250000 Penalty: 11485.837891
	Iteration 72Q: 3 clusters Score -2559157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2559162.000000 Penalty: 11485.837891
	Iteration 73Q: 3 clusters Score -2559162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2559165.750000 Penalty: 11485.837891
	Iteration 74Q: 3 clusters Score -2559166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2559167.250000 Penalty: 11485.837891
	Iteration 75Q: 3 clusters Score -2559167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2559162.750000 Penalty: 11485.837891
	Iteration 76Q: 3 clusters Score -2559163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2559167.000000 Penalty: 11485.837891
	Iteration 77Q: 3 clusters Score -2559167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2559167.500000 Penalty: 11485.837891
	Iteration 78Q: 3 clusters Score -2559168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2559171.750000 Penalty: 11485.837891
	Iteration 79Q: 3 clusters Score -2559172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2559170.250000 Penalty: 11485.837891
	Iteration 80F: 3 clusters Score -2559170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2559170.500000 Penalty: 11485.837891
	Iteration 81Q: 3 clusters Score -2559170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2559172.250000 Penalty: 11485.837891
	Iteration 82Q: 3 clusters Score -2559172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2559174.000000 Penalty: 11485.837891
	Iteration 83Q: 3 clusters Score -2559174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2559177.000000 Penalty: 11485.837891
	Iteration 84Q: 3 clusters Score -2559177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2559181.500000 Penalty: 11485.837891
	Iteration 85Q: 3 clusters Score -2559182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2559180.000000 Penalty: 11485.837891
	Iteration 86Q: 3 clusters Score -2559180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2559181.250000 Penalty: 11485.837891
	Iteration 87Q: 3 clusters Score -2559181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2559183.250000 Penalty: 11485.837891
	Iteration 88Q: 3 clusters Score -2559183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2559186.000000 Penalty: 11485.837891
	Iteration 89Q: 3 clusters Score -2559186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2559186.000000 Penalty: 11485.837891
	Iteration 90F: 3 clusters Score -2559186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Entering Unmasked Estep 
Score: -1679867.750000 Penalty: 5477.977539
	Iteration 0F: 2 clusters Score -1679868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1671171.750000 Penalty: 10955.955078
	Iteration 0F: 3 clusters Score -1671172 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1672935.250000 Penalty: 10955.955078
	Iteration 1F: 3 clusters Score -1672935 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1673376.875000 Penalty: 10955.955078
	Iteration 2F: 3 clusters Score -1673377 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1673679.250000 Penalty: 10955.955078
	Iteration 3Q: 3 clusters Score -1673679 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1673915.375000 Penalty: 10955.955078
	Iteration 4Q: 3 clusters Score -1673915 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1674096.500000 Penalty: 10955.955078
	Iteration 5Q: 3 clusters Score -1674096 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1674264.250000 Penalty: 10955.955078
	Iteration 6Q: 3 clusters Score -1674264 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1674445.875000 Penalty: 10955.955078
	Iteration 7Q: 3 clusters Score -1674446 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1674599.375000 Penalty: 10955.955078
	Iteration 8Q: 3 clusters Score -1674599 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1674716.125000 Penalty: 10955.955078
	Iteration 9Q: 3 clusters Score -1674716 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1674834.750000 Penalty: 10955.955078
	Iteration 10Q: 3 clusters Score -1674835 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1674939.250000 Penalty: 10955.955078
	Iteration 11Q: 3 clusters Score -1674939 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1675044.375000 Penalty: 10955.955078
	Iteration 12Q: 3 clusters Score -1675044 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1675147.625000 Penalty: 10955.955078
	Iteration 13Q: 3 clusters Score -1675148 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1675262.625000 Penalty: 10955.955078
	Iteration 14Q: 3 clusters Score -1675263 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1675374.750000 Penalty: 10955.955078
	Iteration 15Q: 3 clusters Score -1675375 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1675498.500000 Penalty: 10955.955078
	Iteration 16Q: 3 clusters Score -1675498 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1675606.250000 Penalty: 10955.955078
	Iteration 17Q: 3 clusters Score -1675606 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1675715.750000 Penalty: 10955.955078
	Iteration 18Q: 3 clusters Score -1675716 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1675816.875000 Penalty: 10955.955078
	Iteration 19Q: 3 clusters Score -1675817 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1675901.875000 Penalty: 10955.955078
	Iteration 20F: 3 clusters Score -1675902 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1675962.875000 Penalty: 10955.955078
	Iteration 21Q: 3 clusters Score -1675963 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1676004.000000 Penalty: 10955.955078
	Iteration 22Q: 3 clusters Score -1676004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1676037.125000 Penalty: 10955.955078
	Iteration 23Q: 3 clusters Score -1676037 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1676053.250000 Penalty: 10955.955078
	Iteration 24Q: 3 clusters Score -1676053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1676067.000000 Penalty: 10955.955078
	Iteration 25Q: 3 clusters Score -1676067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1676085.125000 Penalty: 10955.955078
	Iteration 26Q: 3 clusters Score -1676085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1676095.125000 Penalty: 10955.955078
	Iteration 27Q: 3 clusters Score -1676095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1676109.375000 Penalty: 10955.955078
	Iteration 28Q: 3 clusters Score -1676109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1676114.625000 Penalty: 10955.955078
	Iteration 29Q: 3 clusters Score -1676115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1676124.375000 Penalty: 10955.955078
	Iteration 30Q: 3 clusters Score -1676124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1676124.375000 Penalty: 10955.955078
	Iteration 31Q: 3 clusters Score -1676124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1676127.375000 Penalty: 10955.955078
	Iteration 32Q: 3 clusters Score -1676127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1676131.750000 Penalty: 10955.955078
	Iteration 33Q: 3 clusters Score -1676132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1676130.875000 Penalty: 10955.955078
	Iteration 34Q: 3 clusters Score -1676131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1676130.875000 Penalty: 10955.955078
	Iteration 35F: 3 clusters Score -1676131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Entering Unmasked Estep 
Score: -8239349.500000 Penalty: 6431.106445
	Iteration 0F: 2 clusters Score -8239350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -8212280.500000 Penalty: 12862.212891
	Iteration 0F: 3 clusters Score -8212280 nChanged 15595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -8220732.000000 Penalty: 12862.212891
	Iteration 1F: 3 clusters Score -8220732 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -8221520.500000 Penalty: 12862.212891
	Iteration 2F: 3 clusters Score -8221520 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -8222152.500000 Penalty: 12862.212891
	Iteration 3Q: 3 clusters Score -8222152 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -8222679.000000 Penalty: 12862.212891
	Iteration 4Q: 3 clusters Score -8222679 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -8223156.000000 Penalty: 12862.212891
	Iteration 5Q: 3 clusters Score -8223156 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -8223619.500000 Penalty: 12862.212891
	Iteration 6Q: 3 clusters Score -8223620 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -8224065.000000 Penalty: 12862.212891
	Iteration 7Q: 3 clusters Score -8224065 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -8224719.000000 Penalty: 12862.212891
	Iteration 8Q: 3 clusters Score -8224719 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -8225376.500000 Penalty: 12862.212891
	Iteration 9Q: 3 clusters Score -8225376 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -8226187.000000 Penalty: 12862.212891
	Iteration 10Q: 3 clusters Score -8226187 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -8227010.000000 Penalty: 12862.212891
	Iteration 11Q: 3 clusters Score -8227010 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -8227880.500000 Penalty: 12862.212891
	Iteration 12Q: 3 clusters Score -8227880 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -8228761.000000 Penalty: 12862.212891
	Iteration 13Q: 3 clusters Score -8228761 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -8229697.000000 Penalty: 12862.212891
	Iteration 14Q: 3 clusters Score -8229697 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -8230490.500000 Penalty: 12862.212891
	Iteration 15Q: 3 clusters Score -8230490 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -8231219.500000 Penalty: 12862.212891
	Iteration 16Q: 3 clusters Score -8231220 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -8231948.000000 Penalty: 12862.212891
	Iteration 17Q: 3 clusters Score -8231948 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -8232556.500000 Penalty: 12862.212891
	Iteration 18Q: 3 clusters Score -8232556 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -8233094.500000 Penalty: 12862.212891
	Iteration 19Q: 3 clusters Score -8233094 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -8233526.500000 Penalty: 12862.212891
	Iteration 20F: 3 clusters Score -8233526 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -8233962.500000 Penalty: 12862.212891
	Iteration 21Q: 3 clusters Score -8233962 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -8234340.000000 Penalty: 12862.212891
	Iteration 22Q: 3 clusters Score -8234340 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -8234731.000000 Penalty: 12862.212891
	Iteration 23Q: 3 clusters Score -8234731 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -8234977.000000 Penalty: 12862.212891
	Iteration 24Q: 3 clusters Score -8234977 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -8235129.000000 Penalty: 12862.212891
	Iteration 25Q: 3 clusters Score -8235129 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -8235225.000000 Penalty: 12862.212891
	Iteration 26Q: 3 clusters Score -8235225 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -8235286.500000 Penalty: 12862.212891
	Iteration 27Q: 3 clusters Score -8235286 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -8235334.500000 Penalty: 12862.212891
	Iteration 28Q: 3 clusters Score -8235334 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -8235359.000000 Penalty: 12862.212891
	Iteration 29Q: 3 clusters Score -8235359 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -8235383.500000 Penalty: 12862.212891
	Iteration 30Q: 3 clusters Score -8235384 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -8235400.000000 Penalty: 12862.212891
	Iteration 31Q: 3 clusters Score -8235400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -8235404.000000 Penalty: 12862.212891
	Iteration 32Q: 3 clusters Score -8235404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -8235392.000000 Penalty: 12862.212891
	Iteration 33Q: 3 clusters Score -8235392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -8235392.500000 Penalty: 12862.212891
	Iteration 34Q: 3 clusters Score -8235392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -8235393.500000 Penalty: 12862.212891
	Iteration 35Q: 3 clusters Score -8235394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -8235407.500000 Penalty: 12862.212891
	Iteration 36Q: 3 clusters Score -8235408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -8235405.500000 Penalty: 12862.212891
	Iteration 37Q: 3 clusters Score -8235406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -8235399.000000 Penalty: 12862.212891
	Iteration 38Q: 3 clusters Score -8235399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -8235372.500000 Penalty: 12862.212891
	Iteration 39Q: 3 clusters Score -8235372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -8235377.500000 Penalty: 12862.212891
	Iteration 40F: 3 clusters Score -8235378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -8235396.000000 Penalty: 12862.212891
	Iteration 41Q: 3 clusters Score -8235396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -8235413.000000 Penalty: 12862.212891
	Iteration 42Q: 3 clusters Score -8235413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -8235410.500000 Penalty: 12862.212891
	Iteration 43Q: 3 clusters Score -8235410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -8235413.000000 Penalty: 12862.212891
	Iteration 44Q: 3 clusters Score -8235413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -8235420.500000 Penalty: 12862.212891
	Iteration 45Q: 3 clusters Score -8235420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -8235424.500000 Penalty: 12862.212891
	Iteration 46Q: 3 clusters Score -8235424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -8235427.500000 Penalty: 12862.212891
	Iteration 47Q: 3 clusters Score -8235428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -8235431.000000 Penalty: 12862.212891
	Iteration 48Q: 3 clusters Score -8235431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -8235432.500000 Penalty: 12862.212891
	Iteration 49Q: 3 clusters Score -8235432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -8235442.000000 Penalty: 12862.212891
	Iteration 50Q: 3 clusters Score -8235442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -8235437.500000 Penalty: 12862.212891
	Iteration 51Q: 3 clusters Score -8235438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -8235435.000000 Penalty: 12862.212891
	Iteration 52Q: 3 clusters Score -8235435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -8235441.000000 Penalty: 12862.212891
	Iteration 53Q: 3 clusters Score -8235441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -8235435.500000 Penalty: 12862.212891
	Iteration 54Q: 3 clusters Score -8235436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -8235435.500000 Penalty: 12862.212891
	Iteration 55F: 3 clusters Score -8235436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Entering Unmasked Estep 
Score: -3978347.250000 Penalty: 5987.727539
	Iteration 0F: 2 clusters Score -3978347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3963419.250000 Penalty: 11975.455078
	Iteration 0F: 3 clusters Score -3963419 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -3967123.250000 Penalty: 11975.455078
	Iteration 1F: 3 clusters Score -3967123 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -3967710.500000 Penalty: 11975.455078
	Iteration 2F: 3 clusters Score -3967710 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3968094.000000 Penalty: 11975.455078
	Iteration 3Q: 3 clusters Score -3968094 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -3968380.750000 Penalty: 11975.455078
	Iteration 4Q: 3 clusters Score -3968381 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3968603.500000 Penalty: 11975.455078
	Iteration 5Q: 3 clusters Score -3968604 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -3968811.250000 Penalty: 11975.455078
	Iteration 6Q: 3 clusters Score -3968811 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -3969049.500000 Penalty: 11975.455078
	Iteration 7Q: 3 clusters Score -3969050 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -3969328.500000 Penalty: 11975.455078
	Iteration 8Q: 3 clusters Score -3969328 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -3969604.000000 Penalty: 11975.455078
	Iteration 9Q: 3 clusters Score -3969604 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -3969897.250000 Penalty: 11975.455078
	Iteration 10Q: 3 clusters Score -3969897 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3970223.750000 Penalty: 11975.455078
	Iteration 11Q: 3 clusters Score -3970224 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -3970582.250000 Penalty: 11975.455078
	Iteration 12Q: 3 clusters Score -3970582 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -3970937.500000 Penalty: 11975.455078
	Iteration 13Q: 3 clusters Score -3970938 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -3971330.000000 Penalty: 11975.455078
	Iteration 14Q: 3 clusters Score -3971330 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -3971774.250000 Penalty: 11975.455078
	Iteration 15Q: 3 clusters Score -3971774 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3972261.750000 Penalty: 11975.455078
	Iteration 16Q: 3 clusters Score -3972262 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -3972868.500000 Penalty: 11975.455078
	Iteration 17Q: 3 clusters Score -3972868 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -3973595.000000 Penalty: 11975.455078
	Iteration 18Q: 3 clusters Score -3973595 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3974386.750000 Penalty: 11975.455078
	Iteration 19Q: 3 clusters Score -3974387 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3975148.750000 Penalty: 11975.455078
	Iteration 20F: 3 clusters Score -3975149 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3975653.500000 Penalty: 11975.455078
	Iteration 21Q: 3 clusters Score -3975654 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -3975937.500000 Penalty: 11975.455078
	Iteration 22Q: 3 clusters Score -3975938 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -3976065.000000 Penalty: 11975.455078
	Iteration 23Q: 3 clusters Score -3976065 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3976125.500000 Penalty: 11975.455078
	Iteration 24Q: 3 clusters Score -3976126 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -3976166.250000 Penalty: 11975.455078
	Iteration 25Q: 3 clusters Score -3976166 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -3976195.750000 Penalty: 11975.455078
	Iteration 26Q: 3 clusters Score -3976196 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3976206.500000 Penalty: 11975.455078
	Iteration 27Q: 3 clusters Score -3976206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -3976214.000000 Penalty: 11975.455078
	Iteration 28Q: 3 clusters Score -3976214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3976212.500000 Penalty: 11975.455078
	Iteration 29Q: 3 clusters Score -3976212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3976211.500000 Penalty: 11975.455078
	Iteration 30Q: 3 clusters Score -3976212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -3976213.750000 Penalty: 11975.455078
	Iteration 31Q: 3 clusters Score -3976214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3976218.250000 Penalty: 11975.455078
	Iteration 32Q: 3 clusters Score -3976218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -3976224.750000 Penalty: 11975.455078
	Iteration 33Q: 3 clusters Score -3976225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3976235.750000 Penalty: 11975.455078
	Iteration 34Q: 3 clusters Score -3976236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3976233.250000 Penalty: 11975.455078
	Iteration 35Q: 3 clusters Score -3976233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -3976230.000000 Penalty: 11975.455078
	Iteration 36Q: 3 clusters Score -3976230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -3976234.000000 Penalty: 11975.455078
	Iteration 37Q: 3 clusters Score -3976234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -3976231.250000 Penalty: 11975.455078
	Iteration 38Q: 3 clusters Score -3976231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -3976231.250000 Penalty: 11975.455078
	Iteration 39F: 3 clusters Score -3976231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (123671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123671 members 
Entering Unmasked Estep 
Score: -28366686.000000 Penalty: 7181.795410
	Iteration 0F: 2 clusters Score -2.836669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -28283436.000000 Penalty: 14363.590820
	Iteration 0F: 3 clusters Score -2.828344e+07 nChanged 56881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 64494 members 
Entering Unmasked Estep 
Score: -28316438.000000 Penalty: 14363.590820
	Iteration 1F: 3 clusters Score -2.831644e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -28319430.000000 Penalty: 14363.590820
	Iteration 2F: 3 clusters Score -2.831943e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 69562 members 
Entering Unmasked Estep 
Score: -28323454.000000 Penalty: 14363.590820
	Iteration 3F: 3 clusters Score -2.832345e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -28328866.000000 Penalty: 14363.590820
	Iteration 4F: 3 clusters Score -2.832887e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 79430 members 
Entering Unmasked Estep 
Score: -28334912.000000 Penalty: 14363.590820
	Iteration 5F: 3 clusters Score -2.833491e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 85348 members 
Entering Unmasked Estep 
Score: -28340780.000000 Penalty: 14363.590820
	Iteration 6F: 3 clusters Score -2.834078e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -28345988.000000 Penalty: 14363.590820
	Iteration 7F: 3 clusters Score -2.834599e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 96279 members 
Entering Unmasked Estep 
Score: -28349856.000000 Penalty: 14363.590820
	Iteration 8Q: 3 clusters Score -2.834986e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 100595 members 
Entering Unmasked Estep 
Score: -28352738.000000 Penalty: 14363.590820
	Iteration 9Q: 3 clusters Score -2.835274e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 104228 members 
Entering Unmasked Estep 
Score: -28354788.000000 Penalty: 14363.590820
	Iteration 10Q: 3 clusters Score -2.835479e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 107210 members 
Entering Unmasked Estep 
Score: -28356430.000000 Penalty: 14363.590820
	Iteration 11Q: 3 clusters Score -2.835643e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 109576 members 
Entering Unmasked Estep 
Score: -28357670.000000 Penalty: 14363.590820
	Iteration 12Q: 3 clusters Score -2.835767e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 111591 members 
Entering Unmasked Estep 
Score: -28358706.000000 Penalty: 14363.590820
	Iteration 13Q: 3 clusters Score -2.835871e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 113242 members 
Entering Unmasked Estep 
Score: -28359624.000000 Penalty: 14363.590820
	Iteration 14Q: 3 clusters Score -2.835962e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 114519 members 
Entering Unmasked Estep 
Score: -28360508.000000 Penalty: 14363.590820
	Iteration 15Q: 3 clusters Score -2.836051e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 115478 members 
Entering Unmasked Estep 
Score: -28361040.000000 Penalty: 14363.590820
	Iteration 16Q: 3 clusters Score -2.836104e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 116236 members 
Entering Unmasked Estep 
Score: -28361378.000000 Penalty: 14363.590820
	Iteration 17Q: 3 clusters Score -2.836138e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 116837 members 
Entering Unmasked Estep 
Score: -28361712.000000 Penalty: 14363.590820
	Iteration 18Q: 3 clusters Score -2.836171e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 117312 members 
Entering Unmasked Estep 
Score: -28361890.000000 Penalty: 14363.590820
	Iteration 19Q: 3 clusters Score -2.836189e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 117697 members 
Entering Unmasked Estep 
Score: -28362058.000000 Penalty: 14363.590820
	Iteration 20F: 3 clusters Score -2.836206e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 118027 members 
Entering Unmasked Estep 
Score: -28362160.000000 Penalty: 14363.590820
	Iteration 21Q: 3 clusters Score -2.836216e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 118329 members 
Entering Unmasked Estep 
Score: -28362182.000000 Penalty: 14363.590820
	Iteration 22Q: 3 clusters Score -2.836218e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 118610 members 
Entering Unmasked Estep 
Score: -28362312.000000 Penalty: 14363.590820
	Iteration 23Q: 3 clusters Score -2.836231e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 118847 members 
Entering Unmasked Estep 
Score: -28362326.000000 Penalty: 14363.590820
	Iteration 24Q: 3 clusters Score -2.836233e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 119068 members 
Entering Unmasked Estep 
Score: -28362300.000000 Penalty: 14363.590820
	Iteration 25Q: 3 clusters Score -2.83623e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 119278 members 
Entering Unmasked Estep 
Score: -28362424.000000 Penalty: 14363.590820
	Iteration 26Q: 3 clusters Score -2.836242e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 119458 members 
Entering Unmasked Estep 
Score: -28362478.000000 Penalty: 14363.590820
	Iteration 27Q: 3 clusters Score -2.836248e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 119626 members 
Entering Unmasked Estep 
Score: -28362550.000000 Penalty: 14363.590820
	Iteration 28Q: 3 clusters Score -2.836255e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 119779 members 
Entering Unmasked Estep 
Score: -28362648.000000 Penalty: 14363.590820
	Iteration 29Q: 3 clusters Score -2.836265e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 119905 members 
Entering Unmasked Estep 
Score: -28362718.000000 Penalty: 14363.590820
	Iteration 30Q: 3 clusters Score -2.836272e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 120018 members 
Entering Unmasked Estep 
Score: -28362722.000000 Penalty: 14363.590820
	Iteration 31Q: 3 clusters Score -2.836272e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 120106 members 
Entering Unmasked Estep 
Score: -28362798.000000 Penalty: 14363.590820
	Iteration 32Q: 3 clusters Score -2.83628e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 120185 members 
Entering Unmasked Estep 
Score: -28362860.000000 Penalty: 14363.590820
	Iteration 33Q: 3 clusters Score -2.836286e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 120286 members 
Entering Unmasked Estep 
Score: -28362894.000000 Penalty: 14363.590820
	Iteration 34Q: 3 clusters Score -2.836289e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 120382 members 
Entering Unmasked Estep 
Score: -28362926.000000 Penalty: 14363.590820
	Iteration 35Q: 3 clusters Score -2.836293e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 120462 members 
Entering Unmasked Estep 
Score: -28362980.000000 Penalty: 14363.590820
	Iteration 36Q: 3 clusters Score -2.836298e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 120542 members 
Entering Unmasked Estep 
Score: -28362966.000000 Penalty: 14363.590820
	Iteration 37Q: 3 clusters Score -2.836297e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 120622 members 
Entering Unmasked Estep 
Score: -28363008.000000 Penalty: 14363.590820
	Iteration 38Q: 3 clusters Score -2.836301e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 120703 members 
Entering Unmasked Estep 
Score: -28363116.000000 Penalty: 14363.590820
	Iteration 39Q: 3 clusters Score -2.836312e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 120780 members 
Entering Unmasked Estep 
Score: -28363262.000000 Penalty: 14363.590820
	Iteration 40F: 3 clusters Score -2.836326e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 120844 members 
Entering Unmasked Estep 
Score: -28363330.000000 Penalty: 14363.590820
	Iteration 41Q: 3 clusters Score -2.836333e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 120893 members 
Entering Unmasked Estep 
Score: -28363460.000000 Penalty: 14363.590820
	Iteration 42Q: 3 clusters Score -2.836346e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 120925 members 
Entering Unmasked Estep 
Score: -28363496.000000 Penalty: 14363.590820
	Iteration 43Q: 3 clusters Score -2.83635e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 120945 members 
Entering Unmasked Estep 
Score: -28363526.000000 Penalty: 14363.590820
	Iteration 44Q: 3 clusters Score -2.836353e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 120952 members 
Entering Unmasked Estep 
Score: -28363560.000000 Penalty: 14363.590820
	Iteration 45Q: 3 clusters Score -2.836356e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 120963 members 
Entering Unmasked Estep 
Score: -28363560.000000 Penalty: 14363.590820
	Iteration 46Q: 3 clusters Score -2.836356e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 120968 members 
Entering Unmasked Estep 
Score: -28363610.000000 Penalty: 14363.590820
	Iteration 47Q: 3 clusters Score -2.836361e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 120967 members 
Entering Unmasked Estep 
Score: -28363624.000000 Penalty: 14363.590820
	Iteration 48Q: 3 clusters Score -2.836362e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 120964 members 
Entering Unmasked Estep 
Score: -28363660.000000 Penalty: 14363.590820
	Iteration 49Q: 3 clusters Score -2.836366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 120964 members 
Entering Unmasked Estep 
Score: -28363654.000000 Penalty: 14363.590820
	Iteration 50Q: 3 clusters Score -2.836365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 120966 members 
Entering Unmasked Estep 
Score: -28363650.000000 Penalty: 14363.590820
	Iteration 51Q: 3 clusters Score -2.836365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 120969 members 
Entering Unmasked Estep 
Score: -28363644.000000 Penalty: 14363.590820
	Iteration 52Q: 3 clusters Score -2.836364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 120970 members 
Entering Unmasked Estep 
Score: -28363646.000000 Penalty: 14363.590820
	Iteration 53Q: 3 clusters Score -2.836365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 120972 members 
Entering Unmasked Estep 
Score: -28363630.000000 Penalty: 14363.590820
	Iteration 54Q: 3 clusters Score -2.836363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 120974 members 
Entering Unmasked Estep 
Score: -28363632.000000 Penalty: 14363.590820
	Iteration 55Q: 3 clusters Score -2.836363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 120976 members 
Entering Unmasked Estep 
Score: -28363632.000000 Penalty: 14363.590820
	Iteration 56Q: 3 clusters Score -2.836363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 120978 members 
Entering Unmasked Estep 
Score: -28363616.000000 Penalty: 14363.590820
	Iteration 57Q: 3 clusters Score -2.836362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 120977 members 
Entering Unmasked Estep 
Score: -28363618.000000 Penalty: 14363.590820
	Iteration 58Q: 3 clusters Score -2.836362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 120978 members 
Entering Unmasked Estep 
Score: -28363626.000000 Penalty: 14363.590820
	Iteration 59Q: 3 clusters Score -2.836363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 120979 members 
Entering Unmasked Estep 
Score: -28363632.000000 Penalty: 14363.590820
	Iteration 60F: 3 clusters Score -2.836363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 120981 members 
Entering Unmasked Estep 
Score: -28363622.000000 Penalty: 14363.590820
	Iteration 61Q: 3 clusters Score -2.836362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 120977 members 
Entering Unmasked Estep 
Score: -28363622.000000 Penalty: 14363.590820
	Iteration 62Q: 3 clusters Score -2.836362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 120978 members 
Entering Unmasked Estep 
Score: -28363628.000000 Penalty: 14363.590820
	Iteration 63Q: 3 clusters Score -2.836363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 120976 members 
Entering Unmasked Estep 
Score: -28363618.000000 Penalty: 14363.590820
	Iteration 64Q: 3 clusters Score -2.836362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 120976 members 
Entering Unmasked Estep 
Score: -28363618.000000 Penalty: 14363.590820
	Iteration 65F: 3 clusters Score -2.836362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -67223.296875 Penalty: 3764.626709
	Iteration 0F: 2 clusters Score -67223.3 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 213 members 
Entering Unmasked Estep 
Score: -64563.808594 Penalty: 7529.253418
	Iteration 0F: 3 clusters Score -64563.81 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -64860.582031 Penalty: 7529.253418
	Iteration 1F: 3 clusters Score -64860.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -65149.617188 Penalty: 7529.253418
	Iteration 2F: 3 clusters Score -65149.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -65605.820312 Penalty: 7529.253418
	Iteration 3F: 3 clusters Score -65605.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -65956.171875 Penalty: 7529.253418
	Iteration 4F: 3 clusters Score -65956.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -66030.671875 Penalty: 7529.253418
	Iteration 5Q: 3 clusters Score -66030.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -66121.625000 Penalty: 7529.253418
	Iteration 6Q: 3 clusters Score -66121.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -66146.648438 Penalty: 7529.253418
	Iteration 7Q: 3 clusters Score -66146.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -66238.554688 Penalty: 7529.253418
	Iteration 8Q: 3 clusters Score -66238.55 nChanged 5
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: -66318.406250 Penalty: 7529.253418
	Iteration 9Q: 3 clusters Score -66318.41 nChanged 6
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: -66378.234375 Penalty: 7529.253418
	Iteration 10Q: 3 clusters Score -66378.23 nChanged 2
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: -66463.109375 Penalty: 7529.253418
	Iteration 11Q: 3 clusters Score -66463.11 nChanged 0
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: -66466.367188 Penalty: 7529.253418
	Iteration 12F: 3 clusters Score -66466.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -66511.515625 Penalty: 7529.253418
	Iteration 13Q: 3 clusters Score -66511.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -66521.523438 Penalty: 7529.253418
	Iteration 14Q: 3 clusters Score -66521.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -66521.523438 Penalty: 7529.253418
	Iteration 15F: 3 clusters Score -66521.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Entering Unmasked Estep 
Score: -11607813.000000 Penalty: 6636.342285
	Iteration 0F: 2 clusters Score -1.160781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -11571762.000000 Penalty: 13272.684570
	Iteration 0F: 3 clusters Score -1.157176e+07 nChanged 22323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -11583577.000000 Penalty: 13272.684570
	Iteration 1F: 3 clusters Score -1.158358e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -11584455.000000 Penalty: 13272.684570
	Iteration 2F: 3 clusters Score -1.158446e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -11585093.000000 Penalty: 13272.684570
	Iteration 3Q: 3 clusters Score -1.158509e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -11585624.000000 Penalty: 13272.684570
	Iteration 4Q: 3 clusters Score -1.158562e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -11586149.000000 Penalty: 13272.684570
	Iteration 5Q: 3 clusters Score -1.158615e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -11586868.000000 Penalty: 13272.684570
	Iteration 6Q: 3 clusters Score -1.158687e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -11587804.000000 Penalty: 13272.684570
	Iteration 7Q: 3 clusters Score -1.15878e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -11589141.000000 Penalty: 13272.684570
	Iteration 8Q: 3 clusters Score -1.158914e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -11590991.000000 Penalty: 13272.684570
	Iteration 9F: 3 clusters Score -1.159099e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -11593481.000000 Penalty: 13272.684570
	Iteration 10F: 3 clusters Score -1.159348e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -11596261.000000 Penalty: 13272.684570
	Iteration 11F: 3 clusters Score -1.159626e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -11598588.000000 Penalty: 13272.684570
	Iteration 12F: 3 clusters Score -1.159859e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -11600087.000000 Penalty: 13272.684570
	Iteration 13Q: 3 clusters Score -1.160009e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -11600967.000000 Penalty: 13272.684570
	Iteration 14Q: 3 clusters Score -1.160097e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -11601415.000000 Penalty: 13272.684570
	Iteration 15Q: 3 clusters Score -1.160142e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -11601668.000000 Penalty: 13272.684570
	Iteration 16Q: 3 clusters Score -1.160167e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -11601823.000000 Penalty: 13272.684570
	Iteration 17Q: 3 clusters Score -1.160182e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -11601891.000000 Penalty: 13272.684570
	Iteration 18Q: 3 clusters Score -1.160189e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -11601939.000000 Penalty: 13272.684570
	Iteration 19Q: 3 clusters Score -1.160194e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -11601967.000000 Penalty: 13272.684570
	Iteration 20F: 3 clusters Score -1.160197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -11601970.000000 Penalty: 13272.684570
	Iteration 21Q: 3 clusters Score -1.160197e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -11601989.000000 Penalty: 13272.684570
	Iteration 22Q: 3 clusters Score -1.160199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -11601982.000000 Penalty: 13272.684570
	Iteration 23Q: 3 clusters Score -1.160198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -11601991.000000 Penalty: 13272.684570
	Iteration 24Q: 3 clusters Score -1.160199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -11602007.000000 Penalty: 13272.684570
	Iteration 25Q: 3 clusters Score -1.160201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -11602012.000000 Penalty: 13272.684570
	Iteration 26Q: 3 clusters Score -1.160201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -11602017.000000 Penalty: 13272.684570
	Iteration 27Q: 3 clusters Score -1.160202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -11602017.000000 Penalty: 13272.684570
	Iteration 28F: 3 clusters Score -1.160202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -142719.750000 Penalty: 4017.764160
	Iteration 0F: 2 clusters Score -142719.8 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 367 members 
Entering Unmasked Estep 
Score: -138934.687500 Penalty: 8035.528320
	Iteration 0F: 3 clusters Score -138934.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -139203.031250 Penalty: 8035.528320
	Iteration 1F: 3 clusters Score -139203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -139403.359375 Penalty: 8035.528320
	Iteration 2Q: 3 clusters Score -139403.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -139480.328125 Penalty: 8035.528320
	Iteration 3Q: 3 clusters Score -139480.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -139515.031250 Penalty: 8035.528320
	Iteration 4Q: 3 clusters Score -139515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -139521.531250 Penalty: 8035.528320
	Iteration 5Q: 3 clusters Score -139521.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -139528.609375 Penalty: 8035.528320
	Iteration 6Q: 3 clusters Score -139528.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -139575.765625 Penalty: 8035.528320
	Iteration 7Q: 3 clusters Score -139575.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -139833.187500 Penalty: 8035.528320
	Iteration 8Q: 3 clusters Score -139833.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -139867.828125 Penalty: 8035.528320
	Iteration 9Q: 3 clusters Score -139867.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -139876.703125 Penalty: 8035.528320
	Iteration 10Q: 3 clusters Score -139876.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -139876.703125 Penalty: 8035.528320
	Iteration 11F: 3 clusters Score -139876.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Entering Unmasked Estep 
Score: -1209572.875000 Penalty: 5285.209961
	Iteration 0F: 2 clusters Score -1209573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1202197.625000 Penalty: 10570.419922
	Iteration 0F: 3 clusters Score -1202198 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1203884.375000 Penalty: 10570.419922
	Iteration 1F: 3 clusters Score -1203884 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1204973.750000 Penalty: 10570.419922
	Iteration 2F: 3 clusters Score -1204974 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1205698.750000 Penalty: 10570.419922
	Iteration 3F: 3 clusters Score -1205699 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1206265.500000 Penalty: 10570.419922
	Iteration 4F: 3 clusters Score -1206266 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1206686.250000 Penalty: 10570.419922
	Iteration 5F: 3 clusters Score -1206686 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1207045.125000 Penalty: 10570.419922
	Iteration 6Q: 3 clusters Score -1207045 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1207291.250000 Penalty: 10570.419922
	Iteration 7Q: 3 clusters Score -1207291 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1207465.750000 Penalty: 10570.419922
	Iteration 8Q: 3 clusters Score -1207466 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1207609.625000 Penalty: 10570.419922
	Iteration 9Q: 3 clusters Score -1207610 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1207757.625000 Penalty: 10570.419922
	Iteration 10Q: 3 clusters Score -1207758 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1207911.625000 Penalty: 10570.419922
	Iteration 11Q: 3 clusters Score -1207912 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1208030.875000 Penalty: 10570.419922
	Iteration 12Q: 3 clusters Score -1208031 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1208148.375000 Penalty: 10570.419922
	Iteration 13Q: 3 clusters Score -1208148 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1208220.125000 Penalty: 10570.419922
	Iteration 14Q: 3 clusters Score -1208220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1208254.500000 Penalty: 10570.419922
	Iteration 15Q: 3 clusters Score -1208254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1208283.000000 Penalty: 10570.419922
	Iteration 16Q: 3 clusters Score -1208283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1208302.875000 Penalty: 10570.419922
	Iteration 17Q: 3 clusters Score -1208303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1208338.250000 Penalty: 10570.419922
	Iteration 18Q: 3 clusters Score -1208338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1208360.250000 Penalty: 10570.419922
	Iteration 19Q: 3 clusters Score -1208360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1208373.000000 Penalty: 10570.419922
	Iteration 20F: 3 clusters Score -1208373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1208388.250000 Penalty: 10570.419922
	Iteration 21Q: 3 clusters Score -1208388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1208399.000000 Penalty: 10570.419922
	Iteration 22Q: 3 clusters Score -1208399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1208411.250000 Penalty: 10570.419922
	Iteration 23Q: 3 clusters Score -1208411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1208429.000000 Penalty: 10570.419922
	Iteration 24Q: 3 clusters Score -1208429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1208440.000000 Penalty: 10570.419922
	Iteration 25Q: 3 clusters Score -1208440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1208441.125000 Penalty: 10570.419922
	Iteration 26Q: 3 clusters Score -1208441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1208444.625000 Penalty: 10570.419922
	Iteration 27Q: 3 clusters Score -1208445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1208444.875000 Penalty: 10570.419922
	Iteration 28Q: 3 clusters Score -1208445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1208447.500000 Penalty: 10570.419922
	Iteration 29Q: 3 clusters Score -1208448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1208452.875000 Penalty: 10570.419922
	Iteration 30Q: 3 clusters Score -1208453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1208460.625000 Penalty: 10570.419922
	Iteration 31Q: 3 clusters Score -1208461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1208461.375000 Penalty: 10570.419922
	Iteration 32Q: 3 clusters Score -1208461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1208461.750000 Penalty: 10570.419922
	Iteration 33Q: 3 clusters Score -1208462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1208463.625000 Penalty: 10570.419922
	Iteration 34Q: 3 clusters Score -1208464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1208463.625000 Penalty: 10570.419922
	Iteration 35F: 3 clusters Score -1208464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Entering Unmasked Estep 
Score: -3073714.500000 Penalty: 5827.276367
	Iteration 0F: 2 clusters Score -3073714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -3061217.250000 Penalty: 11654.552734
	Iteration 0F: 3 clusters Score -3061217 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -3064110.500000 Penalty: 11654.552734
	Iteration 1F: 3 clusters Score -3064110 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -3064655.750000 Penalty: 11654.552734
	Iteration 2F: 3 clusters Score -3064656 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -3064996.000000 Penalty: 11654.552734
	Iteration 3Q: 3 clusters Score -3064996 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3065227.750000 Penalty: 11654.552734
	Iteration 4Q: 3 clusters Score -3065228 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3065435.500000 Penalty: 11654.552734
	Iteration 5Q: 3 clusters Score -3065436 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -3065581.250000 Penalty: 11654.552734
	Iteration 6Q: 3 clusters Score -3065581 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3065692.000000 Penalty: 11654.552734
	Iteration 7Q: 3 clusters Score -3065692 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -3065792.250000 Penalty: 11654.552734
	Iteration 8Q: 3 clusters Score -3065792 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3065898.500000 Penalty: 11654.552734
	Iteration 9Q: 3 clusters Score -3065898 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3066003.250000 Penalty: 11654.552734
	Iteration 10Q: 3 clusters Score -3066003 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -3066078.750000 Penalty: 11654.552734
	Iteration 11Q: 3 clusters Score -3066079 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -3066176.000000 Penalty: 11654.552734
	Iteration 12Q: 3 clusters Score -3066176 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3066288.750000 Penalty: 11654.552734
	Iteration 13Q: 3 clusters Score -3066289 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -3066374.500000 Penalty: 11654.552734
	Iteration 14Q: 3 clusters Score -3066374 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -3066458.750000 Penalty: 11654.552734
	Iteration 15Q: 3 clusters Score -3066459 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -3066560.000000 Penalty: 11654.552734
	Iteration 16Q: 3 clusters Score -3066560 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3066661.500000 Penalty: 11654.552734
	Iteration 17Q: 3 clusters Score -3066662 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -3066762.500000 Penalty: 11654.552734
	Iteration 18Q: 3 clusters Score -3066762 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -3066915.250000 Penalty: 11654.552734
	Iteration 19Q: 3 clusters Score -3066915 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3067041.250000 Penalty: 11654.552734
	Iteration 20F: 3 clusters Score -3067041 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -3067214.500000 Penalty: 11654.552734
	Iteration 21Q: 3 clusters Score -3067214 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -3067405.000000 Penalty: 11654.552734
	Iteration 22Q: 3 clusters Score -3067405 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -3067660.500000 Penalty: 11654.552734
	Iteration 23Q: 3 clusters Score -3067660 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3068002.500000 Penalty: 11654.552734
	Iteration 24Q: 3 clusters Score -3068002 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -3068458.750000 Penalty: 11654.552734
	Iteration 25Q: 3 clusters Score -3068459 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3068926.000000 Penalty: 11654.552734
	Iteration 26Q: 3 clusters Score -3068926 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3069433.500000 Penalty: 11654.552734
	Iteration 27Q: 3 clusters Score -3069434 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -3069862.500000 Penalty: 11654.552734
	Iteration 28Q: 3 clusters Score -3069862 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3070085.500000 Penalty: 11654.552734
	Iteration 29Q: 3 clusters Score -3070086 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -3070191.000000 Penalty: 11654.552734
	Iteration 30Q: 3 clusters Score -3070191 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -3070234.250000 Penalty: 11654.552734
	Iteration 31Q: 3 clusters Score -3070234 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -3070268.250000 Penalty: 11654.552734
	Iteration 32Q: 3 clusters Score -3070268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -3070274.000000 Penalty: 11654.552734
	Iteration 33Q: 3 clusters Score -3070274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -3070284.000000 Penalty: 11654.552734
	Iteration 34Q: 3 clusters Score -3070284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -3070297.750000 Penalty: 11654.552734
	Iteration 35Q: 3 clusters Score -3070298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -3070299.500000 Penalty: 11654.552734
	Iteration 36Q: 3 clusters Score -3070300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -3070295.500000 Penalty: 11654.552734
	Iteration 37Q: 3 clusters Score -3070296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3070296.250000 Penalty: 11654.552734
	Iteration 38Q: 3 clusters Score -3070296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3070298.500000 Penalty: 11654.552734
	Iteration 39Q: 3 clusters Score -3070298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3070301.750000 Penalty: 11654.552734
	Iteration 40F: 3 clusters Score -3070302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -3070295.500000 Penalty: 11654.552734
	Iteration 41Q: 3 clusters Score -3070296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3070298.750000 Penalty: 11654.552734
	Iteration 42Q: 3 clusters Score -3070299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3070298.750000 Penalty: 11654.552734
	Iteration 43F: 3 clusters Score -3070299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -74999.898438 Penalty: 3647.950195
	Iteration 0F: 2 clusters Score -74999.9 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 191 members 
Entering Unmasked Estep 
Score: -71983.960938 Penalty: 7295.900391
	Iteration 0F: 3 clusters Score -71983.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -72117.875000 Penalty: 7295.900391
	Iteration 1F: 3 clusters Score -72117.88 nChanged 3
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: -72154.304688 Penalty: 7295.900391
	Iteration 2Q: 3 clusters Score -72154.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -72159.718750 Penalty: 7295.900391
	Iteration 3Q: 3 clusters Score -72159.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -72159.718750 Penalty: 7295.900391
	Iteration 4F: 3 clusters Score -72159.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27864 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170367 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5553 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17604 members 
Mstep: Class 20 contains 123671 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13547 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288496.000000 Penalty: 212307.062500
Iteration 159Q: 27 clusters Score -1.382885e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27864 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170367 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5550 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17602 members 
Mstep: Class 20 contains 123672 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13551 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288480.000000 Penalty: 212307.062500
Iteration 160F: 27 clusters Score -1.382885e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27864 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170367 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5549 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17592 members 
Mstep: Class 20 contains 123672 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13559 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288512.000000 Penalty: 212307.062500
Iteration 161Q: 27 clusters Score -1.382885e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27864 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170367 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5549 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11805 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17587 members 
Mstep: Class 20 contains 123670 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13565 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288512.000000 Penalty: 212307.062500
Iteration 162Q: 27 clusters Score -1.382885e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170367 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5547 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11807 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17584 members 
Mstep: Class 20 contains 123670 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13567 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288512.000000 Penalty: 212307.062500
Iteration 163Q: 27 clusters Score -1.382885e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170367 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 5549 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11807 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 123666 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13570 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288512.000000 Penalty: 212307.062500
Iteration 164Q: 27 clusters Score -1.382885e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170367 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37306 members 
Mstep: Class 13 contains 5550 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17582 members 
Mstep: Class 20 contains 123664 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5592 members 
Mstep: Class 25 contains 13571 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288512.000000 Penalty: 212307.062500
Iteration 165Q: 27 clusters Score -1.382885e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170366 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37306 members 
Mstep: Class 13 contains 5553 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17582 members 
Mstep: Class 20 contains 123663 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13571 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288528.000000 Penalty: 212307.062500
Iteration 166Q: 27 clusters Score -1.382885e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170365 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37306 members 
Mstep: Class 13 contains 5555 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17582 members 
Mstep: Class 20 contains 123662 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13571 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288528.000000 Penalty: 212307.062500
Iteration 167Q: 27 clusters Score -1.382885e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170366 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37306 members 
Mstep: Class 13 contains 5556 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17582 members 
Mstep: Class 20 contains 123660 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13571 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288512.000000 Penalty: 212307.062500
Iteration 168Q: 27 clusters Score -1.382885e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170368 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37306 members 
Mstep: Class 13 contains 5556 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17582 members 
Mstep: Class 20 contains 123658 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13571 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288512.000000 Penalty: 212307.062500
Iteration 169Q: 27 clusters Score -1.382885e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 29853 members 
Mstep: Class 8 contains 170370 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37306 members 
Mstep: Class 13 contains 5554 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17582 members 
Mstep: Class 20 contains 123658 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13571 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288544.000000 Penalty: 212307.062500
Iteration 170Q: 27 clusters Score -1.382885e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 29852 members 
Mstep: Class 8 contains 170372 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37306 members 
Mstep: Class 13 contains 5553 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17582 members 
Mstep: Class 20 contains 123658 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13571 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288528.000000 Penalty: 212307.062500
Iteration 171Q: 27 clusters Score -1.382885e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 29852 members 
Mstep: Class 8 contains 170372 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37306 members 
Mstep: Class 13 contains 5554 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17582 members 
Mstep: Class 20 contains 123657 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13571 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288528.000000 Penalty: 212307.062500
Iteration 172Q: 27 clusters Score -1.382885e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 29852 members 
Mstep: Class 8 contains 170372 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37306 members 
Mstep: Class 13 contains 5554 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17582 members 
Mstep: Class 20 contains 123656 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13572 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288512.000000 Penalty: 212307.062500
Iteration 173Q: 27 clusters Score -1.382885e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 29852 members 
Mstep: Class 8 contains 170372 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37306 members 
Mstep: Class 13 contains 5554 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 123656 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13573 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288496.000000 Penalty: 212307.062500
Iteration 174Q: 27 clusters Score -1.382885e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 29852 members 
Mstep: Class 8 contains 170372 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37306 members 
Mstep: Class 13 contains 5554 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17580 members 
Mstep: Class 20 contains 123655 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13575 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288448.000000 Penalty: 212307.062500
Iteration 175Q: 27 clusters Score -1.382884e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 29852 members 
Mstep: Class 8 contains 170371 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37306 members 
Mstep: Class 13 contains 5554 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17579 members 
Mstep: Class 20 contains 123654 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13578 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288448.000000 Penalty: 212307.062500
Iteration 176Q: 27 clusters Score -1.382884e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 29852 members 
Mstep: Class 8 contains 170372 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37306 members 
Mstep: Class 13 contains 5554 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17580 members 
Mstep: Class 20 contains 123653 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13578 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288480.000000 Penalty: 212307.062500
Iteration 177Q: 27 clusters Score -1.382885e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 29852 members 
Mstep: Class 8 contains 170372 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37306 members 
Mstep: Class 13 contains 5554 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17580 members 
Mstep: Class 20 contains 123653 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13578 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288480.000000 Penalty: 212307.062500
Iteration 178F: 27 clusters Score -1.382885e+08 nChanged 0
Entering ConstructFrom: 
Score: -138288480.000000 Penalty: 212307.062500
Entering ConstructFrom: 
Trying to split cluster 1 (34938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Entering Unmasked Estep 
Score: -7970575.000000 Penalty: 6407.564941
	Iteration 0F: 2 clusters Score -7970575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -7944420.000000 Penalty: 12815.129883
	Iteration 0F: 3 clusters Score -7944420 nChanged 15074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -7952464.000000 Penalty: 12815.129883
	Iteration 1F: 3 clusters Score -7952464 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -7953363.000000 Penalty: 12815.129883
	Iteration 2F: 3 clusters Score -7953363 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -7954122.000000 Penalty: 12815.129883
	Iteration 3F: 3 clusters Score -7954122 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -7954781.000000 Penalty: 12815.129883
	Iteration 4Q: 3 clusters Score -7954781 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -7955516.500000 Penalty: 12815.129883
	Iteration 5Q: 3 clusters Score -7955516 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -7956250.000000 Penalty: 12815.129883
	Iteration 6Q: 3 clusters Score -7956250 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -7957087.500000 Penalty: 12815.129883
	Iteration 7Q: 3 clusters Score -7957088 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -7957827.000000 Penalty: 12815.129883
	Iteration 8Q: 3 clusters Score -7957827 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -7958574.500000 Penalty: 12815.129883
	Iteration 9Q: 3 clusters Score -7958574 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -7959226.000000 Penalty: 12815.129883
	Iteration 10Q: 3 clusters Score -7959226 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -7959838.000000 Penalty: 12815.129883
	Iteration 11Q: 3 clusters Score -7959838 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -7960364.000000 Penalty: 12815.129883
	Iteration 12Q: 3 clusters Score -7960364 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -7960882.500000 Penalty: 12815.129883
	Iteration 13Q: 3 clusters Score -7960882 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -7961312.000000 Penalty: 12815.129883
	Iteration 14Q: 3 clusters Score -7961312 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -7961688.000000 Penalty: 12815.129883
	Iteration 15Q: 3 clusters Score -7961688 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -7962028.000000 Penalty: 12815.129883
	Iteration 16Q: 3 clusters Score -7962028 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -7962286.000000 Penalty: 12815.129883
	Iteration 17Q: 3 clusters Score -7962286 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -7962526.500000 Penalty: 12815.129883
	Iteration 18Q: 3 clusters Score -7962526 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -7962721.000000 Penalty: 12815.129883
	Iteration 19Q: 3 clusters Score -7962721 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -7962940.500000 Penalty: 12815.129883
	Iteration 20F: 3 clusters Score -7962940 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -7963147.000000 Penalty: 12815.129883
	Iteration 21Q: 3 clusters Score -7963147 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -7963337.500000 Penalty: 12815.129883
	Iteration 22Q: 3 clusters Score -7963338 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -7963481.500000 Penalty: 12815.129883
	Iteration 23Q: 3 clusters Score -7963482 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -7963609.500000 Penalty: 12815.129883
	Iteration 24Q: 3 clusters Score -7963610 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -7963746.500000 Penalty: 12815.129883
	Iteration 25Q: 3 clusters Score -7963746 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -7963912.500000 Penalty: 12815.129883
	Iteration 26Q: 3 clusters Score -7963912 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -7964006.000000 Penalty: 12815.129883
	Iteration 27Q: 3 clusters Score -7964006 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -7964107.000000 Penalty: 12815.129883
	Iteration 28Q: 3 clusters Score -7964107 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -7964196.000000 Penalty: 12815.129883
	Iteration 29Q: 3 clusters Score -7964196 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -7964248.500000 Penalty: 12815.129883
	Iteration 30Q: 3 clusters Score -7964248 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -7964304.500000 Penalty: 12815.129883
	Iteration 31Q: 3 clusters Score -7964304 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -7964382.500000 Penalty: 12815.129883
	Iteration 32Q: 3 clusters Score -7964382 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -7964462.500000 Penalty: 12815.129883
	Iteration 33Q: 3 clusters Score -7964462 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -7964536.000000 Penalty: 12815.129883
	Iteration 34Q: 3 clusters Score -7964536 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -7964588.000000 Penalty: 12815.129883
	Iteration 35Q: 3 clusters Score -7964588 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -7964668.000000 Penalty: 12815.129883
	Iteration 36Q: 3 clusters Score -7964668 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -7964702.000000 Penalty: 12815.129883
	Iteration 37Q: 3 clusters Score -7964702 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -7964774.500000 Penalty: 12815.129883
	Iteration 38Q: 3 clusters Score -7964774 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -7964810.000000 Penalty: 12815.129883
	Iteration 39Q: 3 clusters Score -7964810 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -7964850.000000 Penalty: 12815.129883
	Iteration 40F: 3 clusters Score -7964850 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -7964899.500000 Penalty: 12815.129883
	Iteration 41Q: 3 clusters Score -7964900 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -7964950.000000 Penalty: 12815.129883
	Iteration 42Q: 3 clusters Score -7964950 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -7965033.500000 Penalty: 12815.129883
	Iteration 43Q: 3 clusters Score -7965034 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -7965070.000000 Penalty: 12815.129883
	Iteration 44Q: 3 clusters Score -7965070 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -7965110.500000 Penalty: 12815.129883
	Iteration 45Q: 3 clusters Score -7965110 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -7965200.000000 Penalty: 12815.129883
	Iteration 46Q: 3 clusters Score -7965200 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -7965265.000000 Penalty: 12815.129883
	Iteration 47Q: 3 clusters Score -7965265 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -7965391.000000 Penalty: 12815.129883
	Iteration 48Q: 3 clusters Score -7965391 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -7965458.000000 Penalty: 12815.129883
	Iteration 49Q: 3 clusters Score -7965458 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -7965563.500000 Penalty: 12815.129883
	Iteration 50Q: 3 clusters Score -7965564 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -7965665.000000 Penalty: 12815.129883
	Iteration 51Q: 3 clusters Score -7965665 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -7965750.500000 Penalty: 12815.129883
	Iteration 52Q: 3 clusters Score -7965750 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -7965855.000000 Penalty: 12815.129883
	Iteration 53Q: 3 clusters Score -7965855 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -7965907.500000 Penalty: 12815.129883
	Iteration 54Q: 3 clusters Score -7965908 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -7965946.500000 Penalty: 12815.129883
	Iteration 55Q: 3 clusters Score -7965946 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -7965999.000000 Penalty: 12815.129883
	Iteration 56Q: 3 clusters Score -7965999 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -7966034.000000 Penalty: 12815.129883
	Iteration 57Q: 3 clusters Score -7966034 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -7966073.000000 Penalty: 12815.129883
	Iteration 58Q: 3 clusters Score -7966073 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -7966093.000000 Penalty: 12815.129883
	Iteration 59Q: 3 clusters Score -7966093 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -7966136.500000 Penalty: 12815.129883
	Iteration 60F: 3 clusters Score -7966136 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -7966178.500000 Penalty: 12815.129883
	Iteration 61Q: 3 clusters Score -7966178 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -7966207.500000 Penalty: 12815.129883
	Iteration 62Q: 3 clusters Score -7966208 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -7966220.500000 Penalty: 12815.129883
	Iteration 63Q: 3 clusters Score -7966220 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -7966230.500000 Penalty: 12815.129883
	Iteration 64Q: 3 clusters Score -7966230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -7966243.000000 Penalty: 12815.129883
	Iteration 65Q: 3 clusters Score -7966243 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -7966278.500000 Penalty: 12815.129883
	Iteration 66Q: 3 clusters Score -7966278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -7966268.500000 Penalty: 12815.129883
	Iteration 67Q: 3 clusters Score -7966268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -7966256.500000 Penalty: 12815.129883
	Iteration 68Q: 3 clusters Score -7966256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -7966262.500000 Penalty: 12815.129883
	Iteration 69Q: 3 clusters Score -7966262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -7966280.000000 Penalty: 12815.129883
	Iteration 70Q: 3 clusters Score -7966280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -7966279.000000 Penalty: 12815.129883
	Iteration 71Q: 3 clusters Score -7966279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -7966277.500000 Penalty: 12815.129883
	Iteration 72Q: 3 clusters Score -7966278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -7966293.000000 Penalty: 12815.129883
	Iteration 73Q: 3 clusters Score -7966293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -7966281.500000 Penalty: 12815.129883
	Iteration 74Q: 3 clusters Score -7966282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -7966296.000000 Penalty: 12815.129883
	Iteration 75Q: 3 clusters Score -7966296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -7966288.000000 Penalty: 12815.129883
	Iteration 76Q: 3 clusters Score -7966288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -7966301.500000 Penalty: 12815.129883
	Iteration 77Q: 3 clusters Score -7966302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -7966299.500000 Penalty: 12815.129883
	Iteration 78Q: 3 clusters Score -7966300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -7966305.000000 Penalty: 12815.129883
	Iteration 79Q: 3 clusters Score -7966305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -7966298.000000 Penalty: 12815.129883
	Iteration 80F: 3 clusters Score -7966298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -7966298.000000 Penalty: 12815.129883
	Iteration 81Q: 3 clusters Score -7966298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -7966292.500000 Penalty: 12815.129883
	Iteration 82Q: 3 clusters Score -7966292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -7966292.500000 Penalty: 12815.129883
	Iteration 83F: 3 clusters Score -7966292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Entering Unmasked Estep 
Score: -804406.187500 Penalty: 4999.890137
	Iteration 0F: 2 clusters Score -804406.2 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 1839 members 
Entering Unmasked Estep 
Score: -798363.750000 Penalty: 9999.780273
	Iteration 0F: 3 clusters Score -798363.8 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -799194.687500 Penalty: 9999.780273
	Iteration 1F: 3 clusters Score -799194.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -799408.562500 Penalty: 9999.780273
	Iteration 2F: 3 clusters Score -799408.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -799508.250000 Penalty: 9999.780273
	Iteration 3Q: 3 clusters Score -799508.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -799568.187500 Penalty: 9999.780273
	Iteration 4Q: 3 clusters Score -799568.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -799611.437500 Penalty: 9999.780273
	Iteration 5Q: 3 clusters Score -799611.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -799650.625000 Penalty: 9999.780273
	Iteration 6Q: 3 clusters Score -799650.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -799685.062500 Penalty: 9999.780273
	Iteration 7Q: 3 clusters Score -799685.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -799708.812500 Penalty: 9999.780273
	Iteration 8Q: 3 clusters Score -799708.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -799726.375000 Penalty: 9999.780273
	Iteration 9Q: 3 clusters Score -799726.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -799743.250000 Penalty: 9999.780273
	Iteration 10Q: 3 clusters Score -799743.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -799758.875000 Penalty: 9999.780273
	Iteration 11Q: 3 clusters Score -799758.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -799768.250000 Penalty: 9999.780273
	Iteration 12Q: 3 clusters Score -799768.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -799772.000000 Penalty: 9999.780273
	Iteration 13Q: 3 clusters Score -799772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -799774.562500 Penalty: 9999.780273
	Iteration 14Q: 3 clusters Score -799774.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -799779.312500 Penalty: 9999.780273
	Iteration 15Q: 3 clusters Score -799779.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -799782.812500 Penalty: 9999.780273
	Iteration 16Q: 3 clusters Score -799782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -799784.875000 Penalty: 9999.780273
	Iteration 17Q: 3 clusters Score -799784.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -799787.250000 Penalty: 9999.780273
	Iteration 18Q: 3 clusters Score -799787.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -799788.750000 Penalty: 9999.780273
	Iteration 19Q: 3 clusters Score -799788.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -799790.375000 Penalty: 9999.780273
	Iteration 20F: 3 clusters Score -799790.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -799792.500000 Penalty: 9999.780273
	Iteration 21Q: 3 clusters Score -799792.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -799792.500000 Penalty: 9999.780273
	Iteration 22F: 3 clusters Score -799792.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -153839.640625 Penalty: 4056.426025
	Iteration 0F: 2 clusters Score -153839.6 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 378 members 
Entering Unmasked Estep 
Score: -150177.812500 Penalty: 8112.852051
	Iteration 0F: 3 clusters Score -150177.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -150531.484375 Penalty: 8112.852051
	Iteration 1F: 3 clusters Score -150531.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -150736.421875 Penalty: 8112.852051
	Iteration 2Q: 3 clusters Score -150736.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -150917.296875 Penalty: 8112.852051
	Iteration 3Q: 3 clusters Score -150917.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -150953.312500 Penalty: 8112.852051
	Iteration 4Q: 3 clusters Score -150953.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -150970.515625 Penalty: 8112.852051
	Iteration 5Q: 3 clusters Score -150970.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -150979.078125 Penalty: 8112.852051
	Iteration 6Q: 3 clusters Score -150979.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -150988.359375 Penalty: 8112.852051
	Iteration 7Q: 3 clusters Score -150988.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -150992.125000 Penalty: 8112.852051
	Iteration 8Q: 3 clusters Score -150992.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -151010.875000 Penalty: 8112.852051
	Iteration 9Q: 3 clusters Score -151010.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -151026.000000 Penalty: 8112.852051
	Iteration 10Q: 3 clusters Score -151026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -151032.000000 Penalty: 8112.852051
	Iteration 11Q: 3 clusters Score -151032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -151037.203125 Penalty: 8112.852051
	Iteration 12Q: 3 clusters Score -151037.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -151043.781250 Penalty: 8112.852051
	Iteration 13Q: 3 clusters Score -151043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -151043.781250 Penalty: 8112.852051
	Iteration 14F: 3 clusters Score -151043.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -270628.218750 Penalty: 4415.267578
	Iteration 0F: 2 clusters Score -270628.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -266319.500000 Penalty: 8830.535156
	Iteration 0F: 3 clusters Score -266319.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -267133.093750 Penalty: 8830.535156
	Iteration 1F: 3 clusters Score -267133.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -267673.593750 Penalty: 8830.535156
	Iteration 2F: 3 clusters Score -267673.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -268211.718750 Penalty: 8830.535156
	Iteration 3F: 3 clusters Score -268211.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -268630.375000 Penalty: 8830.535156
	Iteration 4F: 3 clusters Score -268630.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -269074.843750 Penalty: 8830.535156
	Iteration 5Q: 3 clusters Score -269074.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -269431.281250 Penalty: 8830.535156
	Iteration 6Q: 3 clusters Score -269431.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -269692.781250 Penalty: 8830.535156
	Iteration 7Q: 3 clusters Score -269692.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -269890.000000 Penalty: 8830.535156
	Iteration 8Q: 3 clusters Score -269890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -270085.250000 Penalty: 8830.535156
	Iteration 9Q: 3 clusters Score -270085.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -270253.562500 Penalty: 8830.535156
	Iteration 10Q: 3 clusters Score -270253.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -270305.906250 Penalty: 8830.535156
	Iteration 11Q: 3 clusters Score -270305.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -270331.687500 Penalty: 8830.535156
	Iteration 12Q: 3 clusters Score -270331.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -270354.656250 Penalty: 8830.535156
	Iteration 13Q: 3 clusters Score -270354.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -270362.656250 Penalty: 8830.535156
	Iteration 14Q: 3 clusters Score -270362.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -270362.656250 Penalty: 8830.535156
	Iteration 15F: 3 clusters Score -270362.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Entering Unmasked Estep 
Score: -3047331.000000 Penalty: 5818.120117
	Iteration 0F: 2 clusters Score -3047331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -3035032.500000 Penalty: 11636.240234
	Iteration 0F: 3 clusters Score -3035032 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -3037913.750000 Penalty: 11636.240234
	Iteration 1F: 3 clusters Score -3037914 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -3038494.250000 Penalty: 11636.240234
	Iteration 2F: 3 clusters Score -3038494 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3038948.500000 Penalty: 11636.240234
	Iteration 3F: 3 clusters Score -3038948 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3039305.000000 Penalty: 11636.240234
	Iteration 4Q: 3 clusters Score -3039305 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -3039656.500000 Penalty: 11636.240234
	Iteration 5Q: 3 clusters Score -3039656 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -3039998.500000 Penalty: 11636.240234
	Iteration 6Q: 3 clusters Score -3039998 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3040321.500000 Penalty: 11636.240234
	Iteration 7Q: 3 clusters Score -3040322 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -3040602.750000 Penalty: 11636.240234
	Iteration 8Q: 3 clusters Score -3040603 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -3040882.750000 Penalty: 11636.240234
	Iteration 9Q: 3 clusters Score -3040883 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -3041162.500000 Penalty: 11636.240234
	Iteration 10Q: 3 clusters Score -3041162 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -3041429.000000 Penalty: 11636.240234
	Iteration 11Q: 3 clusters Score -3041429 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3041706.000000 Penalty: 11636.240234
	Iteration 12Q: 3 clusters Score -3041706 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -3041957.500000 Penalty: 11636.240234
	Iteration 13Q: 3 clusters Score -3041958 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -3042204.500000 Penalty: 11636.240234
	Iteration 14Q: 3 clusters Score -3042204 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3042383.250000 Penalty: 11636.240234
	Iteration 15Q: 3 clusters Score -3042383 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -3042533.500000 Penalty: 11636.240234
	Iteration 16Q: 3 clusters Score -3042534 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3042642.750000 Penalty: 11636.240234
	Iteration 17Q: 3 clusters Score -3042643 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -3042722.750000 Penalty: 11636.240234
	Iteration 18Q: 3 clusters Score -3042723 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3042779.250000 Penalty: 11636.240234
	Iteration 19Q: 3 clusters Score -3042779 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -3042819.500000 Penalty: 11636.240234
	Iteration 20F: 3 clusters Score -3042820 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -3042863.000000 Penalty: 11636.240234
	Iteration 21Q: 3 clusters Score -3042863 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -3042889.250000 Penalty: 11636.240234
	Iteration 22Q: 3 clusters Score -3042889 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -3042920.500000 Penalty: 11636.240234
	Iteration 23Q: 3 clusters Score -3042920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3042924.250000 Penalty: 11636.240234
	Iteration 24Q: 3 clusters Score -3042924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3042939.000000 Penalty: 11636.240234
	Iteration 25Q: 3 clusters Score -3042939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -3042956.250000 Penalty: 11636.240234
	Iteration 26Q: 3 clusters Score -3042956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3042970.250000 Penalty: 11636.240234
	Iteration 27Q: 3 clusters Score -3042970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -3042990.000000 Penalty: 11636.240234
	Iteration 28Q: 3 clusters Score -3042990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3043004.500000 Penalty: 11636.240234
	Iteration 29Q: 3 clusters Score -3043004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -3043008.000000 Penalty: 11636.240234
	Iteration 30Q: 3 clusters Score -3043008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3043017.250000 Penalty: 11636.240234
	Iteration 31Q: 3 clusters Score -3043017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -3043019.250000 Penalty: 11636.240234
	Iteration 32Q: 3 clusters Score -3043019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -3043023.000000 Penalty: 11636.240234
	Iteration 33Q: 3 clusters Score -3043023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -3043031.250000 Penalty: 11636.240234
	Iteration 34Q: 3 clusters Score -3043031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -3043027.500000 Penalty: 11636.240234
	Iteration 35Q: 3 clusters Score -3043028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3043028.250000 Penalty: 11636.240234
	Iteration 36Q: 3 clusters Score -3043028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3043028.750000 Penalty: 11636.240234
	Iteration 37Q: 3 clusters Score -3043029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3043031.000000 Penalty: 11636.240234
	Iteration 38Q: 3 clusters Score -3043031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3043031.000000 Penalty: 11636.240234
	Iteration 39F: 3 clusters Score -3043031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Entering Unmasked Estep 
Score: -6445836.000000 Penalty: 6269.015137
	Iteration 0F: 2 clusters Score -6445836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -6424313.500000 Penalty: 12538.030273
	Iteration 0F: 3 clusters Score -6424314 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -6430458.500000 Penalty: 12538.030273
	Iteration 1F: 3 clusters Score -6430458 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -6431081.500000 Penalty: 12538.030273
	Iteration 2F: 3 clusters Score -6431082 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -6431604.500000 Penalty: 12538.030273
	Iteration 3Q: 3 clusters Score -6431604 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -6431946.000000 Penalty: 12538.030273
	Iteration 4Q: 3 clusters Score -6431946 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -6432231.000000 Penalty: 12538.030273
	Iteration 5Q: 3 clusters Score -6432231 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -6432507.500000 Penalty: 12538.030273
	Iteration 6Q: 3 clusters Score -6432508 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -6432718.500000 Penalty: 12538.030273
	Iteration 7Q: 3 clusters Score -6432718 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -6432957.500000 Penalty: 12538.030273
	Iteration 8Q: 3 clusters Score -6432958 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -6433209.500000 Penalty: 12538.030273
	Iteration 9Q: 3 clusters Score -6433210 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -6433574.000000 Penalty: 12538.030273
	Iteration 10Q: 3 clusters Score -6433574 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -6433977.500000 Penalty: 12538.030273
	Iteration 11Q: 3 clusters Score -6433978 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -6434472.000000 Penalty: 12538.030273
	Iteration 12Q: 3 clusters Score -6434472 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -6435146.500000 Penalty: 12538.030273
	Iteration 13Q: 3 clusters Score -6435146 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -6435953.000000 Penalty: 12538.030273
	Iteration 14Q: 3 clusters Score -6435953 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -6436773.000000 Penalty: 12538.030273
	Iteration 15Q: 3 clusters Score -6436773 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -6437703.000000 Penalty: 12538.030273
	Iteration 16Q: 3 clusters Score -6437703 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -6438502.500000 Penalty: 12538.030273
	Iteration 17Q: 3 clusters Score -6438502 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -6439101.000000 Penalty: 12538.030273
	Iteration 18Q: 3 clusters Score -6439101 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6439594.000000 Penalty: 12538.030273
	Iteration 19Q: 3 clusters Score -6439594 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6439926.500000 Penalty: 12538.030273
	Iteration 20F: 3 clusters Score -6439926 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6440119.500000 Penalty: 12538.030273
	Iteration 21Q: 3 clusters Score -6440120 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6440238.000000 Penalty: 12538.030273
	Iteration 22Q: 3 clusters Score -6440238 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6440327.000000 Penalty: 12538.030273
	Iteration 23Q: 3 clusters Score -6440327 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6440386.500000 Penalty: 12538.030273
	Iteration 24Q: 3 clusters Score -6440386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6440406.500000 Penalty: 12538.030273
	Iteration 25Q: 3 clusters Score -6440406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6440445.500000 Penalty: 12538.030273
	Iteration 26Q: 3 clusters Score -6440446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6440477.000000 Penalty: 12538.030273
	Iteration 27Q: 3 clusters Score -6440477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6440513.500000 Penalty: 12538.030273
	Iteration 28Q: 3 clusters Score -6440514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6440541.500000 Penalty: 12538.030273
	Iteration 29Q: 3 clusters Score -6440542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6440554.000000 Penalty: 12538.030273
	Iteration 30Q: 3 clusters Score -6440554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6440549.000000 Penalty: 12538.030273
	Iteration 31Q: 3 clusters Score -6440549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6440564.500000 Penalty: 12538.030273
	Iteration 32Q: 3 clusters Score -6440564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6440563.500000 Penalty: 12538.030273
	Iteration 33Q: 3 clusters Score -6440564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6440574.000000 Penalty: 12538.030273
	Iteration 34Q: 3 clusters Score -6440574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6440574.500000 Penalty: 12538.030273
	Iteration 35Q: 3 clusters Score -6440574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6440586.000000 Penalty: 12538.030273
	Iteration 36Q: 3 clusters Score -6440586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6440586.000000 Penalty: 12538.030273
	Iteration 37Q: 3 clusters Score -6440586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6440587.500000 Penalty: 12538.030273
	Iteration 38Q: 3 clusters Score -6440588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6440593.500000 Penalty: 12538.030273
	Iteration 39Q: 3 clusters Score -6440594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6440593.000000 Penalty: 12538.030273
	Iteration 40F: 3 clusters Score -6440593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6440604.500000 Penalty: 12538.030273
	Iteration 41Q: 3 clusters Score -6440604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6440609.000000 Penalty: 12538.030273
	Iteration 42Q: 3 clusters Score -6440609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6440618.500000 Penalty: 12538.030273
	Iteration 43Q: 3 clusters Score -6440618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6440619.500000 Penalty: 12538.030273
	Iteration 44Q: 3 clusters Score -6440620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6440627.000000 Penalty: 12538.030273
	Iteration 45Q: 3 clusters Score -6440627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6440626.000000 Penalty: 12538.030273
	Iteration 46Q: 3 clusters Score -6440626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6440623.500000 Penalty: 12538.030273
	Iteration 47Q: 3 clusters Score -6440624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6440624.500000 Penalty: 12538.030273
	Iteration 48Q: 3 clusters Score -6440624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6440635.000000 Penalty: 12538.030273
	Iteration 49Q: 3 clusters Score -6440635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6440636.500000 Penalty: 12538.030273
	Iteration 50Q: 3 clusters Score -6440636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6440646.000000 Penalty: 12538.030273
	Iteration 51Q: 3 clusters Score -6440646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6440641.000000 Penalty: 12538.030273
	Iteration 52Q: 3 clusters Score -6440641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6440639.000000 Penalty: 12538.030273
	Iteration 53Q: 3 clusters Score -6440639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6440641.500000 Penalty: 12538.030273
	Iteration 54Q: 3 clusters Score -6440642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6440641.500000 Penalty: 12538.030273
	Iteration 55F: 3 clusters Score -6440642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Entering Unmasked Estep 
Score: -6674360.000000 Penalty: 6311.204590
	Iteration 0F: 2 clusters Score -6674360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -6651671.500000 Penalty: 12622.409180
	Iteration 0F: 3 clusters Score -6651672 nChanged 12475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -6658417.500000 Penalty: 12622.409180
	Iteration 1F: 3 clusters Score -6658418 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -6659403.500000 Penalty: 12622.409180
	Iteration 2F: 3 clusters Score -6659404 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -6660228.500000 Penalty: 12622.409180
	Iteration 3F: 3 clusters Score -6660228 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -6661014.000000 Penalty: 12622.409180
	Iteration 4Q: 3 clusters Score -6661014 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -6661723.500000 Penalty: 12622.409180
	Iteration 5Q: 3 clusters Score -6661724 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -6662446.500000 Penalty: 12622.409180
	Iteration 6Q: 3 clusters Score -6662446 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -6663116.000000 Penalty: 12622.409180
	Iteration 7Q: 3 clusters Score -6663116 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -6663683.000000 Penalty: 12622.409180
	Iteration 8Q: 3 clusters Score -6663683 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -6664157.000000 Penalty: 12622.409180
	Iteration 9Q: 3 clusters Score -6664157 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -6664636.000000 Penalty: 12622.409180
	Iteration 10Q: 3 clusters Score -6664636 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -6665049.000000 Penalty: 12622.409180
	Iteration 11Q: 3 clusters Score -6665049 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -6665424.000000 Penalty: 12622.409180
	Iteration 12Q: 3 clusters Score -6665424 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -6665733.000000 Penalty: 12622.409180
	Iteration 13Q: 3 clusters Score -6665733 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -6666006.500000 Penalty: 12622.409180
	Iteration 14Q: 3 clusters Score -6666006 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -6666229.000000 Penalty: 12622.409180
	Iteration 15Q: 3 clusters Score -6666229 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -6666459.000000 Penalty: 12622.409180
	Iteration 16Q: 3 clusters Score -6666459 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -6666684.000000 Penalty: 12622.409180
	Iteration 17Q: 3 clusters Score -6666684 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -6666914.000000 Penalty: 12622.409180
	Iteration 18Q: 3 clusters Score -6666914 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -6667145.500000 Penalty: 12622.409180
	Iteration 19Q: 3 clusters Score -6667146 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -6667398.000000 Penalty: 12622.409180
	Iteration 20F: 3 clusters Score -6667398 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -6667692.000000 Penalty: 12622.409180
	Iteration 21Q: 3 clusters Score -6667692 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -6668022.000000 Penalty: 12622.409180
	Iteration 22Q: 3 clusters Score -6668022 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -6668376.500000 Penalty: 12622.409180
	Iteration 23Q: 3 clusters Score -6668376 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -6668696.500000 Penalty: 12622.409180
	Iteration 24Q: 3 clusters Score -6668696 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -6669012.500000 Penalty: 12622.409180
	Iteration 25Q: 3 clusters Score -6669012 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -6669346.000000 Penalty: 12622.409180
	Iteration 26Q: 3 clusters Score -6669346 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -6669699.000000 Penalty: 12622.409180
	Iteration 27Q: 3 clusters Score -6669699 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -6669936.500000 Penalty: 12622.409180
	Iteration 28Q: 3 clusters Score -6669936 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -6670033.500000 Penalty: 12622.409180
	Iteration 29Q: 3 clusters Score -6670034 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -6670117.500000 Penalty: 12622.409180
	Iteration 30Q: 3 clusters Score -6670118 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -6670168.500000 Penalty: 12622.409180
	Iteration 31Q: 3 clusters Score -6670168 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -6670221.000000 Penalty: 12622.409180
	Iteration 32Q: 3 clusters Score -6670221 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -6670242.000000 Penalty: 12622.409180
	Iteration 33Q: 3 clusters Score -6670242 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -6670265.000000 Penalty: 12622.409180
	Iteration 34Q: 3 clusters Score -6670265 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -6670298.500000 Penalty: 12622.409180
	Iteration 35Q: 3 clusters Score -6670298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -6670318.000000 Penalty: 12622.409180
	Iteration 36Q: 3 clusters Score -6670318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -6670330.000000 Penalty: 12622.409180
	Iteration 37Q: 3 clusters Score -6670330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -6670351.500000 Penalty: 12622.409180
	Iteration 38Q: 3 clusters Score -6670352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -6670361.000000 Penalty: 12622.409180
	Iteration 39Q: 3 clusters Score -6670361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -6670362.500000 Penalty: 12622.409180
	Iteration 40F: 3 clusters Score -6670362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -6670389.000000 Penalty: 12622.409180
	Iteration 41Q: 3 clusters Score -6670389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -6670392.000000 Penalty: 12622.409180
	Iteration 42Q: 3 clusters Score -6670392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -6670379.500000 Penalty: 12622.409180
	Iteration 43Q: 3 clusters Score -6670380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -6670385.000000 Penalty: 12622.409180
	Iteration 44Q: 3 clusters Score -6670385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -6670382.000000 Penalty: 12622.409180
	Iteration 45Q: 3 clusters Score -6670382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -6670387.500000 Penalty: 12622.409180
	Iteration 46Q: 3 clusters Score -6670388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -6670379.500000 Penalty: 12622.409180
	Iteration 47Q: 3 clusters Score -6670380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -6670391.000000 Penalty: 12622.409180
	Iteration 48Q: 3 clusters Score -6670391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -6670384.500000 Penalty: 12622.409180
	Iteration 49Q: 3 clusters Score -6670384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -6670387.500000 Penalty: 12622.409180
	Iteration 50Q: 3 clusters Score -6670388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -6670392.500000 Penalty: 12622.409180
	Iteration 51Q: 3 clusters Score -6670392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -6670392.000000 Penalty: 12622.409180
	Iteration 52Q: 3 clusters Score -6670392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -6670393.000000 Penalty: 12622.409180
	Iteration 53Q: 3 clusters Score -6670393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -6670403.500000 Penalty: 12622.409180
	Iteration 54Q: 3 clusters Score -6670404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -6670403.500000 Penalty: 12622.409180
	Iteration 55Q: 3 clusters Score -6670404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -6670407.000000 Penalty: 12622.409180
	Iteration 56Q: 3 clusters Score -6670407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -6670405.500000 Penalty: 12622.409180
	Iteration 57Q: 3 clusters Score -6670406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -6670402.500000 Penalty: 12622.409180
	Iteration 58Q: 3 clusters Score -6670402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -6670413.000000 Penalty: 12622.409180
	Iteration 59Q: 3 clusters Score -6670413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -6670415.000000 Penalty: 12622.409180
	Iteration 60F: 3 clusters Score -6670415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -6670412.000000 Penalty: 12622.409180
	Iteration 61Q: 3 clusters Score -6670412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -6670412.000000 Penalty: 12622.409180
	Iteration 62F: 3 clusters Score -6670412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (170372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170372 members 
Entering Unmasked Estep 
Score: -38545864.000000 Penalty: 7378.015137
	Iteration 0F: 2 clusters Score -3.854586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84830 members 
Mstep: Class 2 contains 85542 members 
Entering Unmasked Estep 
Score: -38430760.000000 Penalty: 14756.030273
	Iteration 0F: 3 clusters Score -3.843076e+07 nChanged 79959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 88037 members 
Entering Unmasked Estep 
Score: -38475976.000000 Penalty: 14756.030273
	Iteration 1F: 3 clusters Score -3.847598e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 89920 members 
Entering Unmasked Estep 
Score: -38477376.000000 Penalty: 14756.030273
	Iteration 2Q: 3 clusters Score -3.847738e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77699 members 
Mstep: Class 2 contains 92673 members 
Entering Unmasked Estep 
Score: -38478816.000000 Penalty: 14756.030273
	Iteration 3Q: 3 clusters Score -3.847882e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73574 members 
Mstep: Class 2 contains 96798 members 
Entering Unmasked Estep 
Score: -38480632.000000 Penalty: 14756.030273
	Iteration 4Q: 3 clusters Score -3.848063e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67676 members 
Mstep: Class 2 contains 102696 members 
Entering Unmasked Estep 
Score: -38483356.000000 Penalty: 14756.030273
	Iteration 5Q: 3 clusters Score -3.848336e+07 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 110884 members 
Entering Unmasked Estep 
Score: -38488072.000000 Penalty: 14756.030273
	Iteration 6F: 3 clusters Score -3.848807e+07 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 121921 members 
Entering Unmasked Estep 
Score: -38495384.000000 Penalty: 14756.030273
	Iteration 7F: 3 clusters Score -3.849538e+07 nChanged 13578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 135451 members 
Entering Unmasked Estep 
Score: -38506232.000000 Penalty: 14756.030273
	Iteration 8F: 3 clusters Score -3.850623e+07 nChanged 14270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 149709 members 
Entering Unmasked Estep 
Score: -38519524.000000 Penalty: 14756.030273
	Iteration 9F: 3 clusters Score -3.851952e+07 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 160893 members 
Entering Unmasked Estep 
Score: -38530172.000000 Penalty: 14756.030273
	Iteration 10F: 3 clusters Score -3.853017e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 166834 members 
Entering Unmasked Estep 
Score: -38535908.000000 Penalty: 14756.030273
	Iteration 11Q: 3 clusters Score -3.853591e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 168948 members 
Entering Unmasked Estep 
Score: -38538080.000000 Penalty: 14756.030273
	Iteration 12Q: 3 clusters Score -3.853808e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 169576 members 
Entering Unmasked Estep 
Score: -38538872.000000 Penalty: 14756.030273
	Iteration 13Q: 3 clusters Score -3.853887e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 169748 members 
Entering Unmasked Estep 
Score: -38539156.000000 Penalty: 14756.030273
	Iteration 14Q: 3 clusters Score -3.853916e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 169802 members 
Entering Unmasked Estep 
Score: -38539240.000000 Penalty: 14756.030273
	Iteration 15Q: 3 clusters Score -3.853924e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 169829 members 
Entering Unmasked Estep 
Score: -38539300.000000 Penalty: 14756.030273
	Iteration 16Q: 3 clusters Score -3.85393e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 169844 members 
Entering Unmasked Estep 
Score: -38539396.000000 Penalty: 14756.030273
	Iteration 17Q: 3 clusters Score -3.85394e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 169858 members 
Entering Unmasked Estep 
Score: -38539412.000000 Penalty: 14756.030273
	Iteration 18Q: 3 clusters Score -3.853941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 169868 members 
Entering Unmasked Estep 
Score: -38539452.000000 Penalty: 14756.030273
	Iteration 19Q: 3 clusters Score -3.853945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 169871 members 
Entering Unmasked Estep 
Score: -38539440.000000 Penalty: 14756.030273
	Iteration 20F: 3 clusters Score -3.853944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 169874 members 
Entering Unmasked Estep 
Score: -38539480.000000 Penalty: 14756.030273
	Iteration 21Q: 3 clusters Score -3.853948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 169876 members 
Entering Unmasked Estep 
Score: -38539444.000000 Penalty: 14756.030273
	Iteration 22Q: 3 clusters Score -3.853944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 169879 members 
Entering Unmasked Estep 
Score: -38539408.000000 Penalty: 14756.030273
	Iteration 23Q: 3 clusters Score -3.853941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 169880 members 
Entering Unmasked Estep 
Score: -38539432.000000 Penalty: 14756.030273
	Iteration 24Q: 3 clusters Score -3.853943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 169881 members 
Entering Unmasked Estep 
Score: -38539456.000000 Penalty: 14756.030273
	Iteration 25Q: 3 clusters Score -3.853946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 169881 members 
Entering Unmasked Estep 
Score: -38539440.000000 Penalty: 14756.030273
	Iteration 26Q: 3 clusters Score -3.853944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 169881 members 
Entering Unmasked Estep 
Score: -38539440.000000 Penalty: 14756.030273
	Iteration 27F: 3 clusters Score -3.853944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Entering Unmasked Estep 
Score: -1702809.625000 Penalty: 5457.816406
	Iteration 0F: 2 clusters Score -1702810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1694247.500000 Penalty: 10915.632812
	Iteration 0F: 3 clusters Score -1694248 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1695809.000000 Penalty: 10915.632812
	Iteration 1F: 3 clusters Score -1695809 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1696191.625000 Penalty: 10915.632812
	Iteration 2F: 3 clusters Score -1696192 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1696391.000000 Penalty: 10915.632812
	Iteration 3Q: 3 clusters Score -1696391 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1696518.625000 Penalty: 10915.632812
	Iteration 4Q: 3 clusters Score -1696519 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1696609.500000 Penalty: 10915.632812
	Iteration 5Q: 3 clusters Score -1696610 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1696682.000000 Penalty: 10915.632812
	Iteration 6Q: 3 clusters Score -1696682 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1696737.875000 Penalty: 10915.632812
	Iteration 7Q: 3 clusters Score -1696738 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1696777.625000 Penalty: 10915.632812
	Iteration 8Q: 3 clusters Score -1696778 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1696806.750000 Penalty: 10915.632812
	Iteration 9Q: 3 clusters Score -1696807 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1696826.750000 Penalty: 10915.632812
	Iteration 10Q: 3 clusters Score -1696827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1696838.750000 Penalty: 10915.632812
	Iteration 11Q: 3 clusters Score -1696839 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1696859.375000 Penalty: 10915.632812
	Iteration 12Q: 3 clusters Score -1696859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1696875.625000 Penalty: 10915.632812
	Iteration 13Q: 3 clusters Score -1696876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1696885.625000 Penalty: 10915.632812
	Iteration 14Q: 3 clusters Score -1696886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1696888.625000 Penalty: 10915.632812
	Iteration 15Q: 3 clusters Score -1696889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1696893.375000 Penalty: 10915.632812
	Iteration 16Q: 3 clusters Score -1696893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1696899.375000 Penalty: 10915.632812
	Iteration 17Q: 3 clusters Score -1696899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1696900.750000 Penalty: 10915.632812
	Iteration 18Q: 3 clusters Score -1696901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1696899.250000 Penalty: 10915.632812
	Iteration 19Q: 3 clusters Score -1696899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1696903.625000 Penalty: 10915.632812
	Iteration 20F: 3 clusters Score -1696904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1696905.250000 Penalty: 10915.632812
	Iteration 21Q: 3 clusters Score -1696905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1696904.125000 Penalty: 10915.632812
	Iteration 22Q: 3 clusters Score -1696904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1696907.375000 Penalty: 10915.632812
	Iteration 23Q: 3 clusters Score -1696907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1696907.375000 Penalty: 10915.632812
	Iteration 24F: 3 clusters Score -1696907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -263756.093750 Penalty: 4387.442871
	Iteration 0F: 2 clusters Score -263756.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -259420.406250 Penalty: 8774.885742
	Iteration 0F: 3 clusters Score -259420.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -260010.796875 Penalty: 8774.885742
	Iteration 1F: 3 clusters Score -260010.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -260415.437500 Penalty: 8774.885742
	Iteration 2F: 3 clusters Score -260415.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -260672.734375 Penalty: 8774.885742
	Iteration 3Q: 3 clusters Score -260672.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -260815.468750 Penalty: 8774.885742
	Iteration 4Q: 3 clusters Score -260815.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -260919.109375 Penalty: 8774.885742
	Iteration 5Q: 3 clusters Score -260919.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -260991.687500 Penalty: 8774.885742
	Iteration 6Q: 3 clusters Score -260991.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -261047.359375 Penalty: 8774.885742
	Iteration 7Q: 3 clusters Score -261047.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -261086.140625 Penalty: 8774.885742
	Iteration 8Q: 3 clusters Score -261086.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -261108.984375 Penalty: 8774.885742
	Iteration 9Q: 3 clusters Score -261109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -261126.343750 Penalty: 8774.885742
	Iteration 10Q: 3 clusters Score -261126.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -261139.046875 Penalty: 8774.885742
	Iteration 11Q: 3 clusters Score -261139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -261143.000000 Penalty: 8774.885742
	Iteration 12Q: 3 clusters Score -261143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -261143.000000 Penalty: 8774.885742
	Iteration 13F: 3 clusters Score -261143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -81679.085938 Penalty: 3840.980469
	Iteration 0F: 2 clusters Score -81679.09 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 263 members 
Entering Unmasked Estep 
Score: -78330.437500 Penalty: 7681.960938
	Iteration 0F: 3 clusters Score -78330.44 nChanged 53
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: -78622.593750 Penalty: 7681.960938
	Iteration 1F: 3 clusters Score -78622.59 nChanged 13
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: -78707.906250 Penalty: 7681.960938
	Iteration 2Q: 3 clusters Score -78707.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -78822.007812 Penalty: 7681.960938
	Iteration 3Q: 3 clusters Score -78822.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78890.859375 Penalty: 7681.960938
	Iteration 4Q: 3 clusters Score -78890.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78945.257812 Penalty: 7681.960938
	Iteration 5Q: 3 clusters Score -78945.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78977.742188 Penalty: 7681.960938
	Iteration 6Q: 3 clusters Score -78977.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -78981.390625 Penalty: 7681.960938
	Iteration 7Q: 3 clusters Score -78981.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78986.734375 Penalty: 7681.960938
	Iteration 8Q: 3 clusters Score -78986.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78986.734375 Penalty: 7681.960938
	Iteration 9F: 3 clusters Score -78986.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Entering Unmasked Estep 
Score: -8502063.000000 Penalty: 6447.732422
	Iteration 0F: 2 clusters Score -8502063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -8474678.000000 Penalty: 12895.464844
	Iteration 0F: 3 clusters Score -8474678 nChanged 15846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -8483118.000000 Penalty: 12895.464844
	Iteration 1F: 3 clusters Score -8483118 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -8484011.000000 Penalty: 12895.464844
	Iteration 2F: 3 clusters Score -8484011 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -8484670.000000 Penalty: 12895.464844
	Iteration 3Q: 3 clusters Score -8484670 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -8485197.000000 Penalty: 12895.464844
	Iteration 4Q: 3 clusters Score -8485197 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -8485718.000000 Penalty: 12895.464844
	Iteration 5Q: 3 clusters Score -8485718 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -8486256.000000 Penalty: 12895.464844
	Iteration 6Q: 3 clusters Score -8486256 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -8486940.000000 Penalty: 12895.464844
	Iteration 7Q: 3 clusters Score -8486940 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -8487711.000000 Penalty: 12895.464844
	Iteration 8Q: 3 clusters Score -8487711 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -8488732.000000 Penalty: 12895.464844
	Iteration 9Q: 3 clusters Score -8488732 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -8489851.000000 Penalty: 12895.464844
	Iteration 10Q: 3 clusters Score -8489851 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -8490940.000000 Penalty: 12895.464844
	Iteration 11Q: 3 clusters Score -8490940 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -8492009.000000 Penalty: 12895.464844
	Iteration 12Q: 3 clusters Score -8492009 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -8492871.000000 Penalty: 12895.464844
	Iteration 13Q: 3 clusters Score -8492871 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -8493583.000000 Penalty: 12895.464844
	Iteration 14Q: 3 clusters Score -8493583 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -8494184.000000 Penalty: 12895.464844
	Iteration 15Q: 3 clusters Score -8494184 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -8494663.000000 Penalty: 12895.464844
	Iteration 16Q: 3 clusters Score -8494663 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -8495027.000000 Penalty: 12895.464844
	Iteration 17Q: 3 clusters Score -8495027 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -8495386.000000 Penalty: 12895.464844
	Iteration 18Q: 3 clusters Score -8495386 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -8495614.000000 Penalty: 12895.464844
	Iteration 19Q: 3 clusters Score -8495614 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -8495781.000000 Penalty: 12895.464844
	Iteration 20F: 3 clusters Score -8495781 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -8495877.000000 Penalty: 12895.464844
	Iteration 21Q: 3 clusters Score -8495877 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -8495994.000000 Penalty: 12895.464844
	Iteration 22Q: 3 clusters Score -8495994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -8496059.000000 Penalty: 12895.464844
	Iteration 23Q: 3 clusters Score -8496059 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -8496106.000000 Penalty: 12895.464844
	Iteration 24Q: 3 clusters Score -8496106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -8496138.000000 Penalty: 12895.464844
	Iteration 25Q: 3 clusters Score -8496138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -8496202.000000 Penalty: 12895.464844
	Iteration 26Q: 3 clusters Score -8496202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -8496261.000000 Penalty: 12895.464844
	Iteration 27Q: 3 clusters Score -8496261 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -8496275.000000 Penalty: 12895.464844
	Iteration 28Q: 3 clusters Score -8496275 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -8496319.000000 Penalty: 12895.464844
	Iteration 29Q: 3 clusters Score -8496319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -8496355.000000 Penalty: 12895.464844
	Iteration 30Q: 3 clusters Score -8496355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -8496385.000000 Penalty: 12895.464844
	Iteration 31Q: 3 clusters Score -8496385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -8496408.000000 Penalty: 12895.464844
	Iteration 32Q: 3 clusters Score -8496408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -8496409.000000 Penalty: 12895.464844
	Iteration 33Q: 3 clusters Score -8496409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -8496416.000000 Penalty: 12895.464844
	Iteration 34Q: 3 clusters Score -8496416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -8496424.000000 Penalty: 12895.464844
	Iteration 35Q: 3 clusters Score -8496424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -8496439.000000 Penalty: 12895.464844
	Iteration 36Q: 3 clusters Score -8496439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -8496428.000000 Penalty: 12895.464844
	Iteration 37Q: 3 clusters Score -8496428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -8496433.000000 Penalty: 12895.464844
	Iteration 38Q: 3 clusters Score -8496433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -8496435.000000 Penalty: 12895.464844
	Iteration 39Q: 3 clusters Score -8496435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -8496440.000000 Penalty: 12895.464844
	Iteration 40F: 3 clusters Score -8496440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -8496438.000000 Penalty: 12895.464844
	Iteration 41Q: 3 clusters Score -8496438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -8496447.000000 Penalty: 12895.464844
	Iteration 42Q: 3 clusters Score -8496447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -8496447.000000 Penalty: 12895.464844
	Iteration 43F: 3 clusters Score -8496447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Entering Unmasked Estep 
Score: -1225555.750000 Penalty: 5281.142578
	Iteration 0F: 2 clusters Score -1225556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1218115.750000 Penalty: 10562.285156
	Iteration 0F: 3 clusters Score -1218116 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1219688.375000 Penalty: 10562.285156
	Iteration 1F: 3 clusters Score -1219688 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1220373.375000 Penalty: 10562.285156
	Iteration 2F: 3 clusters Score -1220373 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1220818.625000 Penalty: 10562.285156
	Iteration 3F: 3 clusters Score -1220819 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1221287.875000 Penalty: 10562.285156
	Iteration 4F: 3 clusters Score -1221288 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1221868.875000 Penalty: 10562.285156
	Iteration 5Q: 3 clusters Score -1221869 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1222334.625000 Penalty: 10562.285156
	Iteration 6Q: 3 clusters Score -1222335 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1222615.375000 Penalty: 10562.285156
	Iteration 7Q: 3 clusters Score -1222615 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1222811.625000 Penalty: 10562.285156
	Iteration 8Q: 3 clusters Score -1222812 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1222949.125000 Penalty: 10562.285156
	Iteration 9Q: 3 clusters Score -1222949 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1223069.375000 Penalty: 10562.285156
	Iteration 10Q: 3 clusters Score -1223069 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1223167.250000 Penalty: 10562.285156
	Iteration 11Q: 3 clusters Score -1223167 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1223266.000000 Penalty: 10562.285156
	Iteration 12Q: 3 clusters Score -1223266 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1223354.375000 Penalty: 10562.285156
	Iteration 13Q: 3 clusters Score -1223354 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1223442.375000 Penalty: 10562.285156
	Iteration 14Q: 3 clusters Score -1223442 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1223525.125000 Penalty: 10562.285156
	Iteration 15Q: 3 clusters Score -1223525 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1223623.125000 Penalty: 10562.285156
	Iteration 16Q: 3 clusters Score -1223623 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1223733.000000 Penalty: 10562.285156
	Iteration 17Q: 3 clusters Score -1223733 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1223891.125000 Penalty: 10562.285156
	Iteration 18Q: 3 clusters Score -1223891 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1224084.875000 Penalty: 10562.285156
	Iteration 19Q: 3 clusters Score -1224085 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1224299.625000 Penalty: 10562.285156
	Iteration 20F: 3 clusters Score -1224300 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1224502.250000 Penalty: 10562.285156
	Iteration 21Q: 3 clusters Score -1224502 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1224653.000000 Penalty: 10562.285156
	Iteration 22Q: 3 clusters Score -1224653 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1224798.625000 Penalty: 10562.285156
	Iteration 23Q: 3 clusters Score -1224799 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1224913.000000 Penalty: 10562.285156
	Iteration 24Q: 3 clusters Score -1224913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1224971.500000 Penalty: 10562.285156
	Iteration 25Q: 3 clusters Score -1224972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1225005.250000 Penalty: 10562.285156
	Iteration 26Q: 3 clusters Score -1225005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1225019.625000 Penalty: 10562.285156
	Iteration 27Q: 3 clusters Score -1225020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1225027.500000 Penalty: 10562.285156
	Iteration 28Q: 3 clusters Score -1225028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1225034.625000 Penalty: 10562.285156
	Iteration 29Q: 3 clusters Score -1225035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1225034.625000 Penalty: 10562.285156
	Iteration 30F: 3 clusters Score -1225035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Entering Unmasked Estep 
Score: -3009928.000000 Penalty: 5808.452637
	Iteration 0F: 2 clusters Score -3009928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2997707.250000 Penalty: 11616.905273
	Iteration 0F: 3 clusters Score -2997707 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -3000429.500000 Penalty: 11616.905273
	Iteration 1F: 3 clusters Score -3000430 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3001004.250000 Penalty: 11616.905273
	Iteration 2F: 3 clusters Score -3001004 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -3001352.250000 Penalty: 11616.905273
	Iteration 3F: 3 clusters Score -3001352 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -3001580.000000 Penalty: 11616.905273
	Iteration 4Q: 3 clusters Score -3001580 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -3001746.750000 Penalty: 11616.905273
	Iteration 5Q: 3 clusters Score -3001747 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3001884.500000 Penalty: 11616.905273
	Iteration 6Q: 3 clusters Score -3001884 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3002003.250000 Penalty: 11616.905273
	Iteration 7Q: 3 clusters Score -3002003 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3002104.500000 Penalty: 11616.905273
	Iteration 8Q: 3 clusters Score -3002104 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -3002203.000000 Penalty: 11616.905273
	Iteration 9Q: 3 clusters Score -3002203 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3002275.750000 Penalty: 11616.905273
	Iteration 10Q: 3 clusters Score -3002276 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -3002347.250000 Penalty: 11616.905273
	Iteration 11Q: 3 clusters Score -3002347 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -3002406.500000 Penalty: 11616.905273
	Iteration 12Q: 3 clusters Score -3002406 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -3002471.000000 Penalty: 11616.905273
	Iteration 13Q: 3 clusters Score -3002471 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3002529.500000 Penalty: 11616.905273
	Iteration 14Q: 3 clusters Score -3002530 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -3002593.250000 Penalty: 11616.905273
	Iteration 15Q: 3 clusters Score -3002593 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3002646.000000 Penalty: 11616.905273
	Iteration 16Q: 3 clusters Score -3002646 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3002703.250000 Penalty: 11616.905273
	Iteration 17Q: 3 clusters Score -3002703 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -3002758.750000 Penalty: 11616.905273
	Iteration 18Q: 3 clusters Score -3002759 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -3002813.250000 Penalty: 11616.905273
	Iteration 19Q: 3 clusters Score -3002813 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -3002872.750000 Penalty: 11616.905273
	Iteration 20F: 3 clusters Score -3002873 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3002927.250000 Penalty: 11616.905273
	Iteration 21Q: 3 clusters Score -3002927 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3002979.250000 Penalty: 11616.905273
	Iteration 22Q: 3 clusters Score -3002979 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -3003029.500000 Penalty: 11616.905273
	Iteration 23Q: 3 clusters Score -3003030 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -3003103.250000 Penalty: 11616.905273
	Iteration 24Q: 3 clusters Score -3003103 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -3003166.250000 Penalty: 11616.905273
	Iteration 25Q: 3 clusters Score -3003166 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -3003236.500000 Penalty: 11616.905273
	Iteration 26Q: 3 clusters Score -3003236 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -3003307.750000 Penalty: 11616.905273
	Iteration 27Q: 3 clusters Score -3003308 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -3003393.000000 Penalty: 11616.905273
	Iteration 28Q: 3 clusters Score -3003393 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3003514.750000 Penalty: 11616.905273
	Iteration 29Q: 3 clusters Score -3003515 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -3003633.500000 Penalty: 11616.905273
	Iteration 30Q: 3 clusters Score -3003634 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -3003763.250000 Penalty: 11616.905273
	Iteration 31Q: 3 clusters Score -3003763 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -3003906.250000 Penalty: 11616.905273
	Iteration 32Q: 3 clusters Score -3003906 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -3004094.000000 Penalty: 11616.905273
	Iteration 33Q: 3 clusters Score -3004094 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -3004276.500000 Penalty: 11616.905273
	Iteration 34Q: 3 clusters Score -3004276 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -3004421.250000 Penalty: 11616.905273
	Iteration 35Q: 3 clusters Score -3004421 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3004541.750000 Penalty: 11616.905273
	Iteration 36Q: 3 clusters Score -3004542 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -3004639.500000 Penalty: 11616.905273
	Iteration 37Q: 3 clusters Score -3004640 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3004723.000000 Penalty: 11616.905273
	Iteration 38Q: 3 clusters Score -3004723 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3004797.750000 Penalty: 11616.905273
	Iteration 39Q: 3 clusters Score -3004798 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -3004846.000000 Penalty: 11616.905273
	Iteration 40F: 3 clusters Score -3004846 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3004882.250000 Penalty: 11616.905273
	Iteration 41Q: 3 clusters Score -3004882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -3004912.750000 Penalty: 11616.905273
	Iteration 42Q: 3 clusters Score -3004913 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -3004953.250000 Penalty: 11616.905273
	Iteration 43Q: 3 clusters Score -3004953 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3004994.750000 Penalty: 11616.905273
	Iteration 44Q: 3 clusters Score -3004995 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3005026.750000 Penalty: 11616.905273
	Iteration 45Q: 3 clusters Score -3005027 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3005051.500000 Penalty: 11616.905273
	Iteration 46Q: 3 clusters Score -3005052 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -3005094.000000 Penalty: 11616.905273
	Iteration 47Q: 3 clusters Score -3005094 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3005138.000000 Penalty: 11616.905273
	Iteration 48Q: 3 clusters Score -3005138 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3005181.750000 Penalty: 11616.905273
	Iteration 49Q: 3 clusters Score -3005182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -3005232.000000 Penalty: 11616.905273
	Iteration 50Q: 3 clusters Score -3005232 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -3005275.500000 Penalty: 11616.905273
	Iteration 51Q: 3 clusters Score -3005276 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3005326.500000 Penalty: 11616.905273
	Iteration 52Q: 3 clusters Score -3005326 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -3005379.750000 Penalty: 11616.905273
	Iteration 53Q: 3 clusters Score -3005380 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -3005427.250000 Penalty: 11616.905273
	Iteration 54Q: 3 clusters Score -3005427 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3005471.250000 Penalty: 11616.905273
	Iteration 55Q: 3 clusters Score -3005471 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -3005501.500000 Penalty: 11616.905273
	Iteration 56Q: 3 clusters Score -3005502 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3005540.000000 Penalty: 11616.905273
	Iteration 57Q: 3 clusters Score -3005540 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3005590.250000 Penalty: 11616.905273
	Iteration 58Q: 3 clusters Score -3005590 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -3005628.000000 Penalty: 11616.905273
	Iteration 59Q: 3 clusters Score -3005628 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -3005661.750000 Penalty: 11616.905273
	Iteration 60F: 3 clusters Score -3005662 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -3005710.000000 Penalty: 11616.905273
	Iteration 61Q: 3 clusters Score -3005710 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -3005752.750000 Penalty: 11616.905273
	Iteration 62Q: 3 clusters Score -3005753 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -3005779.250000 Penalty: 11616.905273
	Iteration 63Q: 3 clusters Score -3005779 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -3005803.250000 Penalty: 11616.905273
	Iteration 64Q: 3 clusters Score -3005803 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3005838.500000 Penalty: 11616.905273
	Iteration 65Q: 3 clusters Score -3005838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3005871.000000 Penalty: 11616.905273
	Iteration 66Q: 3 clusters Score -3005871 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -3005915.250000 Penalty: 11616.905273
	Iteration 67Q: 3 clusters Score -3005915 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3005954.000000 Penalty: 11616.905273
	Iteration 68Q: 3 clusters Score -3005954 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -3005985.750000 Penalty: 11616.905273
	Iteration 69Q: 3 clusters Score -3005986 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -3006037.500000 Penalty: 11616.905273
	Iteration 70Q: 3 clusters Score -3006038 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3006099.000000 Penalty: 11616.905273
	Iteration 71Q: 3 clusters Score -3006099 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3006159.000000 Penalty: 11616.905273
	Iteration 72Q: 3 clusters Score -3006159 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3006263.250000 Penalty: 11616.905273
	Iteration 73Q: 3 clusters Score -3006263 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -3006414.500000 Penalty: 11616.905273
	Iteration 74Q: 3 clusters Score -3006414 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -3006564.500000 Penalty: 11616.905273
	Iteration 75Q: 3 clusters Score -3006564 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -3006725.000000 Penalty: 11616.905273
	Iteration 76Q: 3 clusters Score -3006725 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -3006845.750000 Penalty: 11616.905273
	Iteration 77Q: 3 clusters Score -3006846 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -3006928.000000 Penalty: 11616.905273
	Iteration 78Q: 3 clusters Score -3006928 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -3007019.250000 Penalty: 11616.905273
	Iteration 79Q: 3 clusters Score -3007019 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3007117.000000 Penalty: 11616.905273
	Iteration 80F: 3 clusters Score -3007117 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3007192.750000 Penalty: 11616.905273
	Iteration 81Q: 3 clusters Score -3007193 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -3007246.250000 Penalty: 11616.905273
	Iteration 82Q: 3 clusters Score -3007246 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3007279.250000 Penalty: 11616.905273
	Iteration 83Q: 3 clusters Score -3007279 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3007291.000000 Penalty: 11616.905273
	Iteration 84Q: 3 clusters Score -3007291 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3007310.250000 Penalty: 11616.905273
	Iteration 85Q: 3 clusters Score -3007310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -3007319.500000 Penalty: 11616.905273
	Iteration 86Q: 3 clusters Score -3007320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -3007330.500000 Penalty: 11616.905273
	Iteration 87Q: 3 clusters Score -3007330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -3007341.000000 Penalty: 11616.905273
	Iteration 88Q: 3 clusters Score -3007341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3007342.250000 Penalty: 11616.905273
	Iteration 89Q: 3 clusters Score -3007342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -3007350.250000 Penalty: 11616.905273
	Iteration 90Q: 3 clusters Score -3007350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -3007347.750000 Penalty: 11616.905273
	Iteration 91Q: 3 clusters Score -3007348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -3007344.250000 Penalty: 11616.905273
	Iteration 92Q: 3 clusters Score -3007344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3007351.500000 Penalty: 11616.905273
	Iteration 93Q: 3 clusters Score -3007352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3007351.500000 Penalty: 11616.905273
	Iteration 94F: 3 clusters Score -3007352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -143574.218750 Penalty: 4005.496582
	Iteration 0F: 2 clusters Score -143574.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -139898.359375 Penalty: 8010.993164
	Iteration 0F: 3 clusters Score -139898.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -140257.453125 Penalty: 8010.993164
	Iteration 1F: 3 clusters Score -140257.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -140417.937500 Penalty: 8010.993164
	Iteration 2Q: 3 clusters Score -140417.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -140503.328125 Penalty: 8010.993164
	Iteration 3Q: 3 clusters Score -140503.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -140556.093750 Penalty: 8010.993164
	Iteration 4Q: 3 clusters Score -140556.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -140594.578125 Penalty: 8010.993164
	Iteration 5Q: 3 clusters Score -140594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -140596.453125 Penalty: 8010.993164
	Iteration 6Q: 3 clusters Score -140596.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -140598.156250 Penalty: 8010.993164
	Iteration 7Q: 3 clusters Score -140598.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -140598.156250 Penalty: 8010.993164
	Iteration 8F: 3 clusters Score -140598.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Entering Unmasked Estep 
Score: -2563491.250000 Penalty: 5742.918945
	Iteration 0F: 2 clusters Score -2563491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2552158.250000 Penalty: 11485.837891
	Iteration 0F: 3 clusters Score -2552158 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2554817.250000 Penalty: 11485.837891
	Iteration 1F: 3 clusters Score -2554817 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2555445.250000 Penalty: 11485.837891
	Iteration 2F: 3 clusters Score -2555445 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2555844.750000 Penalty: 11485.837891
	Iteration 3F: 3 clusters Score -2555845 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2556157.000000 Penalty: 11485.837891
	Iteration 4Q: 3 clusters Score -2556157 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2556426.000000 Penalty: 11485.837891
	Iteration 5Q: 3 clusters Score -2556426 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2556672.500000 Penalty: 11485.837891
	Iteration 6Q: 3 clusters Score -2556672 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2556919.750000 Penalty: 11485.837891
	Iteration 7Q: 3 clusters Score -2556920 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2557140.250000 Penalty: 11485.837891
	Iteration 8Q: 3 clusters Score -2557140 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2557346.250000 Penalty: 11485.837891
	Iteration 9Q: 3 clusters Score -2557346 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2557520.000000 Penalty: 11485.837891
	Iteration 10Q: 3 clusters Score -2557520 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2557675.500000 Penalty: 11485.837891
	Iteration 11Q: 3 clusters Score -2557676 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2557836.250000 Penalty: 11485.837891
	Iteration 12Q: 3 clusters Score -2557836 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2557987.500000 Penalty: 11485.837891
	Iteration 13Q: 3 clusters Score -2557988 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2558139.750000 Penalty: 11485.837891
	Iteration 14Q: 3 clusters Score -2558140 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2558279.250000 Penalty: 11485.837891
	Iteration 15Q: 3 clusters Score -2558279 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2558407.500000 Penalty: 11485.837891
	Iteration 16Q: 3 clusters Score -2558408 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2558520.000000 Penalty: 11485.837891
	Iteration 17Q: 3 clusters Score -2558520 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2558634.250000 Penalty: 11485.837891
	Iteration 18Q: 3 clusters Score -2558634 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2558732.000000 Penalty: 11485.837891
	Iteration 19Q: 3 clusters Score -2558732 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2558805.750000 Penalty: 11485.837891
	Iteration 20F: 3 clusters Score -2558806 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2558850.000000 Penalty: 11485.837891
	Iteration 21Q: 3 clusters Score -2558850 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2558893.250000 Penalty: 11485.837891
	Iteration 22Q: 3 clusters Score -2558893 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2558937.500000 Penalty: 11485.837891
	Iteration 23Q: 3 clusters Score -2558938 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2558971.250000 Penalty: 11485.837891
	Iteration 24Q: 3 clusters Score -2558971 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2558997.750000 Penalty: 11485.837891
	Iteration 25Q: 3 clusters Score -2558998 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2559027.250000 Penalty: 11485.837891
	Iteration 26Q: 3 clusters Score -2559027 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2559043.250000 Penalty: 11485.837891
	Iteration 27Q: 3 clusters Score -2559043 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2559060.500000 Penalty: 11485.837891
	Iteration 28Q: 3 clusters Score -2559060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2559080.000000 Penalty: 11485.837891
	Iteration 29Q: 3 clusters Score -2559080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2559098.500000 Penalty: 11485.837891
	Iteration 30Q: 3 clusters Score -2559098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2559115.000000 Penalty: 11485.837891
	Iteration 31Q: 3 clusters Score -2559115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2559137.000000 Penalty: 11485.837891
	Iteration 32Q: 3 clusters Score -2559137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2559146.250000 Penalty: 11485.837891
	Iteration 33Q: 3 clusters Score -2559146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2559156.250000 Penalty: 11485.837891
	Iteration 34Q: 3 clusters Score -2559156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2559153.500000 Penalty: 11485.837891
	Iteration 35Q: 3 clusters Score -2559154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2559169.250000 Penalty: 11485.837891
	Iteration 36Q: 3 clusters Score -2559169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2559177.500000 Penalty: 11485.837891
	Iteration 37Q: 3 clusters Score -2559178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2559185.750000 Penalty: 11485.837891
	Iteration 38Q: 3 clusters Score -2559186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2559186.500000 Penalty: 11485.837891
	Iteration 39Q: 3 clusters Score -2559186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2559190.500000 Penalty: 11485.837891
	Iteration 40F: 3 clusters Score -2559190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2559197.000000 Penalty: 11485.837891
	Iteration 41Q: 3 clusters Score -2559197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2559191.250000 Penalty: 11485.837891
	Iteration 42Q: 3 clusters Score -2559191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2559196.500000 Penalty: 11485.837891
	Iteration 43Q: 3 clusters Score -2559196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2559194.250000 Penalty: 11485.837891
	Iteration 44Q: 3 clusters Score -2559194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2559199.750000 Penalty: 11485.837891
	Iteration 45Q: 3 clusters Score -2559200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2559199.000000 Penalty: 11485.837891
	Iteration 46Q: 3 clusters Score -2559199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2559199.750000 Penalty: 11485.837891
	Iteration 47Q: 3 clusters Score -2559200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2559199.750000 Penalty: 11485.837891
	Iteration 48Q: 3 clusters Score -2559200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2559201.000000 Penalty: 11485.837891
	Iteration 49Q: 3 clusters Score -2559201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2559200.000000 Penalty: 11485.837891
	Iteration 50Q: 3 clusters Score -2559200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2559201.750000 Penalty: 11485.837891
	Iteration 51Q: 3 clusters Score -2559202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2559201.000000 Penalty: 11485.837891
	Iteration 52Q: 3 clusters Score -2559201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2559202.000000 Penalty: 11485.837891
	Iteration 53Q: 3 clusters Score -2559202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2559206.750000 Penalty: 11485.837891
	Iteration 54Q: 3 clusters Score -2559207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2559208.250000 Penalty: 11485.837891
	Iteration 55Q: 3 clusters Score -2559208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2559213.000000 Penalty: 11485.837891
	Iteration 56Q: 3 clusters Score -2559213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2559215.250000 Penalty: 11485.837891
	Iteration 57Q: 3 clusters Score -2559215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2559218.250000 Penalty: 11485.837891
	Iteration 58Q: 3 clusters Score -2559218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2559218.500000 Penalty: 11485.837891
	Iteration 59Q: 3 clusters Score -2559218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2559217.250000 Penalty: 11485.837891
	Iteration 60F: 3 clusters Score -2559217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2559218.250000 Penalty: 11485.837891
	Iteration 61Q: 3 clusters Score -2559218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2559218.250000 Penalty: 11485.837891
	Iteration 62F: 3 clusters Score -2559218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Entering Unmasked Estep 
Score: -1679867.750000 Penalty: 5477.977539
	Iteration 0F: 2 clusters Score -1679868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1671092.750000 Penalty: 10955.955078
	Iteration 0F: 3 clusters Score -1671093 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1672851.375000 Penalty: 10955.955078
	Iteration 1F: 3 clusters Score -1672851 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1673438.625000 Penalty: 10955.955078
	Iteration 2F: 3 clusters Score -1673439 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1673839.000000 Penalty: 10955.955078
	Iteration 3F: 3 clusters Score -1673839 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1674196.375000 Penalty: 10955.955078
	Iteration 4Q: 3 clusters Score -1674196 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1674535.500000 Penalty: 10955.955078
	Iteration 5Q: 3 clusters Score -1674536 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1674846.000000 Penalty: 10955.955078
	Iteration 6Q: 3 clusters Score -1674846 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1675123.750000 Penalty: 10955.955078
	Iteration 7Q: 3 clusters Score -1675124 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1675349.875000 Penalty: 10955.955078
	Iteration 8Q: 3 clusters Score -1675350 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1675542.125000 Penalty: 10955.955078
	Iteration 9Q: 3 clusters Score -1675542 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1675697.875000 Penalty: 10955.955078
	Iteration 10Q: 3 clusters Score -1675698 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1675821.375000 Penalty: 10955.955078
	Iteration 11Q: 3 clusters Score -1675821 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1675906.875000 Penalty: 10955.955078
	Iteration 12Q: 3 clusters Score -1675907 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1675983.875000 Penalty: 10955.955078
	Iteration 13Q: 3 clusters Score -1675984 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1676058.500000 Penalty: 10955.955078
	Iteration 14Q: 3 clusters Score -1676058 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1676111.750000 Penalty: 10955.955078
	Iteration 15Q: 3 clusters Score -1676112 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1676167.375000 Penalty: 10955.955078
	Iteration 16Q: 3 clusters Score -1676167 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1676219.625000 Penalty: 10955.955078
	Iteration 17Q: 3 clusters Score -1676220 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1676274.625000 Penalty: 10955.955078
	Iteration 18Q: 3 clusters Score -1676275 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1676308.500000 Penalty: 10955.955078
	Iteration 19Q: 3 clusters Score -1676308 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1676344.500000 Penalty: 10955.955078
	Iteration 20F: 3 clusters Score -1676344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1676365.625000 Penalty: 10955.955078
	Iteration 21Q: 3 clusters Score -1676366 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1676388.125000 Penalty: 10955.955078
	Iteration 22Q: 3 clusters Score -1676388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1676401.375000 Penalty: 10955.955078
	Iteration 23Q: 3 clusters Score -1676401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1676410.625000 Penalty: 10955.955078
	Iteration 24Q: 3 clusters Score -1676411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1676414.875000 Penalty: 10955.955078
	Iteration 25Q: 3 clusters Score -1676415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1676422.000000 Penalty: 10955.955078
	Iteration 26Q: 3 clusters Score -1676422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1676422.375000 Penalty: 10955.955078
	Iteration 27Q: 3 clusters Score -1676422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1676428.000000 Penalty: 10955.955078
	Iteration 28Q: 3 clusters Score -1676428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1676436.000000 Penalty: 10955.955078
	Iteration 29Q: 3 clusters Score -1676436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1676442.250000 Penalty: 10955.955078
	Iteration 30Q: 3 clusters Score -1676442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1676443.375000 Penalty: 10955.955078
	Iteration 31Q: 3 clusters Score -1676443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1676446.000000 Penalty: 10955.955078
	Iteration 32Q: 3 clusters Score -1676446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1676449.000000 Penalty: 10955.955078
	Iteration 33Q: 3 clusters Score -1676449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1676449.000000 Penalty: 10955.955078
	Iteration 34Q: 3 clusters Score -1676449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1676450.500000 Penalty: 10955.955078
	Iteration 35Q: 3 clusters Score -1676450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1676450.750000 Penalty: 10955.955078
	Iteration 36Q: 3 clusters Score -1676451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1676449.125000 Penalty: 10955.955078
	Iteration 37Q: 3 clusters Score -1676449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1676450.125000 Penalty: 10955.955078
	Iteration 38Q: 3 clusters Score -1676450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1676449.250000 Penalty: 10955.955078
	Iteration 39Q: 3 clusters Score -1676449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1676450.750000 Penalty: 10955.955078
	Iteration 40F: 3 clusters Score -1676451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1676452.875000 Penalty: 10955.955078
	Iteration 41Q: 3 clusters Score -1676453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1676451.875000 Penalty: 10955.955078
	Iteration 42Q: 3 clusters Score -1676452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1676451.875000 Penalty: 10955.955078
	Iteration 43F: 3 clusters Score -1676452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Entering Unmasked Estep 
Score: -8239349.500000 Penalty: 6431.106445
	Iteration 0F: 2 clusters Score -8239350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -8212553.000000 Penalty: 12862.212891
	Iteration 0F: 3 clusters Score -8212553 nChanged 15562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -8220943.000000 Penalty: 12862.212891
	Iteration 1F: 3 clusters Score -8220943 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -8221744.500000 Penalty: 12862.212891
	Iteration 2F: 3 clusters Score -8221744 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -8222426.000000 Penalty: 12862.212891
	Iteration 3Q: 3 clusters Score -8222426 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -8223052.000000 Penalty: 12862.212891
	Iteration 4Q: 3 clusters Score -8223052 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -8223617.000000 Penalty: 12862.212891
	Iteration 5Q: 3 clusters Score -8223617 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -8224221.000000 Penalty: 12862.212891
	Iteration 6Q: 3 clusters Score -8224221 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -8224918.000000 Penalty: 12862.212891
	Iteration 7Q: 3 clusters Score -8224918 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -8225712.000000 Penalty: 12862.212891
	Iteration 8Q: 3 clusters Score -8225712 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -8226535.500000 Penalty: 12862.212891
	Iteration 9Q: 3 clusters Score -8226536 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -8227279.000000 Penalty: 12862.212891
	Iteration 10Q: 3 clusters Score -8227279 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -8227984.000000 Penalty: 12862.212891
	Iteration 11Q: 3 clusters Score -8227984 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -8228607.500000 Penalty: 12862.212891
	Iteration 12Q: 3 clusters Score -8228608 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -8229252.500000 Penalty: 12862.212891
	Iteration 13Q: 3 clusters Score -8229252 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -8229728.000000 Penalty: 12862.212891
	Iteration 14Q: 3 clusters Score -8229728 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -8230118.500000 Penalty: 12862.212891
	Iteration 15Q: 3 clusters Score -8230118 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -8230451.500000 Penalty: 12862.212891
	Iteration 16Q: 3 clusters Score -8230452 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -8230781.000000 Penalty: 12862.212891
	Iteration 17Q: 3 clusters Score -8230781 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -8231064.500000 Penalty: 12862.212891
	Iteration 18Q: 3 clusters Score -8231064 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -8231416.500000 Penalty: 12862.212891
	Iteration 19Q: 3 clusters Score -8231416 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -8231715.500000 Penalty: 12862.212891
	Iteration 20F: 3 clusters Score -8231716 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -8231970.500000 Penalty: 12862.212891
	Iteration 21Q: 3 clusters Score -8231970 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -8232210.000000 Penalty: 12862.212891
	Iteration 22Q: 3 clusters Score -8232210 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -8232415.500000 Penalty: 12862.212891
	Iteration 23Q: 3 clusters Score -8232416 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -8232673.500000 Penalty: 12862.212891
	Iteration 24Q: 3 clusters Score -8232674 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -8232915.000000 Penalty: 12862.212891
	Iteration 25Q: 3 clusters Score -8232915 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -8233134.500000 Penalty: 12862.212891
	Iteration 26Q: 3 clusters Score -8233134 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -8233354.500000 Penalty: 12862.212891
	Iteration 27Q: 3 clusters Score -8233354 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -8233596.000000 Penalty: 12862.212891
	Iteration 28Q: 3 clusters Score -8233596 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -8233833.500000 Penalty: 12862.212891
	Iteration 29Q: 3 clusters Score -8233834 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -8234136.500000 Penalty: 12862.212891
	Iteration 30Q: 3 clusters Score -8234136 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -8234409.000000 Penalty: 12862.212891
	Iteration 31Q: 3 clusters Score -8234409 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -8234750.500000 Penalty: 12862.212891
	Iteration 32Q: 3 clusters Score -8234750 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -8235044.500000 Penalty: 12862.212891
	Iteration 33Q: 3 clusters Score -8235044 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -8235270.000000 Penalty: 12862.212891
	Iteration 34Q: 3 clusters Score -8235270 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -8235418.000000 Penalty: 12862.212891
	Iteration 35Q: 3 clusters Score -8235418 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -8235537.500000 Penalty: 12862.212891
	Iteration 36Q: 3 clusters Score -8235538 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -8235615.500000 Penalty: 12862.212891
	Iteration 37Q: 3 clusters Score -8235616 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -8235632.000000 Penalty: 12862.212891
	Iteration 38Q: 3 clusters Score -8235632 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -8235649.500000 Penalty: 12862.212891
	Iteration 39Q: 3 clusters Score -8235650 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -8235662.000000 Penalty: 12862.212891
	Iteration 40F: 3 clusters Score -8235662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -8235659.000000 Penalty: 12862.212891
	Iteration 41Q: 3 clusters Score -8235659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -8235673.000000 Penalty: 12862.212891
	Iteration 42Q: 3 clusters Score -8235673 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -8235679.000000 Penalty: 12862.212891
	Iteration 43Q: 3 clusters Score -8235679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -8235702.000000 Penalty: 12862.212891
	Iteration 44Q: 3 clusters Score -8235702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -8235706.000000 Penalty: 12862.212891
	Iteration 45Q: 3 clusters Score -8235706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -8235706.500000 Penalty: 12862.212891
	Iteration 46Q: 3 clusters Score -8235706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -8235708.000000 Penalty: 12862.212891
	Iteration 47Q: 3 clusters Score -8235708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -8235704.500000 Penalty: 12862.212891
	Iteration 48Q: 3 clusters Score -8235704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -8235714.000000 Penalty: 12862.212891
	Iteration 49Q: 3 clusters Score -8235714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -8235712.500000 Penalty: 12862.212891
	Iteration 50Q: 3 clusters Score -8235712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -8235711.500000 Penalty: 12862.212891
	Iteration 51Q: 3 clusters Score -8235712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -8235709.500000 Penalty: 12862.212891
	Iteration 52Q: 3 clusters Score -8235710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -8235713.000000 Penalty: 12862.212891
	Iteration 53Q: 3 clusters Score -8235713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -8235721.500000 Penalty: 12862.212891
	Iteration 54Q: 3 clusters Score -8235722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -8235724.000000 Penalty: 12862.212891
	Iteration 55Q: 3 clusters Score -8235724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -8235721.500000 Penalty: 12862.212891
	Iteration 56Q: 3 clusters Score -8235722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -8235719.500000 Penalty: 12862.212891
	Iteration 57Q: 3 clusters Score -8235720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -8235729.500000 Penalty: 12862.212891
	Iteration 58Q: 3 clusters Score -8235730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -8235731.500000 Penalty: 12862.212891
	Iteration 59Q: 3 clusters Score -8235732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -8235723.500000 Penalty: 12862.212891
	Iteration 60F: 3 clusters Score -8235724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -8235732.000000 Penalty: 12862.212891
	Iteration 61Q: 3 clusters Score -8235732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -8235728.000000 Penalty: 12862.212891
	Iteration 62Q: 3 clusters Score -8235728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -8235734.500000 Penalty: 12862.212891
	Iteration 63Q: 3 clusters Score -8235734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -8235728.000000 Penalty: 12862.212891
	Iteration 64Q: 3 clusters Score -8235728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -8235728.500000 Penalty: 12862.212891
	Iteration 65Q: 3 clusters Score -8235728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -8235729.500000 Penalty: 12862.212891
	Iteration 66Q: 3 clusters Score -8235730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -8235729.500000 Penalty: 12862.212891
	Iteration 67F: 3 clusters Score -8235730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Entering Unmasked Estep 
Score: -3972947.250000 Penalty: 5986.891602
	Iteration 0F: 2 clusters Score -3972947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3957972.250000 Penalty: 11973.783203
	Iteration 0F: 3 clusters Score -3957972 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3961762.500000 Penalty: 11973.783203
	Iteration 1F: 3 clusters Score -3961762 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -3962449.500000 Penalty: 11973.783203
	Iteration 2F: 3 clusters Score -3962450 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3962950.000000 Penalty: 11973.783203
	Iteration 3F: 3 clusters Score -3962950 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -3963407.000000 Penalty: 11973.783203
	Iteration 4Q: 3 clusters Score -3963407 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3963841.250000 Penalty: 11973.783203
	Iteration 5Q: 3 clusters Score -3963841 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -3964372.250000 Penalty: 11973.783203
	Iteration 6Q: 3 clusters Score -3964372 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3965137.500000 Penalty: 11973.783203
	Iteration 7Q: 3 clusters Score -3965138 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -3966157.250000 Penalty: 11973.783203
	Iteration 8F: 3 clusters Score -3966157 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -3967311.250000 Penalty: 11973.783203
	Iteration 9F: 3 clusters Score -3967311 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -3968347.750000 Penalty: 11973.783203
	Iteration 10F: 3 clusters Score -3968348 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3969093.750000 Penalty: 11973.783203
	Iteration 11Q: 3 clusters Score -3969094 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -3969560.250000 Penalty: 11973.783203
	Iteration 12Q: 3 clusters Score -3969560 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -3969877.250000 Penalty: 11973.783203
	Iteration 13Q: 3 clusters Score -3969877 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -3970105.000000 Penalty: 11973.783203
	Iteration 14Q: 3 clusters Score -3970105 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3970266.750000 Penalty: 11973.783203
	Iteration 15Q: 3 clusters Score -3970267 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -3970390.500000 Penalty: 11973.783203
	Iteration 16Q: 3 clusters Score -3970390 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3970458.750000 Penalty: 11973.783203
	Iteration 17Q: 3 clusters Score -3970459 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -3970505.000000 Penalty: 11973.783203
	Iteration 18Q: 3 clusters Score -3970505 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3970533.500000 Penalty: 11973.783203
	Iteration 19Q: 3 clusters Score -3970534 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -3970567.250000 Penalty: 11973.783203
	Iteration 20F: 3 clusters Score -3970567 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -3970574.000000 Penalty: 11973.783203
	Iteration 21Q: 3 clusters Score -3970574 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -3970594.750000 Penalty: 11973.783203
	Iteration 22Q: 3 clusters Score -3970595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3970595.000000 Penalty: 11973.783203
	Iteration 23Q: 3 clusters Score -3970595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -3970598.750000 Penalty: 11973.783203
	Iteration 24Q: 3 clusters Score -3970599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -3970604.000000 Penalty: 11973.783203
	Iteration 25Q: 3 clusters Score -3970604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -3970619.500000 Penalty: 11973.783203
	Iteration 26Q: 3 clusters Score -3970620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -3970636.250000 Penalty: 11973.783203
	Iteration 27Q: 3 clusters Score -3970636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -3970630.750000 Penalty: 11973.783203
	Iteration 28Q: 3 clusters Score -3970631 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3970659.750000 Penalty: 11973.783203
	Iteration 29Q: 3 clusters Score -3970660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3970681.250000 Penalty: 11973.783203
	Iteration 30Q: 3 clusters Score -3970681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3970685.000000 Penalty: 11973.783203
	Iteration 31Q: 3 clusters Score -3970685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -3970700.250000 Penalty: 11973.783203
	Iteration 32Q: 3 clusters Score -3970700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -3970705.250000 Penalty: 11973.783203
	Iteration 33Q: 3 clusters Score -3970705 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -3970719.500000 Penalty: 11973.783203
	Iteration 34Q: 3 clusters Score -3970720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3970721.250000 Penalty: 11973.783203
	Iteration 35Q: 3 clusters Score -3970721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -3970731.750000 Penalty: 11973.783203
	Iteration 36Q: 3 clusters Score -3970732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3970737.250000 Penalty: 11973.783203
	Iteration 37Q: 3 clusters Score -3970737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -3970741.750000 Penalty: 11973.783203
	Iteration 38Q: 3 clusters Score -3970742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -3970740.500000 Penalty: 11973.783203
	Iteration 39Q: 3 clusters Score -3970740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3970743.500000 Penalty: 11973.783203
	Iteration 40F: 3 clusters Score -3970744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -3970741.750000 Penalty: 11973.783203
	Iteration 41Q: 3 clusters Score -3970742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3970753.500000 Penalty: 11973.783203
	Iteration 42Q: 3 clusters Score -3970754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3970772.750000 Penalty: 11973.783203
	Iteration 43Q: 3 clusters Score -3970773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -3970780.500000 Penalty: 11973.783203
	Iteration 44Q: 3 clusters Score -3970780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -3970771.750000 Penalty: 11973.783203
	Iteration 45Q: 3 clusters Score -3970772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -3970777.250000 Penalty: 11973.783203
	Iteration 46Q: 3 clusters Score -3970777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -3970773.000000 Penalty: 11973.783203
	Iteration 47Q: 3 clusters Score -3970773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -3970774.000000 Penalty: 11973.783203
	Iteration 48Q: 3 clusters Score -3970774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3970776.250000 Penalty: 11973.783203
	Iteration 49Q: 3 clusters Score -3970776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3970782.750000 Penalty: 11973.783203
	Iteration 50Q: 3 clusters Score -3970783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3970788.500000 Penalty: 11973.783203
	Iteration 51Q: 3 clusters Score -3970788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -3970791.500000 Penalty: 11973.783203
	Iteration 52Q: 3 clusters Score -3970792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -3970794.500000 Penalty: 11973.783203
	Iteration 53Q: 3 clusters Score -3970794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -3970792.500000 Penalty: 11973.783203
	Iteration 54Q: 3 clusters Score -3970792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3970797.250000 Penalty: 11973.783203
	Iteration 55Q: 3 clusters Score -3970797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -3970789.750000 Penalty: 11973.783203
	Iteration 56Q: 3 clusters Score -3970790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3970796.500000 Penalty: 11973.783203
	Iteration 57Q: 3 clusters Score -3970796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -3970802.000000 Penalty: 11973.783203
	Iteration 58Q: 3 clusters Score -3970802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3970799.000000 Penalty: 11973.783203
	Iteration 59Q: 3 clusters Score -3970799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3970810.000000 Penalty: 11973.783203
	Iteration 60F: 3 clusters Score -3970810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -3970814.250000 Penalty: 11973.783203
	Iteration 61Q: 3 clusters Score -3970814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3970815.250000 Penalty: 11973.783203
	Iteration 62Q: 3 clusters Score -3970815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3970817.500000 Penalty: 11973.783203
	Iteration 63Q: 3 clusters Score -3970818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -3970815.750000 Penalty: 11973.783203
	Iteration 64Q: 3 clusters Score -3970816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -3970817.250000 Penalty: 11973.783203
	Iteration 65Q: 3 clusters Score -3970817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3970822.250000 Penalty: 11973.783203
	Iteration 66Q: 3 clusters Score -3970822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -3970824.000000 Penalty: 11973.783203
	Iteration 67Q: 3 clusters Score -3970824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -3970824.750000 Penalty: 11973.783203
	Iteration 68Q: 3 clusters Score -3970825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3970825.250000 Penalty: 11973.783203
	Iteration 69Q: 3 clusters Score -3970825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3970825.750000 Penalty: 11973.783203
	Iteration 70Q: 3 clusters Score -3970826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -3970820.750000 Penalty: 11973.783203
	Iteration 71Q: 3 clusters Score -3970821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -3970816.500000 Penalty: 11973.783203
	Iteration 72Q: 3 clusters Score -3970816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3970820.750000 Penalty: 11973.783203
	Iteration 73Q: 3 clusters Score -3970821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -3970821.500000 Penalty: 11973.783203
	Iteration 74Q: 3 clusters Score -3970822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3970820.250000 Penalty: 11973.783203
	Iteration 75Q: 3 clusters Score -3970820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -3970825.250000 Penalty: 11973.783203
	Iteration 76Q: 3 clusters Score -3970825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3970824.250000 Penalty: 11973.783203
	Iteration 77Q: 3 clusters Score -3970824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -3970824.750000 Penalty: 11973.783203
	Iteration 78Q: 3 clusters Score -3970825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3970827.750000 Penalty: 11973.783203
	Iteration 79Q: 3 clusters Score -3970828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3970830.500000 Penalty: 11973.783203
	Iteration 80F: 3 clusters Score -3970830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -3970828.000000 Penalty: 11973.783203
	Iteration 81Q: 3 clusters Score -3970828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -3970828.000000 Penalty: 11973.783203
	Iteration 82F: 3 clusters Score -3970828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (123653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123653 members 
Entering Unmasked Estep 
Score: -28362726.000000 Penalty: 7181.706543
	Iteration 0F: 2 clusters Score -2.836273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61808 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -28279284.000000 Penalty: 14363.413086
	Iteration 0F: 3 clusters Score -2.827928e+07 nChanged 56975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61135 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -28311274.000000 Penalty: 14363.413086
	Iteration 1F: 3 clusters Score -2.831127e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -28313326.000000 Penalty: 14363.413086
	Iteration 2Q: 3 clusters Score -2.831333e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 64305 members 
Entering Unmasked Estep 
Score: -28315870.000000 Penalty: 14363.413086
	Iteration 3Q: 3 clusters Score -2.831587e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -28318964.000000 Penalty: 14363.413086
	Iteration 4F: 3 clusters Score -2.831896e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 68853 members 
Entering Unmasked Estep 
Score: -28322932.000000 Penalty: 14363.413086
	Iteration 5F: 3 clusters Score -2.832293e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 72543 members 
Entering Unmasked Estep 
Score: -28327604.000000 Penalty: 14363.413086
	Iteration 6F: 3 clusters Score -2.83276e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 77078 members 
Entering Unmasked Estep 
Score: -28332306.000000 Penalty: 14363.413086
	Iteration 7F: 3 clusters Score -2.833231e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 82086 members 
Entering Unmasked Estep 
Score: -28337710.000000 Penalty: 14363.413086
	Iteration 8F: 3 clusters Score -2.833771e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 87193 members 
Entering Unmasked Estep 
Score: -28342372.000000 Penalty: 14363.413086
	Iteration 9F: 3 clusters Score -2.834237e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 91920 members 
Entering Unmasked Estep 
Score: -28346324.000000 Penalty: 14363.413086
	Iteration 10F: 3 clusters Score -2.834632e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 96244 members 
Entering Unmasked Estep 
Score: -28349382.000000 Penalty: 14363.413086
	Iteration 11Q: 3 clusters Score -2.834938e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 100051 members 
Entering Unmasked Estep 
Score: -28351622.000000 Penalty: 14363.413086
	Iteration 12Q: 3 clusters Score -2.835162e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 103294 members 
Entering Unmasked Estep 
Score: -28353488.000000 Penalty: 14363.413086
	Iteration 13Q: 3 clusters Score -2.835349e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 106004 members 
Entering Unmasked Estep 
Score: -28355016.000000 Penalty: 14363.413086
	Iteration 14Q: 3 clusters Score -2.835502e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 108177 members 
Entering Unmasked Estep 
Score: -28356154.000000 Penalty: 14363.413086
	Iteration 15Q: 3 clusters Score -2.835615e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 109977 members 
Entering Unmasked Estep 
Score: -28356966.000000 Penalty: 14363.413086
	Iteration 16Q: 3 clusters Score -2.835697e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 111353 members 
Entering Unmasked Estep 
Score: -28357610.000000 Penalty: 14363.413086
	Iteration 17Q: 3 clusters Score -2.835761e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 112416 members 
Entering Unmasked Estep 
Score: -28358024.000000 Penalty: 14363.413086
	Iteration 18Q: 3 clusters Score -2.835802e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 113214 members 
Entering Unmasked Estep 
Score: -28358360.000000 Penalty: 14363.413086
	Iteration 19Q: 3 clusters Score -2.835836e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 113856 members 
Entering Unmasked Estep 
Score: -28358702.000000 Penalty: 14363.413086
	Iteration 20F: 3 clusters Score -2.83587e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 114350 members 
Entering Unmasked Estep 
Score: -28358892.000000 Penalty: 14363.413086
	Iteration 21Q: 3 clusters Score -2.835889e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 114724 members 
Entering Unmasked Estep 
Score: -28359048.000000 Penalty: 14363.413086
	Iteration 22Q: 3 clusters Score -2.835905e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 115023 members 
Entering Unmasked Estep 
Score: -28359130.000000 Penalty: 14363.413086
	Iteration 23Q: 3 clusters Score -2.835913e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 115228 members 
Entering Unmasked Estep 
Score: -28359268.000000 Penalty: 14363.413086
	Iteration 24Q: 3 clusters Score -2.835927e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 115399 members 
Entering Unmasked Estep 
Score: -28359326.000000 Penalty: 14363.413086
	Iteration 25Q: 3 clusters Score -2.835933e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 115536 members 
Entering Unmasked Estep 
Score: -28359352.000000 Penalty: 14363.413086
	Iteration 26Q: 3 clusters Score -2.835935e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 115656 members 
Entering Unmasked Estep 
Score: -28359382.000000 Penalty: 14363.413086
	Iteration 27Q: 3 clusters Score -2.835938e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 115773 members 
Entering Unmasked Estep 
Score: -28359408.000000 Penalty: 14363.413086
	Iteration 28Q: 3 clusters Score -2.835941e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 115879 members 
Entering Unmasked Estep 
Score: -28359470.000000 Penalty: 14363.413086
	Iteration 29Q: 3 clusters Score -2.835947e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 115970 members 
Entering Unmasked Estep 
Score: -28359542.000000 Penalty: 14363.413086
	Iteration 30Q: 3 clusters Score -2.835954e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 116059 members 
Entering Unmasked Estep 
Score: -28359538.000000 Penalty: 14363.413086
	Iteration 31Q: 3 clusters Score -2.835954e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 116161 members 
Entering Unmasked Estep 
Score: -28359614.000000 Penalty: 14363.413086
	Iteration 32Q: 3 clusters Score -2.835961e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 116249 members 
Entering Unmasked Estep 
Score: -28359682.000000 Penalty: 14363.413086
	Iteration 33Q: 3 clusters Score -2.835968e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 116343 members 
Entering Unmasked Estep 
Score: -28359734.000000 Penalty: 14363.413086
	Iteration 34Q: 3 clusters Score -2.835973e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 116421 members 
Entering Unmasked Estep 
Score: -28359754.000000 Penalty: 14363.413086
	Iteration 35Q: 3 clusters Score -2.835975e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 116489 members 
Entering Unmasked Estep 
Score: -28359804.000000 Penalty: 14363.413086
	Iteration 36Q: 3 clusters Score -2.83598e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 116559 members 
Entering Unmasked Estep 
Score: -28359818.000000 Penalty: 14363.413086
	Iteration 37Q: 3 clusters Score -2.835982e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 116614 members 
Entering Unmasked Estep 
Score: -28359910.000000 Penalty: 14363.413086
	Iteration 38Q: 3 clusters Score -2.835991e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 116666 members 
Entering Unmasked Estep 
Score: -28359934.000000 Penalty: 14363.413086
	Iteration 39Q: 3 clusters Score -2.835993e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 116699 members 
Entering Unmasked Estep 
Score: -28359904.000000 Penalty: 14363.413086
	Iteration 40F: 3 clusters Score -2.83599e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 116741 members 
Entering Unmasked Estep 
Score: -28359868.000000 Penalty: 14363.413086
	Iteration 41Q: 3 clusters Score -2.835987e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 116777 members 
Entering Unmasked Estep 
Score: -28359938.000000 Penalty: 14363.413086
	Iteration 42Q: 3 clusters Score -2.835994e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 116814 members 
Entering Unmasked Estep 
Score: -28359964.000000 Penalty: 14363.413086
	Iteration 43Q: 3 clusters Score -2.835996e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 116854 members 
Entering Unmasked Estep 
Score: -28359914.000000 Penalty: 14363.413086
	Iteration 44Q: 3 clusters Score -2.835991e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 116901 members 
Entering Unmasked Estep 
Score: -28359916.000000 Penalty: 14363.413086
	Iteration 45Q: 3 clusters Score -2.835992e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 116941 members 
Entering Unmasked Estep 
Score: -28359964.000000 Penalty: 14363.413086
	Iteration 46Q: 3 clusters Score -2.835996e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 116999 members 
Entering Unmasked Estep 
Score: -28360082.000000 Penalty: 14363.413086
	Iteration 47Q: 3 clusters Score -2.836008e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 117056 members 
Entering Unmasked Estep 
Score: -28360234.000000 Penalty: 14363.413086
	Iteration 48Q: 3 clusters Score -2.836023e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 117100 members 
Entering Unmasked Estep 
Score: -28360318.000000 Penalty: 14363.413086
	Iteration 49Q: 3 clusters Score -2.836032e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 117126 members 
Entering Unmasked Estep 
Score: -28360344.000000 Penalty: 14363.413086
	Iteration 50Q: 3 clusters Score -2.836034e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 117146 members 
Entering Unmasked Estep 
Score: -28360470.000000 Penalty: 14363.413086
	Iteration 51Q: 3 clusters Score -2.836047e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 117155 members 
Entering Unmasked Estep 
Score: -28360504.000000 Penalty: 14363.413086
	Iteration 52Q: 3 clusters Score -2.83605e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 117158 members 
Entering Unmasked Estep 
Score: -28360494.000000 Penalty: 14363.413086
	Iteration 53Q: 3 clusters Score -2.836049e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 117156 members 
Entering Unmasked Estep 
Score: -28360486.000000 Penalty: 14363.413086
	Iteration 54Q: 3 clusters Score -2.836049e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 117141 members 
Entering Unmasked Estep 
Score: -28360518.000000 Penalty: 14363.413086
	Iteration 55Q: 3 clusters Score -2.836052e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 117128 members 
Entering Unmasked Estep 
Score: -28360550.000000 Penalty: 14363.413086
	Iteration 56Q: 3 clusters Score -2.836055e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 117113 members 
Entering Unmasked Estep 
Score: -28360572.000000 Penalty: 14363.413086
	Iteration 57Q: 3 clusters Score -2.836057e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 117093 members 
Entering Unmasked Estep 
Score: -28360586.000000 Penalty: 14363.413086
	Iteration 58Q: 3 clusters Score -2.836059e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 117081 members 
Entering Unmasked Estep 
Score: -28360606.000000 Penalty: 14363.413086
	Iteration 59Q: 3 clusters Score -2.836061e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 117072 members 
Entering Unmasked Estep 
Score: -28360582.000000 Penalty: 14363.413086
	Iteration 60F: 3 clusters Score -2.836058e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 117073 members 
Entering Unmasked Estep 
Score: -28360604.000000 Penalty: 14363.413086
	Iteration 61Q: 3 clusters Score -2.83606e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 117066 members 
Entering Unmasked Estep 
Score: -28360614.000000 Penalty: 14363.413086
	Iteration 62Q: 3 clusters Score -2.836061e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 117054 members 
Entering Unmasked Estep 
Score: -28360620.000000 Penalty: 14363.413086
	Iteration 63Q: 3 clusters Score -2.836062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 117043 members 
Entering Unmasked Estep 
Score: -28360630.000000 Penalty: 14363.413086
	Iteration 64Q: 3 clusters Score -2.836063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 117037 members 
Entering Unmasked Estep 
Score: -28360640.000000 Penalty: 14363.413086
	Iteration 65Q: 3 clusters Score -2.836064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 117035 members 
Entering Unmasked Estep 
Score: -28360640.000000 Penalty: 14363.413086
	Iteration 66Q: 3 clusters Score -2.836064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 117029 members 
Entering Unmasked Estep 
Score: -28360638.000000 Penalty: 14363.413086
	Iteration 67Q: 3 clusters Score -2.836064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 117018 members 
Entering Unmasked Estep 
Score: -28360646.000000 Penalty: 14363.413086
	Iteration 68Q: 3 clusters Score -2.836065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 117012 members 
Entering Unmasked Estep 
Score: -28360630.000000 Penalty: 14363.413086
	Iteration 69Q: 3 clusters Score -2.836063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 117002 members 
Entering Unmasked Estep 
Score: -28360646.000000 Penalty: 14363.413086
	Iteration 70Q: 3 clusters Score -2.836065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 116990 members 
Entering Unmasked Estep 
Score: -28360648.000000 Penalty: 14363.413086
	Iteration 71Q: 3 clusters Score -2.836065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 116987 members 
Entering Unmasked Estep 
Score: -28360630.000000 Penalty: 14363.413086
	Iteration 72Q: 3 clusters Score -2.836063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 116987 members 
Entering Unmasked Estep 
Score: -28360614.000000 Penalty: 14363.413086
	Iteration 73Q: 3 clusters Score -2.836061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 116977 members 
Entering Unmasked Estep 
Score: -28360602.000000 Penalty: 14363.413086
	Iteration 74Q: 3 clusters Score -2.83606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 116976 members 
Entering Unmasked Estep 
Score: -28360600.000000 Penalty: 14363.413086
	Iteration 75Q: 3 clusters Score -2.83606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 116970 members 
Entering Unmasked Estep 
Score: -28360618.000000 Penalty: 14363.413086
	Iteration 76Q: 3 clusters Score -2.836062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 116964 members 
Entering Unmasked Estep 
Score: -28360624.000000 Penalty: 14363.413086
	Iteration 77Q: 3 clusters Score -2.836062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 116957 members 
Entering Unmasked Estep 
Score: -28360606.000000 Penalty: 14363.413086
	Iteration 78Q: 3 clusters Score -2.836061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 116952 members 
Entering Unmasked Estep 
Score: -28360632.000000 Penalty: 14363.413086
	Iteration 79Q: 3 clusters Score -2.836063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 116947 members 
Entering Unmasked Estep 
Score: -28360662.000000 Penalty: 14363.413086
	Iteration 80F: 3 clusters Score -2.836066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 116943 members 
Entering Unmasked Estep 
Score: -28360646.000000 Penalty: 14363.413086
	Iteration 81Q: 3 clusters Score -2.836065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 116940 members 
Entering Unmasked Estep 
Score: -28360634.000000 Penalty: 14363.413086
	Iteration 82Q: 3 clusters Score -2.836063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 116940 members 
Entering Unmasked Estep 
Score: -28360634.000000 Penalty: 14363.413086
	Iteration 83F: 3 clusters Score -2.836063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -67223.296875 Penalty: 3764.626709
	Iteration 0F: 2 clusters Score -67223.3 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 244 members 
Entering Unmasked Estep 
Score: -64632.152344 Penalty: 7529.253418
	Iteration 0F: 3 clusters Score -64632.15 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -65354.792969 Penalty: 7529.253418
	Iteration 1F: 3 clusters Score -65354.79 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -66004.781250 Penalty: 7529.253418
	Iteration 2F: 3 clusters Score -66004.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -66595.242188 Penalty: 7529.253418
	Iteration 3Q: 3 clusters Score -66595.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -66956.187500 Penalty: 7529.253418
	Iteration 4Q: 3 clusters Score -66956.19 nChanged 10
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: -67213.375000 Penalty: 7529.253418
	Iteration 5Q: 3 clusters Score -67213.38 nChanged 9
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: -67416.601562 Penalty: 7529.253418
	Iteration 6Q: 3 clusters Score -67416.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -67675.804688 Penalty: 7529.253418
	Iteration 7Q: 3 clusters Score -67675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -67843.179688 Penalty: 7529.253418
	Iteration 8Q: 3 clusters Score -67843.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -67906.898438 Penalty: 7529.253418
	Iteration 9Q: 3 clusters Score -67906.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -67954.656250 Penalty: 7529.253418
	Iteration 10Q: 3 clusters Score -67954.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -68074.609375 Penalty: 7529.253418
	Iteration 11Q: 3 clusters Score -68074.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -68107.015625 Penalty: 7529.253418
	Iteration 12Q: 3 clusters Score -68107.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -68117.195312 Penalty: 7529.253418
	Iteration 13F: 3 clusters Score -68117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -68289.148438 Penalty: 7529.253418
	Iteration 14Q: 3 clusters Score -68289.15 nChanged 4
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: -68427.937500 Penalty: 7529.253418
	Iteration 15Q: 3 clusters Score -68427.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -68612.601562 Penalty: 7529.253418
	Iteration 16Q: 3 clusters Score -68612.6 nChanged 1
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: -68617.054688 Penalty: 7529.253418
	Iteration 17Q: 3 clusters Score -68617.05 nChanged 0
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: -68617.054688 Penalty: 7529.253418
	Iteration 18F: 3 clusters Score -68617.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 13346 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 29852 members 
Mstep: Class 8 contains 170372 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 37306 members 
Mstep: Class 13 contains 5554 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 36307 members 
Mstep: Class 19 contains 17580 members 
Mstep: Class 20 contains 123653 members 
Mstep: Class 21 contains 304 members 
Mstep: Class 22 contains 50759 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 13578 members 
Mstep: Class 26 contains 386 members 
Mstep: Class 27 contains 163 members 
Entering Unmasked Estep 
Score: -138285440.000000 Penalty: 220472.718750
Splitting cluster 21 changes total score from -138288480.000000 to -138285440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (50759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Entering Unmasked Estep 
Score: -11607813.000000 Penalty: 6636.342285
	Iteration 0F: 2 clusters Score -1.160781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -11571509.000000 Penalty: 13272.684570
	Iteration 0F: 3 clusters Score -1.157151e+07 nChanged 22336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -11583292.000000 Penalty: 13272.684570
	Iteration 1F: 3 clusters Score -1.158329e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -11584135.000000 Penalty: 13272.684570
	Iteration 2F: 3 clusters Score -1.158414e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -11584970.000000 Penalty: 13272.684570
	Iteration 3Q: 3 clusters Score -1.158497e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -11585757.000000 Penalty: 13272.684570
	Iteration 4Q: 3 clusters Score -1.158576e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -11586565.000000 Penalty: 13272.684570
	Iteration 5Q: 3 clusters Score -1.158656e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -11587477.000000 Penalty: 13272.684570
	Iteration 6Q: 3 clusters Score -1.158748e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -11588931.000000 Penalty: 13272.684570
	Iteration 7F: 3 clusters Score -1.158893e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -11590936.000000 Penalty: 13272.684570
	Iteration 8F: 3 clusters Score -1.159094e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -11593654.000000 Penalty: 13272.684570
	Iteration 9F: 3 clusters Score -1.159365e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -11596474.000000 Penalty: 13272.684570
	Iteration 10F: 3 clusters Score -1.159647e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -11598671.000000 Penalty: 13272.684570
	Iteration 11Q: 3 clusters Score -1.159867e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -11600115.000000 Penalty: 13272.684570
	Iteration 12Q: 3 clusters Score -1.160012e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -11600968.000000 Penalty: 13272.684570
	Iteration 13Q: 3 clusters Score -1.160097e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -11601393.000000 Penalty: 13272.684570
	Iteration 14Q: 3 clusters Score -1.160139e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -11601687.000000 Penalty: 13272.684570
	Iteration 15Q: 3 clusters Score -1.160169e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11601850.000000 Penalty: 13272.684570
	Iteration 16Q: 3 clusters Score -1.160185e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -11601931.000000 Penalty: 13272.684570
	Iteration 17Q: 3 clusters Score -1.160193e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11602017.000000 Penalty: 13272.684570
	Iteration 18Q: 3 clusters Score -1.160202e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -11602047.000000 Penalty: 13272.684570
	Iteration 19Q: 3 clusters Score -1.160205e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -11602087.000000 Penalty: 13272.684570
	Iteration 20F: 3 clusters Score -1.160209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11602113.000000 Penalty: 13272.684570
	Iteration 21Q: 3 clusters Score -1.160211e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -11602148.000000 Penalty: 13272.684570
	Iteration 22Q: 3 clusters Score -1.160215e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -11602190.000000 Penalty: 13272.684570
	Iteration 23Q: 3 clusters Score -1.160219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11602205.000000 Penalty: 13272.684570
	Iteration 24Q: 3 clusters Score -1.16022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11602222.000000 Penalty: 13272.684570
	Iteration 25Q: 3 clusters Score -1.160222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -11602224.000000 Penalty: 13272.684570
	Iteration 26Q: 3 clusters Score -1.160222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -11602248.000000 Penalty: 13272.684570
	Iteration 27Q: 3 clusters Score -1.160225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -11602237.000000 Penalty: 13272.684570
	Iteration 28Q: 3 clusters Score -1.160224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -11602241.000000 Penalty: 13272.684570
	Iteration 29Q: 3 clusters Score -1.160224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -11602256.000000 Penalty: 13272.684570
	Iteration 30Q: 3 clusters Score -1.160226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -11602257.000000 Penalty: 13272.684570
	Iteration 31Q: 3 clusters Score -1.160226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -11602261.000000 Penalty: 13272.684570
	Iteration 32Q: 3 clusters Score -1.160226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -11602258.000000 Penalty: 13272.684570
	Iteration 33Q: 3 clusters Score -1.160226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -11602266.000000 Penalty: 13272.684570
	Iteration 34Q: 3 clusters Score -1.160227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -11602269.000000 Penalty: 13272.684570
	Iteration 35Q: 3 clusters Score -1.160227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -11602275.000000 Penalty: 13272.684570
	Iteration 36Q: 3 clusters Score -1.160228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -11602274.000000 Penalty: 13272.684570
	Iteration 37Q: 3 clusters Score -1.160227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -11602264.000000 Penalty: 13272.684570
	Iteration 38Q: 3 clusters Score -1.160226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -11602276.000000 Penalty: 13272.684570
	Iteration 39Q: 3 clusters Score -1.160228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49842 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11602284.000000 Penalty: 13272.684570
	Iteration 40F: 3 clusters Score -1.160228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11602287.000000 Penalty: 13272.684570
	Iteration 41Q: 3 clusters Score -1.160229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11602293.000000 Penalty: 13272.684570
	Iteration 42Q: 3 clusters Score -1.160229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -11602301.000000 Penalty: 13272.684570
	Iteration 43Q: 3 clusters Score -1.16023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -11602304.000000 Penalty: 13272.684570
	Iteration 44Q: 3 clusters Score -1.16023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11602310.000000 Penalty: 13272.684570
	Iteration 45Q: 3 clusters Score -1.160231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11602309.000000 Penalty: 13272.684570
	Iteration 46Q: 3 clusters Score -1.160231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11602307.000000 Penalty: 13272.684570
	Iteration 47Q: 3 clusters Score -1.160231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11602312.000000 Penalty: 13272.684570
	Iteration 48Q: 3 clusters Score -1.160231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -11602312.000000 Penalty: 13272.684570
	Iteration 49Q: 3 clusters Score -1.160231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11602313.000000 Penalty: 13272.684570
	Iteration 50Q: 3 clusters Score -1.160231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -11602321.000000 Penalty: 13272.684570
	Iteration 51Q: 3 clusters Score -1.160232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -11602319.000000 Penalty: 13272.684570
	Iteration 52Q: 3 clusters Score -1.160232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -11602319.000000 Penalty: 13272.684570
	Iteration 53F: 3 clusters Score -1.160232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -142719.750000 Penalty: 4017.764160
	Iteration 0F: 2 clusters Score -142719.8 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 366 members 
Entering Unmasked Estep 
Score: -139171.062500 Penalty: 8035.528320
	Iteration 0F: 3 clusters Score -139171.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -139737.125000 Penalty: 8035.528320
	Iteration 1F: 3 clusters Score -139737.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -139904.109375 Penalty: 8035.528320
	Iteration 2F: 3 clusters Score -139904.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -140003.265625 Penalty: 8035.528320
	Iteration 3Q: 3 clusters Score -140003.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -140072.218750 Penalty: 8035.528320
	Iteration 4Q: 3 clusters Score -140072.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -140094.484375 Penalty: 8035.528320
	Iteration 5Q: 3 clusters Score -140094.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -140135.390625 Penalty: 8035.528320
	Iteration 6Q: 3 clusters Score -140135.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -140215.375000 Penalty: 8035.528320
	Iteration 7Q: 3 clusters Score -140215.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -140303.281250 Penalty: 8035.528320
	Iteration 8Q: 3 clusters Score -140303.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -140351.937500 Penalty: 8035.528320
	Iteration 9Q: 3 clusters Score -140351.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -140362.562500 Penalty: 8035.528320
	Iteration 10Q: 3 clusters Score -140362.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -140371.562500 Penalty: 8035.528320
	Iteration 11Q: 3 clusters Score -140371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -140376.250000 Penalty: 8035.528320
	Iteration 12Q: 3 clusters Score -140376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -140379.546875 Penalty: 8035.528320
	Iteration 13Q: 3 clusters Score -140379.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -140387.968750 Penalty: 8035.528320
	Iteration 14Q: 3 clusters Score -140388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -140387.968750 Penalty: 8035.528320
	Iteration 15F: 3 clusters Score -140388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Entering Unmasked Estep 
Score: -1209573.000000 Penalty: 5285.209961
	Iteration 0F: 2 clusters Score -1209573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1202165.875000 Penalty: 10570.419922
	Iteration 0F: 3 clusters Score -1202166 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1203801.750000 Penalty: 10570.419922
	Iteration 1F: 3 clusters Score -1203802 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1204907.250000 Penalty: 10570.419922
	Iteration 2F: 3 clusters Score -1204907 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1205808.625000 Penalty: 10570.419922
	Iteration 3F: 3 clusters Score -1205809 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1206454.625000 Penalty: 10570.419922
	Iteration 4F: 3 clusters Score -1206455 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1206992.625000 Penalty: 10570.419922
	Iteration 5F: 3 clusters Score -1206993 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1207401.000000 Penalty: 10570.419922
	Iteration 6Q: 3 clusters Score -1207401 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1207677.625000 Penalty: 10570.419922
	Iteration 7Q: 3 clusters Score -1207678 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1207824.125000 Penalty: 10570.419922
	Iteration 8Q: 3 clusters Score -1207824 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1207899.375000 Penalty: 10570.419922
	Iteration 9Q: 3 clusters Score -1207899 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1207957.375000 Penalty: 10570.419922
	Iteration 10Q: 3 clusters Score -1207957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1207993.750000 Penalty: 10570.419922
	Iteration 11Q: 3 clusters Score -1207994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1208017.500000 Penalty: 10570.419922
	Iteration 12Q: 3 clusters Score -1208018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1208036.875000 Penalty: 10570.419922
	Iteration 13Q: 3 clusters Score -1208037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1208049.625000 Penalty: 10570.419922
	Iteration 14Q: 3 clusters Score -1208050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1208058.750000 Penalty: 10570.419922
	Iteration 15Q: 3 clusters Score -1208059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1208065.750000 Penalty: 10570.419922
	Iteration 16Q: 3 clusters Score -1208066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1208075.125000 Penalty: 10570.419922
	Iteration 17Q: 3 clusters Score -1208075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1208077.500000 Penalty: 10570.419922
	Iteration 18Q: 3 clusters Score -1208078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1208084.500000 Penalty: 10570.419922
	Iteration 19Q: 3 clusters Score -1208084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1208085.750000 Penalty: 10570.419922
	Iteration 20F: 3 clusters Score -1208086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Entering Unmasked Estep 
Score: -3080659.500000 Penalty: 5828.676270
	Iteration 0F: 2 clusters Score -3080660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3068208.250000 Penalty: 11657.352539
	Iteration 0F: 3 clusters Score -3068208 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -3071090.750000 Penalty: 11657.352539
	Iteration 1F: 3 clusters Score -3071091 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3071621.500000 Penalty: 11657.352539
	Iteration 2F: 3 clusters Score -3071622 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3071935.000000 Penalty: 11657.352539
	Iteration 3Q: 3 clusters Score -3071935 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -3072171.750000 Penalty: 11657.352539
	Iteration 4Q: 3 clusters Score -3072172 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3072364.250000 Penalty: 11657.352539
	Iteration 5Q: 3 clusters Score -3072364 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3072526.750000 Penalty: 11657.352539
	Iteration 6Q: 3 clusters Score -3072527 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -3072655.250000 Penalty: 11657.352539
	Iteration 7Q: 3 clusters Score -3072655 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3072775.000000 Penalty: 11657.352539
	Iteration 8Q: 3 clusters Score -3072775 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3072884.000000 Penalty: 11657.352539
	Iteration 9Q: 3 clusters Score -3072884 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -3072983.500000 Penalty: 11657.352539
	Iteration 10Q: 3 clusters Score -3072984 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -3073099.250000 Penalty: 11657.352539
	Iteration 11Q: 3 clusters Score -3073099 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -3073201.000000 Penalty: 11657.352539
	Iteration 12Q: 3 clusters Score -3073201 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -3073310.750000 Penalty: 11657.352539
	Iteration 13Q: 3 clusters Score -3073311 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -3073425.000000 Penalty: 11657.352539
	Iteration 14Q: 3 clusters Score -3073425 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -3073584.500000 Penalty: 11657.352539
	Iteration 15Q: 3 clusters Score -3073584 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -3073769.750000 Penalty: 11657.352539
	Iteration 16Q: 3 clusters Score -3073770 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -3074020.750000 Penalty: 11657.352539
	Iteration 17Q: 3 clusters Score -3074021 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3074334.750000 Penalty: 11657.352539
	Iteration 18Q: 3 clusters Score -3074335 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3074714.750000 Penalty: 11657.352539
	Iteration 19Q: 3 clusters Score -3074715 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -3075132.250000 Penalty: 11657.352539
	Iteration 20F: 3 clusters Score -3075132 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -3075571.750000 Penalty: 11657.352539
	Iteration 21Q: 3 clusters Score -3075572 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -3075968.250000 Penalty: 11657.352539
	Iteration 22Q: 3 clusters Score -3075968 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3076283.000000 Penalty: 11657.352539
	Iteration 23Q: 3 clusters Score -3076283 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -3076520.250000 Penalty: 11657.352539
	Iteration 24Q: 3 clusters Score -3076520 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3076709.500000 Penalty: 11657.352539
	Iteration 25Q: 3 clusters Score -3076710 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -3076835.750000 Penalty: 11657.352539
	Iteration 26Q: 3 clusters Score -3076836 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3076942.250000 Penalty: 11657.352539
	Iteration 27Q: 3 clusters Score -3076942 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -3077004.500000 Penalty: 11657.352539
	Iteration 28Q: 3 clusters Score -3077004 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -3077041.000000 Penalty: 11657.352539
	Iteration 29Q: 3 clusters Score -3077041 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -3077067.750000 Penalty: 11657.352539
	Iteration 30Q: 3 clusters Score -3077068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -3077077.500000 Penalty: 11657.352539
	Iteration 31Q: 3 clusters Score -3077078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -3077098.250000 Penalty: 11657.352539
	Iteration 32Q: 3 clusters Score -3077098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3077106.750000 Penalty: 11657.352539
	Iteration 33Q: 3 clusters Score -3077107 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -3077121.750000 Penalty: 11657.352539
	Iteration 34Q: 3 clusters Score -3077122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3077139.500000 Penalty: 11657.352539
	Iteration 35Q: 3 clusters Score -3077140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -3077146.000000 Penalty: 11657.352539
	Iteration 36Q: 3 clusters Score -3077146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -3077164.000000 Penalty: 11657.352539
	Iteration 37Q: 3 clusters Score -3077164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3077164.000000 Penalty: 11657.352539
	Iteration 38Q: 3 clusters Score -3077164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -3077184.750000 Penalty: 11657.352539
	Iteration 39Q: 3 clusters Score -3077185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -3077178.750000 Penalty: 11657.352539
	Iteration 40F: 3 clusters Score -3077179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -3077184.000000 Penalty: 11657.352539
	Iteration 41Q: 3 clusters Score -3077184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -3077185.750000 Penalty: 11657.352539
	Iteration 42Q: 3 clusters Score -3077186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3077195.750000 Penalty: 11657.352539
	Iteration 43Q: 3 clusters Score -3077196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3077199.500000 Penalty: 11657.352539
	Iteration 44Q: 3 clusters Score -3077200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -3077202.750000 Penalty: 11657.352539
	Iteration 45Q: 3 clusters Score -3077203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3077205.000000 Penalty: 11657.352539
	Iteration 46Q: 3 clusters Score -3077205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -3077214.500000 Penalty: 11657.352539
	Iteration 47Q: 3 clusters Score -3077214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3077208.750000 Penalty: 11657.352539
	Iteration 48Q: 3 clusters Score -3077209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3077212.500000 Penalty: 11657.352539
	Iteration 49Q: 3 clusters Score -3077212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3077218.000000 Penalty: 11657.352539
	Iteration 50Q: 3 clusters Score -3077218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -3077225.250000 Penalty: 11657.352539
	Iteration 51Q: 3 clusters Score -3077225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3077233.000000 Penalty: 11657.352539
	Iteration 52Q: 3 clusters Score -3077233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3077232.750000 Penalty: 11657.352539
	Iteration 53Q: 3 clusters Score -3077233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -3077238.750000 Penalty: 11657.352539
	Iteration 54Q: 3 clusters Score -3077239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -3077240.500000 Penalty: 11657.352539
	Iteration 55Q: 3 clusters Score -3077240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -3077237.750000 Penalty: 11657.352539
	Iteration 56Q: 3 clusters Score -3077238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -3077244.250000 Penalty: 11657.352539
	Iteration 57Q: 3 clusters Score -3077244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3077239.250000 Penalty: 11657.352539
	Iteration 58Q: 3 clusters Score -3077239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -3077244.750000 Penalty: 11657.352539
	Iteration 59Q: 3 clusters Score -3077245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -3077238.750000 Penalty: 11657.352539
	Iteration 60F: 3 clusters Score -3077239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3077238.750000 Penalty: 11657.352539
	Iteration 61Q: 3 clusters Score -3077239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3077238.750000 Penalty: 11657.352539
	Iteration 62F: 3 clusters Score -3077239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -74999.898438 Penalty: 3647.950195
	Iteration 0F: 2 clusters Score -74999.9 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 181 members 
Entering Unmasked Estep 
Score: -72117.187500 Penalty: 7295.900391
	Iteration 0F: 3 clusters Score -72117.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -72329.070312 Penalty: 7295.900391
	Iteration 1F: 3 clusters Score -72329.07 nChanged 13
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: -72421.601562 Penalty: 7295.900391
	Iteration 2Q: 3 clusters Score -72421.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -72522.195312 Penalty: 7295.900391
	Iteration 3Q: 3 clusters Score -72522.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -72602.937500 Penalty: 7295.900391
	Iteration 4Q: 3 clusters Score -72602.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -72654.648438 Penalty: 7295.900391
	Iteration 5Q: 3 clusters Score -72654.65 nChanged 2
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: -72675.984375 Penalty: 7295.900391
	Iteration 6Q: 3 clusters Score -72675.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -72691.023438 Penalty: 7295.900391
	Iteration 7Q: 3 clusters Score -72691.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -72694.835938 Penalty: 7295.900391
	Iteration 8Q: 3 clusters Score -72694.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -72694.835938 Penalty: 7295.900391
	Iteration 9F: 3 clusters Score -72694.84 nChanged 0
--- Evaluating fit on full set of 1849261 points ---
Entering Unmasked Estep 
Score: -413240672.000000 Penalty: 229802.484375
21->27 Clusters: Score -413240672.000000, best is -413224928.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 616420 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 29381 members 
Mstep: Class 3 contains 29529 members 
Mstep: Class 4 contains 29552 members 
Mstep: Class 5 contains 29414 members 
Mstep: Class 6 contains 29320 members 
Mstep: Class 7 contains 29112 members 
Mstep: Class 8 contains 29521 members 
Mstep: Class 9 contains 28975 members 
Mstep: Class 10 contains 29408 members 
Mstep: Class 11 contains 29267 members 
Mstep: Class 12 contains 29462 members 
Mstep: Class 13 contains 29445 members 
Mstep: Class 14 contains 28968 members 
Mstep: Class 15 contains 29732 members 
Mstep: Class 16 contains 29368 members 
Mstep: Class 17 contains 29448 members 
Mstep: Class 18 contains 29240 members 
Mstep: Class 19 contains 29463 members 
Mstep: Class 20 contains 29109 members 
Mstep: Class 21 contains 29476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1420.064941 but Gain 8165.656250
Score: -130291656.000000 Penalty: 163313.125000
Iteration 0F: 21 clusters Score -1.302917e+08 nChanged 584031
Entering Unmasked Mstep 
Mstep: Class 0 contains 3462 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 23395 members 
Mstep: Class 3 contains 33259 members 
Mstep: Class 4 contains 10780 members 
Mstep: Class 5 contains 18631 members 
Mstep: Class 7 contains 6117 members 
Mstep: Class 8 contains 4122 members 
Mstep: Class 9 contains 16372 members 
Mstep: Class 10 contains 14251 members 
Mstep: Class 11 contains 6774 members 
Mstep: Class 12 contains 15987 members 
Mstep: Class 13 contains 97144 members 
Mstep: Class 14 contains 61926 members 
Mstep: Class 15 contains 29684 members 
Mstep: Class 16 contains 7323 members 
Mstep: Class 17 contains 98236 members 
Mstep: Class 18 contains 10975 members 
Mstep: Class 19 contains 8398 members 
Mstep: Class 20 contains 17370 members 
Mstep: Class 21 contains 106601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2639.015137 but Gain 8165.656250
Score: -135483744.000000 Penalty: 155147.468750
Iteration 1F: 20 clusters Score -1.354837e+08 nChanged 250795
Entering Unmasked Mstep 
Mstep: Class 0 contains 1870 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 19236 members 
Mstep: Class 3 contains 28275 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 11587 members 
Mstep: Class 8 contains 2105 members 
Mstep: Class 9 contains 14482 members 
Mstep: Class 10 contains 3442 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 16104 members 
Mstep: Class 13 contains 99069 members 
Mstep: Class 14 contains 63740 members 
Mstep: Class 15 contains 25955 members 
Mstep: Class 16 contains 8151 members 
Mstep: Class 17 contains 147392 members 
Mstep: Class 18 contains 15047 members 
Mstep: Class 19 contains 7773 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 113097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2080.989258 but Gain 8165.656250
Score: -136697424.000000 Penalty: 146981.812500
Iteration 2F: 19 clusters Score -1.366974e+08 nChanged 206008
Entering Unmasked Mstep 
Mstep: Class 0 contains 1037 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 16263 members 
Mstep: Class 3 contains 27366 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 12061 members 
Mstep: Class 8 contains 2636 members 
Mstep: Class 9 contains 17254 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 17651 members 
Mstep: Class 13 contains 103976 members 
Mstep: Class 14 contains 54156 members 
Mstep: Class 15 contains 19352 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 162128 members 
Mstep: Class 18 contains 32927 members 
Mstep: Class 19 contains 3909 members 
Mstep: Class 20 contains 4034 members 
Mstep: Class 21 contains 90422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137289232.000000 Penalty: 146981.812500
Iteration 3F: 19 clusters Score -1.372892e+08 nChanged 148837
Entering Unmasked Mstep 
Mstep: Class 0 contains 1012 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 14704 members 
Mstep: Class 3 contains 26437 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 11425 members 
Mstep: Class 8 contains 2627 members 
Mstep: Class 9 contains 21646 members 
Mstep: Class 11 contains 2428 members 
Mstep: Class 12 contains 21944 members 
Mstep: Class 13 contains 109610 members 
Mstep: Class 14 contains 57133 members 
Mstep: Class 15 contains 15314 members 
Mstep: Class 16 contains 21909 members 
Mstep: Class 17 contains 144408 members 
Mstep: Class 18 contains 45838 members 
Mstep: Class 19 contains 1586 members 
Mstep: Class 20 contains 5105 members 
Mstep: Class 21 contains 72214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137579280.000000 Penalty: 146981.812500
Iteration 4F: 19 clusters Score -1.375793e+08 nChanged 96994
Entering Unmasked Mstep 
Mstep: Class 0 contains 1002 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 14675 members 
Mstep: Class 3 contains 25306 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 9867 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 25362 members 
Mstep: Class 11 contains 2348 members 
Mstep: Class 12 contains 24182 members 
Mstep: Class 13 contains 108963 members 
Mstep: Class 14 contains 56213 members 
Mstep: Class 15 contains 13313 members 
Mstep: Class 16 contains 27735 members 
Mstep: Class 17 contains 140818 members 
Mstep: Class 18 contains 53288 members 
Mstep: Class 19 contains 1003 members 
Mstep: Class 20 contains 6190 members 
Mstep: Class 21 contains 58554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137771184.000000 Penalty: 146981.812500
Iteration 5F: 19 clusters Score -1.377712e+08 nChanged 64974
Entering Unmasked Mstep 
Mstep: Class 0 contains 981 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 15754 members 
Mstep: Class 3 contains 24274 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 8186 members 
Mstep: Class 8 contains 2603 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 25038 members 
Mstep: Class 13 contains 109727 members 
Mstep: Class 14 contains 49504 members 
Mstep: Class 15 contains 13267 members 
Mstep: Class 16 contains 33259 members 
Mstep: Class 17 contains 144567 members 
Mstep: Class 18 contains 56397 members 
Mstep: Class 19 contains 746 members 
Mstep: Class 20 contains 6282 members 
Mstep: Class 21 contains 54290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137889152.000000 Penalty: 146981.812500
Iteration 6F: 19 clusters Score -1.378892e+08 nChanged 44277
Entering Unmasked Mstep 
Mstep: Class 0 contains 941 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 18035 members 
Mstep: Class 3 contains 23434 members 
Mstep: Class 4 contains 1399 members 
Mstep: Class 5 contains 6654 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 23810 members 
Mstep: Class 11 contains 1928 members 
Mstep: Class 12 contains 25425 members 
Mstep: Class 13 contains 116873 members 
Mstep: Class 14 contains 43033 members 
Mstep: Class 15 contains 13456 members 
Mstep: Class 16 contains 37074 members 
Mstep: Class 17 contains 144846 members 
Mstep: Class 18 contains 56299 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 5903 members 
Mstep: Class 21 contains 52737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137980480.000000 Penalty: 146981.812500
Iteration 7F: 19 clusters Score -1.379805e+08 nChanged 35960
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 20406 members 
Mstep: Class 3 contains 22693 members 
Mstep: Class 4 contains 1443 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 18364 members 
Mstep: Class 11 contains 1901 members 
Mstep: Class 12 contains 25584 members 
Mstep: Class 13 contains 128607 members 
Mstep: Class 14 contains 38657 members 
Mstep: Class 15 contains 13364 members 
Mstep: Class 16 contains 38385 members 
Mstep: Class 17 contains 143132 members 
Mstep: Class 18 contains 54507 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 5443 members 
Mstep: Class 21 contains 52306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138040864.000000 Penalty: 146981.812500
Iteration 8F: 19 clusters Score -1.380409e+08 nChanged 28010
Entering Unmasked Mstep 
Mstep: Class 0 contains 666 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 21816 members 
Mstep: Class 3 contains 21826 members 
Mstep: Class 4 contains 1500 members 
Mstep: Class 5 contains 4923 members 
Mstep: Class 8 contains 2484 members 
Mstep: Class 9 contains 12276 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 25831 members 
Mstep: Class 13 contains 140920 members 
Mstep: Class 14 contains 36044 members 
Mstep: Class 15 contains 13559 members 
Mstep: Class 16 contains 38517 members 
Mstep: Class 17 contains 140971 members 
Mstep: Class 18 contains 52299 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 5082 members 
Mstep: Class 21 contains 52614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138073344.000000 Penalty: 146981.812500
Iteration 9Q: 19 clusters Score -1.380733e+08 nChanged 20790
Entering Unmasked Mstep 
Mstep: Class 0 contains 660 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 22738 members 
Mstep: Class 3 contains 20942 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 4858 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 9 contains 7452 members 
Mstep: Class 11 contains 1819 members 
Mstep: Class 12 contains 26243 members 
Mstep: Class 13 contains 151308 members 
Mstep: Class 14 contains 34404 members 
Mstep: Class 15 contains 13838 members 
Mstep: Class 16 contains 38122 members 
Mstep: Class 17 contains 138876 members 
Mstep: Class 18 contains 49975 members 
Mstep: Class 19 contains 666 members 
Mstep: Class 20 contains 4828 members 
Mstep: Class 21 contains 52891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 5723.243164 but Gain 8165.656250
Score: -138089392.000000 Penalty: 138816.156250
Iteration 10Q: 18 clusters Score -1.380894e+08 nChanged 19465
Entering Unmasked Mstep 
Mstep: Class 0 contains 660 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 23525 members 
Mstep: Class 3 contains 20126 members 
Mstep: Class 4 contains 1508 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 11 contains 1695 members 
Mstep: Class 12 contains 26729 members 
Mstep: Class 13 contains 162049 members 
Mstep: Class 14 contains 33243 members 
Mstep: Class 15 contains 14033 members 
Mstep: Class 16 contains 37588 members 
Mstep: Class 17 contains 137635 members 
Mstep: Class 18 contains 48288 members 
Mstep: Class 19 contains 662 members 
Mstep: Class 20 contains 4626 members 
Mstep: Class 21 contains 53109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138103136.000000 Penalty: 138816.156250
Iteration 11Q: 18 clusters Score -1.381031e+08 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 660 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 24170 members 
Mstep: Class 3 contains 19348 members 
Mstep: Class 4 contains 1508 members 
Mstep: Class 5 contains 5474 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 11 contains 1646 members 
Mstep: Class 12 contains 27352 members 
Mstep: Class 13 contains 166564 members 
Mstep: Class 14 contains 32320 members 
Mstep: Class 15 contains 14136 members 
Mstep: Class 16 contains 37062 members 
Mstep: Class 17 contains 136078 members 
Mstep: Class 18 contains 45808 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 20 contains 4455 members 
Mstep: Class 21 contains 53251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138107360.000000 Penalty: 138816.156250
Iteration 12Q: 18 clusters Score -1.381074e+08 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 660 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 24724 members 
Mstep: Class 3 contains 18499 members 
Mstep: Class 4 contains 1509 members 
Mstep: Class 5 contains 5655 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 28093 members 
Mstep: Class 13 contains 169718 members 
Mstep: Class 14 contains 31660 members 
Mstep: Class 15 contains 14247 members 
Mstep: Class 16 contains 36550 members 
Mstep: Class 17 contains 135131 members 
Mstep: Class 18 contains 43888 members 
Mstep: Class 19 contains 664 members 
Mstep: Class 20 contains 4359 members 
Mstep: Class 21 contains 53345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138109488.000000 Penalty: 138816.156250
Iteration 13Q: 18 clusters Score -1.381095e+08 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 660 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 25216 members 
Mstep: Class 3 contains 17672 members 
Mstep: Class 4 contains 1509 members 
Mstep: Class 5 contains 5770 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 28845 members 
Mstep: Class 13 contains 171923 members 
Mstep: Class 14 contains 31100 members 
Mstep: Class 15 contains 14326 members 
Mstep: Class 16 contains 36092 members 
Mstep: Class 17 contains 134609 members 
Mstep: Class 18 contains 42443 members 
Mstep: Class 19 contains 664 members 
Mstep: Class 20 contains 4291 members 
Mstep: Class 21 contains 53415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138111152.000000 Penalty: 138816.156250
Iteration 14Q: 18 clusters Score -1.381112e+08 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 660 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 25641 members 
Mstep: Class 3 contains 16941 members 
Mstep: Class 4 contains 1509 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 11 contains 1579 members 
Mstep: Class 12 contains 29569 members 
Mstep: Class 13 contains 173509 members 
Mstep: Class 14 contains 30682 members 
Mstep: Class 15 contains 14396 members 
Mstep: Class 16 contains 35660 members 
Mstep: Class 17 contains 134325 members 
Mstep: Class 18 contains 41304 members 
Mstep: Class 19 contains 663 members 
Mstep: Class 20 contains 4247 members 
Mstep: Class 21 contains 53465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138112784.000000 Penalty: 138816.156250
Iteration 15Q: 18 clusters Score -1.381128e+08 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 660 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 26023 members 
Mstep: Class 3 contains 16260 members 
Mstep: Class 4 contains 1509 members 
Mstep: Class 5 contains 5843 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 30265 members 
Mstep: Class 13 contains 174701 members 
Mstep: Class 14 contains 30334 members 
Mstep: Class 15 contains 14443 members 
Mstep: Class 16 contains 35293 members 
Mstep: Class 17 contains 134202 members 
Mstep: Class 18 contains 40343 members 
Mstep: Class 19 contains 664 members 
Mstep: Class 20 contains 4212 members 
Mstep: Class 21 contains 53499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138114112.000000 Penalty: 138816.156250
Iteration 16Q: 18 clusters Score -1.381141e+08 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 660 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 26361 members 
Mstep: Class 3 contains 15638 members 
Mstep: Class 4 contains 1509 members 
Mstep: Class 5 contains 5825 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 11 contains 1562 members 
Mstep: Class 12 contains 30897 members 
Mstep: Class 13 contains 175564 members 
Mstep: Class 14 contains 30036 members 
Mstep: Class 15 contains 14473 members 
Mstep: Class 16 contains 34974 members 
Mstep: Class 17 contains 134230 members 
Mstep: Class 18 contains 39576 members 
Mstep: Class 19 contains 664 members 
Mstep: Class 20 contains 4198 members 
Mstep: Class 21 contains 53523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138115376.000000 Penalty: 138816.156250
Iteration 17Q: 18 clusters Score -1.381154e+08 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 660 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 26690 members 
Mstep: Class 3 contains 15062 members 
Mstep: Class 4 contains 1509 members 
Mstep: Class 5 contains 5799 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 31493 members 
Mstep: Class 13 contains 176214 members 
Mstep: Class 14 contains 29773 members 
Mstep: Class 15 contains 14503 members 
Mstep: Class 16 contains 34652 members 
Mstep: Class 17 contains 134313 members 
Mstep: Class 18 contains 38960 members 
Mstep: Class 19 contains 664 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 53542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138115936.000000 Penalty: 138816.156250
Iteration 18Q: 18 clusters Score -1.381159e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 660 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 26992 members 
Mstep: Class 3 contains 14514 members 
Mstep: Class 4 contains 1509 members 
Mstep: Class 5 contains 5778 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 11 contains 1556 members 
Mstep: Class 12 contains 32107 members 
Mstep: Class 13 contains 176691 members 
Mstep: Class 14 contains 29523 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 34353 members 
Mstep: Class 17 contains 134430 members 
Mstep: Class 18 contains 38457 members 
Mstep: Class 19 contains 664 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 53563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138116416.000000 Penalty: 138816.156250
Iteration 19Q: 18 clusters Score -1.381164e+08 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 660 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 27263 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 1509 members 
Mstep: Class 5 contains 5758 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 11 contains 1547 members 
Mstep: Class 12 contains 32719 members 
Mstep: Class 13 contains 177091 members 
Mstep: Class 14 contains 29313 members 
Mstep: Class 15 contains 14543 members 
Mstep: Class 16 contains 34079 members 
Mstep: Class 17 contains 134524 members 
Mstep: Class 18 contains 38022 members 
Mstep: Class 19 contains 664 members 
Mstep: Class 20 contains 4175 members 
Mstep: Class 21 contains 53580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138129472.000000 Penalty: 138816.156250
Iteration 20F: 18 clusters Score -1.381295e+08 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 498 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 27505 members 
Mstep: Class 3 contains 13391 members 
Mstep: Class 4 contains 1509 members 
Mstep: Class 5 contains 5841 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 33397 members 
Mstep: Class 13 contains 177454 members 
Mstep: Class 14 contains 29098 members 
Mstep: Class 15 contains 14546 members 
Mstep: Class 16 contains 33825 members 
Mstep: Class 17 contains 134604 members 
Mstep: Class 18 contains 37613 members 
Mstep: Class 19 contains 819 members 
Mstep: Class 20 contains 4176 members 
Mstep: Class 21 contains 53593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138139728.000000 Penalty: 138816.156250
Iteration 21Q: 18 clusters Score -1.381397e+08 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 27751 members 
Mstep: Class 3 contains 12741 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 8 contains 2480 members 
Mstep: Class 11 contains 1470 members 
Mstep: Class 12 contains 34149 members 
Mstep: Class 13 contains 177697 members 
Mstep: Class 14 contains 28925 members 
Mstep: Class 15 contains 14553 members 
Mstep: Class 16 contains 33568 members 
Mstep: Class 17 contains 134683 members 
Mstep: Class 18 contains 37306 members 
Mstep: Class 19 contains 803 members 
Mstep: Class 20 contains 4175 members 
Mstep: Class 21 contains 53601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138140560.000000 Penalty: 138816.156250
Iteration 22Q: 18 clusters Score -1.381406e+08 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 27949 members 
Mstep: Class 3 contains 12081 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 5919 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 34983 members 
Mstep: Class 13 contains 177887 members 
Mstep: Class 14 contains 28776 members 
Mstep: Class 15 contains 14546 members 
Mstep: Class 16 contains 33331 members 
Mstep: Class 17 contains 134733 members 
Mstep: Class 18 contains 37065 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 53604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138141600.000000 Penalty: 138816.156250
Iteration 23Q: 18 clusters Score -1.381416e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 28145 members 
Mstep: Class 3 contains 11445 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 5952 members 
Mstep: Class 8 contains 2482 members 
Mstep: Class 11 contains 1359 members 
Mstep: Class 12 contains 35851 members 
Mstep: Class 13 contains 178035 members 
Mstep: Class 14 contains 28587 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 33094 members 
Mstep: Class 17 contains 134768 members 
Mstep: Class 18 contains 36882 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4163 members 
Mstep: Class 21 contains 53608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138143312.000000 Penalty: 138816.156250
Iteration 24Q: 18 clusters Score -1.381433e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 28311 members 
Mstep: Class 3 contains 10904 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 5982 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 11 contains 1319 members 
Mstep: Class 12 contains 36722 members 
Mstep: Class 13 contains 178171 members 
Mstep: Class 14 contains 28374 members 
Mstep: Class 15 contains 14489 members 
Mstep: Class 16 contains 32889 members 
Mstep: Class 17 contains 134754 members 
Mstep: Class 18 contains 36673 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4158 members 
Mstep: Class 21 contains 53610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138145456.000000 Penalty: 138816.156250
Iteration 25Q: 18 clusters Score -1.381455e+08 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 28461 members 
Mstep: Class 3 contains 10573 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 5984 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 11 contains 1300 members 
Mstep: Class 12 contains 37474 members 
Mstep: Class 13 contains 178261 members 
Mstep: Class 14 contains 28109 members 
Mstep: Class 15 contains 14472 members 
Mstep: Class 16 contains 32701 members 
Mstep: Class 17 contains 134737 members 
Mstep: Class 18 contains 36476 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4138 members 
Mstep: Class 21 contains 53617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138147600.000000 Penalty: 138816.156250
Iteration 26Q: 18 clusters Score -1.381476e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 28618 members 
Mstep: Class 3 contains 10605 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 38008 members 
Mstep: Class 13 contains 178378 members 
Mstep: Class 14 contains 27765 members 
Mstep: Class 15 contains 14424 members 
Mstep: Class 16 contains 32484 members 
Mstep: Class 17 contains 134678 members 
Mstep: Class 18 contains 36287 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4127 members 
Mstep: Class 21 contains 53622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138149264.000000 Penalty: 138816.156250
Iteration 27Q: 18 clusters Score -1.381493e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 28767 members 
Mstep: Class 3 contains 10752 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 38388 members 
Mstep: Class 13 contains 178509 members 
Mstep: Class 14 contains 27334 members 
Mstep: Class 15 contains 14377 members 
Mstep: Class 16 contains 32296 members 
Mstep: Class 17 contains 134667 members 
Mstep: Class 18 contains 36117 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4113 members 
Mstep: Class 21 contains 53631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138150720.000000 Penalty: 138816.156250
Iteration 28Q: 18 clusters Score -1.381507e+08 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 28899 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 5961 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 38704 members 
Mstep: Class 13 contains 178621 members 
Mstep: Class 14 contains 26849 members 
Mstep: Class 15 contains 14336 members 
Mstep: Class 16 contains 32137 members 
Mstep: Class 17 contains 134661 members 
Mstep: Class 18 contains 35974 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4098 members 
Mstep: Class 21 contains 53642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138151888.000000 Penalty: 138816.156250
Iteration 29Q: 18 clusters Score -1.381519e+08 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 29041 members 
Mstep: Class 3 contains 11344 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 5941 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 38907 members 
Mstep: Class 13 contains 178713 members 
Mstep: Class 14 contains 26436 members 
Mstep: Class 15 contains 14329 members 
Mstep: Class 16 contains 31952 members 
Mstep: Class 17 contains 134579 members 
Mstep: Class 18 contains 35861 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4086 members 
Mstep: Class 21 contains 53649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138152784.000000 Penalty: 138816.156250
Iteration 30Q: 18 clusters Score -1.381528e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 29138 members 
Mstep: Class 3 contains 11779 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 5917 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 39052 members 
Mstep: Class 13 contains 178801 members 
Mstep: Class 14 contains 26052 members 
Mstep: Class 15 contains 14328 members 
Mstep: Class 16 contains 31802 members 
Mstep: Class 17 contains 134461 members 
Mstep: Class 18 contains 35752 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4073 members 
Mstep: Class 21 contains 53652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138153600.000000 Penalty: 138816.156250
Iteration 31Q: 18 clusters Score -1.381536e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 29230 members 
Mstep: Class 3 contains 12198 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 39149 members 
Mstep: Class 13 contains 178865 members 
Mstep: Class 14 contains 25721 members 
Mstep: Class 15 contains 14331 members 
Mstep: Class 16 contains 31687 members 
Mstep: Class 17 contains 134346 members 
Mstep: Class 18 contains 35639 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4065 members 
Mstep: Class 21 contains 53651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138153744.000000 Penalty: 138816.156250
Iteration 32Q: 18 clusters Score -1.381537e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 29358 members 
Mstep: Class 3 contains 12572 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 5913 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 11 contains 1285 members 
Mstep: Class 12 contains 39218 members 
Mstep: Class 13 contains 178901 members 
Mstep: Class 14 contains 25442 members 
Mstep: Class 15 contains 14340 members 
Mstep: Class 16 contains 31564 members 
Mstep: Class 17 contains 134216 members 
Mstep: Class 18 contains 35546 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4059 members 
Mstep: Class 21 contains 53649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138153840.000000 Penalty: 138816.156250
Iteration 33Q: 18 clusters Score -1.381538e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 29484 members 
Mstep: Class 3 contains 12914 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 5902 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 11 contains 1285 members 
Mstep: Class 12 contains 39282 members 
Mstep: Class 13 contains 178913 members 
Mstep: Class 14 contains 25184 members 
Mstep: Class 15 contains 14348 members 
Mstep: Class 16 contains 31491 members 
Mstep: Class 17 contains 134059 members 
Mstep: Class 18 contains 35480 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4055 members 
Mstep: Class 21 contains 53653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138154192.000000 Penalty: 138816.156250
Iteration 34Q: 18 clusters Score -1.381542e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 29586 members 
Mstep: Class 3 contains 13241 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 11 contains 1284 members 
Mstep: Class 12 contains 39331 members 
Mstep: Class 13 contains 178945 members 
Mstep: Class 14 contains 24955 members 
Mstep: Class 15 contains 14351 members 
Mstep: Class 16 contains 31416 members 
Mstep: Class 17 contains 133924 members 
Mstep: Class 18 contains 35415 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4052 members 
Mstep: Class 21 contains 53655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138154480.000000 Penalty: 138816.156250
Iteration 35Q: 18 clusters Score -1.381545e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 29673 members 
Mstep: Class 3 contains 13553 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 5873 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 11 contains 1284 members 
Mstep: Class 12 contains 39360 members 
Mstep: Class 13 contains 178933 members 
Mstep: Class 14 contains 24783 members 
Mstep: Class 15 contains 14355 members 
Mstep: Class 16 contains 31351 members 
Mstep: Class 17 contains 133778 members 
Mstep: Class 18 contains 35375 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4053 members 
Mstep: Class 21 contains 53657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138154752.000000 Penalty: 138816.156250
Iteration 36Q: 18 clusters Score -1.381548e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 29777 members 
Mstep: Class 3 contains 13822 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 5873 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 11 contains 1283 members 
Mstep: Class 12 contains 39391 members 
Mstep: Class 13 contains 178941 members 
Mstep: Class 14 contains 24640 members 
Mstep: Class 15 contains 14365 members 
Mstep: Class 16 contains 31265 members 
Mstep: Class 17 contains 133644 members 
Mstep: Class 18 contains 35311 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4052 members 
Mstep: Class 21 contains 53659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138154944.000000 Penalty: 138816.156250
Iteration 37Q: 18 clusters Score -1.381549e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 29889 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 5868 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 39411 members 
Mstep: Class 13 contains 178955 members 
Mstep: Class 14 contains 24560 members 
Mstep: Class 15 contains 14374 members 
Mstep: Class 16 contains 31183 members 
Mstep: Class 17 contains 133504 members 
Mstep: Class 18 contains 35252 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4048 members 
Mstep: Class 21 contains 53661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138155168.000000 Penalty: 138816.156250
Iteration 38Q: 18 clusters Score -1.381552e+08 nChanged 844
Entering ConstructFrom: 
Score: -138155168.000000 Penalty: 138816.156250
Entering ConstructFrom: 
Trying to split cluster 1 (45134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Entering Unmasked Estep 
Score: -10251531.000000 Penalty: 6564.401855
	Iteration 0F: 2 clusters Score -1.025153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -10218905.000000 Penalty: 13128.803711
	Iteration 0F: 3 clusters Score -1.02189e+07 nChanged 19798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -10229571.000000 Penalty: 13128.803711
	Iteration 1F: 3 clusters Score -1.022957e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -10231188.000000 Penalty: 13128.803711
	Iteration 2F: 3 clusters Score -1.023119e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -10234777.000000 Penalty: 13128.803711
	Iteration 3F: 3 clusters Score -1.023478e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -10241205.000000 Penalty: 13128.803711
	Iteration 4F: 3 clusters Score -1.02412e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -10246690.000000 Penalty: 13128.803711
	Iteration 5F: 3 clusters Score -1.024669e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -10252040.000000 Penalty: 13128.803711
	Iteration 6F: 3 clusters Score -1.025204e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -10256974.000000 Penalty: 13128.803711
	Iteration 7F: 3 clusters Score -1.025697e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -10260398.000000 Penalty: 13128.803711
	Iteration 8F: 3 clusters Score -1.02604e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -10262007.000000 Penalty: 13128.803711
	Iteration 9Q: 3 clusters Score -1.026201e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -10262404.000000 Penalty: 13128.803711
	Iteration 10Q: 3 clusters Score -1.02624e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -10262530.000000 Penalty: 13128.803711
	Iteration 11Q: 3 clusters Score -1.026253e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -10262567.000000 Penalty: 13128.803711
	Iteration 12Q: 3 clusters Score -1.026257e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -10262572.000000 Penalty: 13128.803711
	Iteration 13Q: 3 clusters Score -1.026257e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -10262596.000000 Penalty: 13128.803711
	Iteration 14Q: 3 clusters Score -1.02626e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -10262635.000000 Penalty: 13128.803711
	Iteration 15Q: 3 clusters Score -1.026264e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -10262623.000000 Penalty: 13128.803711
	Iteration 16Q: 3 clusters Score -1.026262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -10262626.000000 Penalty: 13128.803711
	Iteration 17Q: 3 clusters Score -1.026263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -10262626.000000 Penalty: 13128.803711
	Iteration 18Q: 3 clusters Score -1.026263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -10262626.000000 Penalty: 13128.803711
	Iteration 19Q: 3 clusters Score -1.026263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -10262626.000000 Penalty: 13128.803711
	Iteration 20F: 3 clusters Score -1.026263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 29972 members 
Mstep: Class 3 contains 14246 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 5 contains 5852 members 
Mstep: Class 6 contains 37996 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 39433 members 
Mstep: Class 13 contains 178952 members 
Mstep: Class 14 contains 24493 members 
Mstep: Class 15 contains 14378 members 
Mstep: Class 16 contains 31115 members 
Mstep: Class 17 contains 133370 members 
Mstep: Class 18 contains 35211 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4047 members 
Mstep: Class 21 contains 53664 members 
Entering Unmasked Estep 
Score: -138163920.000000 Penalty: 146981.812500
Splitting cluster 1 changes total score from -138155168.000000 to -138163920.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (29972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Entering Unmasked Estep 
Score: -6839680.500000 Penalty: 6313.661621
	Iteration 0F: 2 clusters Score -6839680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -6816804.000000 Penalty: 12627.323242
	Iteration 0F: 3 clusters Score -6816804 nChanged 12616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -6823694.500000 Penalty: 12627.323242
	Iteration 1F: 3 clusters Score -6823694 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -6824536.500000 Penalty: 12627.323242
	Iteration 2F: 3 clusters Score -6824536 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -6825158.500000 Penalty: 12627.323242
	Iteration 3F: 3 clusters Score -6825158 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -6825758.000000 Penalty: 12627.323242
	Iteration 4Q: 3 clusters Score -6825758 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -6826318.500000 Penalty: 12627.323242
	Iteration 5Q: 3 clusters Score -6826318 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -6826850.000000 Penalty: 12627.323242
	Iteration 6Q: 3 clusters Score -6826850 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -6827443.000000 Penalty: 12627.323242
	Iteration 7Q: 3 clusters Score -6827443 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -6828163.000000 Penalty: 12627.323242
	Iteration 8Q: 3 clusters Score -6828163 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -6828973.500000 Penalty: 12627.323242
	Iteration 9Q: 3 clusters Score -6828974 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -6829789.500000 Penalty: 12627.323242
	Iteration 10Q: 3 clusters Score -6829790 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -6830626.500000 Penalty: 12627.323242
	Iteration 11Q: 3 clusters Score -6830626 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -6831379.000000 Penalty: 12627.323242
	Iteration 12Q: 3 clusters Score -6831379 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -6832022.500000 Penalty: 12627.323242
	Iteration 13Q: 3 clusters Score -6832022 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -6832494.000000 Penalty: 12627.323242
	Iteration 14Q: 3 clusters Score -6832494 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -6832852.500000 Penalty: 12627.323242
	Iteration 15Q: 3 clusters Score -6832852 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -6833148.500000 Penalty: 12627.323242
	Iteration 16Q: 3 clusters Score -6833148 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -6833371.500000 Penalty: 12627.323242
	Iteration 17Q: 3 clusters Score -6833372 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -6833572.000000 Penalty: 12627.323242
	Iteration 18Q: 3 clusters Score -6833572 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -6833748.500000 Penalty: 12627.323242
	Iteration 19Q: 3 clusters Score -6833748 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -6833892.000000 Penalty: 12627.323242
	Iteration 20F: 3 clusters Score -6833892 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -6834015.500000 Penalty: 12627.323242
	Iteration 21Q: 3 clusters Score -6834016 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -6834102.000000 Penalty: 12627.323242
	Iteration 22Q: 3 clusters Score -6834102 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -6834157.000000 Penalty: 12627.323242
	Iteration 23Q: 3 clusters Score -6834157 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -6834202.500000 Penalty: 12627.323242
	Iteration 24Q: 3 clusters Score -6834202 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -6834241.500000 Penalty: 12627.323242
	Iteration 25Q: 3 clusters Score -6834242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -6834261.000000 Penalty: 12627.323242
	Iteration 26Q: 3 clusters Score -6834261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -6834270.500000 Penalty: 12627.323242
	Iteration 27Q: 3 clusters Score -6834270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -6834293.000000 Penalty: 12627.323242
	Iteration 28Q: 3 clusters Score -6834293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -6834313.000000 Penalty: 12627.323242
	Iteration 29Q: 3 clusters Score -6834313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -6834313.500000 Penalty: 12627.323242
	Iteration 30Q: 3 clusters Score -6834314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -6834319.000000 Penalty: 12627.323242
	Iteration 31Q: 3 clusters Score -6834319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -6834328.500000 Penalty: 12627.323242
	Iteration 32Q: 3 clusters Score -6834328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -6834333.000000 Penalty: 12627.323242
	Iteration 33Q: 3 clusters Score -6834333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -6834337.000000 Penalty: 12627.323242
	Iteration 34Q: 3 clusters Score -6834337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -6834343.500000 Penalty: 12627.323242
	Iteration 35Q: 3 clusters Score -6834344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -6834341.500000 Penalty: 12627.323242
	Iteration 36Q: 3 clusters Score -6834342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -6834333.500000 Penalty: 12627.323242
	Iteration 37Q: 3 clusters Score -6834334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -6834341.500000 Penalty: 12627.323242
	Iteration 38Q: 3 clusters Score -6834342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -6834343.000000 Penalty: 12627.323242
	Iteration 39Q: 3 clusters Score -6834343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -6834353.000000 Penalty: 12627.323242
	Iteration 40F: 3 clusters Score -6834353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -6834349.000000 Penalty: 12627.323242
	Iteration 41Q: 3 clusters Score -6834349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -6834352.000000 Penalty: 12627.323242
	Iteration 42Q: 3 clusters Score -6834352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -6834350.000000 Penalty: 12627.323242
	Iteration 43Q: 3 clusters Score -6834350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -6834350.000000 Penalty: 12627.323242
	Iteration 44F: 3 clusters Score -6834350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Entering Unmasked Estep 
Score: -3208832.250000 Penalty: 5858.091797
	Iteration 0F: 2 clusters Score -3208832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -3195888.250000 Penalty: 11716.183594
	Iteration 0F: 3 clusters Score -3195888 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -3198948.000000 Penalty: 11716.183594
	Iteration 1F: 3 clusters Score -3198948 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -3199583.000000 Penalty: 11716.183594
	Iteration 2F: 3 clusters Score -3199583 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -3199988.750000 Penalty: 11716.183594
	Iteration 3F: 3 clusters Score -3199989 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -3200322.750000 Penalty: 11716.183594
	Iteration 4Q: 3 clusters Score -3200323 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -3200650.750000 Penalty: 11716.183594
	Iteration 5Q: 3 clusters Score -3200651 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3200932.500000 Penalty: 11716.183594
	Iteration 6Q: 3 clusters Score -3200932 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -3201200.250000 Penalty: 11716.183594
	Iteration 7Q: 3 clusters Score -3201200 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3201428.750000 Penalty: 11716.183594
	Iteration 8Q: 3 clusters Score -3201429 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3201654.500000 Penalty: 11716.183594
	Iteration 9Q: 3 clusters Score -3201654 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3201829.500000 Penalty: 11716.183594
	Iteration 10Q: 3 clusters Score -3201830 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3201975.750000 Penalty: 11716.183594
	Iteration 11Q: 3 clusters Score -3201976 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -3202155.500000 Penalty: 11716.183594
	Iteration 12Q: 3 clusters Score -3202156 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3202321.250000 Penalty: 11716.183594
	Iteration 13Q: 3 clusters Score -3202321 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3202511.000000 Penalty: 11716.183594
	Iteration 14Q: 3 clusters Score -3202511 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -3202744.500000 Penalty: 11716.183594
	Iteration 15Q: 3 clusters Score -3202744 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -3203041.000000 Penalty: 11716.183594
	Iteration 16Q: 3 clusters Score -3203041 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -3203456.250000 Penalty: 11716.183594
	Iteration 17Q: 3 clusters Score -3203456 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -3203905.250000 Penalty: 11716.183594
	Iteration 18Q: 3 clusters Score -3203905 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -3204364.250000 Penalty: 11716.183594
	Iteration 19Q: 3 clusters Score -3204364 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -3204743.000000 Penalty: 11716.183594
	Iteration 20F: 3 clusters Score -3204743 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -3205047.250000 Penalty: 11716.183594
	Iteration 21Q: 3 clusters Score -3205047 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3205264.250000 Penalty: 11716.183594
	Iteration 22Q: 3 clusters Score -3205264 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3205398.500000 Penalty: 11716.183594
	Iteration 23Q: 3 clusters Score -3205398 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3205509.500000 Penalty: 11716.183594
	Iteration 24Q: 3 clusters Score -3205510 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -3205597.750000 Penalty: 11716.183594
	Iteration 25Q: 3 clusters Score -3205598 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3205661.000000 Penalty: 11716.183594
	Iteration 26Q: 3 clusters Score -3205661 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3205736.250000 Penalty: 11716.183594
	Iteration 27Q: 3 clusters Score -3205736 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3205799.250000 Penalty: 11716.183594
	Iteration 28Q: 3 clusters Score -3205799 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3205839.750000 Penalty: 11716.183594
	Iteration 29Q: 3 clusters Score -3205840 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3205878.500000 Penalty: 11716.183594
	Iteration 30Q: 3 clusters Score -3205878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -3205899.500000 Penalty: 11716.183594
	Iteration 31Q: 3 clusters Score -3205900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3205906.000000 Penalty: 11716.183594
	Iteration 32Q: 3 clusters Score -3205906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -3205911.250000 Penalty: 11716.183594
	Iteration 33Q: 3 clusters Score -3205911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -3205932.250000 Penalty: 11716.183594
	Iteration 34Q: 3 clusters Score -3205932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3205938.500000 Penalty: 11716.183594
	Iteration 35Q: 3 clusters Score -3205938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3205937.000000 Penalty: 11716.183594
	Iteration 36Q: 3 clusters Score -3205937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3205943.750000 Penalty: 11716.183594
	Iteration 37Q: 3 clusters Score -3205944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3205946.250000 Penalty: 11716.183594
	Iteration 38Q: 3 clusters Score -3205946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3205943.500000 Penalty: 11716.183594
	Iteration 39Q: 3 clusters Score -3205944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3205941.000000 Penalty: 11716.183594
	Iteration 40F: 3 clusters Score -3205941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3205940.500000 Penalty: 11716.183594
	Iteration 41Q: 3 clusters Score -3205940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3205942.500000 Penalty: 11716.183594
	Iteration 42Q: 3 clusters Score -3205942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3205942.500000 Penalty: 11716.183594
	Iteration 43F: 3 clusters Score -3205942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -309620.437500 Penalty: 4483.416992
	Iteration 0F: 2 clusters Score -309620.4 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 759 members 
Entering Unmasked Estep 
Score: -305205.500000 Penalty: 8966.833984
	Iteration 0F: 3 clusters Score -305205.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -306011.500000 Penalty: 8966.833984
	Iteration 1F: 3 clusters Score -306011.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -306520.093750 Penalty: 8966.833984
	Iteration 2F: 3 clusters Score -306520.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -307057.968750 Penalty: 8966.833984
	Iteration 3F: 3 clusters Score -307058 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -307446.937500 Penalty: 8966.833984
	Iteration 4F: 3 clusters Score -307446.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -307886.406250 Penalty: 8966.833984
	Iteration 5F: 3 clusters Score -307886.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -308534.687500 Penalty: 8966.833984
	Iteration 6F: 3 clusters Score -308534.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -309182.375000 Penalty: 8966.833984
	Iteration 7F: 3 clusters Score -309182.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -309959.687500 Penalty: 8966.833984
	Iteration 8F: 3 clusters Score -309959.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -310732.625000 Penalty: 8966.833984
	Iteration 9Q: 3 clusters Score -310732.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -311005.812500 Penalty: 8966.833984
	Iteration 10Q: 3 clusters Score -311005.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -311091.781250 Penalty: 8966.833984
	Iteration 11Q: 3 clusters Score -311091.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -311187.000000 Penalty: 8966.833984
	Iteration 12Q: 3 clusters Score -311187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -311390.406250 Penalty: 8966.833984
	Iteration 13Q: 3 clusters Score -311390.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -311507.718750 Penalty: 8966.833984
	Iteration 14Q: 3 clusters Score -311507.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -311516.468750 Penalty: 8966.833984
	Iteration 15Q: 3 clusters Score -311516.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -311516.468750 Penalty: 8966.833984
	Iteration 16F: 3 clusters Score -311516.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 29972 members 
Mstep: Class 3 contains 14246 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 5852 members 
Mstep: Class 6 contains 37996 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 39433 members 
Mstep: Class 13 contains 178952 members 
Mstep: Class 14 contains 24493 members 
Mstep: Class 15 contains 14378 members 
Mstep: Class 16 contains 31115 members 
Mstep: Class 17 contains 133370 members 
Mstep: Class 18 contains 35211 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4047 members 
Mstep: Class 21 contains 53664 members 
Entering Unmasked Estep 
Score: -138162304.000000 Penalty: 155147.468750
Splitting cluster 4 changes total score from -138155168.000000 to -138162304.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 5 (5852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Entering Unmasked Estep 
Score: -1257982.500000 Penalty: 5313.154785
	Iteration 0F: 2 clusters Score -1257982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1250552.625000 Penalty: 10626.309570
	Iteration 0F: 3 clusters Score -1250553 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1252379.125000 Penalty: 10626.309570
	Iteration 1F: 3 clusters Score -1252379 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1253168.250000 Penalty: 10626.309570
	Iteration 2F: 3 clusters Score -1253168 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1253659.375000 Penalty: 10626.309570
	Iteration 3F: 3 clusters Score -1253659 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1254158.625000 Penalty: 10626.309570
	Iteration 4F: 3 clusters Score -1254159 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1255094.750000 Penalty: 10626.309570
	Iteration 5F: 3 clusters Score -1255095 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1256433.000000 Penalty: 10626.309570
	Iteration 6F: 3 clusters Score -1256433 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1257176.250000 Penalty: 10626.309570
	Iteration 7F: 3 clusters Score -1257176 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1257534.000000 Penalty: 10626.309570
	Iteration 8Q: 3 clusters Score -1257534 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1257683.000000 Penalty: 10626.309570
	Iteration 9Q: 3 clusters Score -1257683 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1257764.750000 Penalty: 10626.309570
	Iteration 10Q: 3 clusters Score -1257765 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1257839.625000 Penalty: 10626.309570
	Iteration 11Q: 3 clusters Score -1257840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1257918.750000 Penalty: 10626.309570
	Iteration 12Q: 3 clusters Score -1257919 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1258034.625000 Penalty: 10626.309570
	Iteration 13Q: 3 clusters Score -1258035 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1258212.375000 Penalty: 10626.309570
	Iteration 14Q: 3 clusters Score -1258212 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1258337.875000 Penalty: 10626.309570
	Iteration 15Q: 3 clusters Score -1258338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1258372.125000 Penalty: 10626.309570
	Iteration 16Q: 3 clusters Score -1258372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1258386.125000 Penalty: 10626.309570
	Iteration 17Q: 3 clusters Score -1258386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1258391.125000 Penalty: 10626.309570
	Iteration 18Q: 3 clusters Score -1258391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1258397.000000 Penalty: 10626.309570
	Iteration 19Q: 3 clusters Score -1258397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1258396.125000 Penalty: 10626.309570
	Iteration 20F: 3 clusters Score -1258396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1258397.750000 Penalty: 10626.309570
	Iteration 21Q: 3 clusters Score -1258398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1258401.625000 Penalty: 10626.309570
	Iteration 22Q: 3 clusters Score -1258402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1258404.125000 Penalty: 10626.309570
	Iteration 23Q: 3 clusters Score -1258404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1258405.250000 Penalty: 10626.309570
	Iteration 24Q: 3 clusters Score -1258405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1258405.500000 Penalty: 10626.309570
	Iteration 25Q: 3 clusters Score -1258406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1258407.000000 Penalty: 10626.309570
	Iteration 26Q: 3 clusters Score -1258407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1258409.250000 Penalty: 10626.309570
	Iteration 27Q: 3 clusters Score -1258409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1258409.375000 Penalty: 10626.309570
	Iteration 28Q: 3 clusters Score -1258409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1258414.375000 Penalty: 10626.309570
	Iteration 29Q: 3 clusters Score -1258414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1258416.125000 Penalty: 10626.309570
	Iteration 30Q: 3 clusters Score -1258416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1258419.375000 Penalty: 10626.309570
	Iteration 31Q: 3 clusters Score -1258419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1258418.000000 Penalty: 10626.309570
	Iteration 32Q: 3 clusters Score -1258418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1258418.000000 Penalty: 10626.309570
	Iteration 33F: 3 clusters Score -1258418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 29972 members 
Mstep: Class 3 contains 14246 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 37996 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 39433 members 
Mstep: Class 13 contains 178952 members 
Mstep: Class 14 contains 24493 members 
Mstep: Class 15 contains 14378 members 
Mstep: Class 16 contains 31115 members 
Mstep: Class 17 contains 133370 members 
Mstep: Class 18 contains 35211 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4047 members 
Mstep: Class 21 contains 53664 members 
Entering Unmasked Estep 
Score: -138159888.000000 Penalty: 163313.125000
Splitting cluster 5 changes total score from -138155168.000000 to -138159888.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -481063.343750 Penalty: 4787.555176
	Iteration 0F: 2 clusters Score -481063.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -476076.062500 Penalty: 9575.110352
	Iteration 0F: 3 clusters Score -476076.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -478954.500000 Penalty: 9575.110352
	Iteration 1F: 3 clusters Score -478954.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -480959.406250 Penalty: 9575.110352
	Iteration 2F: 3 clusters Score -480959.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -482565.062500 Penalty: 9575.110352
	Iteration 3F: 3 clusters Score -482565.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -485081.281250 Penalty: 9575.110352
	Iteration 4F: 3 clusters Score -485081.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -489835.781250 Penalty: 9575.110352
	Iteration 5F: 3 clusters Score -489835.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -492195.593750 Penalty: 9575.110352
	Iteration 6Q: 3 clusters Score -492195.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -492656.406250 Penalty: 9575.110352
	Iteration 7Q: 3 clusters Score -492656.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -493193.093750 Penalty: 9575.110352
	Iteration 8Q: 3 clusters Score -493193.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -493466.500000 Penalty: 9575.110352
	Iteration 9Q: 3 clusters Score -493466.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -494110.093750 Penalty: 9575.110352
	Iteration 10Q: 3 clusters Score -494110.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -495940.250000 Penalty: 9575.110352
	Iteration 11Q: 3 clusters Score -495940.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -496019.218750 Penalty: 9575.110352
	Iteration 12Q: 3 clusters Score -496019.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -496022.343750 Penalty: 9575.110352
	Iteration 13F: 3 clusters Score -496022.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -496033.187500 Penalty: 9575.110352
	Iteration 14Q: 3 clusters Score -496033.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -496033.187500 Penalty: 9575.110352
	Iteration 15F: 3 clusters Score -496033.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 29972 members 
Mstep: Class 3 contains 14246 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 37996 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 1361 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 39433 members 
Mstep: Class 13 contains 178952 members 
Mstep: Class 14 contains 24493 members 
Mstep: Class 15 contains 14378 members 
Mstep: Class 16 contains 31115 members 
Mstep: Class 17 contains 133370 members 
Mstep: Class 18 contains 35211 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4047 members 
Mstep: Class 21 contains 53664 members 
Entering Unmasked Estep 
Score: -138171424.000000 Penalty: 171478.781250
Splitting cluster 8 changes total score from -138155168.000000 to -138171424.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 11 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -270784.531250 Penalty: 4382.680176
	Iteration 0F: 2 clusters Score -270784.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -266491.468750 Penalty: 8765.360352
	Iteration 0F: 3 clusters Score -266491.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -267171.343750 Penalty: 8765.360352
	Iteration 1F: 3 clusters Score -267171.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -268356.031250 Penalty: 8765.360352
	Iteration 2F: 3 clusters Score -268356 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -269060.156250 Penalty: 8765.360352
	Iteration 3F: 3 clusters Score -269060.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -269506.937500 Penalty: 8765.360352
	Iteration 4F: 3 clusters Score -269506.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -269868.562500 Penalty: 8765.360352
	Iteration 5F: 3 clusters Score -269868.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -270182.343750 Penalty: 8765.360352
	Iteration 6Q: 3 clusters Score -270182.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -270360.593750 Penalty: 8765.360352
	Iteration 7Q: 3 clusters Score -270360.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -270434.125000 Penalty: 8765.360352
	Iteration 8Q: 3 clusters Score -270434.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -270467.843750 Penalty: 8765.360352
	Iteration 9Q: 3 clusters Score -270467.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -270496.468750 Penalty: 8765.360352
	Iteration 10Q: 3 clusters Score -270496.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -270527.625000 Penalty: 8765.360352
	Iteration 11Q: 3 clusters Score -270527.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -270583.468750 Penalty: 8765.360352
	Iteration 12Q: 3 clusters Score -270583.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -270636.437500 Penalty: 8765.360352
	Iteration 13Q: 3 clusters Score -270636.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -270674.875000 Penalty: 8765.360352
	Iteration 14Q: 3 clusters Score -270674.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -270712.593750 Penalty: 8765.360352
	Iteration 15Q: 3 clusters Score -270712.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -270750.937500 Penalty: 8765.360352
	Iteration 16Q: 3 clusters Score -270750.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -270788.218750 Penalty: 8765.360352
	Iteration 17Q: 3 clusters Score -270788.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -270815.843750 Penalty: 8765.360352
	Iteration 18Q: 3 clusters Score -270815.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -270838.375000 Penalty: 8765.360352
	Iteration 19Q: 3 clusters Score -270838.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -270856.156250 Penalty: 8765.360352
	Iteration 20F: 3 clusters Score -270856.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -270888.468750 Penalty: 8765.360352
	Iteration 21Q: 3 clusters Score -270888.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -270922.031250 Penalty: 8765.360352
	Iteration 22Q: 3 clusters Score -270922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -270948.593750 Penalty: 8765.360352
	Iteration 23Q: 3 clusters Score -270948.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -270970.031250 Penalty: 8765.360352
	Iteration 24Q: 3 clusters Score -270970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -270982.718750 Penalty: 8765.360352
	Iteration 25Q: 3 clusters Score -270982.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -270984.343750 Penalty: 8765.360352
	Iteration 26Q: 3 clusters Score -270984.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -270987.093750 Penalty: 8765.360352
	Iteration 27Q: 3 clusters Score -270987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -270988.687500 Penalty: 8765.360352
	Iteration 28Q: 3 clusters Score -270988.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -270988.687500 Penalty: 8765.360352
	Iteration 29F: 3 clusters Score -270988.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 29972 members 
Mstep: Class 3 contains 14246 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 37996 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 1361 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39433 members 
Mstep: Class 13 contains 178952 members 
Mstep: Class 14 contains 24493 members 
Mstep: Class 15 contains 14378 members 
Mstep: Class 16 contains 31115 members 
Mstep: Class 17 contains 133370 members 
Mstep: Class 18 contains 35211 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4047 members 
Mstep: Class 21 contains 53664 members 
Mstep: Class 22 contains 357 members 
Entering Unmasked Estep 
Score: -138167808.000000 Penalty: 179644.437500
Splitting cluster 11 changes total score from -138155168.000000 to -138167808.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (39433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Entering Unmasked Estep 
Score: -8934688.000000 Penalty: 6481.694336
	Iteration 0F: 2 clusters Score -8934688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -8905950.000000 Penalty: 12963.388672
	Iteration 0F: 3 clusters Score -8905950 nChanged 16941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -8915110.000000 Penalty: 12963.388672
	Iteration 1F: 3 clusters Score -8915110 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -8916013.000000 Penalty: 12963.388672
	Iteration 2F: 3 clusters Score -8916013 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -8916754.000000 Penalty: 12963.388672
	Iteration 3Q: 3 clusters Score -8916754 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -8917568.000000 Penalty: 12963.388672
	Iteration 4Q: 3 clusters Score -8917568 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -8918330.000000 Penalty: 12963.388672
	Iteration 5Q: 3 clusters Score -8918330 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -8919296.000000 Penalty: 12963.388672
	Iteration 6Q: 3 clusters Score -8919296 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -8920407.000000 Penalty: 12963.388672
	Iteration 7Q: 3 clusters Score -8920407 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -8921575.000000 Penalty: 12963.388672
	Iteration 8Q: 3 clusters Score -8921575 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -8922702.000000 Penalty: 12963.388672
	Iteration 9Q: 3 clusters Score -8922702 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -8923702.000000 Penalty: 12963.388672
	Iteration 10Q: 3 clusters Score -8923702 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -8924491.000000 Penalty: 12963.388672
	Iteration 11Q: 3 clusters Score -8924491 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -8925153.000000 Penalty: 12963.388672
	Iteration 12Q: 3 clusters Score -8925153 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -8925682.000000 Penalty: 12963.388672
	Iteration 13Q: 3 clusters Score -8925682 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -8926112.000000 Penalty: 12963.388672
	Iteration 14Q: 3 clusters Score -8926112 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -8926450.000000 Penalty: 12963.388672
	Iteration 15Q: 3 clusters Score -8926450 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -8926893.000000 Penalty: 12963.388672
	Iteration 16Q: 3 clusters Score -8926893 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -8927375.000000 Penalty: 12963.388672
	Iteration 17Q: 3 clusters Score -8927375 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -8927951.000000 Penalty: 12963.388672
	Iteration 18Q: 3 clusters Score -8927951 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -8928650.000000 Penalty: 12963.388672
	Iteration 19Q: 3 clusters Score -8928650 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -8929222.000000 Penalty: 12963.388672
	Iteration 20F: 3 clusters Score -8929222 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -8929925.000000 Penalty: 12963.388672
	Iteration 21Q: 3 clusters Score -8929925 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -8930644.000000 Penalty: 12963.388672
	Iteration 22Q: 3 clusters Score -8930644 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -8931350.000000 Penalty: 12963.388672
	Iteration 23Q: 3 clusters Score -8931350 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -8932059.000000 Penalty: 12963.388672
	Iteration 24Q: 3 clusters Score -8932059 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -8932702.000000 Penalty: 12963.388672
	Iteration 25Q: 3 clusters Score -8932702 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -8933263.000000 Penalty: 12963.388672
	Iteration 26Q: 3 clusters Score -8933263 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -8933634.000000 Penalty: 12963.388672
	Iteration 27Q: 3 clusters Score -8933634 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -8933767.000000 Penalty: 12963.388672
	Iteration 28Q: 3 clusters Score -8933767 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -8933856.000000 Penalty: 12963.388672
	Iteration 29Q: 3 clusters Score -8933856 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -8933882.000000 Penalty: 12963.388672
	Iteration 30Q: 3 clusters Score -8933882 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -8933920.000000 Penalty: 12963.388672
	Iteration 31Q: 3 clusters Score -8933920 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -8933955.000000 Penalty: 12963.388672
	Iteration 32Q: 3 clusters Score -8933955 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -8933974.000000 Penalty: 12963.388672
	Iteration 33Q: 3 clusters Score -8933974 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -8934007.000000 Penalty: 12963.388672
	Iteration 34Q: 3 clusters Score -8934007 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -8934004.000000 Penalty: 12963.388672
	Iteration 35Q: 3 clusters Score -8934004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -8934011.000000 Penalty: 12963.388672
	Iteration 36Q: 3 clusters Score -8934011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -8934009.000000 Penalty: 12963.388672
	Iteration 37Q: 3 clusters Score -8934009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -8934025.000000 Penalty: 12963.388672
	Iteration 38Q: 3 clusters Score -8934025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -8934029.000000 Penalty: 12963.388672
	Iteration 39Q: 3 clusters Score -8934029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -8934026.000000 Penalty: 12963.388672
	Iteration 40F: 3 clusters Score -8934026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -8934022.000000 Penalty: 12963.388672
	Iteration 41Q: 3 clusters Score -8934022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -8934039.000000 Penalty: 12963.388672
	Iteration 42Q: 3 clusters Score -8934039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -8934044.000000 Penalty: 12963.388672
	Iteration 43Q: 3 clusters Score -8934044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -8934022.000000 Penalty: 12963.388672
	Iteration 44Q: 3 clusters Score -8934022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -8934032.000000 Penalty: 12963.388672
	Iteration 45Q: 3 clusters Score -8934032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -8934034.000000 Penalty: 12963.388672
	Iteration 46Q: 3 clusters Score -8934034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -8934028.000000 Penalty: 12963.388672
	Iteration 47Q: 3 clusters Score -8934028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -8934029.000000 Penalty: 12963.388672
	Iteration 48Q: 3 clusters Score -8934029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -8934020.000000 Penalty: 12963.388672
	Iteration 49Q: 3 clusters Score -8934020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -8934029.000000 Penalty: 12963.388672
	Iteration 50Q: 3 clusters Score -8934029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -8934030.000000 Penalty: 12963.388672
	Iteration 51Q: 3 clusters Score -8934030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -8934030.000000 Penalty: 12963.388672
	Iteration 52F: 3 clusters Score -8934030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (178952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178952 members 
Entering Unmasked Estep 
Score: -40496496.000000 Penalty: 7408.109375
	Iteration 0F: 2 clusters Score -4.04965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89804 members 
Mstep: Class 2 contains 89148 members 
Entering Unmasked Estep 
Score: -40376076.000000 Penalty: 14816.218750
	Iteration 0F: 3 clusters Score -4.037608e+07 nChanged 83805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 86123 members 
Entering Unmasked Estep 
Score: -40423032.000000 Penalty: 14816.218750
	Iteration 1F: 3 clusters Score -4.042303e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94948 members 
Mstep: Class 2 contains 84004 members 
Entering Unmasked Estep 
Score: -40424736.000000 Penalty: 14816.218750
	Iteration 2Q: 3 clusters Score -4.042474e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97896 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -40426748.000000 Penalty: 14816.218750
	Iteration 3Q: 3 clusters Score -4.042675e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102316 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -40429452.000000 Penalty: 14816.218750
	Iteration 4Q: 3 clusters Score -4.042945e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108702 members 
Mstep: Class 2 contains 70250 members 
Entering Unmasked Estep 
Score: -40432568.000000 Penalty: 14816.218750
	Iteration 5Q: 3 clusters Score -4.043257e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117472 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -40437792.000000 Penalty: 14816.218750
	Iteration 6F: 3 clusters Score -4.043779e+07 nChanged 11940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128984 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -40445692.000000 Penalty: 14816.218750
	Iteration 7F: 3 clusters Score -4.044569e+07 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142874 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -40457008.000000 Penalty: 14816.218750
	Iteration 8F: 3 clusters Score -4.045701e+07 nChanged 14032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156868 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -40469872.000000 Penalty: 14816.218750
	Iteration 9F: 3 clusters Score -4.046987e+07 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167720 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -40480472.000000 Penalty: 14816.218750
	Iteration 10F: 3 clusters Score -4.048047e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173765 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -40486104.000000 Penalty: 14816.218750
	Iteration 11Q: 3 clusters Score -4.04861e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176303 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -40488392.000000 Penalty: 14816.218750
	Iteration 12Q: 3 clusters Score -4.048839e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177263 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -40489268.000000 Penalty: 14816.218750
	Iteration 13Q: 3 clusters Score -4.048927e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177641 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -40489600.000000 Penalty: 14816.218750
	Iteration 14Q: 3 clusters Score -4.04896e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177822 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -40489768.000000 Penalty: 14816.218750
	Iteration 15Q: 3 clusters Score -4.048977e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177921 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -40489920.000000 Penalty: 14816.218750
	Iteration 16Q: 3 clusters Score -4.048992e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177972 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -40489964.000000 Penalty: 14816.218750
	Iteration 17Q: 3 clusters Score -4.048996e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178003 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -40490028.000000 Penalty: 14816.218750
	Iteration 18Q: 3 clusters Score -4.049003e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178019 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -40490016.000000 Penalty: 14816.218750
	Iteration 19Q: 3 clusters Score -4.049002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178033 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -40490068.000000 Penalty: 14816.218750
	Iteration 20F: 3 clusters Score -4.049007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178039 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -40490056.000000 Penalty: 14816.218750
	Iteration 21Q: 3 clusters Score -4.049006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178044 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -40490068.000000 Penalty: 14816.218750
	Iteration 22Q: 3 clusters Score -4.049007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178048 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -40490052.000000 Penalty: 14816.218750
	Iteration 23Q: 3 clusters Score -4.049005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178052 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -40490120.000000 Penalty: 14816.218750
	Iteration 24Q: 3 clusters Score -4.049012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178055 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -40490140.000000 Penalty: 14816.218750
	Iteration 25Q: 3 clusters Score -4.049014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178063 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -40490136.000000 Penalty: 14816.218750
	Iteration 26Q: 3 clusters Score -4.049014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178070 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -40490160.000000 Penalty: 14816.218750
	Iteration 27Q: 3 clusters Score -4.049016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178074 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -40490152.000000 Penalty: 14816.218750
	Iteration 28Q: 3 clusters Score -4.049015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178076 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -40490128.000000 Penalty: 14816.218750
	Iteration 29Q: 3 clusters Score -4.049013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178081 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -40490152.000000 Penalty: 14816.218750
	Iteration 30Q: 3 clusters Score -4.049015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178083 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -40490144.000000 Penalty: 14816.218750
	Iteration 31Q: 3 clusters Score -4.049014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178088 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -40490160.000000 Penalty: 14816.218750
	Iteration 32Q: 3 clusters Score -4.049016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178089 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -40490136.000000 Penalty: 14816.218750
	Iteration 33Q: 3 clusters Score -4.049014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178089 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -40490136.000000 Penalty: 14816.218750
	Iteration 34F: 3 clusters Score -4.049014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Entering Unmasked Estep 
Score: -5566175.500000 Penalty: 6190.012695
	Iteration 0F: 2 clusters Score -5566176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -5546848.000000 Penalty: 12380.025391
	Iteration 0F: 3 clusters Score -5546848 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -5552257.000000 Penalty: 12380.025391
	Iteration 1F: 3 clusters Score -5552257 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -5553012.500000 Penalty: 12380.025391
	Iteration 2F: 3 clusters Score -5553012 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -5553646.000000 Penalty: 12380.025391
	Iteration 3F: 3 clusters Score -5553646 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -5554173.000000 Penalty: 12380.025391
	Iteration 4Q: 3 clusters Score -5554173 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -5554795.000000 Penalty: 12380.025391
	Iteration 5Q: 3 clusters Score -5554795 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -5555485.500000 Penalty: 12380.025391
	Iteration 6Q: 3 clusters Score -5555486 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -5556370.500000 Penalty: 12380.025391
	Iteration 7F: 3 clusters Score -5556370 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -5557408.000000 Penalty: 12380.025391
	Iteration 8F: 3 clusters Score -5557408 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -5558714.000000 Penalty: 12380.025391
	Iteration 9F: 3 clusters Score -5558714 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -5560003.500000 Penalty: 12380.025391
	Iteration 10F: 3 clusters Score -5560004 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -5560982.500000 Penalty: 12380.025391
	Iteration 11Q: 3 clusters Score -5560982 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -5561621.500000 Penalty: 12380.025391
	Iteration 12Q: 3 clusters Score -5561622 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -5562054.500000 Penalty: 12380.025391
	Iteration 13Q: 3 clusters Score -5562054 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -5562348.000000 Penalty: 12380.025391
	Iteration 14Q: 3 clusters Score -5562348 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -5562550.500000 Penalty: 12380.025391
	Iteration 15Q: 3 clusters Score -5562550 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -5562700.000000 Penalty: 12380.025391
	Iteration 16Q: 3 clusters Score -5562700 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -5562836.000000 Penalty: 12380.025391
	Iteration 17Q: 3 clusters Score -5562836 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -5562944.000000 Penalty: 12380.025391
	Iteration 18Q: 3 clusters Score -5562944 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -5563082.000000 Penalty: 12380.025391
	Iteration 19Q: 3 clusters Score -5563082 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -5563181.500000 Penalty: 12380.025391
	Iteration 20F: 3 clusters Score -5563182 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -5563309.000000 Penalty: 12380.025391
	Iteration 21Q: 3 clusters Score -5563309 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -5563479.500000 Penalty: 12380.025391
	Iteration 22Q: 3 clusters Score -5563480 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -5563637.500000 Penalty: 12380.025391
	Iteration 23Q: 3 clusters Score -5563638 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -5563787.000000 Penalty: 12380.025391
	Iteration 24Q: 3 clusters Score -5563787 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -5563900.000000 Penalty: 12380.025391
	Iteration 25Q: 3 clusters Score -5563900 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -5564004.000000 Penalty: 12380.025391
	Iteration 26Q: 3 clusters Score -5564004 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -5564130.000000 Penalty: 12380.025391
	Iteration 27Q: 3 clusters Score -5564130 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -5564248.500000 Penalty: 12380.025391
	Iteration 28Q: 3 clusters Score -5564248 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -5564328.000000 Penalty: 12380.025391
	Iteration 29Q: 3 clusters Score -5564328 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -5564395.500000 Penalty: 12380.025391
	Iteration 30Q: 3 clusters Score -5564396 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -5564470.500000 Penalty: 12380.025391
	Iteration 31Q: 3 clusters Score -5564470 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -5564519.000000 Penalty: 12380.025391
	Iteration 32Q: 3 clusters Score -5564519 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -5564579.000000 Penalty: 12380.025391
	Iteration 33Q: 3 clusters Score -5564579 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -5564638.500000 Penalty: 12380.025391
	Iteration 34Q: 3 clusters Score -5564638 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -5564699.500000 Penalty: 12380.025391
	Iteration 35Q: 3 clusters Score -5564700 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -5564788.500000 Penalty: 12380.025391
	Iteration 36Q: 3 clusters Score -5564788 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -5564836.500000 Penalty: 12380.025391
	Iteration 37Q: 3 clusters Score -5564836 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -5564922.000000 Penalty: 12380.025391
	Iteration 38Q: 3 clusters Score -5564922 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -5565041.000000 Penalty: 12380.025391
	Iteration 39Q: 3 clusters Score -5565041 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -5565155.500000 Penalty: 12380.025391
	Iteration 40F: 3 clusters Score -5565156 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -5565325.500000 Penalty: 12380.025391
	Iteration 41Q: 3 clusters Score -5565326 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -5565586.500000 Penalty: 12380.025391
	Iteration 42Q: 3 clusters Score -5565586 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -5565940.500000 Penalty: 12380.025391
	Iteration 43Q: 3 clusters Score -5565940 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -5566369.000000 Penalty: 12380.025391
	Iteration 44Q: 3 clusters Score -5566369 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -5566737.000000 Penalty: 12380.025391
	Iteration 45Q: 3 clusters Score -5566737 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -5566972.500000 Penalty: 12380.025391
	Iteration 46Q: 3 clusters Score -5566972 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -5567101.000000 Penalty: 12380.025391
	Iteration 47Q: 3 clusters Score -5567101 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -5567166.500000 Penalty: 12380.025391
	Iteration 48Q: 3 clusters Score -5567166 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -5567227.000000 Penalty: 12380.025391
	Iteration 49Q: 3 clusters Score -5567227 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -5567249.000000 Penalty: 12380.025391
	Iteration 50Q: 3 clusters Score -5567249 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -5567252.500000 Penalty: 12380.025391
	Iteration 51Q: 3 clusters Score -5567252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -5567258.000000 Penalty: 12380.025391
	Iteration 52Q: 3 clusters Score -5567258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -5567267.000000 Penalty: 12380.025391
	Iteration 53Q: 3 clusters Score -5567267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -5567262.500000 Penalty: 12380.025391
	Iteration 54Q: 3 clusters Score -5567262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -5567254.500000 Penalty: 12380.025391
	Iteration 55Q: 3 clusters Score -5567254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -5567267.500000 Penalty: 12380.025391
	Iteration 56Q: 3 clusters Score -5567268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -5567270.000000 Penalty: 12380.025391
	Iteration 57Q: 3 clusters Score -5567270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -5567264.000000 Penalty: 12380.025391
	Iteration 58Q: 3 clusters Score -5567264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -5567273.000000 Penalty: 12380.025391
	Iteration 59Q: 3 clusters Score -5567273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -5567268.500000 Penalty: 12380.025391
	Iteration 60F: 3 clusters Score -5567268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -5567268.500000 Penalty: 12380.025391
	Iteration 61Q: 3 clusters Score -5567268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -5567276.500000 Penalty: 12380.025391
	Iteration 62Q: 3 clusters Score -5567276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -5567274.500000 Penalty: 12380.025391
	Iteration 63Q: 3 clusters Score -5567274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -5567270.500000 Penalty: 12380.025391
	Iteration 64Q: 3 clusters Score -5567270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -5567275.500000 Penalty: 12380.025391
	Iteration 65Q: 3 clusters Score -5567276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -5567278.500000 Penalty: 12380.025391
	Iteration 66Q: 3 clusters Score -5567278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -5567275.000000 Penalty: 12380.025391
	Iteration 67Q: 3 clusters Score -5567275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -5567279.500000 Penalty: 12380.025391
	Iteration 68Q: 3 clusters Score -5567280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -5567276.000000 Penalty: 12380.025391
	Iteration 69Q: 3 clusters Score -5567276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -5567276.000000 Penalty: 12380.025391
	Iteration 70F: 3 clusters Score -5567276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 29972 members 
Mstep: Class 3 contains 14246 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 37996 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 1361 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39433 members 
Mstep: Class 13 contains 178952 members 
Mstep: Class 14 contains 9610 members 
Mstep: Class 15 contains 14378 members 
Mstep: Class 16 contains 31115 members 
Mstep: Class 17 contains 133370 members 
Mstep: Class 18 contains 35211 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4047 members 
Mstep: Class 21 contains 53664 members 
Mstep: Class 22 contains 357 members 
Mstep: Class 23 contains 14883 members 
Entering Unmasked Estep 
Score: -138166704.000000 Penalty: 187810.093750
Splitting cluster 14 changes total score from -138155168.000000 to -138166704.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (14378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Entering Unmasked Estep 
Score: -3107333.500000 Penalty: 5863.741211
	Iteration 0F: 2 clusters Score -3107334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -3094400.000000 Penalty: 11727.482422
	Iteration 0F: 3 clusters Score -3094400 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3097769.000000 Penalty: 11727.482422
	Iteration 1F: 3 clusters Score -3097769 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -3098596.250000 Penalty: 11727.482422
	Iteration 2F: 3 clusters Score -3098596 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -3099318.250000 Penalty: 11727.482422
	Iteration 3F: 3 clusters Score -3099318 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3099920.000000 Penalty: 11727.482422
	Iteration 4F: 3 clusters Score -3099920 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -3100426.000000 Penalty: 11727.482422
	Iteration 5Q: 3 clusters Score -3100426 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3100845.500000 Penalty: 11727.482422
	Iteration 6Q: 3 clusters Score -3100846 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -3101219.500000 Penalty: 11727.482422
	Iteration 7Q: 3 clusters Score -3101220 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3101565.500000 Penalty: 11727.482422
	Iteration 8Q: 3 clusters Score -3101566 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3101850.250000 Penalty: 11727.482422
	Iteration 9Q: 3 clusters Score -3101850 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -3102090.500000 Penalty: 11727.482422
	Iteration 10Q: 3 clusters Score -3102090 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3102310.250000 Penalty: 11727.482422
	Iteration 11Q: 3 clusters Score -3102310 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -3102471.750000 Penalty: 11727.482422
	Iteration 12Q: 3 clusters Score -3102472 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -3102598.500000 Penalty: 11727.482422
	Iteration 13Q: 3 clusters Score -3102598 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3102687.000000 Penalty: 11727.482422
	Iteration 14Q: 3 clusters Score -3102687 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -3102782.250000 Penalty: 11727.482422
	Iteration 15Q: 3 clusters Score -3102782 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -3102847.500000 Penalty: 11727.482422
	Iteration 16Q: 3 clusters Score -3102848 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -3102916.500000 Penalty: 11727.482422
	Iteration 17Q: 3 clusters Score -3102916 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -3102970.000000 Penalty: 11727.482422
	Iteration 18Q: 3 clusters Score -3102970 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -3103005.250000 Penalty: 11727.482422
	Iteration 19Q: 3 clusters Score -3103005 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -3103034.750000 Penalty: 11727.482422
	Iteration 20F: 3 clusters Score -3103035 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3103065.750000 Penalty: 11727.482422
	Iteration 21Q: 3 clusters Score -3103066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3103085.750000 Penalty: 11727.482422
	Iteration 22Q: 3 clusters Score -3103086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -3103112.250000 Penalty: 11727.482422
	Iteration 23Q: 3 clusters Score -3103112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -3103141.000000 Penalty: 11727.482422
	Iteration 24Q: 3 clusters Score -3103141 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3103162.250000 Penalty: 11727.482422
	Iteration 25Q: 3 clusters Score -3103162 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3103182.750000 Penalty: 11727.482422
	Iteration 26Q: 3 clusters Score -3103183 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -3103200.750000 Penalty: 11727.482422
	Iteration 27Q: 3 clusters Score -3103201 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -3103211.250000 Penalty: 11727.482422
	Iteration 28Q: 3 clusters Score -3103211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -3103221.250000 Penalty: 11727.482422
	Iteration 29Q: 3 clusters Score -3103221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3103236.750000 Penalty: 11727.482422
	Iteration 30Q: 3 clusters Score -3103237 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3103253.750000 Penalty: 11727.482422
	Iteration 31Q: 3 clusters Score -3103254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3103255.000000 Penalty: 11727.482422
	Iteration 32Q: 3 clusters Score -3103255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -3103264.750000 Penalty: 11727.482422
	Iteration 33Q: 3 clusters Score -3103265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -3103267.750000 Penalty: 11727.482422
	Iteration 34Q: 3 clusters Score -3103268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3103274.750000 Penalty: 11727.482422
	Iteration 35Q: 3 clusters Score -3103275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -3103283.250000 Penalty: 11727.482422
	Iteration 36Q: 3 clusters Score -3103283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -3103288.250000 Penalty: 11727.482422
	Iteration 37Q: 3 clusters Score -3103288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3103292.750000 Penalty: 11727.482422
	Iteration 38Q: 3 clusters Score -3103293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3103299.000000 Penalty: 11727.482422
	Iteration 39Q: 3 clusters Score -3103299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3103298.750000 Penalty: 11727.482422
	Iteration 40F: 3 clusters Score -3103299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3103305.500000 Penalty: 11727.482422
	Iteration 41Q: 3 clusters Score -3103306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3103305.000000 Penalty: 11727.482422
	Iteration 42Q: 3 clusters Score -3103305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3103309.250000 Penalty: 11727.482422
	Iteration 43Q: 3 clusters Score -3103309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3103315.500000 Penalty: 11727.482422
	Iteration 44Q: 3 clusters Score -3103316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3103309.750000 Penalty: 11727.482422
	Iteration 45Q: 3 clusters Score -3103310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -3103310.000000 Penalty: 11727.482422
	Iteration 46Q: 3 clusters Score -3103310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -3103313.250000 Penalty: 11727.482422
	Iteration 47Q: 3 clusters Score -3103313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3103314.750000 Penalty: 11727.482422
	Iteration 48Q: 3 clusters Score -3103315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3103315.500000 Penalty: 11727.482422
	Iteration 49Q: 3 clusters Score -3103316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3103318.000000 Penalty: 11727.482422
	Iteration 50Q: 3 clusters Score -3103318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3103321.750000 Penalty: 11727.482422
	Iteration 51Q: 3 clusters Score -3103322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3103322.500000 Penalty: 11727.482422
	Iteration 52Q: 3 clusters Score -3103322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3103326.500000 Penalty: 11727.482422
	Iteration 53Q: 3 clusters Score -3103326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3103323.250000 Penalty: 11727.482422
	Iteration 54Q: 3 clusters Score -3103323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3103323.000000 Penalty: 11727.482422
	Iteration 55Q: 3 clusters Score -3103323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3103323.000000 Penalty: 11727.482422
	Iteration 56F: 3 clusters Score -3103323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Entering Unmasked Estep 
Score: -7033901.500000 Penalty: 6336.585449
	Iteration 0F: 2 clusters Score -7033902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -7010331.000000 Penalty: 12673.170898
	Iteration 0F: 3 clusters Score -7010331 nChanged 13190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -7017361.000000 Penalty: 12673.170898
	Iteration 1F: 3 clusters Score -7017361 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -7018120.500000 Penalty: 12673.170898
	Iteration 2F: 3 clusters Score -7018120 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -7018714.000000 Penalty: 12673.170898
	Iteration 3Q: 3 clusters Score -7018714 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -7019200.500000 Penalty: 12673.170898
	Iteration 4Q: 3 clusters Score -7019200 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -7019790.000000 Penalty: 12673.170898
	Iteration 5Q: 3 clusters Score -7019790 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -7020515.500000 Penalty: 12673.170898
	Iteration 6Q: 3 clusters Score -7020516 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -7021425.500000 Penalty: 12673.170898
	Iteration 7Q: 3 clusters Score -7021426 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -7022885.500000 Penalty: 12673.170898
	Iteration 8Q: 3 clusters Score -7022886 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -7025040.000000 Penalty: 12673.170898
	Iteration 9F: 3 clusters Score -7025040 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -7027305.000000 Penalty: 12673.170898
	Iteration 10F: 3 clusters Score -7027305 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -7028722.000000 Penalty: 12673.170898
	Iteration 11F: 3 clusters Score -7028722 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -7029559.500000 Penalty: 12673.170898
	Iteration 12Q: 3 clusters Score -7029560 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -7030061.500000 Penalty: 12673.170898
	Iteration 13Q: 3 clusters Score -7030062 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -7030388.000000 Penalty: 12673.170898
	Iteration 14Q: 3 clusters Score -7030388 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -7030633.500000 Penalty: 12673.170898
	Iteration 15Q: 3 clusters Score -7030634 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -7030837.500000 Penalty: 12673.170898
	Iteration 16Q: 3 clusters Score -7030838 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -7031053.000000 Penalty: 12673.170898
	Iteration 17Q: 3 clusters Score -7031053 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -7031292.500000 Penalty: 12673.170898
	Iteration 18Q: 3 clusters Score -7031292 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -7031499.500000 Penalty: 12673.170898
	Iteration 19Q: 3 clusters Score -7031500 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -7031679.000000 Penalty: 12673.170898
	Iteration 20F: 3 clusters Score -7031679 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -7031912.500000 Penalty: 12673.170898
	Iteration 21Q: 3 clusters Score -7031912 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -7032158.000000 Penalty: 12673.170898
	Iteration 22Q: 3 clusters Score -7032158 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -7032487.000000 Penalty: 12673.170898
	Iteration 23Q: 3 clusters Score -7032487 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -7032907.000000 Penalty: 12673.170898
	Iteration 24Q: 3 clusters Score -7032907 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -7033353.000000 Penalty: 12673.170898
	Iteration 25Q: 3 clusters Score -7033353 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -7033818.500000 Penalty: 12673.170898
	Iteration 26Q: 3 clusters Score -7033818 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -7034234.000000 Penalty: 12673.170898
	Iteration 27Q: 3 clusters Score -7034234 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -7034588.000000 Penalty: 12673.170898
	Iteration 28Q: 3 clusters Score -7034588 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -7034869.000000 Penalty: 12673.170898
	Iteration 29Q: 3 clusters Score -7034869 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -7035117.500000 Penalty: 12673.170898
	Iteration 30Q: 3 clusters Score -7035118 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -7035264.000000 Penalty: 12673.170898
	Iteration 31Q: 3 clusters Score -7035264 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -7035392.000000 Penalty: 12673.170898
	Iteration 32Q: 3 clusters Score -7035392 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -7035526.500000 Penalty: 12673.170898
	Iteration 33Q: 3 clusters Score -7035526 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -7035630.000000 Penalty: 12673.170898
	Iteration 34Q: 3 clusters Score -7035630 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -7035734.500000 Penalty: 12673.170898
	Iteration 35Q: 3 clusters Score -7035734 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -7035809.000000 Penalty: 12673.170898
	Iteration 36Q: 3 clusters Score -7035809 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -7035878.000000 Penalty: 12673.170898
	Iteration 37Q: 3 clusters Score -7035878 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -7035980.000000 Penalty: 12673.170898
	Iteration 38Q: 3 clusters Score -7035980 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -7036062.500000 Penalty: 12673.170898
	Iteration 39Q: 3 clusters Score -7036062 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -7036206.000000 Penalty: 12673.170898
	Iteration 40F: 3 clusters Score -7036206 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -7036473.500000 Penalty: 12673.170898
	Iteration 41Q: 3 clusters Score -7036474 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -7036731.000000 Penalty: 12673.170898
	Iteration 42Q: 3 clusters Score -7036731 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -7036815.000000 Penalty: 12673.170898
	Iteration 43Q: 3 clusters Score -7036815 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -7036866.500000 Penalty: 12673.170898
	Iteration 44Q: 3 clusters Score -7036866 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -7036865.500000 Penalty: 12673.170898
	Iteration 45Q: 3 clusters Score -7036866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -7036908.000000 Penalty: 12673.170898
	Iteration 46Q: 3 clusters Score -7036908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -7036916.000000 Penalty: 12673.170898
	Iteration 47Q: 3 clusters Score -7036916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -7036915.500000 Penalty: 12673.170898
	Iteration 48Q: 3 clusters Score -7036916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -7036927.000000 Penalty: 12673.170898
	Iteration 49Q: 3 clusters Score -7036927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -7036921.500000 Penalty: 12673.170898
	Iteration 50Q: 3 clusters Score -7036922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -7036924.500000 Penalty: 12673.170898
	Iteration 51Q: 3 clusters Score -7036924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -7036921.000000 Penalty: 12673.170898
	Iteration 52Q: 3 clusters Score -7036921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -7036922.500000 Penalty: 12673.170898
	Iteration 53Q: 3 clusters Score -7036922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -7036922.500000 Penalty: 12673.170898
	Iteration 54F: 3 clusters Score -7036922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 29972 members 
Mstep: Class 3 contains 14246 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 37996 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 1361 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39433 members 
Mstep: Class 13 contains 178952 members 
Mstep: Class 14 contains 9610 members 
Mstep: Class 15 contains 14378 members 
Mstep: Class 16 contains 24000 members 
Mstep: Class 17 contains 133370 members 
Mstep: Class 18 contains 35211 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4047 members 
Mstep: Class 21 contains 53664 members 
Mstep: Class 22 contains 357 members 
Mstep: Class 23 contains 14883 members 
Mstep: Class 24 contains 7115 members 
Entering Unmasked Estep 
Score: -138167344.000000 Penalty: 195975.750000
Splitting cluster 16 changes total score from -138155168.000000 to -138167344.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (133370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133370 members 
Entering Unmasked Estep 
Score: -30621572.000000 Penalty: 7228.040527
	Iteration 0F: 2 clusters Score -3.062157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66729 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -30533566.000000 Penalty: 14456.081055
	Iteration 0F: 3 clusters Score -3.053357e+07 nChanged 61744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66925 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -30569578.000000 Penalty: 14456.081055
	Iteration 1F: 3 clusters Score -3.056958e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 66279 members 
Entering Unmasked Estep 
Score: -30575668.000000 Penalty: 14456.081055
	Iteration 2F: 3 clusters Score -3.057567e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -30586824.000000 Penalty: 14456.081055
	Iteration 3F: 3 clusters Score -3.058682e+07 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 67735 members 
Entering Unmasked Estep 
Score: -30601652.000000 Penalty: 14456.081055
	Iteration 4F: 3 clusters Score -3.060165e+07 nChanged 12710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 71917 members 
Entering Unmasked Estep 
Score: -30614146.000000 Penalty: 14456.081055
	Iteration 5F: 3 clusters Score -3.061415e+07 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -30622048.000000 Penalty: 14456.081055
	Iteration 6F: 3 clusters Score -3.062205e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 82339 members 
Entering Unmasked Estep 
Score: -30626774.000000 Penalty: 14456.081055
	Iteration 7F: 3 clusters Score -3.062677e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 86757 members 
Entering Unmasked Estep 
Score: -30629578.000000 Penalty: 14456.081055
	Iteration 8Q: 3 clusters Score -3.062958e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -30631386.000000 Penalty: 14456.081055
	Iteration 9Q: 3 clusters Score -3.063139e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 93065 members 
Entering Unmasked Estep 
Score: -30633014.000000 Penalty: 14456.081055
	Iteration 10Q: 3 clusters Score -3.063301e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 95279 members 
Entering Unmasked Estep 
Score: -30634306.000000 Penalty: 14456.081055
	Iteration 11Q: 3 clusters Score -3.063431e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 97123 members 
Entering Unmasked Estep 
Score: -30635330.000000 Penalty: 14456.081055
	Iteration 12Q: 3 clusters Score -3.063533e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 98689 members 
Entering Unmasked Estep 
Score: -30636158.000000 Penalty: 14456.081055
	Iteration 13Q: 3 clusters Score -3.063616e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 100020 members 
Entering Unmasked Estep 
Score: -30636730.000000 Penalty: 14456.081055
	Iteration 14Q: 3 clusters Score -3.063673e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 101086 members 
Entering Unmasked Estep 
Score: -30637104.000000 Penalty: 14456.081055
	Iteration 15Q: 3 clusters Score -3.06371e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 101923 members 
Entering Unmasked Estep 
Score: -30637360.000000 Penalty: 14456.081055
	Iteration 16Q: 3 clusters Score -3.063736e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 102604 members 
Entering Unmasked Estep 
Score: -30637540.000000 Penalty: 14456.081055
	Iteration 17Q: 3 clusters Score -3.063754e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 103126 members 
Entering Unmasked Estep 
Score: -30637642.000000 Penalty: 14456.081055
	Iteration 18Q: 3 clusters Score -3.063764e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 103496 members 
Entering Unmasked Estep 
Score: -30637632.000000 Penalty: 14456.081055
	Iteration 19Q: 3 clusters Score -3.063763e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 103781 members 
Entering Unmasked Estep 
Score: -30637726.000000 Penalty: 14456.081055
	Iteration 20F: 3 clusters Score -3.063773e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 104016 members 
Entering Unmasked Estep 
Score: -30637748.000000 Penalty: 14456.081055
	Iteration 21Q: 3 clusters Score -3.063775e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 104224 members 
Entering Unmasked Estep 
Score: -30637808.000000 Penalty: 14456.081055
	Iteration 22Q: 3 clusters Score -3.063781e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 104431 members 
Entering Unmasked Estep 
Score: -30637938.000000 Penalty: 14456.081055
	Iteration 23Q: 3 clusters Score -3.063794e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 104592 members 
Entering Unmasked Estep 
Score: -30638028.000000 Penalty: 14456.081055
	Iteration 24Q: 3 clusters Score -3.063803e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 104733 members 
Entering Unmasked Estep 
Score: -30638062.000000 Penalty: 14456.081055
	Iteration 25Q: 3 clusters Score -3.063806e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 104868 members 
Entering Unmasked Estep 
Score: -30638066.000000 Penalty: 14456.081055
	Iteration 26Q: 3 clusters Score -3.063807e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 105016 members 
Entering Unmasked Estep 
Score: -30638088.000000 Penalty: 14456.081055
	Iteration 27Q: 3 clusters Score -3.063809e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 105157 members 
Entering Unmasked Estep 
Score: -30638096.000000 Penalty: 14456.081055
	Iteration 28Q: 3 clusters Score -3.06381e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 105328 members 
Entering Unmasked Estep 
Score: -30638166.000000 Penalty: 14456.081055
	Iteration 29Q: 3 clusters Score -3.063817e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 105455 members 
Entering Unmasked Estep 
Score: -30638242.000000 Penalty: 14456.081055
	Iteration 30Q: 3 clusters Score -3.063824e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 105597 members 
Entering Unmasked Estep 
Score: -30638216.000000 Penalty: 14456.081055
	Iteration 31Q: 3 clusters Score -3.063822e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 105748 members 
Entering Unmasked Estep 
Score: -30638322.000000 Penalty: 14456.081055
	Iteration 32Q: 3 clusters Score -3.063832e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 105916 members 
Entering Unmasked Estep 
Score: -30638392.000000 Penalty: 14456.081055
	Iteration 33Q: 3 clusters Score -3.063839e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 106106 members 
Entering Unmasked Estep 
Score: -30638506.000000 Penalty: 14456.081055
	Iteration 34Q: 3 clusters Score -3.063851e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 106313 members 
Entering Unmasked Estep 
Score: -30638672.000000 Penalty: 14456.081055
	Iteration 35Q: 3 clusters Score -3.063867e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 106622 members 
Entering Unmasked Estep 
Score: -30639074.000000 Penalty: 14456.081055
	Iteration 36Q: 3 clusters Score -3.063907e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 106950 members 
Entering Unmasked Estep 
Score: -30639576.000000 Penalty: 14456.081055
	Iteration 37Q: 3 clusters Score -3.063958e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 107309 members 
Entering Unmasked Estep 
Score: -30639988.000000 Penalty: 14456.081055
	Iteration 38Q: 3 clusters Score -3.063999e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 107597 members 
Entering Unmasked Estep 
Score: -30640306.000000 Penalty: 14456.081055
	Iteration 39Q: 3 clusters Score -3.064031e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 107780 members 
Entering Unmasked Estep 
Score: -30640396.000000 Penalty: 14456.081055
	Iteration 40F: 3 clusters Score -3.06404e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 107880 members 
Entering Unmasked Estep 
Score: -30640470.000000 Penalty: 14456.081055
	Iteration 41Q: 3 clusters Score -3.064047e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 107954 members 
Entering Unmasked Estep 
Score: -30640488.000000 Penalty: 14456.081055
	Iteration 42Q: 3 clusters Score -3.064049e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 108000 members 
Entering Unmasked Estep 
Score: -30640544.000000 Penalty: 14456.081055
	Iteration 43Q: 3 clusters Score -3.064054e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 108025 members 
Entering Unmasked Estep 
Score: -30640540.000000 Penalty: 14456.081055
	Iteration 44Q: 3 clusters Score -3.064054e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 108040 members 
Entering Unmasked Estep 
Score: -30640524.000000 Penalty: 14456.081055
	Iteration 45Q: 3 clusters Score -3.064052e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 108047 members 
Entering Unmasked Estep 
Score: -30640472.000000 Penalty: 14456.081055
	Iteration 46Q: 3 clusters Score -3.064047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 108049 members 
Entering Unmasked Estep 
Score: -30640446.000000 Penalty: 14456.081055
	Iteration 47Q: 3 clusters Score -3.064045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 108052 members 
Entering Unmasked Estep 
Score: -30640470.000000 Penalty: 14456.081055
	Iteration 48Q: 3 clusters Score -3.064047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 108059 members 
Entering Unmasked Estep 
Score: -30640466.000000 Penalty: 14456.081055
	Iteration 49Q: 3 clusters Score -3.064047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 108062 members 
Entering Unmasked Estep 
Score: -30640466.000000 Penalty: 14456.081055
	Iteration 50Q: 3 clusters Score -3.064047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 108062 members 
Entering Unmasked Estep 
Score: -30640468.000000 Penalty: 14456.081055
	Iteration 51Q: 3 clusters Score -3.064047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 108061 members 
Entering Unmasked Estep 
Score: -30640458.000000 Penalty: 14456.081055
	Iteration 52Q: 3 clusters Score -3.064046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 108062 members 
Entering Unmasked Estep 
Score: -30640460.000000 Penalty: 14456.081055
	Iteration 53Q: 3 clusters Score -3.064046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 108062 members 
Entering Unmasked Estep 
Score: -30640460.000000 Penalty: 14456.081055
	Iteration 54F: 3 clusters Score -3.064046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 29972 members 
Mstep: Class 3 contains 14246 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 37996 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 1361 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39433 members 
Mstep: Class 13 contains 178952 members 
Mstep: Class 14 contains 9610 members 
Mstep: Class 15 contains 14378 members 
Mstep: Class 16 contains 24000 members 
Mstep: Class 17 contains 25308 members 
Mstep: Class 18 contains 35211 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 4047 members 
Mstep: Class 21 contains 53664 members 
Mstep: Class 22 contains 357 members 
Mstep: Class 23 contains 14883 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 108062 members 
Entering Unmasked Estep 
Score: -138185904.000000 Penalty: 204141.406250
Splitting cluster 17 changes total score from -138155168.000000 to -138185904.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (35211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Entering Unmasked Estep 
Score: -7894355.000000 Penalty: 6412.332031
	Iteration 0F: 2 clusters Score -7894355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -7868135.000000 Penalty: 12824.664062
	Iteration 0F: 3 clusters Score -7868135 nChanged 14983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -7876090.500000 Penalty: 12824.664062
	Iteration 1F: 3 clusters Score -7876090 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -7876996.000000 Penalty: 12824.664062
	Iteration 2F: 3 clusters Score -7876996 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -7877848.000000 Penalty: 12824.664062
	Iteration 3F: 3 clusters Score -7877848 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -7878854.500000 Penalty: 12824.664062
	Iteration 4F: 3 clusters Score -7878854 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -7879989.000000 Penalty: 12824.664062
	Iteration 5F: 3 clusters Score -7879989 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -7881335.000000 Penalty: 12824.664062
	Iteration 6F: 3 clusters Score -7881335 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -7882849.500000 Penalty: 12824.664062
	Iteration 7F: 3 clusters Score -7882850 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -7884381.000000 Penalty: 12824.664062
	Iteration 8F: 3 clusters Score -7884381 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -7885852.500000 Penalty: 12824.664062
	Iteration 9F: 3 clusters Score -7885852 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -7887077.500000 Penalty: 12824.664062
	Iteration 10Q: 3 clusters Score -7887078 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -7888093.500000 Penalty: 12824.664062
	Iteration 11Q: 3 clusters Score -7888094 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -7888975.500000 Penalty: 12824.664062
	Iteration 12Q: 3 clusters Score -7888976 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -7889562.500000 Penalty: 12824.664062
	Iteration 13Q: 3 clusters Score -7889562 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -7889808.000000 Penalty: 12824.664062
	Iteration 14Q: 3 clusters Score -7889808 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -7889922.500000 Penalty: 12824.664062
	Iteration 15Q: 3 clusters Score -7889922 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -7889957.000000 Penalty: 12824.664062
	Iteration 16Q: 3 clusters Score -7889957 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -7889981.500000 Penalty: 12824.664062
	Iteration 17Q: 3 clusters Score -7889982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7890017.500000 Penalty: 12824.664062
	Iteration 18Q: 3 clusters Score -7890018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -7890015.500000 Penalty: 12824.664062
	Iteration 19Q: 3 clusters Score -7890016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -7890015.500000 Penalty: 12824.664062
	Iteration 20F: 3 clusters Score -7890016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -7890024.000000 Penalty: 12824.664062
	Iteration 21Q: 3 clusters Score -7890024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7890027.500000 Penalty: 12824.664062
	Iteration 22Q: 3 clusters Score -7890028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -7890019.500000 Penalty: 12824.664062
	Iteration 23Q: 3 clusters Score -7890020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7890014.000000 Penalty: 12824.664062
	Iteration 24Q: 3 clusters Score -7890014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7890013.000000 Penalty: 12824.664062
	Iteration 25Q: 3 clusters Score -7890013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -7890016.000000 Penalty: 12824.664062
	Iteration 26Q: 3 clusters Score -7890016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7890016.000000 Penalty: 12824.664062
	Iteration 27Q: 3 clusters Score -7890016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -7890021.500000 Penalty: 12824.664062
	Iteration 28Q: 3 clusters Score -7890022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -7890022.500000 Penalty: 12824.664062
	Iteration 29Q: 3 clusters Score -7890022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -7890023.500000 Penalty: 12824.664062
	Iteration 30Q: 3 clusters Score -7890024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -7890023.000000 Penalty: 12824.664062
	Iteration 31Q: 3 clusters Score -7890023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -7890030.000000 Penalty: 12824.664062
	Iteration 32Q: 3 clusters Score -7890030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -7890034.500000 Penalty: 12824.664062
	Iteration 33Q: 3 clusters Score -7890034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -7890033.000000 Penalty: 12824.664062
	Iteration 34Q: 3 clusters Score -7890033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -7890035.500000 Penalty: 12824.664062
	Iteration 35Q: 3 clusters Score -7890036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7890037.000000 Penalty: 12824.664062
	Iteration 36Q: 3 clusters Score -7890037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7890040.000000 Penalty: 12824.664062
	Iteration 37Q: 3 clusters Score -7890040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7890036.000000 Penalty: 12824.664062
	Iteration 38Q: 3 clusters Score -7890036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7890028.000000 Penalty: 12824.664062
	Iteration 39Q: 3 clusters Score -7890028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -7890022.500000 Penalty: 12824.664062
	Iteration 40F: 3 clusters Score -7890022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -125687.351562 Penalty: 4085.844482
	Iteration 0F: 2 clusters Score -125687.4 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 376 members 
Entering Unmasked Estep 
Score: -122647.664062 Penalty: 8171.688965
	Iteration 0F: 3 clusters Score -122647.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -124699.281250 Penalty: 8171.688965
	Iteration 1F: 3 clusters Score -124699.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -126547.328125 Penalty: 8171.688965
	Iteration 2F: 3 clusters Score -126547.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -127045.414062 Penalty: 8171.688965
	Iteration 3Q: 3 clusters Score -127045.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -127157.578125 Penalty: 8171.688965
	Iteration 4Q: 3 clusters Score -127157.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -127260.531250 Penalty: 8171.688965
	Iteration 5Q: 3 clusters Score -127260.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -127324.218750 Penalty: 8171.688965
	Iteration 6Q: 3 clusters Score -127324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -127328.171875 Penalty: 8171.688965
	Iteration 7Q: 3 clusters Score -127328.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -127328.171875 Penalty: 8171.688965
	Iteration 8F: 3 clusters Score -127328.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 29972 members 
Mstep: Class 3 contains 14246 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 37996 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 1361 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39433 members 
Mstep: Class 13 contains 178952 members 
Mstep: Class 14 contains 9610 members 
Mstep: Class 15 contains 14378 members 
Mstep: Class 16 contains 24000 members 
Mstep: Class 17 contains 25308 members 
Mstep: Class 18 contains 35211 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 4047 members 
Mstep: Class 21 contains 53664 members 
Mstep: Class 22 contains 357 members 
Mstep: Class 23 contains 14883 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 108062 members 
Mstep: Class 26 contains 287 members 
Entering Unmasked Estep 
Score: -138183408.000000 Penalty: 212307.062500
Splitting cluster 19 changes total score from -138155168.000000 to -138183408.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (4047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Entering Unmasked Estep 
Score: -906565.375000 Penalty: 5087.260254
	Iteration 0F: 2 clusters Score -906565.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -900134.562500 Penalty: 10174.520508
	Iteration 0F: 3 clusters Score -900134.6 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -901210.625000 Penalty: 10174.520508
	Iteration 1F: 3 clusters Score -901210.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -901663.687500 Penalty: 10174.520508
	Iteration 2F: 3 clusters Score -901663.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -901903.875000 Penalty: 10174.520508
	Iteration 3F: 3 clusters Score -901903.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -902093.312500 Penalty: 10174.520508
	Iteration 4Q: 3 clusters Score -902093.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -902214.562500 Penalty: 10174.520508
	Iteration 5Q: 3 clusters Score -902214.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -902312.687500 Penalty: 10174.520508
	Iteration 6Q: 3 clusters Score -902312.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -902394.125000 Penalty: 10174.520508
	Iteration 7Q: 3 clusters Score -902394.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -902465.625000 Penalty: 10174.520508
	Iteration 8Q: 3 clusters Score -902465.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -902541.125000 Penalty: 10174.520508
	Iteration 9Q: 3 clusters Score -902541.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -902596.312500 Penalty: 10174.520508
	Iteration 10Q: 3 clusters Score -902596.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -902656.187500 Penalty: 10174.520508
	Iteration 11Q: 3 clusters Score -902656.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -902711.687500 Penalty: 10174.520508
	Iteration 12Q: 3 clusters Score -902711.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -902751.500000 Penalty: 10174.520508
	Iteration 13Q: 3 clusters Score -902751.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -902791.750000 Penalty: 10174.520508
	Iteration 14Q: 3 clusters Score -902791.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -902826.937500 Penalty: 10174.520508
	Iteration 15Q: 3 clusters Score -902826.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -902854.125000 Penalty: 10174.520508
	Iteration 16Q: 3 clusters Score -902854.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -902875.375000 Penalty: 10174.520508
	Iteration 17Q: 3 clusters Score -902875.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -902897.250000 Penalty: 10174.520508
	Iteration 18Q: 3 clusters Score -902897.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -902917.062500 Penalty: 10174.520508
	Iteration 19Q: 3 clusters Score -902917.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -902939.062500 Penalty: 10174.520508
	Iteration 20F: 3 clusters Score -902939.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -902961.625000 Penalty: 10174.520508
	Iteration 21Q: 3 clusters Score -902961.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -902997.625000 Penalty: 10174.520508
	Iteration 22Q: 3 clusters Score -902997.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -903043.250000 Penalty: 10174.520508
	Iteration 23Q: 3 clusters Score -903043.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -903134.000000 Penalty: 10174.520508
	Iteration 24Q: 3 clusters Score -903134 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -903212.875000 Penalty: 10174.520508
	Iteration 25Q: 3 clusters Score -903212.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -903291.250000 Penalty: 10174.520508
	Iteration 26Q: 3 clusters Score -903291.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -903346.875000 Penalty: 10174.520508
	Iteration 27Q: 3 clusters Score -903346.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -903400.562500 Penalty: 10174.520508
	Iteration 28Q: 3 clusters Score -903400.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -903442.125000 Penalty: 10174.520508
	Iteration 29Q: 3 clusters Score -903442.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -903473.187500 Penalty: 10174.520508
	Iteration 30Q: 3 clusters Score -903473.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -903517.500000 Penalty: 10174.520508
	Iteration 31Q: 3 clusters Score -903517.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -903543.687500 Penalty: 10174.520508
	Iteration 32Q: 3 clusters Score -903543.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -903570.750000 Penalty: 10174.520508
	Iteration 33Q: 3 clusters Score -903570.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -903593.437500 Penalty: 10174.520508
	Iteration 34Q: 3 clusters Score -903593.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -903626.812500 Penalty: 10174.520508
	Iteration 35Q: 3 clusters Score -903626.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -903647.937500 Penalty: 10174.520508
	Iteration 36Q: 3 clusters Score -903647.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -903668.000000 Penalty: 10174.520508
	Iteration 37Q: 3 clusters Score -903668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -903697.437500 Penalty: 10174.520508
	Iteration 38Q: 3 clusters Score -903697.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -903713.187500 Penalty: 10174.520508
	Iteration 39Q: 3 clusters Score -903713.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -903722.000000 Penalty: 10174.520508
	Iteration 40F: 3 clusters Score -903722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -903728.375000 Penalty: 10174.520508
	Iteration 41Q: 3 clusters Score -903728.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -903731.562500 Penalty: 10174.520508
	Iteration 42Q: 3 clusters Score -903731.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -903738.750000 Penalty: 10174.520508
	Iteration 43Q: 3 clusters Score -903738.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -903745.750000 Penalty: 10174.520508
	Iteration 44Q: 3 clusters Score -903745.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -903748.687500 Penalty: 10174.520508
	Iteration 45Q: 3 clusters Score -903748.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -903754.500000 Penalty: 10174.520508
	Iteration 46Q: 3 clusters Score -903754.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -903755.000000 Penalty: 10174.520508
	Iteration 47Q: 3 clusters Score -903755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -903755.000000 Penalty: 10174.520508
	Iteration 48F: 3 clusters Score -903755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (53664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Entering Unmasked Estep 
Score: -12245055.000000 Penalty: 6670.429688
	Iteration 0F: 2 clusters Score -1.224506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -12206895.000000 Penalty: 13340.859375
	Iteration 0F: 3 clusters Score -1.22069e+07 nChanged 23663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -12219677.000000 Penalty: 13340.859375
	Iteration 1F: 3 clusters Score -1.221968e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -12220549.000000 Penalty: 13340.859375
	Iteration 2Q: 3 clusters Score -1.222055e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -12221180.000000 Penalty: 13340.859375
	Iteration 3Q: 3 clusters Score -1.222118e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -12221747.000000 Penalty: 13340.859375
	Iteration 4Q: 3 clusters Score -1.222175e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -12222370.000000 Penalty: 13340.859375
	Iteration 5Q: 3 clusters Score -1.222237e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -12223083.000000 Penalty: 13340.859375
	Iteration 6Q: 3 clusters Score -1.222308e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -12224184.000000 Penalty: 13340.859375
	Iteration 7Q: 3 clusters Score -1.222418e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -12225682.000000 Penalty: 13340.859375
	Iteration 8F: 3 clusters Score -1.222568e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -12227925.000000 Penalty: 13340.859375
	Iteration 9F: 3 clusters Score -1.222792e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -12230575.000000 Penalty: 13340.859375
	Iteration 10F: 3 clusters Score -1.223058e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -12233325.000000 Penalty: 13340.859375
	Iteration 11F: 3 clusters Score -1.223332e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -12235241.000000 Penalty: 13340.859375
	Iteration 12F: 3 clusters Score -1.223524e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -12236405.000000 Penalty: 13340.859375
	Iteration 13Q: 3 clusters Score -1.22364e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -12237108.000000 Penalty: 13340.859375
	Iteration 14Q: 3 clusters Score -1.223711e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -12237624.000000 Penalty: 13340.859375
	Iteration 15Q: 3 clusters Score -1.223762e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -12238008.000000 Penalty: 13340.859375
	Iteration 16Q: 3 clusters Score -1.223801e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -12238309.000000 Penalty: 13340.859375
	Iteration 17Q: 3 clusters Score -1.223831e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -12238556.000000 Penalty: 13340.859375
	Iteration 18Q: 3 clusters Score -1.223856e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -12238825.000000 Penalty: 13340.859375
	Iteration 19Q: 3 clusters Score -1.223882e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -12239075.000000 Penalty: 13340.859375
	Iteration 20F: 3 clusters Score -1.223908e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -12239370.000000 Penalty: 13340.859375
	Iteration 21Q: 3 clusters Score -1.223937e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -12239557.000000 Penalty: 13340.859375
	Iteration 22Q: 3 clusters Score -1.223956e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -12239698.000000 Penalty: 13340.859375
	Iteration 23Q: 3 clusters Score -1.22397e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -12239810.000000 Penalty: 13340.859375
	Iteration 24Q: 3 clusters Score -1.223981e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -12239896.000000 Penalty: 13340.859375
	Iteration 25Q: 3 clusters Score -1.22399e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -12240015.000000 Penalty: 13340.859375
	Iteration 26Q: 3 clusters Score -1.224002e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -12240067.000000 Penalty: 13340.859375
	Iteration 27Q: 3 clusters Score -1.224007e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -12240104.000000 Penalty: 13340.859375
	Iteration 28Q: 3 clusters Score -1.22401e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -12240120.000000 Penalty: 13340.859375
	Iteration 29Q: 3 clusters Score -1.224012e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -12240129.000000 Penalty: 13340.859375
	Iteration 30Q: 3 clusters Score -1.224013e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -12240168.000000 Penalty: 13340.859375
	Iteration 31Q: 3 clusters Score -1.224017e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -12240173.000000 Penalty: 13340.859375
	Iteration 32Q: 3 clusters Score -1.224017e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -12240206.000000 Penalty: 13340.859375
	Iteration 33Q: 3 clusters Score -1.224021e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -12240237.000000 Penalty: 13340.859375
	Iteration 34Q: 3 clusters Score -1.224024e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -12240254.000000 Penalty: 13340.859375
	Iteration 35Q: 3 clusters Score -1.224025e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -12240274.000000 Penalty: 13340.859375
	Iteration 36Q: 3 clusters Score -1.224027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -12240265.000000 Penalty: 13340.859375
	Iteration 37Q: 3 clusters Score -1.224026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -12240289.000000 Penalty: 13340.859375
	Iteration 38Q: 3 clusters Score -1.224029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -12240295.000000 Penalty: 13340.859375
	Iteration 39Q: 3 clusters Score -1.22403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -12240292.000000 Penalty: 13340.859375
	Iteration 40F: 3 clusters Score -1.224029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -12240300.000000 Penalty: 13340.859375
	Iteration 41Q: 3 clusters Score -1.22403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -12240290.000000 Penalty: 13340.859375
	Iteration 42Q: 3 clusters Score -1.224029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -12240298.000000 Penalty: 13340.859375
	Iteration 43Q: 3 clusters Score -1.22403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -12240300.000000 Penalty: 13340.859375
	Iteration 44Q: 3 clusters Score -1.22403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -12240306.000000 Penalty: 13340.859375
	Iteration 45Q: 3 clusters Score -1.224031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -12240307.000000 Penalty: 13340.859375
	Iteration 46Q: 3 clusters Score -1.224031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -12240307.000000 Penalty: 13340.859375
	Iteration 47Q: 3 clusters Score -1.224031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -12240309.000000 Penalty: 13340.859375
	Iteration 48Q: 3 clusters Score -1.224031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -12240303.000000 Penalty: 13340.859375
	Iteration 49Q: 3 clusters Score -1.22403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -12240312.000000 Penalty: 13340.859375
	Iteration 50Q: 3 clusters Score -1.224031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -12240321.000000 Penalty: 13340.859375
	Iteration 51Q: 3 clusters Score -1.224032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -12240317.000000 Penalty: 13340.859375
	Iteration 52Q: 3 clusters Score -1.224032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -12240320.000000 Penalty: 13340.859375
	Iteration 53Q: 3 clusters Score -1.224032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -12240318.000000 Penalty: 13340.859375
	Iteration 54Q: 3 clusters Score -1.224032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -12240335.000000 Penalty: 13340.859375
	Iteration 55Q: 3 clusters Score -1.224034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -12240341.000000 Penalty: 13340.859375
	Iteration 56Q: 3 clusters Score -1.224034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -12240349.000000 Penalty: 13340.859375
	Iteration 57Q: 3 clusters Score -1.224035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -12240349.000000 Penalty: 13340.859375
	Iteration 58F: 3 clusters Score -1.224035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 29972 members 
Mstep: Class 3 contains 14246 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 39433 members 
Mstep: Class 13 contains 178952 members 
Mstep: Class 14 contains 9610 members 
Mstep: Class 15 contains 14378 members 
Mstep: Class 16 contains 24000 members 
Mstep: Class 17 contains 25308 members 
Mstep: Class 18 contains 35211 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 4047 members 
Mstep: Class 21 contains 53664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 5420.283691 but Gain 8165.656250
Score: -138213216.000000 Penalty: 204141.406250
Iteration 39Q: 26 clusters Score -1.382132e+08 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 276 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 30681 members 
Mstep: Class 3 contains 14589 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1545 members 
Mstep: Class 6 contains 37504 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 4469 members 
Mstep: Class 10 contains 1357 members 
Mstep: Class 11 contains 1363 members 
Mstep: Class 12 contains 39737 members 
Mstep: Class 13 contains 180344 members 
Mstep: Class 14 contains 10051 members 
Mstep: Class 15 contains 14740 members 
Mstep: Class 16 contains 23364 members 
Mstep: Class 17 contains 25209 members 
Mstep: Class 18 contains 35134 members 
Mstep: Class 19 contains 599 members 
Mstep: Class 20 contains 4058 members 
Mstep: Class 21 contains 53503 members 
Mstep: Class 23 contains 13603 members 
Mstep: Class 24 contains 6704 members 
Mstep: Class 25 contains 106863 members 
Mstep: Class 26 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138251136.000000 Penalty: 204141.406250
Iteration 40F: 26 clusters Score -1.382511e+08 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 30871 members 
Mstep: Class 3 contains 14549 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1587 members 
Mstep: Class 6 contains 37615 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 1357 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 39330 members 
Mstep: Class 13 contains 177277 members 
Mstep: Class 14 contains 9817 members 
Mstep: Class 15 contains 14046 members 
Mstep: Class 16 contains 22702 members 
Mstep: Class 17 contains 25219 members 
Mstep: Class 18 contains 35106 members 
Mstep: Class 19 contains 592 members 
Mstep: Class 20 contains 3781 members 
Mstep: Class 21 contains 53434 members 
Mstep: Class 23 contains 13474 members 
Mstep: Class 24 contains 6862 members 
Mstep: Class 25 contains 110865 members 
Mstep: Class 26 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138266544.000000 Penalty: 204141.406250
Iteration 41Q: 26 clusters Score -1.382665e+08 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 31064 members 
Mstep: Class 3 contains 14560 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1599 members 
Mstep: Class 6 contains 37645 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 5908 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 39043 members 
Mstep: Class 13 contains 175309 members 
Mstep: Class 14 contains 9735 members 
Mstep: Class 15 contains 13671 members 
Mstep: Class 16 contains 22245 members 
Mstep: Class 17 contains 25360 members 
Mstep: Class 18 contains 35014 members 
Mstep: Class 19 contains 592 members 
Mstep: Class 20 contains 3586 members 
Mstep: Class 21 contains 53409 members 
Mstep: Class 23 contains 13324 members 
Mstep: Class 24 contains 6885 members 
Mstep: Class 25 contains 113328 members 
Mstep: Class 26 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138268896.000000 Penalty: 204141.406250
Iteration 42Q: 26 clusters Score -1.382689e+08 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 31289 members 
Mstep: Class 3 contains 14646 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 1604 members 
Mstep: Class 6 contains 37689 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 1894 members 
Mstep: Class 12 contains 38822 members 
Mstep: Class 13 contains 173911 members 
Mstep: Class 14 contains 9686 members 
Mstep: Class 15 contains 13452 members 
Mstep: Class 16 contains 21817 members 
Mstep: Class 17 contains 25474 members 
Mstep: Class 18 contains 34846 members 
Mstep: Class 19 contains 594 members 
Mstep: Class 20 contains 3414 members 
Mstep: Class 21 contains 53386 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 6855 members 
Mstep: Class 25 contains 115256 members 
Mstep: Class 26 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138270112.000000 Penalty: 204141.406250
Iteration 43Q: 26 clusters Score -1.382701e+08 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 31506 members 
Mstep: Class 3 contains 14757 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 37714 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 1990 members 
Mstep: Class 12 contains 38666 members 
Mstep: Class 13 contains 172837 members 
Mstep: Class 14 contains 9662 members 
Mstep: Class 15 contains 13327 members 
Mstep: Class 16 contains 21433 members 
Mstep: Class 17 contains 25556 members 
Mstep: Class 18 contains 34656 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 3273 members 
Mstep: Class 21 contains 53357 members 
Mstep: Class 23 contains 13067 members 
Mstep: Class 24 contains 6791 members 
Mstep: Class 25 contains 116796 members 
Mstep: Class 26 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138270592.000000 Penalty: 204141.406250
Iteration 44Q: 26 clusters Score -1.382706e+08 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 31703 members 
Mstep: Class 3 contains 14845 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 1606 members 
Mstep: Class 6 contains 37737 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 6578 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 38544 members 
Mstep: Class 13 contains 171995 members 
Mstep: Class 14 contains 9689 members 
Mstep: Class 15 contains 13245 members 
Mstep: Class 16 contains 21104 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 34476 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 3178 members 
Mstep: Class 21 contains 53346 members 
Mstep: Class 23 contains 12991 members 
Mstep: Class 24 contains 6740 members 
Mstep: Class 25 contains 117946 members 
Mstep: Class 26 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138270944.000000 Penalty: 204141.406250
Iteration 45Q: 26 clusters Score -1.382709e+08 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 31873 members 
Mstep: Class 3 contains 14915 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 1606 members 
Mstep: Class 6 contains 37773 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 6697 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 2091 members 
Mstep: Class 12 contains 38460 members 
Mstep: Class 13 contains 171293 members 
Mstep: Class 14 contains 9755 members 
Mstep: Class 15 contains 13177 members 
Mstep: Class 16 contains 20813 members 
Mstep: Class 17 contains 25697 members 
Mstep: Class 18 contains 34336 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 3095 members 
Mstep: Class 21 contains 53338 members 
Mstep: Class 23 contains 12955 members 
Mstep: Class 24 contains 6705 members 
Mstep: Class 25 contains 118851 members 
Mstep: Class 26 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271856.000000 Penalty: 204141.406250
Iteration 46Q: 26 clusters Score -1.382719e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 32048 members 
Mstep: Class 3 contains 14997 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 37802 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 6764 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 2118 members 
Mstep: Class 12 contains 38376 members 
Mstep: Class 13 contains 170770 members 
Mstep: Class 14 contains 9845 members 
Mstep: Class 15 contains 13123 members 
Mstep: Class 16 contains 20537 members 
Mstep: Class 17 contains 25742 members 
Mstep: Class 18 contains 34213 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 3033 members 
Mstep: Class 21 contains 53332 members 
Mstep: Class 23 contains 12912 members 
Mstep: Class 24 contains 6670 members 
Mstep: Class 25 contains 119572 members 
Mstep: Class 26 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138272304.000000 Penalty: 204141.406250
Iteration 47Q: 26 clusters Score -1.382723e+08 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 32233 members 
Mstep: Class 3 contains 15051 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 37821 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 6817 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 38290 members 
Mstep: Class 13 contains 170384 members 
Mstep: Class 14 contains 9925 members 
Mstep: Class 15 contains 13082 members 
Mstep: Class 16 contains 20277 members 
Mstep: Class 17 contains 25770 members 
Mstep: Class 18 contains 34075 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 53330 members 
Mstep: Class 23 contains 12865 members 
Mstep: Class 24 contains 6646 members 
Mstep: Class 25 contains 120198 members 
Mstep: Class 26 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138272432.000000 Penalty: 204141.406250
Iteration 48Q: 26 clusters Score -1.382724e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 32399 members 
Mstep: Class 3 contains 15094 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 1593 members 
Mstep: Class 6 contains 37834 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 38247 members 
Mstep: Class 13 contains 170084 members 
Mstep: Class 14 contains 10018 members 
Mstep: Class 15 contains 13041 members 
Mstep: Class 16 contains 20044 members 
Mstep: Class 17 contains 25787 members 
Mstep: Class 18 contains 33958 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 2955 members 
Mstep: Class 21 contains 53334 members 
Mstep: Class 23 contains 12813 members 
Mstep: Class 24 contains 6622 members 
Mstep: Class 25 contains 120687 members 
Mstep: Class 26 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138272928.000000 Penalty: 204141.406250
Iteration 49Q: 26 clusters Score -1.382729e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 32561 members 
Mstep: Class 3 contains 15137 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 1589 members 
Mstep: Class 6 contains 37846 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 38212 members 
Mstep: Class 13 contains 169835 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 13017 members 
Mstep: Class 16 contains 19821 members 
Mstep: Class 17 contains 25808 members 
Mstep: Class 18 contains 33847 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 2931 members 
Mstep: Class 21 contains 53333 members 
Mstep: Class 23 contains 12773 members 
Mstep: Class 24 contains 6609 members 
Mstep: Class 25 contains 121133 members 
Mstep: Class 26 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273136.000000 Penalty: 204141.406250
Iteration 50Q: 26 clusters Score -1.382731e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 32686 members 
Mstep: Class 3 contains 15162 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 1589 members 
Mstep: Class 6 contains 37853 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 6949 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 12 contains 38181 members 
Mstep: Class 13 contains 169616 members 
Mstep: Class 14 contains 10189 members 
Mstep: Class 15 contains 12994 members 
Mstep: Class 16 contains 19639 members 
Mstep: Class 17 contains 25830 members 
Mstep: Class 18 contains 33755 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 53333 members 
Mstep: Class 23 contains 12736 members 
Mstep: Class 24 contains 6598 members 
Mstep: Class 25 contains 121546 members 
Mstep: Class 26 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273280.000000 Penalty: 204141.406250
Iteration 51Q: 26 clusters Score -1.382733e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 32788 members 
Mstep: Class 3 contains 15192 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 1588 members 
Mstep: Class 6 contains 37870 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 6978 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 2172 members 
Mstep: Class 12 contains 38152 members 
Mstep: Class 13 contains 169431 members 
Mstep: Class 14 contains 10256 members 
Mstep: Class 15 contains 12975 members 
Mstep: Class 16 contains 19485 members 
Mstep: Class 17 contains 25852 members 
Mstep: Class 18 contains 33674 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 2901 members 
Mstep: Class 21 contains 53336 members 
Mstep: Class 23 contains 12710 members 
Mstep: Class 24 contains 6589 members 
Mstep: Class 25 contains 121858 members 
Mstep: Class 26 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273536.000000 Penalty: 204141.406250
Iteration 52Q: 26 clusters Score -1.382735e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 32909 members 
Mstep: Class 3 contains 15230 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 1585 members 
Mstep: Class 6 contains 37874 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 6998 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 12 contains 38134 members 
Mstep: Class 13 contains 169282 members 
Mstep: Class 14 contains 10306 members 
Mstep: Class 15 contains 12947 members 
Mstep: Class 16 contains 19330 members 
Mstep: Class 17 contains 25867 members 
Mstep: Class 18 contains 33601 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 2889 members 
Mstep: Class 21 contains 53338 members 
Mstep: Class 23 contains 12678 members 
Mstep: Class 24 contains 6574 members 
Mstep: Class 25 contains 122123 members 
Mstep: Class 26 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274000.000000 Penalty: 204141.406250
Iteration 53Q: 26 clusters Score -1.38274e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 33046 members 
Mstep: Class 3 contains 15256 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 1583 members 
Mstep: Class 6 contains 37878 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7014 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 38122 members 
Mstep: Class 13 contains 169184 members 
Mstep: Class 14 contains 10334 members 
Mstep: Class 15 contains 12931 members 
Mstep: Class 16 contains 19178 members 
Mstep: Class 17 contains 25873 members 
Mstep: Class 18 contains 33537 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 2878 members 
Mstep: Class 21 contains 53340 members 
Mstep: Class 23 contains 12662 members 
Mstep: Class 24 contains 6553 members 
Mstep: Class 25 contains 122311 members 
Mstep: Class 26 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274144.000000 Penalty: 204141.406250
Iteration 54Q: 26 clusters Score -1.382741e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 33173 members 
Mstep: Class 3 contains 15274 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 1584 members 
Mstep: Class 6 contains 37876 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 12 contains 38118 members 
Mstep: Class 13 contains 169105 members 
Mstep: Class 14 contains 10350 members 
Mstep: Class 15 contains 12923 members 
Mstep: Class 16 contains 19026 members 
Mstep: Class 17 contains 25878 members 
Mstep: Class 18 contains 33479 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 2863 members 
Mstep: Class 21 contains 53340 members 
Mstep: Class 23 contains 12633 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 122496 members 
Mstep: Class 26 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273984.000000 Penalty: 204141.406250
Iteration 55Q: 26 clusters Score -1.38274e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 33311 members 
Mstep: Class 3 contains 15288 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 1583 members 
Mstep: Class 6 contains 37874 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7058 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 2175 members 
Mstep: Class 12 contains 38114 members 
Mstep: Class 13 contains 169048 members 
Mstep: Class 14 contains 10359 members 
Mstep: Class 15 contains 12909 members 
Mstep: Class 16 contains 18871 members 
Mstep: Class 17 contains 25884 members 
Mstep: Class 18 contains 33427 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 2861 members 
Mstep: Class 21 contains 53342 members 
Mstep: Class 23 contains 12620 members 
Mstep: Class 24 contains 6523 members 
Mstep: Class 25 contains 122617 members 
Mstep: Class 26 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274144.000000 Penalty: 204141.406250
Iteration 56Q: 26 clusters Score -1.382741e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 33421 members 
Mstep: Class 3 contains 15299 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 1582 members 
Mstep: Class 6 contains 37875 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 2175 members 
Mstep: Class 12 contains 38109 members 
Mstep: Class 13 contains 169009 members 
Mstep: Class 14 contains 10368 members 
Mstep: Class 15 contains 12892 members 
Mstep: Class 16 contains 18749 members 
Mstep: Class 17 contains 25884 members 
Mstep: Class 18 contains 33367 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 2861 members 
Mstep: Class 21 contains 53345 members 
Mstep: Class 23 contains 12601 members 
Mstep: Class 24 contains 6515 members 
Mstep: Class 25 contains 122747 members 
Mstep: Class 26 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274160.000000 Penalty: 204141.406250
Iteration 57Q: 26 clusters Score -1.382742e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 33522 members 
Mstep: Class 3 contains 15318 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1582 members 
Mstep: Class 6 contains 37870 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7090 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 2175 members 
Mstep: Class 12 contains 38098 members 
Mstep: Class 13 contains 168978 members 
Mstep: Class 14 contains 10368 members 
Mstep: Class 15 contains 12880 members 
Mstep: Class 16 contains 18627 members 
Mstep: Class 17 contains 25885 members 
Mstep: Class 18 contains 33321 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 2860 members 
Mstep: Class 21 contains 53346 members 
Mstep: Class 23 contains 12582 members 
Mstep: Class 24 contains 6505 members 
Mstep: Class 25 contains 122865 members 
Mstep: Class 26 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274176.000000 Penalty: 204141.406250
Iteration 58Q: 26 clusters Score -1.382742e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 33610 members 
Mstep: Class 3 contains 15328 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1583 members 
Mstep: Class 6 contains 37871 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7103 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 2175 members 
Mstep: Class 12 contains 38100 members 
Mstep: Class 13 contains 168959 members 
Mstep: Class 14 contains 10367 members 
Mstep: Class 15 contains 12869 members 
Mstep: Class 16 contains 18525 members 
Mstep: Class 17 contains 25886 members 
Mstep: Class 18 contains 33278 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 2861 members 
Mstep: Class 21 contains 53345 members 
Mstep: Class 23 contains 12561 members 
Mstep: Class 24 contains 6492 members 
Mstep: Class 25 contains 122961 members 
Mstep: Class 26 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274384.000000 Penalty: 204141.406250
Iteration 59Q: 26 clusters Score -1.382744e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 33696 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1583 members 
Mstep: Class 6 contains 37872 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7110 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 12 contains 38096 members 
Mstep: Class 13 contains 168935 members 
Mstep: Class 14 contains 10368 members 
Mstep: Class 15 contains 12862 members 
Mstep: Class 16 contains 18431 members 
Mstep: Class 17 contains 25886 members 
Mstep: Class 18 contains 33239 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 2860 members 
Mstep: Class 21 contains 53345 members 
Mstep: Class 23 contains 12551 members 
Mstep: Class 24 contains 6482 members 
Mstep: Class 25 contains 123045 members 
Mstep: Class 26 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138276576.000000 Penalty: 204141.406250
Iteration 60F: 26 clusters Score -1.382766e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 33791 members 
Mstep: Class 3 contains 15346 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1586 members 
Mstep: Class 6 contains 37872 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7121 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 38092 members 
Mstep: Class 13 contains 168919 members 
Mstep: Class 14 contains 10391 members 
Mstep: Class 15 contains 12851 members 
Mstep: Class 16 contains 18330 members 
Mstep: Class 17 contains 25885 members 
Mstep: Class 18 contains 33205 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 2861 members 
Mstep: Class 21 contains 53345 members 
Mstep: Class 23 contains 12544 members 
Mstep: Class 24 contains 6473 members 
Mstep: Class 25 contains 123030 members 
Mstep: Class 26 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138277792.000000 Penalty: 204141.406250
Iteration 61Q: 26 clusters Score -1.382778e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 33890 members 
Mstep: Class 3 contains 15353 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1582 members 
Mstep: Class 6 contains 37873 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7139 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2181 members 
Mstep: Class 12 contains 38088 members 
Mstep: Class 13 contains 168888 members 
Mstep: Class 14 contains 10418 members 
Mstep: Class 15 contains 12845 members 
Mstep: Class 16 contains 18222 members 
Mstep: Class 17 contains 25884 members 
Mstep: Class 18 contains 33178 members 
Mstep: Class 19 contains 590 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 53345 members 
Mstep: Class 23 contains 12538 members 
Mstep: Class 24 contains 6468 members 
Mstep: Class 25 contains 123017 members 
Mstep: Class 26 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138277904.000000 Penalty: 204141.406250
Iteration 62Q: 26 clusters Score -1.382779e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 33963 members 
Mstep: Class 3 contains 15359 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1582 members 
Mstep: Class 6 contains 37877 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7151 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 38083 members 
Mstep: Class 13 contains 168841 members 
Mstep: Class 14 contains 10443 members 
Mstep: Class 15 contains 12840 members 
Mstep: Class 16 contains 18136 members 
Mstep: Class 17 contains 25891 members 
Mstep: Class 18 contains 33161 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 2846 members 
Mstep: Class 21 contains 53345 members 
Mstep: Class 23 contains 12536 members 
Mstep: Class 24 contains 6465 members 
Mstep: Class 25 contains 123003 members 
Mstep: Class 26 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138278112.000000 Penalty: 204141.406250
Iteration 63Q: 26 clusters Score -1.382781e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 34036 members 
Mstep: Class 3 contains 15360 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1580 members 
Mstep: Class 6 contains 37879 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7164 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 38077 members 
Mstep: Class 13 contains 168816 members 
Mstep: Class 14 contains 10467 members 
Mstep: Class 15 contains 12833 members 
Mstep: Class 16 contains 18061 members 
Mstep: Class 17 contains 25899 members 
Mstep: Class 18 contains 33144 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 2836 members 
Mstep: Class 21 contains 53345 members 
Mstep: Class 23 contains 12530 members 
Mstep: Class 24 contains 6463 members 
Mstep: Class 25 contains 122957 members 
Mstep: Class 26 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138278016.000000 Penalty: 204141.406250
Iteration 64Q: 26 clusters Score -1.38278e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 34102 members 
Mstep: Class 3 contains 15362 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1579 members 
Mstep: Class 6 contains 37879 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7181 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 38076 members 
Mstep: Class 13 contains 168761 members 
Mstep: Class 14 contains 10477 members 
Mstep: Class 15 contains 12828 members 
Mstep: Class 16 contains 17984 members 
Mstep: Class 17 contains 25918 members 
Mstep: Class 18 contains 33128 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 2828 members 
Mstep: Class 21 contains 53344 members 
Mstep: Class 23 contains 12527 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 122931 members 
Mstep: Class 26 contains 730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138278208.000000 Penalty: 204141.406250
Iteration 65Q: 26 clusters Score -1.382782e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 34165 members 
Mstep: Class 3 contains 15365 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1579 members 
Mstep: Class 6 contains 37881 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7193 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 38079 members 
Mstep: Class 13 contains 168711 members 
Mstep: Class 14 contains 10479 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 17915 members 
Mstep: Class 17 contains 25936 members 
Mstep: Class 18 contains 33110 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 2824 members 
Mstep: Class 21 contains 53345 members 
Mstep: Class 23 contains 12518 members 
Mstep: Class 24 contains 6456 members 
Mstep: Class 25 contains 122889 members 
Mstep: Class 26 contains 732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138278608.000000 Penalty: 204141.406250
Iteration 66Q: 26 clusters Score -1.382786e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 34227 members 
Mstep: Class 3 contains 15370 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1579 members 
Mstep: Class 6 contains 37883 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7202 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 38077 members 
Mstep: Class 13 contains 168673 members 
Mstep: Class 14 contains 10480 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 17844 members 
Mstep: Class 17 contains 25957 members 
Mstep: Class 18 contains 33088 members 
Mstep: Class 19 contains 584 members 
Mstep: Class 20 contains 2822 members 
Mstep: Class 21 contains 53346 members 
Mstep: Class 23 contains 12507 members 
Mstep: Class 24 contains 6451 members 
Mstep: Class 25 contains 122821 members 
Mstep: Class 26 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138279168.000000 Penalty: 204141.406250
Iteration 67Q: 26 clusters Score -1.382792e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 34290 members 
Mstep: Class 3 contains 15370 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1579 members 
Mstep: Class 6 contains 37887 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7208 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 38076 members 
Mstep: Class 13 contains 168637 members 
Mstep: Class 14 contains 10489 members 
Mstep: Class 15 contains 12822 members 
Mstep: Class 16 contains 17776 members 
Mstep: Class 17 contains 25995 members 
Mstep: Class 18 contains 33067 members 
Mstep: Class 19 contains 583 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 53345 members 
Mstep: Class 23 contains 12498 members 
Mstep: Class 24 contains 6449 members 
Mstep: Class 25 contains 122688 members 
Mstep: Class 26 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138279248.000000 Penalty: 204141.406250
Iteration 68Q: 26 clusters Score -1.382792e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 34343 members 
Mstep: Class 3 contains 15373 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1579 members 
Mstep: Class 6 contains 37890 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7217 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 38080 members 
Mstep: Class 13 contains 168602 members 
Mstep: Class 14 contains 10495 members 
Mstep: Class 15 contains 12821 members 
Mstep: Class 16 contains 17714 members 
Mstep: Class 17 contains 26046 members 
Mstep: Class 18 contains 33049 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 53345 members 
Mstep: Class 23 contains 12492 members 
Mstep: Class 24 contains 6447 members 
Mstep: Class 25 contains 122525 members 
Mstep: Class 26 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138279296.000000 Penalty: 204141.406250
Iteration 69Q: 26 clusters Score -1.382793e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 34400 members 
Mstep: Class 3 contains 15372 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1579 members 
Mstep: Class 6 contains 37894 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7222 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 38089 members 
Mstep: Class 13 contains 168561 members 
Mstep: Class 14 contains 10500 members 
Mstep: Class 15 contains 12814 members 
Mstep: Class 16 contains 17656 members 
Mstep: Class 17 contains 26114 members 
Mstep: Class 18 contains 33027 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 2813 members 
Mstep: Class 21 contains 53346 members 
Mstep: Class 23 contains 12485 members 
Mstep: Class 24 contains 6445 members 
Mstep: Class 25 contains 122421 members 
Mstep: Class 26 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138279392.000000 Penalty: 204141.406250
Iteration 70Q: 26 clusters Score -1.382794e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 34445 members 
Mstep: Class 3 contains 15369 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1579 members 
Mstep: Class 6 contains 37904 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7224 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 38093 members 
Mstep: Class 13 contains 168534 members 
Mstep: Class 14 contains 10501 members 
Mstep: Class 15 contains 12814 members 
Mstep: Class 16 contains 17609 members 
Mstep: Class 17 contains 26167 members 
Mstep: Class 18 contains 33006 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 2812 members 
Mstep: Class 21 contains 53346 members 
Mstep: Class 23 contains 12476 members 
Mstep: Class 24 contains 6446 members 
Mstep: Class 25 contains 122341 members 
Mstep: Class 26 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138279648.000000 Penalty: 204141.406250
Iteration 71Q: 26 clusters Score -1.382796e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 34482 members 
Mstep: Class 3 contains 15354 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1579 members 
Mstep: Class 6 contains 37908 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7225 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 38108 members 
Mstep: Class 13 contains 168513 members 
Mstep: Class 14 contains 10500 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 17571 members 
Mstep: Class 17 contains 26216 members 
Mstep: Class 18 contains 32980 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 2810 members 
Mstep: Class 21 contains 53347 members 
Mstep: Class 23 contains 12473 members 
Mstep: Class 24 contains 6448 members 
Mstep: Class 25 contains 122278 members 
Mstep: Class 26 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138279664.000000 Penalty: 204141.406250
Iteration 72Q: 26 clusters Score -1.382797e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 34524 members 
Mstep: Class 3 contains 15346 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1579 members 
Mstep: Class 6 contains 37906 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7231 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 38113 members 
Mstep: Class 13 contains 168501 members 
Mstep: Class 14 contains 10499 members 
Mstep: Class 15 contains 12820 members 
Mstep: Class 16 contains 17526 members 
Mstep: Class 17 contains 26251 members 
Mstep: Class 18 contains 32952 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 2806 members 
Mstep: Class 21 contains 53347 members 
Mstep: Class 23 contains 12468 members 
Mstep: Class 24 contains 6450 members 
Mstep: Class 25 contains 122244 members 
Mstep: Class 26 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138279648.000000 Penalty: 204141.406250
Iteration 73Q: 26 clusters Score -1.382796e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 34551 members 
Mstep: Class 3 contains 15338 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1579 members 
Mstep: Class 6 contains 37906 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7236 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 38118 members 
Mstep: Class 13 contains 168500 members 
Mstep: Class 14 contains 10499 members 
Mstep: Class 15 contains 12822 members 
Mstep: Class 16 contains 17495 members 
Mstep: Class 17 contains 26280 members 
Mstep: Class 18 contains 32925 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 2797 members 
Mstep: Class 21 contains 53346 members 
Mstep: Class 23 contains 12451 members 
Mstep: Class 24 contains 6451 members 
Mstep: Class 25 contains 122242 members 
Mstep: Class 26 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138279856.000000 Penalty: 204141.406250
Iteration 74Q: 26 clusters Score -1.382799e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 34579 members 
Mstep: Class 3 contains 15338 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1579 members 
Mstep: Class 6 contains 37906 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7238 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 38124 members 
Mstep: Class 13 contains 168499 members 
Mstep: Class 14 contains 10499 members 
Mstep: Class 15 contains 12825 members 
Mstep: Class 16 contains 17464 members 
Mstep: Class 17 contains 26307 members 
Mstep: Class 18 contains 32904 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 53345 members 
Mstep: Class 23 contains 12433 members 
Mstep: Class 24 contains 6452 members 
Mstep: Class 25 contains 122236 members 
Mstep: Class 26 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138279904.000000 Penalty: 204141.406250
Iteration 75Q: 26 clusters Score -1.382799e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 34604 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1579 members 
Mstep: Class 6 contains 37906 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7243 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 38130 members 
Mstep: Class 13 contains 168486 members 
Mstep: Class 14 contains 10498 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 17433 members 
Mstep: Class 17 contains 26329 members 
Mstep: Class 18 contains 32892 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 2776 members 
Mstep: Class 21 contains 53346 members 
Mstep: Class 23 contains 12423 members 
Mstep: Class 24 contains 6451 members 
Mstep: Class 25 contains 122245 members 
Mstep: Class 26 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138279744.000000 Penalty: 204141.406250
Iteration 76Q: 26 clusters Score -1.382797e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 34626 members 
Mstep: Class 3 contains 15340 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1579 members 
Mstep: Class 6 contains 37906 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 38129 members 
Mstep: Class 13 contains 168478 members 
Mstep: Class 14 contains 10495 members 
Mstep: Class 15 contains 12819 members 
Mstep: Class 16 contains 17409 members 
Mstep: Class 17 contains 26343 members 
Mstep: Class 18 contains 32875 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 2769 members 
Mstep: Class 21 contains 53347 members 
Mstep: Class 23 contains 12418 members 
Mstep: Class 24 contains 6450 members 
Mstep: Class 25 contains 122270 members 
Mstep: Class 26 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138279824.000000 Penalty: 204141.406250
Iteration 77Q: 26 clusters Score -1.382798e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 34651 members 
Mstep: Class 3 contains 15340 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 37905 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7249 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 38130 members 
Mstep: Class 13 contains 168473 members 
Mstep: Class 14 contains 10496 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 17383 members 
Mstep: Class 17 contains 26359 members 
Mstep: Class 18 contains 32862 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 2762 members 
Mstep: Class 21 contains 53347 members 
Mstep: Class 23 contains 12409 members 
Mstep: Class 24 contains 6450 members 
Mstep: Class 25 contains 122283 members 
Mstep: Class 26 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138279840.000000 Penalty: 204141.406250
Iteration 78Q: 26 clusters Score -1.382798e+08 nChanged 102
Entering ConstructFrom: 
Score: -138279840.000000 Penalty: 204141.406250
Entering ConstructFrom: 
Trying to split cluster 1 (8396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Entering Unmasked Estep 
Score: -1926537.375000 Penalty: 5534.250488
	Iteration 0F: 2 clusters Score -1926537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1917317.250000 Penalty: 11068.500977
	Iteration 0F: 3 clusters Score -1917317 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1919160.125000 Penalty: 11068.500977
	Iteration 1F: 3 clusters Score -1919160 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1919561.375000 Penalty: 11068.500977
	Iteration 2F: 3 clusters Score -1919561 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1919783.250000 Penalty: 11068.500977
	Iteration 3Q: 3 clusters Score -1919783 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1919916.125000 Penalty: 11068.500977
	Iteration 4Q: 3 clusters Score -1919916 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1920019.750000 Penalty: 11068.500977
	Iteration 5Q: 3 clusters Score -1920020 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1920101.000000 Penalty: 11068.500977
	Iteration 6Q: 3 clusters Score -1920101 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1920160.125000 Penalty: 11068.500977
	Iteration 7Q: 3 clusters Score -1920160 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1920208.875000 Penalty: 11068.500977
	Iteration 8Q: 3 clusters Score -1920209 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1920246.750000 Penalty: 11068.500977
	Iteration 9Q: 3 clusters Score -1920247 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1920288.250000 Penalty: 11068.500977
	Iteration 10Q: 3 clusters Score -1920288 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1920321.000000 Penalty: 11068.500977
	Iteration 11Q: 3 clusters Score -1920321 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1920349.750000 Penalty: 11068.500977
	Iteration 12Q: 3 clusters Score -1920350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1920371.375000 Penalty: 11068.500977
	Iteration 13Q: 3 clusters Score -1920371 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1920391.875000 Penalty: 11068.500977
	Iteration 14Q: 3 clusters Score -1920392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1920412.375000 Penalty: 11068.500977
	Iteration 15Q: 3 clusters Score -1920412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1920423.625000 Penalty: 11068.500977
	Iteration 16Q: 3 clusters Score -1920424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1920432.125000 Penalty: 11068.500977
	Iteration 17Q: 3 clusters Score -1920432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1920439.250000 Penalty: 11068.500977
	Iteration 18Q: 3 clusters Score -1920439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1920455.625000 Penalty: 11068.500977
	Iteration 19Q: 3 clusters Score -1920456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1920466.625000 Penalty: 11068.500977
	Iteration 20F: 3 clusters Score -1920467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1920476.000000 Penalty: 11068.500977
	Iteration 21Q: 3 clusters Score -1920476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1920491.125000 Penalty: 11068.500977
	Iteration 22Q: 3 clusters Score -1920491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1920507.125000 Penalty: 11068.500977
	Iteration 23Q: 3 clusters Score -1920507 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1920519.250000 Penalty: 11068.500977
	Iteration 24Q: 3 clusters Score -1920519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1920533.375000 Penalty: 11068.500977
	Iteration 25Q: 3 clusters Score -1920533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1920547.750000 Penalty: 11068.500977
	Iteration 26Q: 3 clusters Score -1920548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1920568.250000 Penalty: 11068.500977
	Iteration 27Q: 3 clusters Score -1920568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1920593.500000 Penalty: 11068.500977
	Iteration 28Q: 3 clusters Score -1920594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1920611.750000 Penalty: 11068.500977
	Iteration 29Q: 3 clusters Score -1920612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1920641.375000 Penalty: 11068.500977
	Iteration 30Q: 3 clusters Score -1920641 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1920663.000000 Penalty: 11068.500977
	Iteration 31Q: 3 clusters Score -1920663 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1920691.500000 Penalty: 11068.500977
	Iteration 32Q: 3 clusters Score -1920692 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1920721.000000 Penalty: 11068.500977
	Iteration 33Q: 3 clusters Score -1920721 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1920752.750000 Penalty: 11068.500977
	Iteration 34Q: 3 clusters Score -1920753 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1920777.625000 Penalty: 11068.500977
	Iteration 35Q: 3 clusters Score -1920778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1920815.250000 Penalty: 11068.500977
	Iteration 36Q: 3 clusters Score -1920815 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1920847.500000 Penalty: 11068.500977
	Iteration 37Q: 3 clusters Score -1920848 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1920875.625000 Penalty: 11068.500977
	Iteration 38Q: 3 clusters Score -1920876 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1920920.625000 Penalty: 11068.500977
	Iteration 39Q: 3 clusters Score -1920921 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1920955.000000 Penalty: 11068.500977
	Iteration 40F: 3 clusters Score -1920955 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1920982.125000 Penalty: 11068.500977
	Iteration 41Q: 3 clusters Score -1920982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1921020.000000 Penalty: 11068.500977
	Iteration 42Q: 3 clusters Score -1921020 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1921056.500000 Penalty: 11068.500977
	Iteration 43Q: 3 clusters Score -1921056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1921096.750000 Penalty: 11068.500977
	Iteration 44Q: 3 clusters Score -1921097 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1921131.000000 Penalty: 11068.500977
	Iteration 45Q: 3 clusters Score -1921131 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1921159.750000 Penalty: 11068.500977
	Iteration 46Q: 3 clusters Score -1921160 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1921200.750000 Penalty: 11068.500977
	Iteration 47Q: 3 clusters Score -1921201 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1921227.375000 Penalty: 11068.500977
	Iteration 48Q: 3 clusters Score -1921227 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1921267.750000 Penalty: 11068.500977
	Iteration 49Q: 3 clusters Score -1921268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1921303.750000 Penalty: 11068.500977
	Iteration 50Q: 3 clusters Score -1921304 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1921335.625000 Penalty: 11068.500977
	Iteration 51Q: 3 clusters Score -1921336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1921360.750000 Penalty: 11068.500977
	Iteration 52Q: 3 clusters Score -1921361 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1921394.125000 Penalty: 11068.500977
	Iteration 53Q: 3 clusters Score -1921394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1921427.500000 Penalty: 11068.500977
	Iteration 54Q: 3 clusters Score -1921428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1921455.000000 Penalty: 11068.500977
	Iteration 55Q: 3 clusters Score -1921455 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1921493.000000 Penalty: 11068.500977
	Iteration 56Q: 3 clusters Score -1921493 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1921517.875000 Penalty: 11068.500977
	Iteration 57Q: 3 clusters Score -1921518 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1921558.625000 Penalty: 11068.500977
	Iteration 58Q: 3 clusters Score -1921559 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1921598.000000 Penalty: 11068.500977
	Iteration 59Q: 3 clusters Score -1921598 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1921641.625000 Penalty: 11068.500977
	Iteration 60F: 3 clusters Score -1921642 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1921683.625000 Penalty: 11068.500977
	Iteration 61Q: 3 clusters Score -1921684 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1921742.750000 Penalty: 11068.500977
	Iteration 62Q: 3 clusters Score -1921743 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1921806.375000 Penalty: 11068.500977
	Iteration 63Q: 3 clusters Score -1921806 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1921864.125000 Penalty: 11068.500977
	Iteration 64Q: 3 clusters Score -1921864 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1921923.625000 Penalty: 11068.500977
	Iteration 65Q: 3 clusters Score -1921924 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1921989.500000 Penalty: 11068.500977
	Iteration 66Q: 3 clusters Score -1921990 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1922048.125000 Penalty: 11068.500977
	Iteration 67Q: 3 clusters Score -1922048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1922084.875000 Penalty: 11068.500977
	Iteration 68Q: 3 clusters Score -1922085 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1922144.750000 Penalty: 11068.500977
	Iteration 69Q: 3 clusters Score -1922145 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1922192.000000 Penalty: 11068.500977
	Iteration 70Q: 3 clusters Score -1922192 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1922251.250000 Penalty: 11068.500977
	Iteration 71Q: 3 clusters Score -1922251 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1922301.875000 Penalty: 11068.500977
	Iteration 72Q: 3 clusters Score -1922302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1922341.125000 Penalty: 11068.500977
	Iteration 73Q: 3 clusters Score -1922341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1922370.250000 Penalty: 11068.500977
	Iteration 74Q: 3 clusters Score -1922370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1922399.000000 Penalty: 11068.500977
	Iteration 75Q: 3 clusters Score -1922399 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1922435.500000 Penalty: 11068.500977
	Iteration 76Q: 3 clusters Score -1922436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1922472.875000 Penalty: 11068.500977
	Iteration 77Q: 3 clusters Score -1922473 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1922502.000000 Penalty: 11068.500977
	Iteration 78Q: 3 clusters Score -1922502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1922539.250000 Penalty: 11068.500977
	Iteration 79Q: 3 clusters Score -1922539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1922577.500000 Penalty: 11068.500977
	Iteration 80F: 3 clusters Score -1922578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1922613.000000 Penalty: 11068.500977
	Iteration 81Q: 3 clusters Score -1922613 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1922640.000000 Penalty: 11068.500977
	Iteration 82Q: 3 clusters Score -1922640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1922675.125000 Penalty: 11068.500977
	Iteration 83Q: 3 clusters Score -1922675 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1922722.500000 Penalty: 11068.500977
	Iteration 84Q: 3 clusters Score -1922722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1922757.250000 Penalty: 11068.500977
	Iteration 85Q: 3 clusters Score -1922757 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1922793.125000 Penalty: 11068.500977
	Iteration 86Q: 3 clusters Score -1922793 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1922814.625000 Penalty: 11068.500977
	Iteration 87Q: 3 clusters Score -1922815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1922833.625000 Penalty: 11068.500977
	Iteration 88Q: 3 clusters Score -1922834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1922851.750000 Penalty: 11068.500977
	Iteration 89Q: 3 clusters Score -1922852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1922878.250000 Penalty: 11068.500977
	Iteration 90Q: 3 clusters Score -1922878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1922895.750000 Penalty: 11068.500977
	Iteration 91Q: 3 clusters Score -1922896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1922914.500000 Penalty: 11068.500977
	Iteration 92Q: 3 clusters Score -1922914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1922921.375000 Penalty: 11068.500977
	Iteration 93Q: 3 clusters Score -1922921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1922933.750000 Penalty: 11068.500977
	Iteration 94Q: 3 clusters Score -1922934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1922938.125000 Penalty: 11068.500977
	Iteration 95Q: 3 clusters Score -1922938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1922947.250000 Penalty: 11068.500977
	Iteration 96Q: 3 clusters Score -1922947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1922949.750000 Penalty: 11068.500977
	Iteration 97Q: 3 clusters Score -1922950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1922953.250000 Penalty: 11068.500977
	Iteration 98Q: 3 clusters Score -1922953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1922960.625000 Penalty: 11068.500977
	Iteration 99Q: 3 clusters Score -1922961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1922969.750000 Penalty: 11068.500977
	Iteration 100F: 3 clusters Score -1922970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1922973.500000 Penalty: 11068.500977
	Iteration 101Q: 3 clusters Score -1922974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1922977.500000 Penalty: 11068.500977
	Iteration 102Q: 3 clusters Score -1922978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1922987.250000 Penalty: 11068.500977
	Iteration 103Q: 3 clusters Score -1922987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1922990.625000 Penalty: 11068.500977
	Iteration 104Q: 3 clusters Score -1922991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1922997.750000 Penalty: 11068.500977
	Iteration 105Q: 3 clusters Score -1922998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1923003.125000 Penalty: 11068.500977
	Iteration 106Q: 3 clusters Score -1923003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1923007.625000 Penalty: 11068.500977
	Iteration 107Q: 3 clusters Score -1923008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1923005.125000 Penalty: 11068.500977
	Iteration 108Q: 3 clusters Score -1923005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1923011.500000 Penalty: 11068.500977
	Iteration 109Q: 3 clusters Score -1923012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1923012.500000 Penalty: 11068.500977
	Iteration 110Q: 3 clusters Score -1923012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1923014.250000 Penalty: 11068.500977
	Iteration 111Q: 3 clusters Score -1923014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1923013.250000 Penalty: 11068.500977
	Iteration 112Q: 3 clusters Score -1923013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1923013.250000 Penalty: 11068.500977
	Iteration 113F: 3 clusters Score -1923013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Entering Unmasked Estep 
Score: -7907991.500000 Penalty: 6402.883789
	Iteration 0F: 2 clusters Score -7907992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -7882136.500000 Penalty: 12805.767578
	Iteration 0F: 3 clusters Score -7882136 nChanged 14787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -7889880.000000 Penalty: 12805.767578
	Iteration 1F: 3 clusters Score -7889880 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -7890707.000000 Penalty: 12805.767578
	Iteration 2F: 3 clusters Score -7890707 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -7891321.500000 Penalty: 12805.767578
	Iteration 3Q: 3 clusters Score -7891322 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -7891814.000000 Penalty: 12805.767578
	Iteration 4Q: 3 clusters Score -7891814 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -7892249.000000 Penalty: 12805.767578
	Iteration 5Q: 3 clusters Score -7892249 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -7892601.500000 Penalty: 12805.767578
	Iteration 6Q: 3 clusters Score -7892602 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -7892986.500000 Penalty: 12805.767578
	Iteration 7Q: 3 clusters Score -7892986 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -7893404.500000 Penalty: 12805.767578
	Iteration 8Q: 3 clusters Score -7893404 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -7893916.000000 Penalty: 12805.767578
	Iteration 9Q: 3 clusters Score -7893916 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -7894537.000000 Penalty: 12805.767578
	Iteration 10Q: 3 clusters Score -7894537 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -7895334.000000 Penalty: 12805.767578
	Iteration 11Q: 3 clusters Score -7895334 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -7896232.000000 Penalty: 12805.767578
	Iteration 12Q: 3 clusters Score -7896232 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -7897325.500000 Penalty: 12805.767578
	Iteration 13Q: 3 clusters Score -7897326 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -7898507.500000 Penalty: 12805.767578
	Iteration 14Q: 3 clusters Score -7898508 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -7899398.000000 Penalty: 12805.767578
	Iteration 15Q: 3 clusters Score -7899398 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -7900023.500000 Penalty: 12805.767578
	Iteration 16Q: 3 clusters Score -7900024 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -7900550.000000 Penalty: 12805.767578
	Iteration 17Q: 3 clusters Score -7900550 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -7901047.500000 Penalty: 12805.767578
	Iteration 18Q: 3 clusters Score -7901048 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -7901395.000000 Penalty: 12805.767578
	Iteration 19Q: 3 clusters Score -7901395 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -7901626.000000 Penalty: 12805.767578
	Iteration 20F: 3 clusters Score -7901626 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -7901824.500000 Penalty: 12805.767578
	Iteration 21Q: 3 clusters Score -7901824 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7902002.500000 Penalty: 12805.767578
	Iteration 22Q: 3 clusters Score -7902002 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -7902127.000000 Penalty: 12805.767578
	Iteration 23Q: 3 clusters Score -7902127 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7902237.500000 Penalty: 12805.767578
	Iteration 24Q: 3 clusters Score -7902238 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7902265.500000 Penalty: 12805.767578
	Iteration 25Q: 3 clusters Score -7902266 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -7902309.000000 Penalty: 12805.767578
	Iteration 26Q: 3 clusters Score -7902309 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -7902358.500000 Penalty: 12805.767578
	Iteration 27Q: 3 clusters Score -7902358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -7902388.500000 Penalty: 12805.767578
	Iteration 28Q: 3 clusters Score -7902388 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7902445.000000 Penalty: 12805.767578
	Iteration 29Q: 3 clusters Score -7902445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7902441.500000 Penalty: 12805.767578
	Iteration 30Q: 3 clusters Score -7902442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7902481.000000 Penalty: 12805.767578
	Iteration 31Q: 3 clusters Score -7902481 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7902487.500000 Penalty: 12805.767578
	Iteration 32Q: 3 clusters Score -7902488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7902507.000000 Penalty: 12805.767578
	Iteration 33Q: 3 clusters Score -7902507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7902523.500000 Penalty: 12805.767578
	Iteration 34Q: 3 clusters Score -7902524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7902542.000000 Penalty: 12805.767578
	Iteration 35Q: 3 clusters Score -7902542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7902563.000000 Penalty: 12805.767578
	Iteration 36Q: 3 clusters Score -7902563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7902558.500000 Penalty: 12805.767578
	Iteration 37Q: 3 clusters Score -7902558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -7902570.500000 Penalty: 12805.767578
	Iteration 38Q: 3 clusters Score -7902570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7902578.000000 Penalty: 12805.767578
	Iteration 39Q: 3 clusters Score -7902578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7902580.500000 Penalty: 12805.767578
	Iteration 40F: 3 clusters Score -7902580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7902589.000000 Penalty: 12805.767578
	Iteration 41Q: 3 clusters Score -7902589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7902586.500000 Penalty: 12805.767578
	Iteration 42Q: 3 clusters Score -7902586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7902593.500000 Penalty: 12805.767578
	Iteration 43Q: 3 clusters Score -7902594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7902592.500000 Penalty: 12805.767578
	Iteration 44Q: 3 clusters Score -7902592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7902595.000000 Penalty: 12805.767578
	Iteration 45Q: 3 clusters Score -7902595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7902587.000000 Penalty: 12805.767578
	Iteration 46Q: 3 clusters Score -7902587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7902586.500000 Penalty: 12805.767578
	Iteration 47Q: 3 clusters Score -7902586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7902592.500000 Penalty: 12805.767578
	Iteration 48Q: 3 clusters Score -7902592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7902589.500000 Penalty: 12805.767578
	Iteration 49Q: 3 clusters Score -7902590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7902595.000000 Penalty: 12805.767578
	Iteration 50Q: 3 clusters Score -7902595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7902595.500000 Penalty: 12805.767578
	Iteration 51Q: 3 clusters Score -7902596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7902595.500000 Penalty: 12805.767578
	Iteration 52F: 3 clusters Score -7902596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Entering Unmasked Estep 
Score: -3456416.250000 Penalty: 5903.409180
	Iteration 0F: 2 clusters Score -3456416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -3442950.250000 Penalty: 11806.818359
	Iteration 0F: 3 clusters Score -3442950 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -3446283.500000 Penalty: 11806.818359
	Iteration 1F: 3 clusters Score -3446284 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -3446963.250000 Penalty: 11806.818359
	Iteration 2F: 3 clusters Score -3446963 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -3447478.000000 Penalty: 11806.818359
	Iteration 3F: 3 clusters Score -3447478 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -3447950.250000 Penalty: 11806.818359
	Iteration 4Q: 3 clusters Score -3447950 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3448402.500000 Penalty: 11806.818359
	Iteration 5Q: 3 clusters Score -3448402 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3448893.000000 Penalty: 11806.818359
	Iteration 6Q: 3 clusters Score -3448893 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -3449464.000000 Penalty: 11806.818359
	Iteration 7Q: 3 clusters Score -3449464 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -3450059.000000 Penalty: 11806.818359
	Iteration 8Q: 3 clusters Score -3450059 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3450615.500000 Penalty: 11806.818359
	Iteration 9Q: 3 clusters Score -3450616 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -3451120.250000 Penalty: 11806.818359
	Iteration 10Q: 3 clusters Score -3451120 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -3451532.250000 Penalty: 11806.818359
	Iteration 11Q: 3 clusters Score -3451532 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -3451916.250000 Penalty: 11806.818359
	Iteration 12Q: 3 clusters Score -3451916 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -3452244.250000 Penalty: 11806.818359
	Iteration 13Q: 3 clusters Score -3452244 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3452525.750000 Penalty: 11806.818359
	Iteration 14Q: 3 clusters Score -3452526 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -3452710.500000 Penalty: 11806.818359
	Iteration 15Q: 3 clusters Score -3452710 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -3452857.750000 Penalty: 11806.818359
	Iteration 16Q: 3 clusters Score -3452858 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3452970.500000 Penalty: 11806.818359
	Iteration 17Q: 3 clusters Score -3452970 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -3453040.250000 Penalty: 11806.818359
	Iteration 18Q: 3 clusters Score -3453040 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3453085.750000 Penalty: 11806.818359
	Iteration 19Q: 3 clusters Score -3453086 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -3453117.500000 Penalty: 11806.818359
	Iteration 20F: 3 clusters Score -3453118 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -3453150.500000 Penalty: 11806.818359
	Iteration 21Q: 3 clusters Score -3453150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -3453176.500000 Penalty: 11806.818359
	Iteration 22Q: 3 clusters Score -3453176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3453191.750000 Penalty: 11806.818359
	Iteration 23Q: 3 clusters Score -3453192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -3453198.250000 Penalty: 11806.818359
	Iteration 24Q: 3 clusters Score -3453198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -3453218.500000 Penalty: 11806.818359
	Iteration 25Q: 3 clusters Score -3453218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3453241.000000 Penalty: 11806.818359
	Iteration 26Q: 3 clusters Score -3453241 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -3453251.750000 Penalty: 11806.818359
	Iteration 27Q: 3 clusters Score -3453252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -3453269.500000 Penalty: 11806.818359
	Iteration 28Q: 3 clusters Score -3453270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3453277.500000 Penalty: 11806.818359
	Iteration 29Q: 3 clusters Score -3453278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -3453279.500000 Penalty: 11806.818359
	Iteration 30Q: 3 clusters Score -3453280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -3453286.250000 Penalty: 11806.818359
	Iteration 31Q: 3 clusters Score -3453286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -3453301.000000 Penalty: 11806.818359
	Iteration 32Q: 3 clusters Score -3453301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -3453305.750000 Penalty: 11806.818359
	Iteration 33Q: 3 clusters Score -3453306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3453313.500000 Penalty: 11806.818359
	Iteration 34Q: 3 clusters Score -3453314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -3453315.750000 Penalty: 11806.818359
	Iteration 35Q: 3 clusters Score -3453316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -3453316.250000 Penalty: 11806.818359
	Iteration 36Q: 3 clusters Score -3453316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3453321.250000 Penalty: 11806.818359
	Iteration 37Q: 3 clusters Score -3453321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3453328.000000 Penalty: 11806.818359
	Iteration 38Q: 3 clusters Score -3453328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -3453332.250000 Penalty: 11806.818359
	Iteration 39Q: 3 clusters Score -3453332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -3453330.500000 Penalty: 11806.818359
	Iteration 40F: 3 clusters Score -3453330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3453331.750000 Penalty: 11806.818359
	Iteration 41Q: 3 clusters Score -3453332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -3453332.000000 Penalty: 11806.818359
	Iteration 42Q: 3 clusters Score -3453332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -3453333.250000 Penalty: 11806.818359
	Iteration 43Q: 3 clusters Score -3453333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -3453331.750000 Penalty: 11806.818359
	Iteration 44Q: 3 clusters Score -3453332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -3453329.000000 Penalty: 11806.818359
	Iteration 45Q: 3 clusters Score -3453329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3453328.500000 Penalty: 11806.818359
	Iteration 46Q: 3 clusters Score -3453328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3453326.250000 Penalty: 11806.818359
	Iteration 47Q: 3 clusters Score -3453326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -3453327.500000 Penalty: 11806.818359
	Iteration 48Q: 3 clusters Score -3453328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3453328.750000 Penalty: 11806.818359
	Iteration 49Q: 3 clusters Score -3453329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -3453329.500000 Penalty: 11806.818359
	Iteration 50Q: 3 clusters Score -3453330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3453324.250000 Penalty: 11806.818359
	Iteration 51Q: 3 clusters Score -3453324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -3453330.750000 Penalty: 11806.818359
	Iteration 52Q: 3 clusters Score -3453331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -3453337.750000 Penalty: 11806.818359
	Iteration 53Q: 3 clusters Score -3453338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -3453338.500000 Penalty: 11806.818359
	Iteration 54Q: 3 clusters Score -3453338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -3453330.750000 Penalty: 11806.818359
	Iteration 55Q: 3 clusters Score -3453331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3453341.500000 Penalty: 11806.818359
	Iteration 56Q: 3 clusters Score -3453342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3453340.750000 Penalty: 11806.818359
	Iteration 57Q: 3 clusters Score -3453341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -3453341.500000 Penalty: 11806.818359
	Iteration 58Q: 3 clusters Score -3453342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -3453342.000000 Penalty: 11806.818359
	Iteration 59Q: 3 clusters Score -3453342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -3453342.250000 Penalty: 11806.818359
	Iteration 60F: 3 clusters Score -3453342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -3453349.500000 Penalty: 11806.818359
	Iteration 61Q: 3 clusters Score -3453350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -3453357.500000 Penalty: 11806.818359
	Iteration 62Q: 3 clusters Score -3453358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -3453353.750000 Penalty: 11806.818359
	Iteration 63Q: 3 clusters Score -3453354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -3453357.250000 Penalty: 11806.818359
	Iteration 64Q: 3 clusters Score -3453357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -3453362.250000 Penalty: 11806.818359
	Iteration 65Q: 3 clusters Score -3453362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3453364.750000 Penalty: 11806.818359
	Iteration 66Q: 3 clusters Score -3453365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3453361.000000 Penalty: 11806.818359
	Iteration 67Q: 3 clusters Score -3453361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3453361.000000 Penalty: 11806.818359
	Iteration 68F: 3 clusters Score -3453361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -166357.718750 Penalty: 4090.484375
	Iteration 0F: 2 clusters Score -166357.7 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 424 members 
Entering Unmasked Estep 
Score: -162523.328125 Penalty: 8180.968750
	Iteration 0F: 3 clusters Score -162523.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -162782.312500 Penalty: 8180.968750
	Iteration 1F: 3 clusters Score -162782.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -162848.265625 Penalty: 8180.968750
	Iteration 2Q: 3 clusters Score -162848.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -162887.796875 Penalty: 8180.968750
	Iteration 3Q: 3 clusters Score -162887.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -162916.687500 Penalty: 8180.968750
	Iteration 4Q: 3 clusters Score -162916.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -162944.140625 Penalty: 8180.968750
	Iteration 5Q: 3 clusters Score -162944.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -162976.812500 Penalty: 8180.968750
	Iteration 6Q: 3 clusters Score -162976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -162996.062500 Penalty: 8180.968750
	Iteration 7Q: 3 clusters Score -162996.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -163017.187500 Penalty: 8180.968750
	Iteration 8Q: 3 clusters Score -163017.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -163046.171875 Penalty: 8180.968750
	Iteration 9Q: 3 clusters Score -163046.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -163074.703125 Penalty: 8180.968750
	Iteration 10Q: 3 clusters Score -163074.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -163081.718750 Penalty: 8180.968750
	Iteration 11Q: 3 clusters Score -163081.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -163084.531250 Penalty: 8180.968750
	Iteration 12Q: 3 clusters Score -163084.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -163087.546875 Penalty: 8180.968750
	Iteration 13Q: 3 clusters Score -163087.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -163087.546875 Penalty: 8180.968750
	Iteration 14F: 3 clusters Score -163087.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Entering Unmasked Estep 
Score: -335887.375000 Penalty: 4510.396973
	Iteration 0F: 2 clusters Score -335887.4 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 780 members 
Entering Unmasked Estep 
Score: -331238.781250 Penalty: 9020.793945
	Iteration 0F: 3 clusters Score -331238.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -331758.875000 Penalty: 9020.793945
	Iteration 1F: 3 clusters Score -331758.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -331950.687500 Penalty: 9020.793945
	Iteration 2F: 3 clusters Score -331950.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -332095.437500 Penalty: 9020.793945
	Iteration 3Q: 3 clusters Score -332095.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -332174.687500 Penalty: 9020.793945
	Iteration 4Q: 3 clusters Score -332174.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -332220.343750 Penalty: 9020.793945
	Iteration 5Q: 3 clusters Score -332220.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -332263.093750 Penalty: 9020.793945
	Iteration 6Q: 3 clusters Score -332263.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -332277.593750 Penalty: 9020.793945
	Iteration 7Q: 3 clusters Score -332277.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -332294.000000 Penalty: 9020.793945
	Iteration 8Q: 3 clusters Score -332294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -332310.718750 Penalty: 9020.793945
	Iteration 9Q: 3 clusters Score -332310.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -332321.125000 Penalty: 9020.793945
	Iteration 10Q: 3 clusters Score -332321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -332323.843750 Penalty: 9020.793945
	Iteration 11Q: 3 clusters Score -332323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -332326.843750 Penalty: 9020.793945
	Iteration 12Q: 3 clusters Score -332326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -332329.718750 Penalty: 9020.793945
	Iteration 13Q: 3 clusters Score -332329.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -332331.406250 Penalty: 9020.793945
	Iteration 14Q: 3 clusters Score -332331.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -332331.406250 Penalty: 9020.793945
	Iteration 15F: 3 clusters Score -332331.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Entering Unmasked Estep 
Score: -8630915.000000 Penalty: 6457.456055
	Iteration 0F: 2 clusters Score -8630915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -8603057.000000 Penalty: 12914.912109
	Iteration 0F: 3 clusters Score -8603057 nChanged 16220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -8611662.000000 Penalty: 12914.912109
	Iteration 1F: 3 clusters Score -8611662 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -8612451.000000 Penalty: 12914.912109
	Iteration 2F: 3 clusters Score -8612451 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -8613100.000000 Penalty: 12914.912109
	Iteration 3Q: 3 clusters Score -8613100 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -8613682.000000 Penalty: 12914.912109
	Iteration 4Q: 3 clusters Score -8613682 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -8614293.000000 Penalty: 12914.912109
	Iteration 5Q: 3 clusters Score -8614293 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -8615108.000000 Penalty: 12914.912109
	Iteration 6Q: 3 clusters Score -8615108 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -8616270.000000 Penalty: 12914.912109
	Iteration 7F: 3 clusters Score -8616270 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -8617841.000000 Penalty: 12914.912109
	Iteration 8F: 3 clusters Score -8617841 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -8619663.000000 Penalty: 12914.912109
	Iteration 9F: 3 clusters Score -8619663 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -8621410.000000 Penalty: 12914.912109
	Iteration 10F: 3 clusters Score -8621410 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -8622838.000000 Penalty: 12914.912109
	Iteration 11Q: 3 clusters Score -8622838 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -8623833.000000 Penalty: 12914.912109
	Iteration 12Q: 3 clusters Score -8623833 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -8624431.000000 Penalty: 12914.912109
	Iteration 13Q: 3 clusters Score -8624431 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -8624795.000000 Penalty: 12914.912109
	Iteration 14Q: 3 clusters Score -8624795 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -8624998.000000 Penalty: 12914.912109
	Iteration 15Q: 3 clusters Score -8624998 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -8625159.000000 Penalty: 12914.912109
	Iteration 16Q: 3 clusters Score -8625159 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -8625277.000000 Penalty: 12914.912109
	Iteration 17Q: 3 clusters Score -8625277 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -8625355.000000 Penalty: 12914.912109
	Iteration 18Q: 3 clusters Score -8625355 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -8625406.000000 Penalty: 12914.912109
	Iteration 19Q: 3 clusters Score -8625406 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -8625423.000000 Penalty: 12914.912109
	Iteration 20F: 3 clusters Score -8625423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -8625465.000000 Penalty: 12914.912109
	Iteration 21Q: 3 clusters Score -8625465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -8625478.000000 Penalty: 12914.912109
	Iteration 22Q: 3 clusters Score -8625478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -8625496.000000 Penalty: 12914.912109
	Iteration 23Q: 3 clusters Score -8625496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -8625505.000000 Penalty: 12914.912109
	Iteration 24Q: 3 clusters Score -8625505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -8625515.000000 Penalty: 12914.912109
	Iteration 25Q: 3 clusters Score -8625515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -8625508.000000 Penalty: 12914.912109
	Iteration 26Q: 3 clusters Score -8625508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -8625535.000000 Penalty: 12914.912109
	Iteration 27Q: 3 clusters Score -8625535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -8625530.000000 Penalty: 12914.912109
	Iteration 28Q: 3 clusters Score -8625530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -8625543.000000 Penalty: 12914.912109
	Iteration 29Q: 3 clusters Score -8625543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -8625552.000000 Penalty: 12914.912109
	Iteration 30Q: 3 clusters Score -8625552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -8625569.000000 Penalty: 12914.912109
	Iteration 31Q: 3 clusters Score -8625569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -8625573.000000 Penalty: 12914.912109
	Iteration 32Q: 3 clusters Score -8625573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -8625575.000000 Penalty: 12914.912109
	Iteration 33Q: 3 clusters Score -8625575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -8625573.000000 Penalty: 12914.912109
	Iteration 34Q: 3 clusters Score -8625573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -8625578.000000 Penalty: 12914.912109
	Iteration 35Q: 3 clusters Score -8625578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -8625581.000000 Penalty: 12914.912109
	Iteration 36Q: 3 clusters Score -8625581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -8625586.000000 Penalty: 12914.912109
	Iteration 37Q: 3 clusters Score -8625586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -8625586.000000 Penalty: 12914.912109
	Iteration 38Q: 3 clusters Score -8625586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -8625586.000000 Penalty: 12914.912109
	Iteration 39F: 3 clusters Score -8625586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -150378.578125 Penalty: 4039.078125
	Iteration 0F: 2 clusters Score -150378.6 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 367 members 
Entering Unmasked Estep 
Score: -146647.843750 Penalty: 8078.156250
	Iteration 0F: 3 clusters Score -146647.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -146985.046875 Penalty: 8078.156250
	Iteration 1F: 3 clusters Score -146985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -147103.515625 Penalty: 8078.156250
	Iteration 2Q: 3 clusters Score -147103.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -147171.062500 Penalty: 8078.156250
	Iteration 3Q: 3 clusters Score -147171.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -147216.140625 Penalty: 8078.156250
	Iteration 4Q: 3 clusters Score -147216.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -147245.421875 Penalty: 8078.156250
	Iteration 5Q: 3 clusters Score -147245.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -147254.843750 Penalty: 8078.156250
	Iteration 6Q: 3 clusters Score -147254.8 nChanged 1
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: -147259.078125 Penalty: 8078.156250
	Iteration 7Q: 3 clusters Score -147259.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -147263.937500 Penalty: 8078.156250
	Iteration 8Q: 3 clusters Score -147263.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -147273.328125 Penalty: 8078.156250
	Iteration 9Q: 3 clusters Score -147273.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -147286.062500 Penalty: 8078.156250
	Iteration 10Q: 3 clusters Score -147286.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -147289.328125 Penalty: 8078.156250
	Iteration 11Q: 3 clusters Score -147289.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -147289.328125 Penalty: 8078.156250
	Iteration 12F: 3 clusters Score -147289.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -227456.281250 Penalty: 4298.770996
	Iteration 0F: 2 clusters Score -227456.3 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 572 members 
Entering Unmasked Estep 
Score: -223229.515625 Penalty: 8597.541992
	Iteration 0F: 3 clusters Score -223229.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -223690.046875 Penalty: 8597.541992
	Iteration 1F: 3 clusters Score -223690 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -224021.828125 Penalty: 8597.541992
	Iteration 2F: 3 clusters Score -224021.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -224296.656250 Penalty: 8597.541992
	Iteration 3Q: 3 clusters Score -224296.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -224473.203125 Penalty: 8597.541992
	Iteration 4Q: 3 clusters Score -224473.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -224658.640625 Penalty: 8597.541992
	Iteration 5Q: 3 clusters Score -224658.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -224813.531250 Penalty: 8597.541992
	Iteration 6Q: 3 clusters Score -224813.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -224970.687500 Penalty: 8597.541992
	Iteration 7Q: 3 clusters Score -224970.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -225043.421875 Penalty: 8597.541992
	Iteration 8Q: 3 clusters Score -225043.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -225094.937500 Penalty: 8597.541992
	Iteration 9Q: 3 clusters Score -225094.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -225124.671875 Penalty: 8597.541992
	Iteration 10Q: 3 clusters Score -225124.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -225174.062500 Penalty: 8597.541992
	Iteration 11Q: 3 clusters Score -225174.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -225221.687500 Penalty: 8597.541992
	Iteration 12Q: 3 clusters Score -225221.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -225328.109375 Penalty: 8597.541992
	Iteration 13Q: 3 clusters Score -225328.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -225390.796875 Penalty: 8597.541992
	Iteration 14Q: 3 clusters Score -225390.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -225429.578125 Penalty: 8597.541992
	Iteration 15Q: 3 clusters Score -225429.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -225448.500000 Penalty: 8597.541992
	Iteration 16Q: 3 clusters Score -225448.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -225489.046875 Penalty: 8597.541992
	Iteration 17Q: 3 clusters Score -225489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -225551.296875 Penalty: 8597.541992
	Iteration 18Q: 3 clusters Score -225551.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -225607.125000 Penalty: 8597.541992
	Iteration 19Q: 3 clusters Score -225607.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -225677.921875 Penalty: 8597.541992
	Iteration 20F: 3 clusters Score -225677.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -225763.062500 Penalty: 8597.541992
	Iteration 21Q: 3 clusters Score -225763.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -225828.437500 Penalty: 8597.541992
	Iteration 22Q: 3 clusters Score -225828.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -225851.484375 Penalty: 8597.541992
	Iteration 23Q: 3 clusters Score -225851.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -225874.484375 Penalty: 8597.541992
	Iteration 24Q: 3 clusters Score -225874.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -225894.171875 Penalty: 8597.541992
	Iteration 25Q: 3 clusters Score -225894.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -225952.359375 Penalty: 8597.541992
	Iteration 26Q: 3 clusters Score -225952.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -226160.968750 Penalty: 8597.541992
	Iteration 27Q: 3 clusters Score -226161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -226912.468750 Penalty: 8597.541992
	Iteration 28Q: 3 clusters Score -226912.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -227124.765625 Penalty: 8597.541992
	Iteration 29Q: 3 clusters Score -227124.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -227252.500000 Penalty: 8597.541992
	Iteration 30Q: 3 clusters Score -227252.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -227300.875000 Penalty: 8597.541992
	Iteration 31Q: 3 clusters Score -227300.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -227363.812500 Penalty: 8597.541992
	Iteration 32Q: 3 clusters Score -227363.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -227379.468750 Penalty: 8597.541992
	Iteration 33Q: 3 clusters Score -227379.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -227395.031250 Penalty: 8597.541992
	Iteration 34Q: 3 clusters Score -227395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -227401.875000 Penalty: 8597.541992
	Iteration 35Q: 3 clusters Score -227401.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -227424.468750 Penalty: 8597.541992
	Iteration 36Q: 3 clusters Score -227424.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -227429.859375 Penalty: 8597.541992
	Iteration 37Q: 3 clusters Score -227429.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -227429.859375 Penalty: 8597.541992
	Iteration 38F: 3 clusters Score -227429.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Entering Unmasked Estep 
Score: -1578890.875000 Penalty: 5444.617188
	Iteration 0F: 2 clusters Score -1578891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1570432.625000 Penalty: 10889.234375
	Iteration 0F: 3 clusters Score -1570433 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1572026.875000 Penalty: 10889.234375
	Iteration 1F: 3 clusters Score -1572027 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1572531.875000 Penalty: 10889.234375
	Iteration 2F: 3 clusters Score -1572532 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1572856.625000 Penalty: 10889.234375
	Iteration 3F: 3 clusters Score -1572857 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1573099.375000 Penalty: 10889.234375
	Iteration 4Q: 3 clusters Score -1573099 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1573333.875000 Penalty: 10889.234375
	Iteration 5Q: 3 clusters Score -1573334 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1573556.750000 Penalty: 10889.234375
	Iteration 6Q: 3 clusters Score -1573557 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1573770.625000 Penalty: 10889.234375
	Iteration 7Q: 3 clusters Score -1573771 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1574000.375000 Penalty: 10889.234375
	Iteration 8Q: 3 clusters Score -1574000 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1574246.500000 Penalty: 10889.234375
	Iteration 9Q: 3 clusters Score -1574246 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1574474.625000 Penalty: 10889.234375
	Iteration 10Q: 3 clusters Score -1574475 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1574685.250000 Penalty: 10889.234375
	Iteration 11Q: 3 clusters Score -1574685 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1574894.250000 Penalty: 10889.234375
	Iteration 12Q: 3 clusters Score -1574894 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1575053.625000 Penalty: 10889.234375
	Iteration 13Q: 3 clusters Score -1575054 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1575160.875000 Penalty: 10889.234375
	Iteration 14Q: 3 clusters Score -1575161 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1575248.375000 Penalty: 10889.234375
	Iteration 15Q: 3 clusters Score -1575248 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1575305.000000 Penalty: 10889.234375
	Iteration 16Q: 3 clusters Score -1575305 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1575368.000000 Penalty: 10889.234375
	Iteration 17Q: 3 clusters Score -1575368 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1575424.625000 Penalty: 10889.234375
	Iteration 18Q: 3 clusters Score -1575425 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1575481.875000 Penalty: 10889.234375
	Iteration 19Q: 3 clusters Score -1575482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1575522.125000 Penalty: 10889.234375
	Iteration 20F: 3 clusters Score -1575522 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1575562.125000 Penalty: 10889.234375
	Iteration 21Q: 3 clusters Score -1575562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1575584.500000 Penalty: 10889.234375
	Iteration 22Q: 3 clusters Score -1575584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1575594.250000 Penalty: 10889.234375
	Iteration 23Q: 3 clusters Score -1575594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1575600.125000 Penalty: 10889.234375
	Iteration 24Q: 3 clusters Score -1575600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1575613.000000 Penalty: 10889.234375
	Iteration 25Q: 3 clusters Score -1575613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1575628.500000 Penalty: 10889.234375
	Iteration 26Q: 3 clusters Score -1575628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1575640.125000 Penalty: 10889.234375
	Iteration 27Q: 3 clusters Score -1575640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1575653.250000 Penalty: 10889.234375
	Iteration 28Q: 3 clusters Score -1575653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1575657.875000 Penalty: 10889.234375
	Iteration 29Q: 3 clusters Score -1575658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1575666.000000 Penalty: 10889.234375
	Iteration 30Q: 3 clusters Score -1575666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1575665.000000 Penalty: 10889.234375
	Iteration 31Q: 3 clusters Score -1575665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1575667.000000 Penalty: 10889.234375
	Iteration 32Q: 3 clusters Score -1575667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1575670.500000 Penalty: 10889.234375
	Iteration 33Q: 3 clusters Score -1575670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1575676.625000 Penalty: 10889.234375
	Iteration 34Q: 3 clusters Score -1575677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1575678.375000 Penalty: 10889.234375
	Iteration 35Q: 3 clusters Score -1575678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1575679.125000 Penalty: 10889.234375
	Iteration 36Q: 3 clusters Score -1575679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1575680.625000 Penalty: 10889.234375
	Iteration 37Q: 3 clusters Score -1575681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1575680.875000 Penalty: 10889.234375
	Iteration 38Q: 3 clusters Score -1575681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1575680.250000 Penalty: 10889.234375
	Iteration 39Q: 3 clusters Score -1575680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1575683.875000 Penalty: 10889.234375
	Iteration 40F: 3 clusters Score -1575684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1575683.250000 Penalty: 10889.234375
	Iteration 41Q: 3 clusters Score -1575683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1575683.750000 Penalty: 10889.234375
	Iteration 42Q: 3 clusters Score -1575684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1575685.250000 Penalty: 10889.234375
	Iteration 43Q: 3 clusters Score -1575685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1575684.125000 Penalty: 10889.234375
	Iteration 44Q: 3 clusters Score -1575684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1575686.375000 Penalty: 10889.234375
	Iteration 45Q: 3 clusters Score -1575686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1575689.500000 Penalty: 10889.234375
	Iteration 46Q: 3 clusters Score -1575690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1575691.125000 Penalty: 10889.234375
	Iteration 47Q: 3 clusters Score -1575691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1575691.250000 Penalty: 10889.234375
	Iteration 48Q: 3 clusters Score -1575691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1575693.000000 Penalty: 10889.234375
	Iteration 49Q: 3 clusters Score -1575693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1575699.000000 Penalty: 10889.234375
	Iteration 50Q: 3 clusters Score -1575699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1575702.250000 Penalty: 10889.234375
	Iteration 51Q: 3 clusters Score -1575702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1575702.625000 Penalty: 10889.234375
	Iteration 52Q: 3 clusters Score -1575703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1575704.500000 Penalty: 10889.234375
	Iteration 53Q: 3 clusters Score -1575704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1575701.750000 Penalty: 10889.234375
	Iteration 54Q: 3 clusters Score -1575702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1575706.500000 Penalty: 10889.234375
	Iteration 55Q: 3 clusters Score -1575706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1575705.250000 Penalty: 10889.234375
	Iteration 56Q: 3 clusters Score -1575705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1575709.750000 Penalty: 10889.234375
	Iteration 57Q: 3 clusters Score -1575710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1575709.750000 Penalty: 10889.234375
	Iteration 58F: 3 clusters Score -1575710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -269508.750000 Penalty: 4416.625977
	Iteration 0F: 2 clusters Score -269508.8 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 685 members 
Entering Unmasked Estep 
Score: -265210.562500 Penalty: 8833.251953
	Iteration 0F: 3 clusters Score -265210.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -265793.343750 Penalty: 8833.251953
	Iteration 1F: 3 clusters Score -265793.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -266079.937500 Penalty: 8833.251953
	Iteration 2F: 3 clusters Score -266079.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -266693.406250 Penalty: 8833.251953
	Iteration 3Q: 3 clusters Score -266693.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -267015.031250 Penalty: 8833.251953
	Iteration 4Q: 3 clusters Score -267015 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -267282.656250 Penalty: 8833.251953
	Iteration 5F: 3 clusters Score -267282.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -267511.750000 Penalty: 8833.251953
	Iteration 6Q: 3 clusters Score -267511.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -267776.062500 Penalty: 8833.251953
	Iteration 7F: 3 clusters Score -267776.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -268069.843750 Penalty: 8833.251953
	Iteration 8F: 3 clusters Score -268069.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -268376.000000 Penalty: 8833.251953
	Iteration 9Q: 3 clusters Score -268376 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -268668.531250 Penalty: 8833.251953
	Iteration 10Q: 3 clusters Score -268668.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -268960.531250 Penalty: 8833.251953
	Iteration 11Q: 3 clusters Score -268960.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -269220.218750 Penalty: 8833.251953
	Iteration 12Q: 3 clusters Score -269220.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -269400.125000 Penalty: 8833.251953
	Iteration 13Q: 3 clusters Score -269400.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -269598.906250 Penalty: 8833.251953
	Iteration 14Q: 3 clusters Score -269598.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -269791.281250 Penalty: 8833.251953
	Iteration 15Q: 3 clusters Score -269791.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -269881.125000 Penalty: 8833.251953
	Iteration 16Q: 3 clusters Score -269881.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -269945.062500 Penalty: 8833.251953
	Iteration 17Q: 3 clusters Score -269945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -269949.031250 Penalty: 8833.251953
	Iteration 18Q: 3 clusters Score -269949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -269958.250000 Penalty: 8833.251953
	Iteration 19Q: 3 clusters Score -269958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -269963.625000 Penalty: 8833.251953
	Iteration 20F: 3 clusters Score -269963.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 34672 members 
Mstep: Class 3 contains 15340 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 37903 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7253 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 38134 members 
Mstep: Class 13 contains 168477 members 
Mstep: Class 14 contains 10497 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 17360 members 
Mstep: Class 17 contains 26367 members 
Mstep: Class 18 contains 32853 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 53346 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 12401 members 
Mstep: Class 24 contains 6449 members 
Mstep: Class 25 contains 122287 members 
Mstep: Class 26 contains 737 members 
Entering Unmasked Estep 
Score: -138276624.000000 Penalty: 212307.062500
Splitting cluster 10 changes total score from -138279840.000000 to -138276624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -477456.343750 Penalty: 4710.020020
	Iteration 0F: 2 clusters Score -477456.3 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 1112 members 
Entering Unmasked Estep 
Score: -472361.718750 Penalty: 9420.040039
	Iteration 0F: 3 clusters Score -472361.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -473074.468750 Penalty: 9420.040039
	Iteration 1F: 3 clusters Score -473074.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -473264.593750 Penalty: 9420.040039
	Iteration 2F: 3 clusters Score -473264.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -473410.468750 Penalty: 9420.040039
	Iteration 3Q: 3 clusters Score -473410.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -473550.468750 Penalty: 9420.040039
	Iteration 4Q: 3 clusters Score -473550.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -473759.500000 Penalty: 9420.040039
	Iteration 5Q: 3 clusters Score -473759.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -474047.562500 Penalty: 9420.040039
	Iteration 6Q: 3 clusters Score -474047.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -474380.906250 Penalty: 9420.040039
	Iteration 7F: 3 clusters Score -474380.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -474679.156250 Penalty: 9420.040039
	Iteration 8Q: 3 clusters Score -474679.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -474965.843750 Penalty: 9420.040039
	Iteration 9Q: 3 clusters Score -474965.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -475298.750000 Penalty: 9420.040039
	Iteration 10Q: 3 clusters Score -475298.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -475662.875000 Penalty: 9420.040039
	Iteration 11Q: 3 clusters Score -475662.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -476074.906250 Penalty: 9420.040039
	Iteration 12Q: 3 clusters Score -476074.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -476339.968750 Penalty: 9420.040039
	Iteration 13Q: 3 clusters Score -476340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -476494.531250 Penalty: 9420.040039
	Iteration 14Q: 3 clusters Score -476494.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -476615.125000 Penalty: 9420.040039
	Iteration 15Q: 3 clusters Score -476615.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -476666.156250 Penalty: 9420.040039
	Iteration 16Q: 3 clusters Score -476666.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -476694.281250 Penalty: 9420.040039
	Iteration 17Q: 3 clusters Score -476694.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -476731.250000 Penalty: 9420.040039
	Iteration 18Q: 3 clusters Score -476731.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -476763.781250 Penalty: 9420.040039
	Iteration 19Q: 3 clusters Score -476763.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -476784.093750 Penalty: 9420.040039
	Iteration 20F: 3 clusters Score -476784.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -476837.156250 Penalty: 9420.040039
	Iteration 21Q: 3 clusters Score -476837.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -476865.875000 Penalty: 9420.040039
	Iteration 22Q: 3 clusters Score -476865.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -476887.656250 Penalty: 9420.040039
	Iteration 23Q: 3 clusters Score -476887.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -476900.062500 Penalty: 9420.040039
	Iteration 24Q: 3 clusters Score -476900.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -476908.937500 Penalty: 9420.040039
	Iteration 25Q: 3 clusters Score -476908.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -476922.406250 Penalty: 9420.040039
	Iteration 26Q: 3 clusters Score -476922.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -476930.250000 Penalty: 9420.040039
	Iteration 27Q: 3 clusters Score -476930.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -476947.937500 Penalty: 9420.040039
	Iteration 28Q: 3 clusters Score -476947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -476959.812500 Penalty: 9420.040039
	Iteration 29Q: 3 clusters Score -476959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -476963.343750 Penalty: 9420.040039
	Iteration 30Q: 3 clusters Score -476963.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -476963.343750 Penalty: 9420.040039
	Iteration 31F: 3 clusters Score -476963.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Entering Unmasked Estep 
Score: -8644923.000000 Penalty: 6461.177734
	Iteration 0F: 2 clusters Score -8644923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -8616951.000000 Penalty: 12922.355469
	Iteration 0F: 3 clusters Score -8616951 nChanged 16393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -8625674.000000 Penalty: 12922.355469
	Iteration 1F: 3 clusters Score -8625674 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -8626499.000000 Penalty: 12922.355469
	Iteration 2F: 3 clusters Score -8626499 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -8627212.000000 Penalty: 12922.355469
	Iteration 3Q: 3 clusters Score -8627212 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -8627828.000000 Penalty: 12922.355469
	Iteration 4Q: 3 clusters Score -8627828 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -8628507.000000 Penalty: 12922.355469
	Iteration 5Q: 3 clusters Score -8628507 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -8629169.000000 Penalty: 12922.355469
	Iteration 6Q: 3 clusters Score -8629169 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -8629963.000000 Penalty: 12922.355469
	Iteration 7Q: 3 clusters Score -8629963 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -8630802.000000 Penalty: 12922.355469
	Iteration 8Q: 3 clusters Score -8630802 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -8631767.000000 Penalty: 12922.355469
	Iteration 9Q: 3 clusters Score -8631767 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -8632825.000000 Penalty: 12922.355469
	Iteration 10Q: 3 clusters Score -8632825 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -8633855.000000 Penalty: 12922.355469
	Iteration 11Q: 3 clusters Score -8633855 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -8634767.000000 Penalty: 12922.355469
	Iteration 12Q: 3 clusters Score -8634767 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -8635675.000000 Penalty: 12922.355469
	Iteration 13Q: 3 clusters Score -8635675 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -8636423.000000 Penalty: 12922.355469
	Iteration 14Q: 3 clusters Score -8636423 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -8637106.000000 Penalty: 12922.355469
	Iteration 15Q: 3 clusters Score -8637106 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -8637727.000000 Penalty: 12922.355469
	Iteration 16Q: 3 clusters Score -8637727 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -8638254.000000 Penalty: 12922.355469
	Iteration 17Q: 3 clusters Score -8638254 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -8638649.000000 Penalty: 12922.355469
	Iteration 18Q: 3 clusters Score -8638649 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -8638995.000000 Penalty: 12922.355469
	Iteration 19Q: 3 clusters Score -8638995 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -8639234.000000 Penalty: 12922.355469
	Iteration 20F: 3 clusters Score -8639234 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -8639418.000000 Penalty: 12922.355469
	Iteration 21Q: 3 clusters Score -8639418 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -8639490.000000 Penalty: 12922.355469
	Iteration 22Q: 3 clusters Score -8639490 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -8639573.000000 Penalty: 12922.355469
	Iteration 23Q: 3 clusters Score -8639573 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -8639655.000000 Penalty: 12922.355469
	Iteration 24Q: 3 clusters Score -8639655 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -8639729.000000 Penalty: 12922.355469
	Iteration 25Q: 3 clusters Score -8639729 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -8639766.000000 Penalty: 12922.355469
	Iteration 26Q: 3 clusters Score -8639766 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -8639807.000000 Penalty: 12922.355469
	Iteration 27Q: 3 clusters Score -8639807 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -8639860.000000 Penalty: 12922.355469
	Iteration 28Q: 3 clusters Score -8639860 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -8639883.000000 Penalty: 12922.355469
	Iteration 29Q: 3 clusters Score -8639883 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -8639895.000000 Penalty: 12922.355469
	Iteration 30Q: 3 clusters Score -8639895 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -8639910.000000 Penalty: 12922.355469
	Iteration 31Q: 3 clusters Score -8639910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -8639926.000000 Penalty: 12922.355469
	Iteration 32Q: 3 clusters Score -8639926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -8639945.000000 Penalty: 12922.355469
	Iteration 33Q: 3 clusters Score -8639945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -8639946.000000 Penalty: 12922.355469
	Iteration 34Q: 3 clusters Score -8639946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -8639962.000000 Penalty: 12922.355469
	Iteration 35Q: 3 clusters Score -8639962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -8639974.000000 Penalty: 12922.355469
	Iteration 36Q: 3 clusters Score -8639974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -8639975.000000 Penalty: 12922.355469
	Iteration 37Q: 3 clusters Score -8639975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -8639996.000000 Penalty: 12922.355469
	Iteration 38Q: 3 clusters Score -8639996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -8639999.000000 Penalty: 12922.355469
	Iteration 39Q: 3 clusters Score -8639999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -8640009.000000 Penalty: 12922.355469
	Iteration 40F: 3 clusters Score -8640009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -8640017.000000 Penalty: 12922.355469
	Iteration 41Q: 3 clusters Score -8640017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -8640019.000000 Penalty: 12922.355469
	Iteration 42Q: 3 clusters Score -8640019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -8640019.000000 Penalty: 12922.355469
	Iteration 43Q: 3 clusters Score -8640019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -8640029.000000 Penalty: 12922.355469
	Iteration 44Q: 3 clusters Score -8640029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -8640030.000000 Penalty: 12922.355469
	Iteration 45Q: 3 clusters Score -8640030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -8640037.000000 Penalty: 12922.355469
	Iteration 46Q: 3 clusters Score -8640037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -8640037.000000 Penalty: 12922.355469
	Iteration 47Q: 3 clusters Score -8640037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -8640032.000000 Penalty: 12922.355469
	Iteration 48Q: 3 clusters Score -8640032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -8640036.000000 Penalty: 12922.355469
	Iteration 49Q: 3 clusters Score -8640036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -8640037.000000 Penalty: 12922.355469
	Iteration 50Q: 3 clusters Score -8640037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -8640031.000000 Penalty: 12922.355469
	Iteration 51Q: 3 clusters Score -8640031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -8640038.000000 Penalty: 12922.355469
	Iteration 52Q: 3 clusters Score -8640038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -8640055.000000 Penalty: 12922.355469
	Iteration 53Q: 3 clusters Score -8640055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -8640049.000000 Penalty: 12922.355469
	Iteration 54Q: 3 clusters Score -8640049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -8640052.000000 Penalty: 12922.355469
	Iteration 55Q: 3 clusters Score -8640052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -8640049.000000 Penalty: 12922.355469
	Iteration 56Q: 3 clusters Score -8640049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -8640051.000000 Penalty: 12922.355469
	Iteration 57Q: 3 clusters Score -8640051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -8640051.000000 Penalty: 12922.355469
	Iteration 58F: 3 clusters Score -8640051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (168477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168477 members 
Entering Unmasked Estep 
Score: -38132624.000000 Penalty: 7371.164551
	Iteration 0F: 2 clusters Score -3.813262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83773 members 
Mstep: Class 2 contains 84704 members 
Entering Unmasked Estep 
Score: -38019476.000000 Penalty: 14742.329102
	Iteration 0F: 3 clusters Score -3.801948e+07 nChanged 78533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -38063584.000000 Penalty: 14742.329102
	Iteration 1F: 3 clusters Score -3.806358e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76230 members 
Mstep: Class 2 contains 92247 members 
Entering Unmasked Estep 
Score: -38065348.000000 Penalty: 14742.329102
	Iteration 2Q: 3 clusters Score -3.806535e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71875 members 
Mstep: Class 2 contains 96602 members 
Entering Unmasked Estep 
Score: -38067520.000000 Penalty: 14742.329102
	Iteration 3Q: 3 clusters Score -3.806752e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 102911 members 
Entering Unmasked Estep 
Score: -38070536.000000 Penalty: 14742.329102
	Iteration 4Q: 3 clusters Score -3.807054e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 111923 members 
Entering Unmasked Estep 
Score: -38075704.000000 Penalty: 14742.329102
	Iteration 5F: 3 clusters Score -3.80757e+07 nChanged 12148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 123967 members 
Entering Unmasked Estep 
Score: -38084300.000000 Penalty: 14742.329102
	Iteration 6F: 3 clusters Score -3.80843e+07 nChanged 14414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 138345 members 
Entering Unmasked Estep 
Score: -38096688.000000 Penalty: 14742.329102
	Iteration 7F: 3 clusters Score -3.809669e+07 nChanged 14063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 152402 members 
Entering Unmasked Estep 
Score: -38110324.000000 Penalty: 14742.329102
	Iteration 8F: 3 clusters Score -3.811032e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 161863 members 
Entering Unmasked Estep 
Score: -38119804.000000 Penalty: 14742.329102
	Iteration 9F: 3 clusters Score -3.81198e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 166026 members 
Entering Unmasked Estep 
Score: -38123708.000000 Penalty: 14742.329102
	Iteration 10Q: 3 clusters Score -3.812371e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 167344 members 
Entering Unmasked Estep 
Score: -38125040.000000 Penalty: 14742.329102
	Iteration 11Q: 3 clusters Score -3.812504e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 167723 members 
Entering Unmasked Estep 
Score: -38125588.000000 Penalty: 14742.329102
	Iteration 12Q: 3 clusters Score -3.812559e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 167861 members 
Entering Unmasked Estep 
Score: -38125864.000000 Penalty: 14742.329102
	Iteration 13Q: 3 clusters Score -3.812586e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 167931 members 
Entering Unmasked Estep 
Score: -38125964.000000 Penalty: 14742.329102
	Iteration 14Q: 3 clusters Score -3.812596e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 167955 members 
Entering Unmasked Estep 
Score: -38126032.000000 Penalty: 14742.329102
	Iteration 15Q: 3 clusters Score -3.812603e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 167966 members 
Entering Unmasked Estep 
Score: -38126076.000000 Penalty: 14742.329102
	Iteration 16Q: 3 clusters Score -3.812608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 167979 members 
Entering Unmasked Estep 
Score: -38126132.000000 Penalty: 14742.329102
	Iteration 17Q: 3 clusters Score -3.812613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 167984 members 
Entering Unmasked Estep 
Score: -38126120.000000 Penalty: 14742.329102
	Iteration 18Q: 3 clusters Score -3.812612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 167985 members 
Entering Unmasked Estep 
Score: -38126124.000000 Penalty: 14742.329102
	Iteration 19Q: 3 clusters Score -3.812612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 167993 members 
Entering Unmasked Estep 
Score: -38126132.000000 Penalty: 14742.329102
	Iteration 20F: 3 clusters Score -3.812613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 167995 members 
Entering Unmasked Estep 
Score: -38126144.000000 Penalty: 14742.329102
	Iteration 21Q: 3 clusters Score -3.812614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 167995 members 
Entering Unmasked Estep 
Score: -38126152.000000 Penalty: 14742.329102
	Iteration 22Q: 3 clusters Score -3.812615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 167998 members 
Entering Unmasked Estep 
Score: -38126164.000000 Penalty: 14742.329102
	Iteration 23Q: 3 clusters Score -3.812616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 167998 members 
Entering Unmasked Estep 
Score: -38126164.000000 Penalty: 14742.329102
	Iteration 24F: 3 clusters Score -3.812616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Entering Unmasked Estep 
Score: -2398901.750000 Penalty: 5671.041992
	Iteration 0F: 2 clusters Score -2398902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2388435.000000 Penalty: 11342.083984
	Iteration 0F: 3 clusters Score -2388435 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2390621.250000 Penalty: 11342.083984
	Iteration 1F: 3 clusters Score -2390621 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2391064.500000 Penalty: 11342.083984
	Iteration 2F: 3 clusters Score -2391064 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2391340.250000 Penalty: 11342.083984
	Iteration 3Q: 3 clusters Score -2391340 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2391536.250000 Penalty: 11342.083984
	Iteration 4Q: 3 clusters Score -2391536 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2391690.250000 Penalty: 11342.083984
	Iteration 5Q: 3 clusters Score -2391690 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2391830.500000 Penalty: 11342.083984
	Iteration 6Q: 3 clusters Score -2391830 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2391972.500000 Penalty: 11342.083984
	Iteration 7Q: 3 clusters Score -2391972 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2392120.750000 Penalty: 11342.083984
	Iteration 8Q: 3 clusters Score -2392121 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2392259.500000 Penalty: 11342.083984
	Iteration 9Q: 3 clusters Score -2392260 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2392390.500000 Penalty: 11342.083984
	Iteration 10Q: 3 clusters Score -2392390 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2392522.500000 Penalty: 11342.083984
	Iteration 11Q: 3 clusters Score -2392522 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2392643.500000 Penalty: 11342.083984
	Iteration 12Q: 3 clusters Score -2392644 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2392807.000000 Penalty: 11342.083984
	Iteration 13Q: 3 clusters Score -2392807 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2392975.750000 Penalty: 11342.083984
	Iteration 14Q: 3 clusters Score -2392976 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2393126.500000 Penalty: 11342.083984
	Iteration 15Q: 3 clusters Score -2393126 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2393272.000000 Penalty: 11342.083984
	Iteration 16Q: 3 clusters Score -2393272 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2393434.750000 Penalty: 11342.083984
	Iteration 17Q: 3 clusters Score -2393435 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2393571.000000 Penalty: 11342.083984
	Iteration 18Q: 3 clusters Score -2393571 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2393698.000000 Penalty: 11342.083984
	Iteration 19Q: 3 clusters Score -2393698 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2393820.500000 Penalty: 11342.083984
	Iteration 20F: 3 clusters Score -2393820 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2393955.000000 Penalty: 11342.083984
	Iteration 21Q: 3 clusters Score -2393955 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2394107.000000 Penalty: 11342.083984
	Iteration 22Q: 3 clusters Score -2394107 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2394271.500000 Penalty: 11342.083984
	Iteration 23Q: 3 clusters Score -2394272 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2394404.750000 Penalty: 11342.083984
	Iteration 24Q: 3 clusters Score -2394405 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2394530.250000 Penalty: 11342.083984
	Iteration 25Q: 3 clusters Score -2394530 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2394628.000000 Penalty: 11342.083984
	Iteration 26Q: 3 clusters Score -2394628 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2394731.750000 Penalty: 11342.083984
	Iteration 27Q: 3 clusters Score -2394732 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2394803.500000 Penalty: 11342.083984
	Iteration 28Q: 3 clusters Score -2394804 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2394868.750000 Penalty: 11342.083984
	Iteration 29Q: 3 clusters Score -2394869 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2394913.250000 Penalty: 11342.083984
	Iteration 30Q: 3 clusters Score -2394913 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2394953.000000 Penalty: 11342.083984
	Iteration 31Q: 3 clusters Score -2394953 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2394995.750000 Penalty: 11342.083984
	Iteration 32Q: 3 clusters Score -2394996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2395027.000000 Penalty: 11342.083984
	Iteration 33Q: 3 clusters Score -2395027 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2395064.500000 Penalty: 11342.083984
	Iteration 34Q: 3 clusters Score -2395064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2395087.250000 Penalty: 11342.083984
	Iteration 35Q: 3 clusters Score -2395087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2395134.000000 Penalty: 11342.083984
	Iteration 36Q: 3 clusters Score -2395134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2395164.000000 Penalty: 11342.083984
	Iteration 37Q: 3 clusters Score -2395164 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2395192.750000 Penalty: 11342.083984
	Iteration 38Q: 3 clusters Score -2395193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2395213.000000 Penalty: 11342.083984
	Iteration 39Q: 3 clusters Score -2395213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2395237.750000 Penalty: 11342.083984
	Iteration 40F: 3 clusters Score -2395238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2395250.000000 Penalty: 11342.083984
	Iteration 41Q: 3 clusters Score -2395250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2395249.000000 Penalty: 11342.083984
	Iteration 42Q: 3 clusters Score -2395249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2395256.250000 Penalty: 11342.083984
	Iteration 43Q: 3 clusters Score -2395256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2395266.000000 Penalty: 11342.083984
	Iteration 44Q: 3 clusters Score -2395266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2395271.000000 Penalty: 11342.083984
	Iteration 45Q: 3 clusters Score -2395271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2395277.500000 Penalty: 11342.083984
	Iteration 46Q: 3 clusters Score -2395278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2395284.250000 Penalty: 11342.083984
	Iteration 47Q: 3 clusters Score -2395284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2395287.000000 Penalty: 11342.083984
	Iteration 48Q: 3 clusters Score -2395287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2395291.250000 Penalty: 11342.083984
	Iteration 49Q: 3 clusters Score -2395291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2395297.500000 Penalty: 11342.083984
	Iteration 50Q: 3 clusters Score -2395298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2395301.000000 Penalty: 11342.083984
	Iteration 51Q: 3 clusters Score -2395301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2395301.250000 Penalty: 11342.083984
	Iteration 52Q: 3 clusters Score -2395301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2395302.250000 Penalty: 11342.083984
	Iteration 53Q: 3 clusters Score -2395302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2395303.500000 Penalty: 11342.083984
	Iteration 54Q: 3 clusters Score -2395304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2395304.500000 Penalty: 11342.083984
	Iteration 55Q: 3 clusters Score -2395304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2395301.750000 Penalty: 11342.083984
	Iteration 56Q: 3 clusters Score -2395302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2395307.500000 Penalty: 11342.083984
	Iteration 57Q: 3 clusters Score -2395308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2395310.250000 Penalty: 11342.083984
	Iteration 58Q: 3 clusters Score -2395310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2395312.000000 Penalty: 11342.083984
	Iteration 59Q: 3 clusters Score -2395312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2395310.750000 Penalty: 11342.083984
	Iteration 60F: 3 clusters Score -2395311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2395309.750000 Penalty: 11342.083984
	Iteration 61Q: 3 clusters Score -2395310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2395309.750000 Penalty: 11342.083984
	Iteration 62Q: 3 clusters Score -2395310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2395308.000000 Penalty: 11342.083984
	Iteration 63Q: 3 clusters Score -2395308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2395308.000000 Penalty: 11342.083984
	Iteration 64F: 3 clusters Score -2395308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Entering Unmasked Estep 
Score: -2767982.250000 Penalty: 5793.348145
	Iteration 0F: 2 clusters Score -2767982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2755937.250000 Penalty: 11586.696289
	Iteration 0F: 3 clusters Score -2755937 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2758805.000000 Penalty: 11586.696289
	Iteration 1F: 3 clusters Score -2758805 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2759543.750000 Penalty: 11586.696289
	Iteration 2F: 3 clusters Score -2759544 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2760196.250000 Penalty: 11586.696289
	Iteration 3F: 3 clusters Score -2760196 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2760862.000000 Penalty: 11586.696289
	Iteration 4F: 3 clusters Score -2760862 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2761459.000000 Penalty: 11586.696289
	Iteration 5F: 3 clusters Score -2761459 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2761921.250000 Penalty: 11586.696289
	Iteration 6Q: 3 clusters Score -2761921 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2762352.000000 Penalty: 11586.696289
	Iteration 7Q: 3 clusters Score -2762352 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2762673.500000 Penalty: 11586.696289
	Iteration 8Q: 3 clusters Score -2762674 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2762962.250000 Penalty: 11586.696289
	Iteration 9Q: 3 clusters Score -2762962 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2763172.250000 Penalty: 11586.696289
	Iteration 10Q: 3 clusters Score -2763172 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2763309.500000 Penalty: 11586.696289
	Iteration 11Q: 3 clusters Score -2763310 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2763424.750000 Penalty: 11586.696289
	Iteration 12Q: 3 clusters Score -2763425 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2763500.000000 Penalty: 11586.696289
	Iteration 13Q: 3 clusters Score -2763500 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2763573.000000 Penalty: 11586.696289
	Iteration 14Q: 3 clusters Score -2763573 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2763638.750000 Penalty: 11586.696289
	Iteration 15Q: 3 clusters Score -2763639 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2763679.250000 Penalty: 11586.696289
	Iteration 16Q: 3 clusters Score -2763679 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2763709.750000 Penalty: 11586.696289
	Iteration 17Q: 3 clusters Score -2763710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2763729.250000 Penalty: 11586.696289
	Iteration 18Q: 3 clusters Score -2763729 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2763749.750000 Penalty: 11586.696289
	Iteration 19Q: 3 clusters Score -2763750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2763767.500000 Penalty: 11586.696289
	Iteration 20F: 3 clusters Score -2763768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2763780.000000 Penalty: 11586.696289
	Iteration 21Q: 3 clusters Score -2763780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2763794.500000 Penalty: 11586.696289
	Iteration 22Q: 3 clusters Score -2763794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2763808.500000 Penalty: 11586.696289
	Iteration 23Q: 3 clusters Score -2763808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2763807.750000 Penalty: 11586.696289
	Iteration 24Q: 3 clusters Score -2763808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2763821.750000 Penalty: 11586.696289
	Iteration 25Q: 3 clusters Score -2763822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2763823.750000 Penalty: 11586.696289
	Iteration 26Q: 3 clusters Score -2763824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2763822.250000 Penalty: 11586.696289
	Iteration 27Q: 3 clusters Score -2763822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2763825.750000 Penalty: 11586.696289
	Iteration 28Q: 3 clusters Score -2763826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2763827.750000 Penalty: 11586.696289
	Iteration 29Q: 3 clusters Score -2763828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2763835.500000 Penalty: 11586.696289
	Iteration 30Q: 3 clusters Score -2763836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2763830.000000 Penalty: 11586.696289
	Iteration 31Q: 3 clusters Score -2763830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2763832.750000 Penalty: 11586.696289
	Iteration 32Q: 3 clusters Score -2763833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2763834.000000 Penalty: 11586.696289
	Iteration 33Q: 3 clusters Score -2763834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2763837.750000 Penalty: 11586.696289
	Iteration 34Q: 3 clusters Score -2763838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2763834.000000 Penalty: 11586.696289
	Iteration 35Q: 3 clusters Score -2763834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2763834.000000 Penalty: 11586.696289
	Iteration 36F: 3 clusters Score -2763834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Entering Unmasked Estep 
Score: -3945273.500000 Penalty: 5979.178223
	Iteration 0F: 2 clusters Score -3945274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -3930314.250000 Penalty: 11958.356445
	Iteration 0F: 3 clusters Score -3930314 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -3933961.750000 Penalty: 11958.356445
	Iteration 1F: 3 clusters Score -3933962 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -3934556.250000 Penalty: 11958.356445
	Iteration 2F: 3 clusters Score -3934556 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -3935011.250000 Penalty: 11958.356445
	Iteration 3F: 3 clusters Score -3935011 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -3935516.500000 Penalty: 11958.356445
	Iteration 4Q: 3 clusters Score -3935516 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -3936188.500000 Penalty: 11958.356445
	Iteration 5Q: 3 clusters Score -3936188 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3937248.000000 Penalty: 11958.356445
	Iteration 6F: 3 clusters Score -3937248 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -3938827.000000 Penalty: 11958.356445
	Iteration 7F: 3 clusters Score -3938827 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -3941031.750000 Penalty: 11958.356445
	Iteration 8F: 3 clusters Score -3941032 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3943086.500000 Penalty: 11958.356445
	Iteration 9F: 3 clusters Score -3943086 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3944162.500000 Penalty: 11958.356445
	Iteration 10F: 3 clusters Score -3944162 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3944688.000000 Penalty: 11958.356445
	Iteration 11Q: 3 clusters Score -3944688 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -3944975.750000 Penalty: 11958.356445
	Iteration 12Q: 3 clusters Score -3944976 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -3945190.000000 Penalty: 11958.356445
	Iteration 13Q: 3 clusters Score -3945190 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3945322.750000 Penalty: 11958.356445
	Iteration 14Q: 3 clusters Score -3945323 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3945408.250000 Penalty: 11958.356445
	Iteration 15Q: 3 clusters Score -3945408 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -3945470.750000 Penalty: 11958.356445
	Iteration 16Q: 3 clusters Score -3945471 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3945552.000000 Penalty: 11958.356445
	Iteration 17Q: 3 clusters Score -3945552 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3945605.750000 Penalty: 11958.356445
	Iteration 18Q: 3 clusters Score -3945606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -3945650.500000 Penalty: 11958.356445
	Iteration 19Q: 3 clusters Score -3945650 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -3945671.500000 Penalty: 11958.356445
	Iteration 20F: 3 clusters Score -3945672 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3945706.750000 Penalty: 11958.356445
	Iteration 21Q: 3 clusters Score -3945707 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3945721.500000 Penalty: 11958.356445
	Iteration 22Q: 3 clusters Score -3945722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3945736.750000 Penalty: 11958.356445
	Iteration 23Q: 3 clusters Score -3945737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -3945749.000000 Penalty: 11958.356445
	Iteration 24Q: 3 clusters Score -3945749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3945753.250000 Penalty: 11958.356445
	Iteration 25Q: 3 clusters Score -3945753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3945769.500000 Penalty: 11958.356445
	Iteration 26Q: 3 clusters Score -3945770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3945775.250000 Penalty: 11958.356445
	Iteration 27Q: 3 clusters Score -3945775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -3945774.250000 Penalty: 11958.356445
	Iteration 28Q: 3 clusters Score -3945774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3945775.500000 Penalty: 11958.356445
	Iteration 29Q: 3 clusters Score -3945776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3945778.750000 Penalty: 11958.356445
	Iteration 30Q: 3 clusters Score -3945779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3945780.000000 Penalty: 11958.356445
	Iteration 31Q: 3 clusters Score -3945780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3945774.000000 Penalty: 11958.356445
	Iteration 32Q: 3 clusters Score -3945774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3945774.000000 Penalty: 11958.356445
	Iteration 33F: 3 clusters Score -3945774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 34672 members 
Mstep: Class 3 contains 15340 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 37903 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7253 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 38134 members 
Mstep: Class 13 contains 168477 members 
Mstep: Class 14 contains 10497 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 4707 members 
Mstep: Class 17 contains 26367 members 
Mstep: Class 18 contains 32853 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 53346 members 
Mstep: Class 22 contains 12653 members 
Mstep: Class 23 contains 12401 members 
Mstep: Class 24 contains 6449 members 
Mstep: Class 25 contains 122287 members 
Mstep: Class 26 contains 737 members 
Entering Unmasked Estep 
Score: -138278720.000000 Penalty: 212307.062500
Splitting cluster 16 changes total score from -138279840.000000 to -138278720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (26367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Entering Unmasked Estep 
Score: -6096114.500000 Penalty: 6235.169434
	Iteration 0F: 2 clusters Score -6096114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -6075572.500000 Penalty: 12470.338867
	Iteration 0F: 3 clusters Score -6075572 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -6081470.500000 Penalty: 12470.338867
	Iteration 1F: 3 clusters Score -6081470 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -6082256.500000 Penalty: 12470.338867
	Iteration 2F: 3 clusters Score -6082256 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -6082970.500000 Penalty: 12470.338867
	Iteration 3F: 3 clusters Score -6082970 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -6083476.500000 Penalty: 12470.338867
	Iteration 4Q: 3 clusters Score -6083476 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -6083976.500000 Penalty: 12470.338867
	Iteration 5Q: 3 clusters Score -6083976 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -6084504.500000 Penalty: 12470.338867
	Iteration 6Q: 3 clusters Score -6084504 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -6085110.000000 Penalty: 12470.338867
	Iteration 7Q: 3 clusters Score -6085110 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -6085799.500000 Penalty: 12470.338867
	Iteration 8Q: 3 clusters Score -6085800 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -6086558.500000 Penalty: 12470.338867
	Iteration 9Q: 3 clusters Score -6086558 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -6087369.500000 Penalty: 12470.338867
	Iteration 10Q: 3 clusters Score -6087370 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -6088167.500000 Penalty: 12470.338867
	Iteration 11Q: 3 clusters Score -6088168 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -6088857.000000 Penalty: 12470.338867
	Iteration 12Q: 3 clusters Score -6088857 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -6089427.500000 Penalty: 12470.338867
	Iteration 13Q: 3 clusters Score -6089428 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -6089814.500000 Penalty: 12470.338867
	Iteration 14Q: 3 clusters Score -6089814 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -6090083.500000 Penalty: 12470.338867
	Iteration 15Q: 3 clusters Score -6090084 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6090301.500000 Penalty: 12470.338867
	Iteration 16Q: 3 clusters Score -6090302 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6090485.000000 Penalty: 12470.338867
	Iteration 17Q: 3 clusters Score -6090485 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6090604.500000 Penalty: 12470.338867
	Iteration 18Q: 3 clusters Score -6090604 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6090677.500000 Penalty: 12470.338867
	Iteration 19Q: 3 clusters Score -6090678 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6090728.500000 Penalty: 12470.338867
	Iteration 20F: 3 clusters Score -6090728 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6090771.500000 Penalty: 12470.338867
	Iteration 21Q: 3 clusters Score -6090772 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6090818.500000 Penalty: 12470.338867
	Iteration 22Q: 3 clusters Score -6090818 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6090857.000000 Penalty: 12470.338867
	Iteration 23Q: 3 clusters Score -6090857 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6090889.500000 Penalty: 12470.338867
	Iteration 24Q: 3 clusters Score -6090890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6090902.500000 Penalty: 12470.338867
	Iteration 25Q: 3 clusters Score -6090902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6090917.500000 Penalty: 12470.338867
	Iteration 26Q: 3 clusters Score -6090918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6090931.000000 Penalty: 12470.338867
	Iteration 27Q: 3 clusters Score -6090931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6090937.000000 Penalty: 12470.338867
	Iteration 28Q: 3 clusters Score -6090937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6090948.000000 Penalty: 12470.338867
	Iteration 29Q: 3 clusters Score -6090948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6090953.500000 Penalty: 12470.338867
	Iteration 30Q: 3 clusters Score -6090954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6090959.500000 Penalty: 12470.338867
	Iteration 31Q: 3 clusters Score -6090960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6090973.000000 Penalty: 12470.338867
	Iteration 32Q: 3 clusters Score -6090973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6090985.500000 Penalty: 12470.338867
	Iteration 33Q: 3 clusters Score -6090986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6090991.000000 Penalty: 12470.338867
	Iteration 34Q: 3 clusters Score -6090991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6091002.500000 Penalty: 12470.338867
	Iteration 35Q: 3 clusters Score -6091002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6091000.000000 Penalty: 12470.338867
	Iteration 36Q: 3 clusters Score -6091000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6091008.000000 Penalty: 12470.338867
	Iteration 37Q: 3 clusters Score -6091008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6091006.500000 Penalty: 12470.338867
	Iteration 38Q: 3 clusters Score -6091006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6091000.000000 Penalty: 12470.338867
	Iteration 39Q: 3 clusters Score -6091000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6091011.000000 Penalty: 12470.338867
	Iteration 40F: 3 clusters Score -6091011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6091007.000000 Penalty: 12470.338867
	Iteration 41Q: 3 clusters Score -6091007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6091007.000000 Penalty: 12470.338867
	Iteration 42Q: 3 clusters Score -6091007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6091013.000000 Penalty: 12470.338867
	Iteration 43Q: 3 clusters Score -6091013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6091013.000000 Penalty: 12470.338867
	Iteration 44F: 3 clusters Score -6091013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Entering Unmasked Estep 
Score: -7362304.000000 Penalty: 6369.876465
	Iteration 0F: 2 clusters Score -7362304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -7337604.500000 Penalty: 12739.752930
	Iteration 0F: 3 clusters Score -7337604 nChanged 13916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -7344888.500000 Penalty: 12739.752930
	Iteration 1F: 3 clusters Score -7344888 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -7345507.500000 Penalty: 12739.752930
	Iteration 2F: 3 clusters Score -7345508 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -7346007.500000 Penalty: 12739.752930
	Iteration 3Q: 3 clusters Score -7346008 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -7346370.500000 Penalty: 12739.752930
	Iteration 4Q: 3 clusters Score -7346370 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -7346654.500000 Penalty: 12739.752930
	Iteration 5Q: 3 clusters Score -7346654 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -7346938.000000 Penalty: 12739.752930
	Iteration 6Q: 3 clusters Score -7346938 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -7347190.500000 Penalty: 12739.752930
	Iteration 7Q: 3 clusters Score -7347190 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -7347383.000000 Penalty: 12739.752930
	Iteration 8Q: 3 clusters Score -7347383 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -7347573.500000 Penalty: 12739.752930
	Iteration 9Q: 3 clusters Score -7347574 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -7347823.000000 Penalty: 12739.752930
	Iteration 10Q: 3 clusters Score -7347823 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -7348097.000000 Penalty: 12739.752930
	Iteration 11Q: 3 clusters Score -7348097 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -7348466.000000 Penalty: 12739.752930
	Iteration 12Q: 3 clusters Score -7348466 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -7348899.000000 Penalty: 12739.752930
	Iteration 13Q: 3 clusters Score -7348899 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -7349474.500000 Penalty: 12739.752930
	Iteration 14Q: 3 clusters Score -7349474 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -7350255.000000 Penalty: 12739.752930
	Iteration 15Q: 3 clusters Score -7350255 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -7351226.500000 Penalty: 12739.752930
	Iteration 16Q: 3 clusters Score -7351226 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -7352404.000000 Penalty: 12739.752930
	Iteration 17Q: 3 clusters Score -7352404 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -7353435.500000 Penalty: 12739.752930
	Iteration 18Q: 3 clusters Score -7353436 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -7354329.000000 Penalty: 12739.752930
	Iteration 19Q: 3 clusters Score -7354329 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -7354978.000000 Penalty: 12739.752930
	Iteration 20F: 3 clusters Score -7354978 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -7355469.000000 Penalty: 12739.752930
	Iteration 21Q: 3 clusters Score -7355469 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -7355815.500000 Penalty: 12739.752930
	Iteration 22Q: 3 clusters Score -7355816 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -7356076.500000 Penalty: 12739.752930
	Iteration 23Q: 3 clusters Score -7356076 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -7356224.500000 Penalty: 12739.752930
	Iteration 24Q: 3 clusters Score -7356224 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -7356341.500000 Penalty: 12739.752930
	Iteration 25Q: 3 clusters Score -7356342 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -7356420.000000 Penalty: 12739.752930
	Iteration 26Q: 3 clusters Score -7356420 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -7356496.000000 Penalty: 12739.752930
	Iteration 27Q: 3 clusters Score -7356496 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -7356555.500000 Penalty: 12739.752930
	Iteration 28Q: 3 clusters Score -7356556 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -7356568.500000 Penalty: 12739.752930
	Iteration 29Q: 3 clusters Score -7356568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -7356591.500000 Penalty: 12739.752930
	Iteration 30Q: 3 clusters Score -7356592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -7356603.000000 Penalty: 12739.752930
	Iteration 31Q: 3 clusters Score -7356603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -7356625.500000 Penalty: 12739.752930
	Iteration 32Q: 3 clusters Score -7356626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -7356633.500000 Penalty: 12739.752930
	Iteration 33Q: 3 clusters Score -7356634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -7356635.000000 Penalty: 12739.752930
	Iteration 34Q: 3 clusters Score -7356635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -7356639.000000 Penalty: 12739.752930
	Iteration 35Q: 3 clusters Score -7356639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -7356649.500000 Penalty: 12739.752930
	Iteration 36Q: 3 clusters Score -7356650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -7356654.500000 Penalty: 12739.752930
	Iteration 37Q: 3 clusters Score -7356654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -7356659.500000 Penalty: 12739.752930
	Iteration 38Q: 3 clusters Score -7356660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -7356661.000000 Penalty: 12739.752930
	Iteration 39Q: 3 clusters Score -7356661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -7356657.500000 Penalty: 12739.752930
	Iteration 40F: 3 clusters Score -7356658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -7356672.500000 Penalty: 12739.752930
	Iteration 41Q: 3 clusters Score -7356672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -7356667.000000 Penalty: 12739.752930
	Iteration 42Q: 3 clusters Score -7356667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -7356664.000000 Penalty: 12739.752930
	Iteration 43Q: 3 clusters Score -7356664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -7356664.000000 Penalty: 12739.752930
	Iteration 44F: 3 clusters Score -7356664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -103791.023438 Penalty: 3898.409912
	Iteration 0F: 2 clusters Score -103791 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 308 members 
Entering Unmasked Estep 
Score: -100673.914062 Penalty: 7796.819824
	Iteration 0F: 3 clusters Score -100673.9 nChanged 86
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: -101070.625000 Penalty: 7796.819824
	Iteration 1F: 3 clusters Score -101070.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -101303.460938 Penalty: 7796.819824
	Iteration 2F: 3 clusters Score -101303.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -101639.242188 Penalty: 7796.819824
	Iteration 3F: 3 clusters Score -101639.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -102251.617188 Penalty: 7796.819824
	Iteration 4F: 3 clusters Score -102251.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -103283.914062 Penalty: 7796.819824
	Iteration 5F: 3 clusters Score -103283.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -103925.195312 Penalty: 7796.819824
	Iteration 6Q: 3 clusters Score -103925.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -104779.312500 Penalty: 7796.819824
	Iteration 7Q: 3 clusters Score -104779.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -105149.585938 Penalty: 7796.819824
	Iteration 8Q: 3 clusters Score -105149.6 nChanged 10
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: -105755.039062 Penalty: 7796.819824
	Iteration 9Q: 3 clusters Score -105755 nChanged 8
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: -106000.171875 Penalty: 7796.819824
	Iteration 10Q: 3 clusters Score -106000.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -106119.609375 Penalty: 7796.819824
	Iteration 11Q: 3 clusters Score -106119.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -106171.312500 Penalty: 7796.819824
	Iteration 12Q: 3 clusters Score -106171.3 nChanged 2
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: -106195.476562 Penalty: 7796.819824
	Iteration 13Q: 3 clusters Score -106195.5 nChanged 1
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: -106208.507812 Penalty: 7796.819824
	Iteration 14Q: 3 clusters Score -106208.5 nChanged 0
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: -106215.562500 Penalty: 7796.819824
	Iteration 15F: 3 clusters Score -106215.6 nChanged 1
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: -106302.828125 Penalty: 7796.819824
	Iteration 16Q: 3 clusters Score -106302.8 nChanged 0
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: -106302.828125 Penalty: 7796.819824
	Iteration 17F: 3 clusters Score -106302.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 34672 members 
Mstep: Class 3 contains 15340 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 37903 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7253 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 38134 members 
Mstep: Class 13 contains 168477 members 
Mstep: Class 14 contains 10497 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 17360 members 
Mstep: Class 17 contains 26367 members 
Mstep: Class 18 contains 32853 members 
Mstep: Class 19 contains 339 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 53346 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 12401 members 
Mstep: Class 24 contains 6449 members 
Mstep: Class 25 contains 122287 members 
Mstep: Class 26 contains 737 members 
Entering Unmasked Estep 
Score: -138278096.000000 Penalty: 212307.062500
Splitting cluster 19 changes total score from -138279840.000000 to -138278096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Entering Unmasked Estep 
Score: -614485.000000 Penalty: 4852.384766
	Iteration 0F: 2 clusters Score -614485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -608942.937500 Penalty: 9704.769531
	Iteration 0F: 3 clusters Score -608942.9 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -609780.750000 Penalty: 9704.769531
	Iteration 1F: 3 clusters Score -609780.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -610130.375000 Penalty: 9704.769531
	Iteration 2F: 3 clusters Score -610130.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -610326.750000 Penalty: 9704.769531
	Iteration 3Q: 3 clusters Score -610326.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -610436.125000 Penalty: 9704.769531
	Iteration 4Q: 3 clusters Score -610436.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -610500.687500 Penalty: 9704.769531
	Iteration 5Q: 3 clusters Score -610500.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -610556.500000 Penalty: 9704.769531
	Iteration 6Q: 3 clusters Score -610556.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -610604.625000 Penalty: 9704.769531
	Iteration 7Q: 3 clusters Score -610604.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -610647.687500 Penalty: 9704.769531
	Iteration 8Q: 3 clusters Score -610647.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -610689.187500 Penalty: 9704.769531
	Iteration 9Q: 3 clusters Score -610689.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -610717.562500 Penalty: 9704.769531
	Iteration 10Q: 3 clusters Score -610717.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -610759.562500 Penalty: 9704.769531
	Iteration 11Q: 3 clusters Score -610759.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -610798.437500 Penalty: 9704.769531
	Iteration 12Q: 3 clusters Score -610798.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -610814.937500 Penalty: 9704.769531
	Iteration 13Q: 3 clusters Score -610814.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -610832.750000 Penalty: 9704.769531
	Iteration 14Q: 3 clusters Score -610832.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -610844.375000 Penalty: 9704.769531
	Iteration 15Q: 3 clusters Score -610844.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -610859.062500 Penalty: 9704.769531
	Iteration 16Q: 3 clusters Score -610859.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -610876.500000 Penalty: 9704.769531
	Iteration 17Q: 3 clusters Score -610876.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -610893.750000 Penalty: 9704.769531
	Iteration 18Q: 3 clusters Score -610893.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -610906.625000 Penalty: 9704.769531
	Iteration 19Q: 3 clusters Score -610906.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -610913.687500 Penalty: 9704.769531
	Iteration 20F: 3 clusters Score -610913.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -610919.375000 Penalty: 9704.769531
	Iteration 21Q: 3 clusters Score -610919.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -610923.250000 Penalty: 9704.769531
	Iteration 22Q: 3 clusters Score -610923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -610927.000000 Penalty: 9704.769531
	Iteration 23Q: 3 clusters Score -610927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -610930.375000 Penalty: 9704.769531
	Iteration 24Q: 3 clusters Score -610930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -610936.562500 Penalty: 9704.769531
	Iteration 25Q: 3 clusters Score -610936.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -610943.625000 Penalty: 9704.769531
	Iteration 26Q: 3 clusters Score -610943.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -610953.062500 Penalty: 9704.769531
	Iteration 27Q: 3 clusters Score -610953.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -610965.625000 Penalty: 9704.769531
	Iteration 28Q: 3 clusters Score -610965.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -610972.187500 Penalty: 9704.769531
	Iteration 29Q: 3 clusters Score -610972.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -610976.937500 Penalty: 9704.769531
	Iteration 30Q: 3 clusters Score -610976.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -610981.312500 Penalty: 9704.769531
	Iteration 31Q: 3 clusters Score -610981.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -610983.000000 Penalty: 9704.769531
	Iteration 32Q: 3 clusters Score -610983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -610990.250000 Penalty: 9704.769531
	Iteration 33Q: 3 clusters Score -610990.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -610996.062500 Penalty: 9704.769531
	Iteration 34Q: 3 clusters Score -610996.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -611004.000000 Penalty: 9704.769531
	Iteration 35Q: 3 clusters Score -611004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -611011.625000 Penalty: 9704.769531
	Iteration 36Q: 3 clusters Score -611011.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -611020.187500 Penalty: 9704.769531
	Iteration 37Q: 3 clusters Score -611020.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -611029.375000 Penalty: 9704.769531
	Iteration 38Q: 3 clusters Score -611029.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -611033.437500 Penalty: 9704.769531
	Iteration 39Q: 3 clusters Score -611033.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -611036.625000 Penalty: 9704.769531
	Iteration 40F: 3 clusters Score -611036.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -611043.875000 Penalty: 9704.769531
	Iteration 41Q: 3 clusters Score -611043.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -611050.000000 Penalty: 9704.769531
	Iteration 42Q: 3 clusters Score -611050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -611059.062500 Penalty: 9704.769531
	Iteration 43Q: 3 clusters Score -611059.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -611065.187500 Penalty: 9704.769531
	Iteration 44Q: 3 clusters Score -611065.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -611071.125000 Penalty: 9704.769531
	Iteration 45Q: 3 clusters Score -611071.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -611080.375000 Penalty: 9704.769531
	Iteration 46Q: 3 clusters Score -611080.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -611097.687500 Penalty: 9704.769531
	Iteration 47Q: 3 clusters Score -611097.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -611111.875000 Penalty: 9704.769531
	Iteration 48Q: 3 clusters Score -611111.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -611124.812500 Penalty: 9704.769531
	Iteration 49Q: 3 clusters Score -611124.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -611152.000000 Penalty: 9704.769531
	Iteration 50Q: 3 clusters Score -611152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -611165.437500 Penalty: 9704.769531
	Iteration 51Q: 3 clusters Score -611165.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -611186.687500 Penalty: 9704.769531
	Iteration 52Q: 3 clusters Score -611186.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -611209.812500 Penalty: 9704.769531
	Iteration 53Q: 3 clusters Score -611209.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -611230.500000 Penalty: 9704.769531
	Iteration 54Q: 3 clusters Score -611230.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -611270.125000 Penalty: 9704.769531
	Iteration 55Q: 3 clusters Score -611270.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -611307.937500 Penalty: 9704.769531
	Iteration 56Q: 3 clusters Score -611307.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -611336.437500 Penalty: 9704.769531
	Iteration 57Q: 3 clusters Score -611336.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -611365.000000 Penalty: 9704.769531
	Iteration 58Q: 3 clusters Score -611365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -611397.250000 Penalty: 9704.769531
	Iteration 59Q: 3 clusters Score -611397.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -611438.937500 Penalty: 9704.769531
	Iteration 60F: 3 clusters Score -611438.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -611490.687500 Penalty: 9704.769531
	Iteration 61Q: 3 clusters Score -611490.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -611578.687500 Penalty: 9704.769531
	Iteration 62Q: 3 clusters Score -611578.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -611715.125000 Penalty: 9704.769531
	Iteration 63Q: 3 clusters Score -611715.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -611928.750000 Penalty: 9704.769531
	Iteration 64Q: 3 clusters Score -611928.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -612237.687500 Penalty: 9704.769531
	Iteration 65Q: 3 clusters Score -612237.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -612632.125000 Penalty: 9704.769531
	Iteration 66Q: 3 clusters Score -612632.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -612988.500000 Penalty: 9704.769531
	Iteration 67Q: 3 clusters Score -612988.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -613095.312500 Penalty: 9704.769531
	Iteration 68Q: 3 clusters Score -613095.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -613151.875000 Penalty: 9704.769531
	Iteration 69Q: 3 clusters Score -613151.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -613167.875000 Penalty: 9704.769531
	Iteration 70Q: 3 clusters Score -613167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -613172.687500 Penalty: 9704.769531
	Iteration 71Q: 3 clusters Score -613172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -613176.562500 Penalty: 9704.769531
	Iteration 72Q: 3 clusters Score -613176.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -613176.750000 Penalty: 9704.769531
	Iteration 73Q: 3 clusters Score -613176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -613176.750000 Penalty: 9704.769531
	Iteration 74F: 3 clusters Score -613176.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (53346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Entering Unmasked Estep 
Score: -12175768.000000 Penalty: 6666.789062
	Iteration 0F: 2 clusters Score -1.217577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -12138200.000000 Penalty: 13333.578125
	Iteration 0F: 3 clusters Score -1.21382e+07 nChanged 23480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -12150581.000000 Penalty: 13333.578125
	Iteration 1F: 3 clusters Score -1.215058e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -12151555.000000 Penalty: 13333.578125
	Iteration 2Q: 3 clusters Score -1.215156e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -12152531.000000 Penalty: 13333.578125
	Iteration 3Q: 3 clusters Score -1.215253e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -12153656.000000 Penalty: 13333.578125
	Iteration 4Q: 3 clusters Score -1.215366e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -12155079.000000 Penalty: 13333.578125
	Iteration 5Q: 3 clusters Score -1.215508e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -12156752.000000 Penalty: 13333.578125
	Iteration 6F: 3 clusters Score -1.215675e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -12158798.000000 Penalty: 13333.578125
	Iteration 7F: 3 clusters Score -1.21588e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -12160926.000000 Penalty: 13333.578125
	Iteration 8F: 3 clusters Score -1.216093e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -12162666.000000 Penalty: 13333.578125
	Iteration 9F: 3 clusters Score -1.216267e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -12164105.000000 Penalty: 13333.578125
	Iteration 10Q: 3 clusters Score -1.21641e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -12165178.000000 Penalty: 13333.578125
	Iteration 11Q: 3 clusters Score -1.216518e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -12165802.000000 Penalty: 13333.578125
	Iteration 12Q: 3 clusters Score -1.21658e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -12166247.000000 Penalty: 13333.578125
	Iteration 13Q: 3 clusters Score -1.216625e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -12166555.000000 Penalty: 13333.578125
	Iteration 14Q: 3 clusters Score -1.216656e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -12166870.000000 Penalty: 13333.578125
	Iteration 15Q: 3 clusters Score -1.216687e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -12167116.000000 Penalty: 13333.578125
	Iteration 16Q: 3 clusters Score -1.216712e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -12167331.000000 Penalty: 13333.578125
	Iteration 17Q: 3 clusters Score -1.216733e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -12167500.000000 Penalty: 13333.578125
	Iteration 18Q: 3 clusters Score -1.21675e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -12167727.000000 Penalty: 13333.578125
	Iteration 19Q: 3 clusters Score -1.216773e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -12167918.000000 Penalty: 13333.578125
	Iteration 20F: 3 clusters Score -1.216792e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -12168122.000000 Penalty: 13333.578125
	Iteration 21Q: 3 clusters Score -1.216812e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -12168261.000000 Penalty: 13333.578125
	Iteration 22Q: 3 clusters Score -1.216826e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -12168417.000000 Penalty: 13333.578125
	Iteration 23Q: 3 clusters Score -1.216842e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -12168595.000000 Penalty: 13333.578125
	Iteration 24Q: 3 clusters Score -1.21686e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -12168758.000000 Penalty: 13333.578125
	Iteration 25Q: 3 clusters Score -1.216876e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -12168870.000000 Penalty: 13333.578125
	Iteration 26Q: 3 clusters Score -1.216887e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -12169033.000000 Penalty: 13333.578125
	Iteration 27Q: 3 clusters Score -1.216903e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -12169196.000000 Penalty: 13333.578125
	Iteration 28Q: 3 clusters Score -1.21692e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -12169312.000000 Penalty: 13333.578125
	Iteration 29Q: 3 clusters Score -1.216931e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -12169440.000000 Penalty: 13333.578125
	Iteration 30Q: 3 clusters Score -1.216944e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -12169517.000000 Penalty: 13333.578125
	Iteration 31Q: 3 clusters Score -1.216952e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -12169578.000000 Penalty: 13333.578125
	Iteration 32Q: 3 clusters Score -1.216958e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -12169661.000000 Penalty: 13333.578125
	Iteration 33Q: 3 clusters Score -1.216966e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -12169723.000000 Penalty: 13333.578125
	Iteration 34Q: 3 clusters Score -1.216972e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -12169776.000000 Penalty: 13333.578125
	Iteration 35Q: 3 clusters Score -1.216978e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -12169824.000000 Penalty: 13333.578125
	Iteration 36Q: 3 clusters Score -1.216982e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -12169849.000000 Penalty: 13333.578125
	Iteration 37Q: 3 clusters Score -1.216985e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -12169858.000000 Penalty: 13333.578125
	Iteration 38Q: 3 clusters Score -1.216986e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -12169883.000000 Penalty: 13333.578125
	Iteration 39Q: 3 clusters Score -1.216988e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -12169903.000000 Penalty: 13333.578125
	Iteration 40F: 3 clusters Score -1.21699e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -12169903.000000 Penalty: 13333.578125
	Iteration 41Q: 3 clusters Score -1.21699e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -12169929.000000 Penalty: 13333.578125
	Iteration 42Q: 3 clusters Score -1.216993e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -12169928.000000 Penalty: 13333.578125
	Iteration 43Q: 3 clusters Score -1.216993e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -12169934.000000 Penalty: 13333.578125
	Iteration 44Q: 3 clusters Score -1.216993e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -12169949.000000 Penalty: 13333.578125
	Iteration 45Q: 3 clusters Score -1.216995e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -12169946.000000 Penalty: 13333.578125
	Iteration 46Q: 3 clusters Score -1.216995e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -12169968.000000 Penalty: 13333.578125
	Iteration 47Q: 3 clusters Score -1.216997e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -12169980.000000 Penalty: 13333.578125
	Iteration 48Q: 3 clusters Score -1.216998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -12169990.000000 Penalty: 13333.578125
	Iteration 49Q: 3 clusters Score -1.216999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -12169996.000000 Penalty: 13333.578125
	Iteration 50Q: 3 clusters Score -1.217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -12169991.000000 Penalty: 13333.578125
	Iteration 51Q: 3 clusters Score -1.216999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -12170000.000000 Penalty: 13333.578125
	Iteration 52Q: 3 clusters Score -1.217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -12170008.000000 Penalty: 13333.578125
	Iteration 53Q: 3 clusters Score -1.217001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -12170014.000000 Penalty: 13333.578125
	Iteration 54Q: 3 clusters Score -1.217001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -12170016.000000 Penalty: 13333.578125
	Iteration 55Q: 3 clusters Score -1.217002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -12170011.000000 Penalty: 13333.578125
	Iteration 56Q: 3 clusters Score -1.217001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -12170004.000000 Penalty: 13333.578125
	Iteration 57Q: 3 clusters Score -1.217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -12170019.000000 Penalty: 13333.578125
	Iteration 58Q: 3 clusters Score -1.217002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -12170021.000000 Penalty: 13333.578125
	Iteration 59Q: 3 clusters Score -1.217002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -12170014.000000 Penalty: 13333.578125
	Iteration 60F: 3 clusters Score -1.217001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -12170000.000000 Penalty: 13333.578125
	Iteration 61Q: 3 clusters Score -1.217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -12170010.000000 Penalty: 13333.578125
	Iteration 62Q: 3 clusters Score -1.217001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -12170004.000000 Penalty: 13333.578125
	Iteration 63Q: 3 clusters Score -1.217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -12169992.000000 Penalty: 13333.578125
	Iteration 64Q: 3 clusters Score -1.216999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -12170003.000000 Penalty: 13333.578125
	Iteration 65Q: 3 clusters Score -1.217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -12170006.000000 Penalty: 13333.578125
	Iteration 66Q: 3 clusters Score -1.217001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -12170013.000000 Penalty: 13333.578125
	Iteration 67Q: 3 clusters Score -1.217001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -12170015.000000 Penalty: 13333.578125
	Iteration 68Q: 3 clusters Score -1.217002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -12170018.000000 Penalty: 13333.578125
	Iteration 69Q: 3 clusters Score -1.217002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -12170023.000000 Penalty: 13333.578125
	Iteration 70Q: 3 clusters Score -1.217002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -12170023.000000 Penalty: 13333.578125
	Iteration 71Q: 3 clusters Score -1.217002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -12170030.000000 Penalty: 13333.578125
	Iteration 72Q: 3 clusters Score -1.217003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -12170034.000000 Penalty: 13333.578125
	Iteration 73Q: 3 clusters Score -1.217003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -12170039.000000 Penalty: 13333.578125
	Iteration 74Q: 3 clusters Score -1.217004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -12170043.000000 Penalty: 13333.578125
	Iteration 75Q: 3 clusters Score -1.217004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -12170040.000000 Penalty: 13333.578125
	Iteration 76Q: 3 clusters Score -1.217004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -12170036.000000 Penalty: 13333.578125
	Iteration 77Q: 3 clusters Score -1.217004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -12170030.000000 Penalty: 13333.578125
	Iteration 78Q: 3 clusters Score -1.217003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -12170047.000000 Penalty: 13333.578125
	Iteration 79Q: 3 clusters Score -1.217005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -12170048.000000 Penalty: 13333.578125
	Iteration 80F: 3 clusters Score -1.217005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -12170052.000000 Penalty: 13333.578125
	Iteration 81Q: 3 clusters Score -1.217005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -12170068.000000 Penalty: 13333.578125
	Iteration 82Q: 3 clusters Score -1.217007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -12170075.000000 Penalty: 13333.578125
	Iteration 83Q: 3 clusters Score -1.217008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -12170078.000000 Penalty: 13333.578125
	Iteration 84Q: 3 clusters Score -1.217008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -12170074.000000 Penalty: 13333.578125
	Iteration 85Q: 3 clusters Score -1.217007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -12170070.000000 Penalty: 13333.578125
	Iteration 86Q: 3 clusters Score -1.217007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -12170071.000000 Penalty: 13333.578125
	Iteration 87Q: 3 clusters Score -1.217007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -12170071.000000 Penalty: 13333.578125
	Iteration 88F: 3 clusters Score -1.217007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Entering Unmasked Estep 
Score: -2820598.750000 Penalty: 5773.138672
	Iteration 0F: 2 clusters Score -2820599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2808789.000000 Penalty: 11546.277344
	Iteration 0F: 3 clusters Score -2808789 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2811368.750000 Penalty: 11546.277344
	Iteration 1F: 3 clusters Score -2811369 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2811946.000000 Penalty: 11546.277344
	Iteration 2F: 3 clusters Score -2811946 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2812330.250000 Penalty: 11546.277344
	Iteration 3F: 3 clusters Score -2812330 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2812592.750000 Penalty: 11546.277344
	Iteration 4Q: 3 clusters Score -2812593 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2812825.000000 Penalty: 11546.277344
	Iteration 5Q: 3 clusters Score -2812825 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2813007.750000 Penalty: 11546.277344
	Iteration 6Q: 3 clusters Score -2813008 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2813214.750000 Penalty: 11546.277344
	Iteration 7Q: 3 clusters Score -2813215 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2813428.500000 Penalty: 11546.277344
	Iteration 8Q: 3 clusters Score -2813428 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2813630.000000 Penalty: 11546.277344
	Iteration 9Q: 3 clusters Score -2813630 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2813828.750000 Penalty: 11546.277344
	Iteration 10Q: 3 clusters Score -2813829 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2813998.750000 Penalty: 11546.277344
	Iteration 11Q: 3 clusters Score -2813999 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2814152.500000 Penalty: 11546.277344
	Iteration 12Q: 3 clusters Score -2814152 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2814325.500000 Penalty: 11546.277344
	Iteration 13Q: 3 clusters Score -2814326 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2814466.500000 Penalty: 11546.277344
	Iteration 14Q: 3 clusters Score -2814466 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2814602.250000 Penalty: 11546.277344
	Iteration 15Q: 3 clusters Score -2814602 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2814716.250000 Penalty: 11546.277344
	Iteration 16Q: 3 clusters Score -2814716 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2814828.750000 Penalty: 11546.277344
	Iteration 17Q: 3 clusters Score -2814829 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2814942.750000 Penalty: 11546.277344
	Iteration 18Q: 3 clusters Score -2814943 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2815064.250000 Penalty: 11546.277344
	Iteration 19Q: 3 clusters Score -2815064 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2815165.250000 Penalty: 11546.277344
	Iteration 20F: 3 clusters Score -2815165 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2815259.250000 Penalty: 11546.277344
	Iteration 21Q: 3 clusters Score -2815259 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2815354.000000 Penalty: 11546.277344
	Iteration 22Q: 3 clusters Score -2815354 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2815441.750000 Penalty: 11546.277344
	Iteration 23Q: 3 clusters Score -2815442 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2815542.750000 Penalty: 11546.277344
	Iteration 24Q: 3 clusters Score -2815543 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2815642.000000 Penalty: 11546.277344
	Iteration 25Q: 3 clusters Score -2815642 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2815716.750000 Penalty: 11546.277344
	Iteration 26Q: 3 clusters Score -2815717 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2815771.750000 Penalty: 11546.277344
	Iteration 27Q: 3 clusters Score -2815772 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2815855.500000 Penalty: 11546.277344
	Iteration 28Q: 3 clusters Score -2815856 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2815914.250000 Penalty: 11546.277344
	Iteration 29Q: 3 clusters Score -2815914 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2815982.000000 Penalty: 11546.277344
	Iteration 30Q: 3 clusters Score -2815982 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2816039.750000 Penalty: 11546.277344
	Iteration 31Q: 3 clusters Score -2816040 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2816111.250000 Penalty: 11546.277344
	Iteration 32Q: 3 clusters Score -2816111 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2816152.750000 Penalty: 11546.277344
	Iteration 33Q: 3 clusters Score -2816153 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2816222.500000 Penalty: 11546.277344
	Iteration 34Q: 3 clusters Score -2816222 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2816288.250000 Penalty: 11546.277344
	Iteration 35Q: 3 clusters Score -2816288 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2816356.250000 Penalty: 11546.277344
	Iteration 36Q: 3 clusters Score -2816356 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2816400.000000 Penalty: 11546.277344
	Iteration 37Q: 3 clusters Score -2816400 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2816460.000000 Penalty: 11546.277344
	Iteration 38Q: 3 clusters Score -2816460 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2816515.250000 Penalty: 11546.277344
	Iteration 39Q: 3 clusters Score -2816515 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2816549.250000 Penalty: 11546.277344
	Iteration 40F: 3 clusters Score -2816549 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2816590.750000 Penalty: 11546.277344
	Iteration 41Q: 3 clusters Score -2816591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2816607.750000 Penalty: 11546.277344
	Iteration 42Q: 3 clusters Score -2816608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2816632.500000 Penalty: 11546.277344
	Iteration 43Q: 3 clusters Score -2816632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2816649.250000 Penalty: 11546.277344
	Iteration 44Q: 3 clusters Score -2816649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2816654.750000 Penalty: 11546.277344
	Iteration 45Q: 3 clusters Score -2816655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2816670.250000 Penalty: 11546.277344
	Iteration 46Q: 3 clusters Score -2816670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2816677.250000 Penalty: 11546.277344
	Iteration 47Q: 3 clusters Score -2816677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2816678.750000 Penalty: 11546.277344
	Iteration 48Q: 3 clusters Score -2816679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2816685.000000 Penalty: 11546.277344
	Iteration 49Q: 3 clusters Score -2816685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2816688.750000 Penalty: 11546.277344
	Iteration 50Q: 3 clusters Score -2816689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2816694.750000 Penalty: 11546.277344
	Iteration 51Q: 3 clusters Score -2816695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2816707.250000 Penalty: 11546.277344
	Iteration 52Q: 3 clusters Score -2816707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2816712.000000 Penalty: 11546.277344
	Iteration 53Q: 3 clusters Score -2816712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2816710.250000 Penalty: 11546.277344
	Iteration 54Q: 3 clusters Score -2816710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2816711.250000 Penalty: 11546.277344
	Iteration 55Q: 3 clusters Score -2816711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2816709.500000 Penalty: 11546.277344
	Iteration 56Q: 3 clusters Score -2816710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2816712.250000 Penalty: 11546.277344
	Iteration 57Q: 3 clusters Score -2816712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2816712.250000 Penalty: 11546.277344
	Iteration 58F: 3 clusters Score -2816712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Entering Unmasked Estep 
Score: -1458179.250000 Penalty: 5372.654297
	Iteration 0F: 2 clusters Score -1458179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1450193.000000 Penalty: 10745.308594
	Iteration 0F: 3 clusters Score -1450193 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1451650.250000 Penalty: 10745.308594
	Iteration 1F: 3 clusters Score -1451650 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1451994.500000 Penalty: 10745.308594
	Iteration 2F: 3 clusters Score -1451994 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1452157.625000 Penalty: 10745.308594
	Iteration 3Q: 3 clusters Score -1452158 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1452244.875000 Penalty: 10745.308594
	Iteration 4Q: 3 clusters Score -1452245 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1452321.375000 Penalty: 10745.308594
	Iteration 5Q: 3 clusters Score -1452321 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1452391.750000 Penalty: 10745.308594
	Iteration 6Q: 3 clusters Score -1452392 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1452442.500000 Penalty: 10745.308594
	Iteration 7Q: 3 clusters Score -1452442 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1452474.250000 Penalty: 10745.308594
	Iteration 8Q: 3 clusters Score -1452474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1452497.875000 Penalty: 10745.308594
	Iteration 9Q: 3 clusters Score -1452498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1452527.625000 Penalty: 10745.308594
	Iteration 10Q: 3 clusters Score -1452528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1452545.750000 Penalty: 10745.308594
	Iteration 11Q: 3 clusters Score -1452546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1452558.500000 Penalty: 10745.308594
	Iteration 12Q: 3 clusters Score -1452558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1452574.875000 Penalty: 10745.308594
	Iteration 13Q: 3 clusters Score -1452575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1452588.250000 Penalty: 10745.308594
	Iteration 14Q: 3 clusters Score -1452588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1452600.250000 Penalty: 10745.308594
	Iteration 15Q: 3 clusters Score -1452600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1452610.500000 Penalty: 10745.308594
	Iteration 16Q: 3 clusters Score -1452610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1452625.500000 Penalty: 10745.308594
	Iteration 17Q: 3 clusters Score -1452626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1452636.250000 Penalty: 10745.308594
	Iteration 18Q: 3 clusters Score -1452636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1452640.500000 Penalty: 10745.308594
	Iteration 19Q: 3 clusters Score -1452640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1452649.125000 Penalty: 10745.308594
	Iteration 20F: 3 clusters Score -1452649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1452649.875000 Penalty: 10745.308594
	Iteration 21Q: 3 clusters Score -1452650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1452652.000000 Penalty: 10745.308594
	Iteration 22Q: 3 clusters Score -1452652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1452648.750000 Penalty: 10745.308594
	Iteration 23Q: 3 clusters Score -1452649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1452654.000000 Penalty: 10745.308594
	Iteration 24Q: 3 clusters Score -1452654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1452656.375000 Penalty: 10745.308594
	Iteration 25Q: 3 clusters Score -1452656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1452659.750000 Penalty: 10745.308594
	Iteration 26Q: 3 clusters Score -1452660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1452659.125000 Penalty: 10745.308594
	Iteration 27Q: 3 clusters Score -1452659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1452659.125000 Penalty: 10745.308594
	Iteration 28F: 3 clusters Score -1452659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (122287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122287 members 
Entering Unmasked Estep 
Score: -28078348.000000 Penalty: 7174.901855
	Iteration 0F: 2 clusters Score -2.807835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -27996046.000000 Penalty: 14349.803711
	Iteration 0F: 3 clusters Score -2.799605e+07 nChanged 56358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -28027774.000000 Penalty: 14349.803711
	Iteration 1F: 3 clusters Score -2.802777e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 66025 members 
Entering Unmasked Estep 
Score: -28030646.000000 Penalty: 14349.803711
	Iteration 2Q: 3 clusters Score -2.803065e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
Score: -28034476.000000 Penalty: 14349.803711
	Iteration 3F: 3 clusters Score -2.803448e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -28039508.000000 Penalty: 14349.803711
	Iteration 4F: 3 clusters Score -2.803951e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
Score: -28044952.000000 Penalty: 14349.803711
	Iteration 5F: 3 clusters Score -2.804495e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 85427 members 
Entering Unmasked Estep 
Score: -28050750.000000 Penalty: 14349.803711
	Iteration 6F: 3 clusters Score -2.805075e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 92491 members 
Entering Unmasked Estep 
Score: -28056512.000000 Penalty: 14349.803711
	Iteration 7F: 3 clusters Score -2.805651e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 99260 members 
Entering Unmasked Estep 
Score: -28061534.000000 Penalty: 14349.803711
	Iteration 8F: 3 clusters Score -2.806153e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 105020 members 
Entering Unmasked Estep 
Score: -28066078.000000 Penalty: 14349.803711
	Iteration 9Q: 3 clusters Score -2.806608e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 109361 members 
Entering Unmasked Estep 
Score: -28069676.000000 Penalty: 14349.803711
	Iteration 10Q: 3 clusters Score -2.806968e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 112348 members 
Entering Unmasked Estep 
Score: -28072208.000000 Penalty: 14349.803711
	Iteration 11Q: 3 clusters Score -2.807221e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 114207 members 
Entering Unmasked Estep 
Score: -28073732.000000 Penalty: 14349.803711
	Iteration 12Q: 3 clusters Score -2.807373e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 115339 members 
Entering Unmasked Estep 
Score: -28074646.000000 Penalty: 14349.803711
	Iteration 13Q: 3 clusters Score -2.807465e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 116051 members 
Entering Unmasked Estep 
Score: -28075272.000000 Penalty: 14349.803711
	Iteration 14Q: 3 clusters Score -2.807527e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 116553 members 
Entering Unmasked Estep 
Score: -28075554.000000 Penalty: 14349.803711
	Iteration 15Q: 3 clusters Score -2.807555e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 116903 members 
Entering Unmasked Estep 
Score: -28075816.000000 Penalty: 14349.803711
	Iteration 16Q: 3 clusters Score -2.807582e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 117166 members 
Entering Unmasked Estep 
Score: -28075894.000000 Penalty: 14349.803711
	Iteration 17Q: 3 clusters Score -2.807589e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 117355 members 
Entering Unmasked Estep 
Score: -28075882.000000 Penalty: 14349.803711
	Iteration 18Q: 3 clusters Score -2.807588e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 117491 members 
Entering Unmasked Estep 
Score: -28075946.000000 Penalty: 14349.803711
	Iteration 19Q: 3 clusters Score -2.807595e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 117619 members 
Entering Unmasked Estep 
Score: -28076022.000000 Penalty: 14349.803711
	Iteration 20F: 3 clusters Score -2.807602e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 117726 members 
Entering Unmasked Estep 
Score: -28076048.000000 Penalty: 14349.803711
	Iteration 21Q: 3 clusters Score -2.807605e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 117810 members 
Entering Unmasked Estep 
Score: -28076070.000000 Penalty: 14349.803711
	Iteration 22Q: 3 clusters Score -2.807607e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 117878 members 
Entering Unmasked Estep 
Score: -28076094.000000 Penalty: 14349.803711
	Iteration 23Q: 3 clusters Score -2.807609e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 117939 members 
Entering Unmasked Estep 
Score: -28076114.000000 Penalty: 14349.803711
	Iteration 24Q: 3 clusters Score -2.807611e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 117999 members 
Entering Unmasked Estep 
Score: -28076082.000000 Penalty: 14349.803711
	Iteration 25Q: 3 clusters Score -2.807608e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 118058 members 
Entering Unmasked Estep 
Score: -28076096.000000 Penalty: 14349.803711
	Iteration 26Q: 3 clusters Score -2.80761e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 118103 members 
Entering Unmasked Estep 
Score: -28076102.000000 Penalty: 14349.803711
	Iteration 27Q: 3 clusters Score -2.80761e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 118131 members 
Entering Unmasked Estep 
Score: -28076108.000000 Penalty: 14349.803711
	Iteration 28Q: 3 clusters Score -2.807611e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 118154 members 
Entering Unmasked Estep 
Score: -28076116.000000 Penalty: 14349.803711
	Iteration 29Q: 3 clusters Score -2.807612e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 118173 members 
Entering Unmasked Estep 
Score: -28076126.000000 Penalty: 14349.803711
	Iteration 30Q: 3 clusters Score -2.807613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 118191 members 
Entering Unmasked Estep 
Score: -28076172.000000 Penalty: 14349.803711
	Iteration 31Q: 3 clusters Score -2.807617e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 118206 members 
Entering Unmasked Estep 
Score: -28076174.000000 Penalty: 14349.803711
	Iteration 32Q: 3 clusters Score -2.807617e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 118220 members 
Entering Unmasked Estep 
Score: -28076164.000000 Penalty: 14349.803711
	Iteration 33Q: 3 clusters Score -2.807616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 118231 members 
Entering Unmasked Estep 
Score: -28076156.000000 Penalty: 14349.803711
	Iteration 34Q: 3 clusters Score -2.807616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 118241 members 
Entering Unmasked Estep 
Score: -28076152.000000 Penalty: 14349.803711
	Iteration 35Q: 3 clusters Score -2.807615e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 118253 members 
Entering Unmasked Estep 
Score: -28076154.000000 Penalty: 14349.803711
	Iteration 36Q: 3 clusters Score -2.807615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 118263 members 
Entering Unmasked Estep 
Score: -28076174.000000 Penalty: 14349.803711
	Iteration 37Q: 3 clusters Score -2.807617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 118268 members 
Entering Unmasked Estep 
Score: -28076186.000000 Penalty: 14349.803711
	Iteration 38Q: 3 clusters Score -2.807619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 118275 members 
Entering Unmasked Estep 
Score: -28076194.000000 Penalty: 14349.803711
	Iteration 39Q: 3 clusters Score -2.807619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 118285 members 
Entering Unmasked Estep 
Score: -28076200.000000 Penalty: 14349.803711
	Iteration 40F: 3 clusters Score -2.80762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 118294 members 
Entering Unmasked Estep 
Score: -28076182.000000 Penalty: 14349.803711
	Iteration 41Q: 3 clusters Score -2.807618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 118302 members 
Entering Unmasked Estep 
Score: -28076200.000000 Penalty: 14349.803711
	Iteration 42Q: 3 clusters Score -2.80762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 118304 members 
Entering Unmasked Estep 
Score: -28076194.000000 Penalty: 14349.803711
	Iteration 43Q: 3 clusters Score -2.807619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 118306 members 
Entering Unmasked Estep 
Score: -28076202.000000 Penalty: 14349.803711
	Iteration 44Q: 3 clusters Score -2.80762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 118307 members 
Entering Unmasked Estep 
Score: -28076206.000000 Penalty: 14349.803711
	Iteration 45Q: 3 clusters Score -2.807621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 118309 members 
Entering Unmasked Estep 
Score: -28076202.000000 Penalty: 14349.803711
	Iteration 46Q: 3 clusters Score -2.80762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 118311 members 
Entering Unmasked Estep 
Score: -28076194.000000 Penalty: 14349.803711
	Iteration 47Q: 3 clusters Score -2.807619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 118315 members 
Entering Unmasked Estep 
Score: -28076184.000000 Penalty: 14349.803711
	Iteration 48Q: 3 clusters Score -2.807618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 118318 members 
Entering Unmasked Estep 
Score: -28076206.000000 Penalty: 14349.803711
	Iteration 49Q: 3 clusters Score -2.807621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 118319 members 
Entering Unmasked Estep 
Score: -28076198.000000 Penalty: 14349.803711
	Iteration 50Q: 3 clusters Score -2.80762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 118319 members 
Entering Unmasked Estep 
Score: -28076198.000000 Penalty: 14349.803711
	Iteration 51F: 3 clusters Score -2.80762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -100506.960938 Penalty: 4044.084961
	Iteration 0F: 2 clusters Score -100507 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 371 members 
Entering Unmasked Estep 
Score: -97323.804688 Penalty: 8088.169922
	Iteration 0F: 3 clusters Score -97323.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -99016.406250 Penalty: 8088.169922
	Iteration 1F: 3 clusters Score -99016.41 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -100809.062500 Penalty: 8088.169922
	Iteration 2F: 3 clusters Score -100809.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -102351.437500 Penalty: 8088.169922
	Iteration 3F: 3 clusters Score -102351.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -103329.078125 Penalty: 8088.169922
	Iteration 4Q: 3 clusters Score -103329.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -104010.406250 Penalty: 8088.169922
	Iteration 5Q: 3 clusters Score -104010.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -104327.500000 Penalty: 8088.169922
	Iteration 6Q: 3 clusters Score -104327.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -104688.679688 Penalty: 8088.169922
	Iteration 7Q: 3 clusters Score -104688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -105183.609375 Penalty: 8088.169922
	Iteration 8Q: 3 clusters Score -105183.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -105213.382812 Penalty: 8088.169922
	Iteration 9Q: 3 clusters Score -105213.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -105219.210938 Penalty: 8088.169922
	Iteration 10F: 3 clusters Score -105219.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105241.460938 Penalty: 8088.169922
	Iteration 11Q: 3 clusters Score -105241.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105241.460938 Penalty: 8088.169922
	Iteration 12F: 3 clusters Score -105241.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 34672 members 
Mstep: Class 3 contains 15340 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 37903 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7253 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 38134 members 
Mstep: Class 13 contains 168477 members 
Mstep: Class 14 contains 10497 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 17360 members 
Mstep: Class 17 contains 26367 members 
Mstep: Class 18 contains 32853 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 53346 members 
Mstep: Class 22 contains 488 members 
Mstep: Class 23 contains 12401 members 
Mstep: Class 24 contains 6449 members 
Mstep: Class 25 contains 122287 members 
Mstep: Class 26 contains 249 members 
Entering Unmasked Estep 
Score: -138280416.000000 Penalty: 212307.062500
Splitting cluster 26 changes total score from -138279840.000000 to -138280416.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 34672 members 
Mstep: Class 3 contains 15340 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 37903 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7253 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 38134 members 
Mstep: Class 13 contains 168477 members 
Mstep: Class 14 contains 10497 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 17360 members 
Mstep: Class 17 contains 26367 members 
Mstep: Class 18 contains 32853 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 53346 members 
Mstep: Class 23 contains 12401 members 
Mstep: Class 24 contains 6449 members 
Mstep: Class 25 contains 122287 members 
Mstep: Class 26 contains 249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138280432.000000 Penalty: 212307.062500
Iteration 79Q: 27 clusters Score -1.382804e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 34685 members 
Mstep: Class 3 contains 15340 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 37901 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7258 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 38138 members 
Mstep: Class 13 contains 168473 members 
Mstep: Class 14 contains 10497 members 
Mstep: Class 15 contains 12818 members 
Mstep: Class 16 contains 17342 members 
Mstep: Class 17 contains 26378 members 
Mstep: Class 18 contains 32846 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 53346 members 
Mstep: Class 22 contains 488 members 
Mstep: Class 23 contains 12395 members 
Mstep: Class 24 contains 6448 members 
Mstep: Class 25 contains 122285 members 
Mstep: Class 26 contains 249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138281792.000000 Penalty: 212307.062500
Iteration 80F: 27 clusters Score -1.382818e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 34698 members 
Mstep: Class 3 contains 15341 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 37901 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7259 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 38135 members 
Mstep: Class 13 contains 168470 members 
Mstep: Class 14 contains 10496 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 17331 members 
Mstep: Class 17 contains 26388 members 
Mstep: Class 18 contains 32840 members 
Mstep: Class 19 contains 575 members 
Mstep: Class 20 contains 2756 members 
Mstep: Class 21 contains 53347 members 
Mstep: Class 22 contains 489 members 
Mstep: Class 23 contains 12391 members 
Mstep: Class 24 contains 6444 members 
Mstep: Class 25 contains 122028 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283680.000000 Penalty: 212307.062500
Iteration 81Q: 27 clusters Score -1.382837e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 34710 members 
Mstep: Class 3 contains 15342 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 37906 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 38137 members 
Mstep: Class 13 contains 168426 members 
Mstep: Class 14 contains 10499 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 16 contains 17319 members 
Mstep: Class 17 contains 26435 members 
Mstep: Class 18 contains 32832 members 
Mstep: Class 19 contains 573 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 53347 members 
Mstep: Class 22 contains 489 members 
Mstep: Class 23 contains 12392 members 
Mstep: Class 24 contains 6443 members 
Mstep: Class 25 contains 121581 members 
Mstep: Class 26 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284256.000000 Penalty: 212307.062500
Iteration 82Q: 27 clusters Score -1.382843e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 34718 members 
Mstep: Class 3 contains 15342 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 37916 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7266 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 38147 members 
Mstep: Class 13 contains 168348 members 
Mstep: Class 14 contains 10496 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 17306 members 
Mstep: Class 17 contains 26532 members 
Mstep: Class 18 contains 32829 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 53345 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 12386 members 
Mstep: Class 24 contains 6442 members 
Mstep: Class 25 contains 121110 members 
Mstep: Class 26 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284672.000000 Penalty: 212307.062500
Iteration 83Q: 27 clusters Score -1.382847e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 34735 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 37934 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7268 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 38153 members 
Mstep: Class 13 contains 168270 members 
Mstep: Class 14 contains 10490 members 
Mstep: Class 15 contains 12798 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 26637 members 
Mstep: Class 18 contains 32817 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 53344 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 12381 members 
Mstep: Class 24 contains 6440 members 
Mstep: Class 25 contains 120723 members 
Mstep: Class 26 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138285072.000000 Penalty: 212307.062500
Iteration 84Q: 27 clusters Score -1.382851e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 34749 members 
Mstep: Class 3 contains 15332 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 37946 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7269 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 38157 members 
Mstep: Class 13 contains 168195 members 
Mstep: Class 14 contains 10481 members 
Mstep: Class 15 contains 12804 members 
Mstep: Class 16 contains 17277 members 
Mstep: Class 17 contains 26759 members 
Mstep: Class 18 contains 32807 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2748 members 
Mstep: Class 21 contains 53345 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 12385 members 
Mstep: Class 24 contains 6438 members 
Mstep: Class 25 contains 120415 members 
Mstep: Class 26 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138285136.000000 Penalty: 212307.062500
Iteration 85Q: 27 clusters Score -1.382851e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 34763 members 
Mstep: Class 3 contains 15322 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 37953 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7270 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 38161 members 
Mstep: Class 13 contains 168126 members 
Mstep: Class 14 contains 10473 members 
Mstep: Class 15 contains 12810 members 
Mstep: Class 16 contains 17265 members 
Mstep: Class 17 contains 26893 members 
Mstep: Class 18 contains 32795 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 53345 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 12389 members 
Mstep: Class 24 contains 6436 members 
Mstep: Class 25 contains 120223 members 
Mstep: Class 26 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138285392.000000 Penalty: 212307.062500
Iteration 86Q: 27 clusters Score -1.382854e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 34778 members 
Mstep: Class 3 contains 15316 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 37960 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7274 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 38161 members 
Mstep: Class 13 contains 168080 members 
Mstep: Class 14 contains 10463 members 
Mstep: Class 15 contains 12815 members 
Mstep: Class 16 contains 17251 members 
Mstep: Class 17 contains 27001 members 
Mstep: Class 18 contains 32779 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 53345 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 12376 members 
Mstep: Class 24 contains 6437 members 
Mstep: Class 25 contains 120088 members 
Mstep: Class 26 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138285552.000000 Penalty: 212307.062500
Iteration 87Q: 27 clusters Score -1.382856e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 34788 members 
Mstep: Class 3 contains 15317 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 37960 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7274 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 38167 members 
Mstep: Class 13 contains 168036 members 
Mstep: Class 14 contains 10449 members 
Mstep: Class 15 contains 12815 members 
Mstep: Class 16 contains 17239 members 
Mstep: Class 17 contains 27082 members 
Mstep: Class 18 contains 32771 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2730 members 
Mstep: Class 21 contains 53346 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 6435 members 
Mstep: Class 25 contains 120008 members 
Mstep: Class 26 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138285808.000000 Penalty: 212307.062500
Iteration 88Q: 27 clusters Score -1.382858e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 34794 members 
Mstep: Class 3 contains 15320 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 37959 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7274 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 38172 members 
Mstep: Class 13 contains 167998 members 
Mstep: Class 14 contains 10448 members 
Mstep: Class 15 contains 12814 members 
Mstep: Class 16 contains 17233 members 
Mstep: Class 17 contains 27167 members 
Mstep: Class 18 contains 32764 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 53346 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 12358 members 
Mstep: Class 24 contains 6434 members 
Mstep: Class 25 contains 119926 members 
Mstep: Class 26 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138285984.000000 Penalty: 212307.062500
Iteration 89Q: 27 clusters Score -1.38286e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 34800 members 
Mstep: Class 3 contains 15317 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 37963 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7279 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 38176 members 
Mstep: Class 13 contains 167975 members 
Mstep: Class 14 contains 10438 members 
Mstep: Class 15 contains 12813 members 
Mstep: Class 16 contains 17228 members 
Mstep: Class 17 contains 27226 members 
Mstep: Class 18 contains 32754 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 53346 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 12351 members 
Mstep: Class 24 contains 6434 members 
Mstep: Class 25 contains 119860 members 
Mstep: Class 26 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286064.000000 Penalty: 212307.062500
Iteration 90Q: 27 clusters Score -1.382861e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 34800 members 
Mstep: Class 3 contains 15320 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 37966 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7282 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 38180 members 
Mstep: Class 13 contains 167959 members 
Mstep: Class 14 contains 10436 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 17225 members 
Mstep: Class 17 contains 27273 members 
Mstep: Class 18 contains 32742 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2720 members 
Mstep: Class 21 contains 53347 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 12347 members 
Mstep: Class 24 contains 6435 members 
Mstep: Class 25 contains 119807 members 
Mstep: Class 26 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286048.000000 Penalty: 212307.062500
Iteration 91Q: 27 clusters Score -1.38286e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 34802 members 
Mstep: Class 3 contains 15319 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 37969 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7281 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 38180 members 
Mstep: Class 13 contains 167953 members 
Mstep: Class 14 contains 10436 members 
Mstep: Class 15 contains 12809 members 
Mstep: Class 16 contains 17223 members 
Mstep: Class 17 contains 27308 members 
Mstep: Class 18 contains 32734 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2719 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 6436 members 
Mstep: Class 25 contains 119768 members 
Mstep: Class 26 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286176.000000 Penalty: 212307.062500
Iteration 92Q: 27 clusters Score -1.382862e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 34802 members 
Mstep: Class 3 contains 15325 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 37969 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7281 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2193 members 
Mstep: Class 12 contains 38179 members 
Mstep: Class 13 contains 167934 members 
Mstep: Class 14 contains 10434 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 17220 members 
Mstep: Class 17 contains 27344 members 
Mstep: Class 18 contains 32726 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 12334 members 
Mstep: Class 24 contains 6435 members 
Mstep: Class 25 contains 119758 members 
Mstep: Class 26 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286128.000000 Penalty: 212307.062500
Iteration 93Q: 27 clusters Score -1.382861e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 34807 members 
Mstep: Class 3 contains 15328 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 37971 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7280 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 38177 members 
Mstep: Class 13 contains 167926 members 
Mstep: Class 14 contains 10434 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 17217 members 
Mstep: Class 17 contains 27374 members 
Mstep: Class 18 contains 32719 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 53347 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 12322 members 
Mstep: Class 24 contains 6432 members 
Mstep: Class 25 contains 119751 members 
Mstep: Class 26 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286048.000000 Penalty: 212307.062500
Iteration 94Q: 27 clusters Score -1.38286e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 34813 members 
Mstep: Class 3 contains 15330 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 37972 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7281 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38176 members 
Mstep: Class 13 contains 167913 members 
Mstep: Class 14 contains 10432 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 17212 members 
Mstep: Class 17 contains 27400 members 
Mstep: Class 18 contains 32715 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 53347 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 12312 members 
Mstep: Class 24 contains 6432 members 
Mstep: Class 25 contains 119746 members 
Mstep: Class 26 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286144.000000 Penalty: 212307.062500
Iteration 95Q: 27 clusters Score -1.382861e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 34817 members 
Mstep: Class 3 contains 15341 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 37973 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7283 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2195 members 
Mstep: Class 12 contains 38178 members 
Mstep: Class 13 contains 167910 members 
Mstep: Class 14 contains 10432 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 16 contains 17204 members 
Mstep: Class 17 contains 27415 members 
Mstep: Class 18 contains 32711 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 53347 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 12301 members 
Mstep: Class 24 contains 6430 members 
Mstep: Class 25 contains 119738 members 
Mstep: Class 26 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286080.000000 Penalty: 212307.062500
Iteration 96Q: 27 clusters Score -1.382861e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 34820 members 
Mstep: Class 3 contains 15350 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 37974 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7284 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2195 members 
Mstep: Class 12 contains 38177 members 
Mstep: Class 13 contains 167896 members 
Mstep: Class 14 contains 10432 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 17200 members 
Mstep: Class 17 contains 27430 members 
Mstep: Class 18 contains 32708 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 53347 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 12291 members 
Mstep: Class 24 contains 6429 members 
Mstep: Class 25 contains 119738 members 
Mstep: Class 26 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286032.000000 Penalty: 212307.062500
Iteration 97Q: 27 clusters Score -1.38286e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 34830 members 
Mstep: Class 3 contains 15357 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 37975 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7286 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2195 members 
Mstep: Class 12 contains 38178 members 
Mstep: Class 13 contains 167886 members 
Mstep: Class 14 contains 10433 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 16 contains 17192 members 
Mstep: Class 17 contains 27445 members 
Mstep: Class 18 contains 32708 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 53347 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 12280 members 
Mstep: Class 24 contains 6426 members 
Mstep: Class 25 contains 119734 members 
Mstep: Class 26 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286208.000000 Penalty: 212307.062500
Iteration 98Q: 27 clusters Score -1.382862e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 34845 members 
Mstep: Class 3 contains 15358 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 37976 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7285 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2195 members 
Mstep: Class 12 contains 38180 members 
Mstep: Class 13 contains 167882 members 
Mstep: Class 14 contains 10433 members 
Mstep: Class 15 contains 12805 members 
Mstep: Class 16 contains 17186 members 
Mstep: Class 17 contains 27455 members 
Mstep: Class 18 contains 32708 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 53347 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 12274 members 
Mstep: Class 24 contains 6421 members 
Mstep: Class 25 contains 119726 members 
Mstep: Class 26 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286160.000000 Penalty: 212307.062500
Iteration 99Q: 27 clusters Score -1.382862e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 34853 members 
Mstep: Class 3 contains 15365 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 37976 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7285 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2195 members 
Mstep: Class 12 contains 38180 members 
Mstep: Class 13 contains 167879 members 
Mstep: Class 14 contains 10433 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 16 contains 17182 members 
Mstep: Class 17 contains 27461 members 
Mstep: Class 18 contains 32708 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 53347 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 12265 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 119722 members 
Mstep: Class 26 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286448.000000 Penalty: 212307.062500
Iteration 100F: 27 clusters Score -1.382864e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 34855 members 
Mstep: Class 3 contains 15366 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 37975 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7286 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 38181 members 
Mstep: Class 13 contains 167877 members 
Mstep: Class 14 contains 10433 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 17179 members 
Mstep: Class 17 contains 27446 members 
Mstep: Class 18 contains 32707 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 53347 members 
Mstep: Class 22 contains 491 members 
Mstep: Class 23 contains 12260 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 119677 members 
Mstep: Class 26 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286528.000000 Penalty: 212307.062500
Iteration 101Q: 27 clusters Score -1.382865e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 34857 members 
Mstep: Class 3 contains 15368 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7287 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2193 members 
Mstep: Class 12 contains 38184 members 
Mstep: Class 13 contains 167871 members 
Mstep: Class 14 contains 10434 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 17177 members 
Mstep: Class 17 contains 27451 members 
Mstep: Class 18 contains 32706 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 53347 members 
Mstep: Class 22 contains 495 members 
Mstep: Class 23 contains 12254 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 119618 members 
Mstep: Class 26 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286640.000000 Penalty: 212307.062500
Iteration 102Q: 27 clusters Score -1.382866e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 34860 members 
Mstep: Class 3 contains 15369 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 37978 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7286 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2193 members 
Mstep: Class 12 contains 38188 members 
Mstep: Class 13 contains 167856 members 
Mstep: Class 14 contains 10435 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 17174 members 
Mstep: Class 17 contains 27465 members 
Mstep: Class 18 contains 32705 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 496 members 
Mstep: Class 23 contains 12246 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 119578 members 
Mstep: Class 26 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286672.000000 Penalty: 212307.062500
Iteration 103Q: 27 clusters Score -1.382867e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 34867 members 
Mstep: Class 3 contains 15369 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 37978 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7286 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 38191 members 
Mstep: Class 13 contains 167842 members 
Mstep: Class 14 contains 10431 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 16 contains 17172 members 
Mstep: Class 17 contains 27477 members 
Mstep: Class 18 contains 32705 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12242 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 119548 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286800.000000 Penalty: 212307.062500
Iteration 104Q: 27 clusters Score -1.382868e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 34872 members 
Mstep: Class 3 contains 15369 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 37978 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7285 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 38194 members 
Mstep: Class 13 contains 167834 members 
Mstep: Class 14 contains 10429 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 17169 members 
Mstep: Class 17 contains 27495 members 
Mstep: Class 18 contains 32701 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12239 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 119522 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286736.000000 Penalty: 212307.062500
Iteration 105Q: 27 clusters Score -1.382867e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 34873 members 
Mstep: Class 3 contains 15372 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 37978 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7286 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 38195 members 
Mstep: Class 13 contains 167835 members 
Mstep: Class 14 contains 10427 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 17168 members 
Mstep: Class 17 contains 27508 members 
Mstep: Class 18 contains 32694 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2711 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12236 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 119498 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286864.000000 Penalty: 212307.062500
Iteration 106Q: 27 clusters Score -1.382869e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 34872 members 
Mstep: Class 3 contains 15372 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 37979 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7288 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 38197 members 
Mstep: Class 13 contains 167838 members 
Mstep: Class 14 contains 10425 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 17167 members 
Mstep: Class 17 contains 27523 members 
Mstep: Class 18 contains 32686 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12235 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 119472 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286768.000000 Penalty: 212307.062500
Iteration 107Q: 27 clusters Score -1.382868e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 34875 members 
Mstep: Class 3 contains 15375 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37979 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7290 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 38197 members 
Mstep: Class 13 contains 167834 members 
Mstep: Class 14 contains 10424 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 17163 members 
Mstep: Class 17 contains 27535 members 
Mstep: Class 18 contains 32683 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12230 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 119459 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286816.000000 Penalty: 212307.062500
Iteration 108Q: 27 clusters Score -1.382868e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 34878 members 
Mstep: Class 3 contains 15375 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37979 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7294 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 38197 members 
Mstep: Class 13 contains 167832 members 
Mstep: Class 14 contains 10423 members 
Mstep: Class 15 contains 12808 members 
Mstep: Class 16 contains 17158 members 
Mstep: Class 17 contains 27545 members 
Mstep: Class 18 contains 32679 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12226 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 119450 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286784.000000 Penalty: 212307.062500
Iteration 109Q: 27 clusters Score -1.382868e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 34883 members 
Mstep: Class 3 contains 15375 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37979 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7296 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 38196 members 
Mstep: Class 13 contains 167825 members 
Mstep: Class 14 contains 10423 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 17154 members 
Mstep: Class 17 contains 27555 members 
Mstep: Class 18 contains 32674 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12222 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 119449 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286752.000000 Penalty: 212307.062500
Iteration 110Q: 27 clusters Score -1.382868e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34885 members 
Mstep: Class 3 contains 15379 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37979 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7297 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 38196 members 
Mstep: Class 13 contains 167823 members 
Mstep: Class 14 contains 10421 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 16 contains 17148 members 
Mstep: Class 17 contains 27566 members 
Mstep: Class 18 contains 32666 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12223 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 119443 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286800.000000 Penalty: 212307.062500
Iteration 111Q: 27 clusters Score -1.382868e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 34887 members 
Mstep: Class 3 contains 15383 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37979 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7299 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 38194 members 
Mstep: Class 13 contains 167819 members 
Mstep: Class 14 contains 10419 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 16 contains 17144 members 
Mstep: Class 17 contains 27570 members 
Mstep: Class 18 contains 32659 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12221 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 119449 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286800.000000 Penalty: 212307.062500
Iteration 112Q: 27 clusters Score -1.382868e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 34894 members 
Mstep: Class 3 contains 15385 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37978 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7300 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 38193 members 
Mstep: Class 13 contains 167818 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 16 contains 17133 members 
Mstep: Class 17 contains 27573 members 
Mstep: Class 18 contains 32654 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12222 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 119457 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286800.000000 Penalty: 212307.062500
Iteration 113Q: 27 clusters Score -1.382868e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 34901 members 
Mstep: Class 3 contains 15389 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7300 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2195 members 
Mstep: Class 12 contains 38193 members 
Mstep: Class 13 contains 167823 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 16 contains 17120 members 
Mstep: Class 17 contains 27574 members 
Mstep: Class 18 contains 32645 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12225 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 119462 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286784.000000 Penalty: 212307.062500
Iteration 114Q: 27 clusters Score -1.382868e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 34903 members 
Mstep: Class 3 contains 15391 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7300 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38192 members 
Mstep: Class 13 contains 167823 members 
Mstep: Class 14 contains 10410 members 
Mstep: Class 15 contains 12805 members 
Mstep: Class 16 contains 17114 members 
Mstep: Class 17 contains 27578 members 
Mstep: Class 18 contains 32638 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12228 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 119469 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286784.000000 Penalty: 212307.062500
Iteration 115Q: 27 clusters Score -1.382868e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 34910 members 
Mstep: Class 3 contains 15396 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7300 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38191 members 
Mstep: Class 13 contains 167829 members 
Mstep: Class 14 contains 10410 members 
Mstep: Class 15 contains 12805 members 
Mstep: Class 16 contains 17103 members 
Mstep: Class 17 contains 27583 members 
Mstep: Class 18 contains 32625 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12226 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 119474 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286880.000000 Penalty: 212307.062500
Iteration 116Q: 27 clusters Score -1.382869e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 15398 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7300 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38192 members 
Mstep: Class 13 contains 167835 members 
Mstep: Class 14 contains 10411 members 
Mstep: Class 15 contains 12805 members 
Mstep: Class 16 contains 17098 members 
Mstep: Class 17 contains 27585 members 
Mstep: Class 18 contains 32609 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12225 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 119482 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286864.000000 Penalty: 212307.062500
Iteration 117Q: 27 clusters Score -1.382869e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 34918 members 
Mstep: Class 3 contains 15398 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7301 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38193 members 
Mstep: Class 13 contains 167846 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 12805 members 
Mstep: Class 16 contains 17094 members 
Mstep: Class 17 contains 27585 members 
Mstep: Class 18 contains 32596 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12224 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 119483 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286896.000000 Penalty: 212307.062500
Iteration 118Q: 27 clusters Score -1.382869e+08 nChanged 24
Entering ConstructFrom: 
Score: -138286896.000000 Penalty: 212307.062500
Entering ConstructFrom: 
Trying to split cluster 1 (10998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Entering Unmasked Estep 
Score: -2519643.000000 Penalty: 5699.599609
	Iteration 0F: 2 clusters Score -2519643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2508859.500000 Penalty: 11399.199219
	Iteration 0F: 3 clusters Score -2508860 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2511052.500000 Penalty: 11399.199219
	Iteration 1F: 3 clusters Score -2511052 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2511496.250000 Penalty: 11399.199219
	Iteration 2F: 3 clusters Score -2511496 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2511768.250000 Penalty: 11399.199219
	Iteration 3Q: 3 clusters Score -2511768 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2511930.500000 Penalty: 11399.199219
	Iteration 4Q: 3 clusters Score -2511930 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2512058.750000 Penalty: 11399.199219
	Iteration 5Q: 3 clusters Score -2512059 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2512138.500000 Penalty: 11399.199219
	Iteration 6Q: 3 clusters Score -2512138 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2512187.750000 Penalty: 11399.199219
	Iteration 7Q: 3 clusters Score -2512188 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2512228.750000 Penalty: 11399.199219
	Iteration 8Q: 3 clusters Score -2512229 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2512265.750000 Penalty: 11399.199219
	Iteration 9Q: 3 clusters Score -2512266 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2512292.000000 Penalty: 11399.199219
	Iteration 10Q: 3 clusters Score -2512292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2512333.000000 Penalty: 11399.199219
	Iteration 11Q: 3 clusters Score -2512333 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2512355.250000 Penalty: 11399.199219
	Iteration 12Q: 3 clusters Score -2512355 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2512372.750000 Penalty: 11399.199219
	Iteration 13Q: 3 clusters Score -2512373 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2512400.750000 Penalty: 11399.199219
	Iteration 14Q: 3 clusters Score -2512401 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2512421.000000 Penalty: 11399.199219
	Iteration 15Q: 3 clusters Score -2512421 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2512446.000000 Penalty: 11399.199219
	Iteration 16Q: 3 clusters Score -2512446 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2512468.500000 Penalty: 11399.199219
	Iteration 17Q: 3 clusters Score -2512468 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2512497.250000 Penalty: 11399.199219
	Iteration 18Q: 3 clusters Score -2512497 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2512520.250000 Penalty: 11399.199219
	Iteration 19Q: 3 clusters Score -2512520 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2512542.250000 Penalty: 11399.199219
	Iteration 20F: 3 clusters Score -2512542 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2512569.750000 Penalty: 11399.199219
	Iteration 21Q: 3 clusters Score -2512570 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2512594.250000 Penalty: 11399.199219
	Iteration 22Q: 3 clusters Score -2512594 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2512605.500000 Penalty: 11399.199219
	Iteration 23Q: 3 clusters Score -2512606 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2512653.500000 Penalty: 11399.199219
	Iteration 24Q: 3 clusters Score -2512654 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2512669.750000 Penalty: 11399.199219
	Iteration 25Q: 3 clusters Score -2512670 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2512704.750000 Penalty: 11399.199219
	Iteration 26Q: 3 clusters Score -2512705 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2512747.250000 Penalty: 11399.199219
	Iteration 27Q: 3 clusters Score -2512747 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2512777.750000 Penalty: 11399.199219
	Iteration 28Q: 3 clusters Score -2512778 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2512819.250000 Penalty: 11399.199219
	Iteration 29Q: 3 clusters Score -2512819 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2512856.750000 Penalty: 11399.199219
	Iteration 30Q: 3 clusters Score -2512857 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2512884.500000 Penalty: 11399.199219
	Iteration 31Q: 3 clusters Score -2512884 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2512920.500000 Penalty: 11399.199219
	Iteration 32Q: 3 clusters Score -2512920 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2512959.000000 Penalty: 11399.199219
	Iteration 33Q: 3 clusters Score -2512959 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2512984.000000 Penalty: 11399.199219
	Iteration 34Q: 3 clusters Score -2512984 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2513018.000000 Penalty: 11399.199219
	Iteration 35Q: 3 clusters Score -2513018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2513046.250000 Penalty: 11399.199219
	Iteration 36Q: 3 clusters Score -2513046 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2513089.250000 Penalty: 11399.199219
	Iteration 37Q: 3 clusters Score -2513089 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2513133.000000 Penalty: 11399.199219
	Iteration 38Q: 3 clusters Score -2513133 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2513173.250000 Penalty: 11399.199219
	Iteration 39Q: 3 clusters Score -2513173 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2513219.750000 Penalty: 11399.199219
	Iteration 40F: 3 clusters Score -2513220 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2513266.750000 Penalty: 11399.199219
	Iteration 41Q: 3 clusters Score -2513267 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2513316.250000 Penalty: 11399.199219
	Iteration 42Q: 3 clusters Score -2513316 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2513357.250000 Penalty: 11399.199219
	Iteration 43Q: 3 clusters Score -2513357 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2513413.000000 Penalty: 11399.199219
	Iteration 44Q: 3 clusters Score -2513413 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2513480.000000 Penalty: 11399.199219
	Iteration 45Q: 3 clusters Score -2513480 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2513545.250000 Penalty: 11399.199219
	Iteration 46Q: 3 clusters Score -2513545 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2513613.750000 Penalty: 11399.199219
	Iteration 47Q: 3 clusters Score -2513614 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2513686.500000 Penalty: 11399.199219
	Iteration 48Q: 3 clusters Score -2513686 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2513750.750000 Penalty: 11399.199219
	Iteration 49Q: 3 clusters Score -2513751 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2513819.750000 Penalty: 11399.199219
	Iteration 50Q: 3 clusters Score -2513820 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2513892.250000 Penalty: 11399.199219
	Iteration 51Q: 3 clusters Score -2513892 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2513967.500000 Penalty: 11399.199219
	Iteration 52Q: 3 clusters Score -2513968 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2514042.500000 Penalty: 11399.199219
	Iteration 53Q: 3 clusters Score -2514042 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2514116.250000 Penalty: 11399.199219
	Iteration 54Q: 3 clusters Score -2514116 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2514179.000000 Penalty: 11399.199219
	Iteration 55Q: 3 clusters Score -2514179 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2514252.250000 Penalty: 11399.199219
	Iteration 56Q: 3 clusters Score -2514252 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2514299.500000 Penalty: 11399.199219
	Iteration 57Q: 3 clusters Score -2514300 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2514356.750000 Penalty: 11399.199219
	Iteration 58Q: 3 clusters Score -2514357 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2514391.250000 Penalty: 11399.199219
	Iteration 59Q: 3 clusters Score -2514391 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2514443.500000 Penalty: 11399.199219
	Iteration 60F: 3 clusters Score -2514444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2514474.500000 Penalty: 11399.199219
	Iteration 61Q: 3 clusters Score -2514474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2514517.500000 Penalty: 11399.199219
	Iteration 62Q: 3 clusters Score -2514518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2514543.750000 Penalty: 11399.199219
	Iteration 63Q: 3 clusters Score -2514544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2514583.000000 Penalty: 11399.199219
	Iteration 64Q: 3 clusters Score -2514583 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2514629.250000 Penalty: 11399.199219
	Iteration 65Q: 3 clusters Score -2514629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2514656.750000 Penalty: 11399.199219
	Iteration 66Q: 3 clusters Score -2514657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2514676.750000 Penalty: 11399.199219
	Iteration 67Q: 3 clusters Score -2514677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2514687.000000 Penalty: 11399.199219
	Iteration 68Q: 3 clusters Score -2514687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2514701.500000 Penalty: 11399.199219
	Iteration 69Q: 3 clusters Score -2514702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2514720.250000 Penalty: 11399.199219
	Iteration 70Q: 3 clusters Score -2514720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2514734.750000 Penalty: 11399.199219
	Iteration 71Q: 3 clusters Score -2514735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2514753.250000 Penalty: 11399.199219
	Iteration 72Q: 3 clusters Score -2514753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2514772.500000 Penalty: 11399.199219
	Iteration 73Q: 3 clusters Score -2514772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2514790.000000 Penalty: 11399.199219
	Iteration 74Q: 3 clusters Score -2514790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2514813.500000 Penalty: 11399.199219
	Iteration 75Q: 3 clusters Score -2514814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2514826.000000 Penalty: 11399.199219
	Iteration 76Q: 3 clusters Score -2514826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2514835.750000 Penalty: 11399.199219
	Iteration 77Q: 3 clusters Score -2514836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2514849.000000 Penalty: 11399.199219
	Iteration 78Q: 3 clusters Score -2514849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2514853.750000 Penalty: 11399.199219
	Iteration 79Q: 3 clusters Score -2514854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2514864.000000 Penalty: 11399.199219
	Iteration 80F: 3 clusters Score -2514864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2514869.750000 Penalty: 11399.199219
	Iteration 81Q: 3 clusters Score -2514870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2514885.750000 Penalty: 11399.199219
	Iteration 82Q: 3 clusters Score -2514886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2514897.500000 Penalty: 11399.199219
	Iteration 83Q: 3 clusters Score -2514898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2514913.750000 Penalty: 11399.199219
	Iteration 84Q: 3 clusters Score -2514914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2514922.250000 Penalty: 11399.199219
	Iteration 85Q: 3 clusters Score -2514922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2514925.750000 Penalty: 11399.199219
	Iteration 86Q: 3 clusters Score -2514926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2514924.750000 Penalty: 11399.199219
	Iteration 87Q: 3 clusters Score -2514925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2514924.750000 Penalty: 11399.199219
	Iteration 88F: 3 clusters Score -2514925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Entering Unmasked Estep 
Score: -7964797.500000 Penalty: 6407.319336
	Iteration 0F: 2 clusters Score -7964798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -7938617.500000 Penalty: 12814.638672
	Iteration 0F: 3 clusters Score -7938618 nChanged 14844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -7946661.500000 Penalty: 12814.638672
	Iteration 1F: 3 clusters Score -7946662 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -7947409.500000 Penalty: 12814.638672
	Iteration 2F: 3 clusters Score -7947410 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -7948024.000000 Penalty: 12814.638672
	Iteration 3Q: 3 clusters Score -7948024 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -7948571.500000 Penalty: 12814.638672
	Iteration 4Q: 3 clusters Score -7948572 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -7949142.500000 Penalty: 12814.638672
	Iteration 5Q: 3 clusters Score -7949142 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -7949765.000000 Penalty: 12814.638672
	Iteration 6Q: 3 clusters Score -7949765 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -7950531.000000 Penalty: 12814.638672
	Iteration 7Q: 3 clusters Score -7950531 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -7951399.000000 Penalty: 12814.638672
	Iteration 8Q: 3 clusters Score -7951399 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -7952344.500000 Penalty: 12814.638672
	Iteration 9Q: 3 clusters Score -7952344 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -7953389.000000 Penalty: 12814.638672
	Iteration 10Q: 3 clusters Score -7953389 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -7954326.500000 Penalty: 12814.638672
	Iteration 11Q: 3 clusters Score -7954326 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -7955218.000000 Penalty: 12814.638672
	Iteration 12Q: 3 clusters Score -7955218 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -7955990.500000 Penalty: 12814.638672
	Iteration 13Q: 3 clusters Score -7955990 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -7956759.500000 Penalty: 12814.638672
	Iteration 14Q: 3 clusters Score -7956760 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -7957490.000000 Penalty: 12814.638672
	Iteration 15Q: 3 clusters Score -7957490 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -7958061.000000 Penalty: 12814.638672
	Iteration 16Q: 3 clusters Score -7958061 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -7958500.000000 Penalty: 12814.638672
	Iteration 17Q: 3 clusters Score -7958500 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -7958737.000000 Penalty: 12814.638672
	Iteration 18Q: 3 clusters Score -7958737 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -7958909.500000 Penalty: 12814.638672
	Iteration 19Q: 3 clusters Score -7958910 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -7958975.000000 Penalty: 12814.638672
	Iteration 20F: 3 clusters Score -7958975 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -7959026.500000 Penalty: 12814.638672
	Iteration 21Q: 3 clusters Score -7959026 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -7959039.500000 Penalty: 12814.638672
	Iteration 22Q: 3 clusters Score -7959040 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -7959062.000000 Penalty: 12814.638672
	Iteration 23Q: 3 clusters Score -7959062 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -7959081.000000 Penalty: 12814.638672
	Iteration 24Q: 3 clusters Score -7959081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -7959099.000000 Penalty: 12814.638672
	Iteration 25Q: 3 clusters Score -7959099 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -7959113.000000 Penalty: 12814.638672
	Iteration 26Q: 3 clusters Score -7959113 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -7959113.000000 Penalty: 12814.638672
	Iteration 27Q: 3 clusters Score -7959113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -7959111.500000 Penalty: 12814.638672
	Iteration 28Q: 3 clusters Score -7959112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -7959119.500000 Penalty: 12814.638672
	Iteration 29Q: 3 clusters Score -7959120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -7959129.000000 Penalty: 12814.638672
	Iteration 30Q: 3 clusters Score -7959129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -7959134.500000 Penalty: 12814.638672
	Iteration 31Q: 3 clusters Score -7959134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -7959143.500000 Penalty: 12814.638672
	Iteration 32Q: 3 clusters Score -7959144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -7959146.000000 Penalty: 12814.638672
	Iteration 33Q: 3 clusters Score -7959146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -7959138.000000 Penalty: 12814.638672
	Iteration 34Q: 3 clusters Score -7959138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -7959139.500000 Penalty: 12814.638672
	Iteration 35Q: 3 clusters Score -7959140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -7959143.000000 Penalty: 12814.638672
	Iteration 36Q: 3 clusters Score -7959143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -7959139.500000 Penalty: 12814.638672
	Iteration 37Q: 3 clusters Score -7959140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -7959142.500000 Penalty: 12814.638672
	Iteration 38Q: 3 clusters Score -7959142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -7959138.500000 Penalty: 12814.638672
	Iteration 39Q: 3 clusters Score -7959138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -7959143.500000 Penalty: 12814.638672
	Iteration 40F: 3 clusters Score -7959144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -7959146.000000 Penalty: 12814.638672
	Iteration 41Q: 3 clusters Score -7959146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -7959140.500000 Penalty: 12814.638672
	Iteration 42Q: 3 clusters Score -7959140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -7959146.500000 Penalty: 12814.638672
	Iteration 43Q: 3 clusters Score -7959146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -7959148.000000 Penalty: 12814.638672
	Iteration 44Q: 3 clusters Score -7959148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -7959149.000000 Penalty: 12814.638672
	Iteration 45Q: 3 clusters Score -7959149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -7959153.000000 Penalty: 12814.638672
	Iteration 46Q: 3 clusters Score -7959153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -7959148.000000 Penalty: 12814.638672
	Iteration 47Q: 3 clusters Score -7959148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -7959149.000000 Penalty: 12814.638672
	Iteration 48Q: 3 clusters Score -7959149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -7959149.000000 Penalty: 12814.638672
	Iteration 49F: 3 clusters Score -7959149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Entering Unmasked Estep 
Score: -3469712.500000 Penalty: 5905.720215
	Iteration 0F: 2 clusters Score -3469712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -3456160.250000 Penalty: 11811.440430
	Iteration 0F: 3 clusters Score -3456160 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -3459291.000000 Penalty: 11811.440430
	Iteration 1F: 3 clusters Score -3459291 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -3459862.750000 Penalty: 11811.440430
	Iteration 2F: 3 clusters Score -3459863 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3460264.250000 Penalty: 11811.440430
	Iteration 3Q: 3 clusters Score -3460264 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -3460601.000000 Penalty: 11811.440430
	Iteration 4Q: 3 clusters Score -3460601 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3460957.000000 Penalty: 11811.440430
	Iteration 5Q: 3 clusters Score -3460957 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -3461356.500000 Penalty: 11811.440430
	Iteration 6Q: 3 clusters Score -3461356 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -3461852.000000 Penalty: 11811.440430
	Iteration 7Q: 3 clusters Score -3461852 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -3462385.250000 Penalty: 11811.440430
	Iteration 8Q: 3 clusters Score -3462385 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3462989.750000 Penalty: 11811.440430
	Iteration 9Q: 3 clusters Score -3462990 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -3463639.250000 Penalty: 11811.440430
	Iteration 10F: 3 clusters Score -3463639 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -3464238.750000 Penalty: 11811.440430
	Iteration 11Q: 3 clusters Score -3464239 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -3464760.250000 Penalty: 11811.440430
	Iteration 12Q: 3 clusters Score -3464760 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3465132.000000 Penalty: 11811.440430
	Iteration 13Q: 3 clusters Score -3465132 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -3465401.750000 Penalty: 11811.440430
	Iteration 14Q: 3 clusters Score -3465402 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -3465581.750000 Penalty: 11811.440430
	Iteration 15Q: 3 clusters Score -3465582 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -3465715.750000 Penalty: 11811.440430
	Iteration 16Q: 3 clusters Score -3465716 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3465794.250000 Penalty: 11811.440430
	Iteration 17Q: 3 clusters Score -3465794 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3465842.250000 Penalty: 11811.440430
	Iteration 18Q: 3 clusters Score -3465842 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3465872.750000 Penalty: 11811.440430
	Iteration 19Q: 3 clusters Score -3465873 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3465890.000000 Penalty: 11811.440430
	Iteration 20F: 3 clusters Score -3465890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3465896.000000 Penalty: 11811.440430
	Iteration 21Q: 3 clusters Score -3465896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -3465906.500000 Penalty: 11811.440430
	Iteration 22Q: 3 clusters Score -3465906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3465918.250000 Penalty: 11811.440430
	Iteration 23Q: 3 clusters Score -3465918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -3465924.500000 Penalty: 11811.440430
	Iteration 24Q: 3 clusters Score -3465924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -3465926.250000 Penalty: 11811.440430
	Iteration 25Q: 3 clusters Score -3465926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3465924.000000 Penalty: 11811.440430
	Iteration 26Q: 3 clusters Score -3465924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3465926.750000 Penalty: 11811.440430
	Iteration 27Q: 3 clusters Score -3465927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -3465935.500000 Penalty: 11811.440430
	Iteration 28Q: 3 clusters Score -3465936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -3465934.500000 Penalty: 11811.440430
	Iteration 29Q: 3 clusters Score -3465934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -3465932.000000 Penalty: 11811.440430
	Iteration 30Q: 3 clusters Score -3465932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -3465931.250000 Penalty: 11811.440430
	Iteration 31Q: 3 clusters Score -3465931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -3465932.500000 Penalty: 11811.440430
	Iteration 32Q: 3 clusters Score -3465932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -3465944.000000 Penalty: 11811.440430
	Iteration 33Q: 3 clusters Score -3465944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3465946.750000 Penalty: 11811.440430
	Iteration 34Q: 3 clusters Score -3465947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -3465948.000000 Penalty: 11811.440430
	Iteration 35Q: 3 clusters Score -3465948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -3465956.500000 Penalty: 11811.440430
	Iteration 36Q: 3 clusters Score -3465956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -3465949.250000 Penalty: 11811.440430
	Iteration 37Q: 3 clusters Score -3465949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -3465944.500000 Penalty: 11811.440430
	Iteration 38Q: 3 clusters Score -3465944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -3465954.500000 Penalty: 11811.440430
	Iteration 39Q: 3 clusters Score -3465954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -3465951.750000 Penalty: 11811.440430
	Iteration 40F: 3 clusters Score -3465952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -3465950.500000 Penalty: 11811.440430
	Iteration 41Q: 3 clusters Score -3465950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -3465952.500000 Penalty: 11811.440430
	Iteration 42Q: 3 clusters Score -3465952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -3465950.750000 Penalty: 11811.440430
	Iteration 43Q: 3 clusters Score -3465951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3465957.750000 Penalty: 11811.440430
	Iteration 44Q: 3 clusters Score -3465958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -3465957.500000 Penalty: 11811.440430
	Iteration 45Q: 3 clusters Score -3465958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -3465954.750000 Penalty: 11811.440430
	Iteration 46Q: 3 clusters Score -3465955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -3465958.750000 Penalty: 11811.440430
	Iteration 47Q: 3 clusters Score -3465959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -3465960.000000 Penalty: 11811.440430
	Iteration 48Q: 3 clusters Score -3465960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3465959.250000 Penalty: 11811.440430
	Iteration 49Q: 3 clusters Score -3465959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3465961.000000 Penalty: 11811.440430
	Iteration 50Q: 3 clusters Score -3465961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3465966.500000 Penalty: 11811.440430
	Iteration 51Q: 3 clusters Score -3465966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3465966.500000 Penalty: 11811.440430
	Iteration 52F: 3 clusters Score -3465966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -166357.718750 Penalty: 4090.484375
	Iteration 0F: 2 clusters Score -166357.7 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 415 members 
Entering Unmasked Estep 
Score: -162593.093750 Penalty: 8180.968750
	Iteration 0F: 3 clusters Score -162593.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -163160.718750 Penalty: 8180.968750
	Iteration 1F: 3 clusters Score -163160.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -163390.312500 Penalty: 8180.968750
	Iteration 2F: 3 clusters Score -163390.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -163470.843750 Penalty: 8180.968750
	Iteration 3Q: 3 clusters Score -163470.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -163535.515625 Penalty: 8180.968750
	Iteration 4Q: 3 clusters Score -163535.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -163584.015625 Penalty: 8180.968750
	Iteration 5Q: 3 clusters Score -163584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -163623.593750 Penalty: 8180.968750
	Iteration 6Q: 3 clusters Score -163623.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -163654.890625 Penalty: 8180.968750
	Iteration 7Q: 3 clusters Score -163654.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -163662.171875 Penalty: 8180.968750
	Iteration 8Q: 3 clusters Score -163662.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -163673.875000 Penalty: 8180.968750
	Iteration 9Q: 3 clusters Score -163673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -163681.750000 Penalty: 8180.968750
	Iteration 10Q: 3 clusters Score -163681.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -163681.750000 Penalty: 8180.968750
	Iteration 11F: 3 clusters Score -163681.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Entering Unmasked Estep 
Score: -334908.656250 Penalty: 4508.453125
	Iteration 0F: 2 clusters Score -334908.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -330276.250000 Penalty: 9016.906250
	Iteration 0F: 3 clusters Score -330276.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -330744.437500 Penalty: 9016.906250
	Iteration 1F: 3 clusters Score -330744.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -330888.437500 Penalty: 9016.906250
	Iteration 2Q: 3 clusters Score -330888.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -330972.625000 Penalty: 9016.906250
	Iteration 3Q: 3 clusters Score -330972.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -331034.250000 Penalty: 9016.906250
	Iteration 4Q: 3 clusters Score -331034.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -331087.812500 Penalty: 9016.906250
	Iteration 5Q: 3 clusters Score -331087.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -331136.906250 Penalty: 9016.906250
	Iteration 6Q: 3 clusters Score -331136.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -331181.437500 Penalty: 9016.906250
	Iteration 7Q: 3 clusters Score -331181.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -331216.093750 Penalty: 9016.906250
	Iteration 8Q: 3 clusters Score -331216.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -331247.531250 Penalty: 9016.906250
	Iteration 9Q: 3 clusters Score -331247.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -331267.500000 Penalty: 9016.906250
	Iteration 10Q: 3 clusters Score -331267.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -331277.187500 Penalty: 9016.906250
	Iteration 11Q: 3 clusters Score -331277.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -331288.031250 Penalty: 9016.906250
	Iteration 12Q: 3 clusters Score -331288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -331294.062500 Penalty: 9016.906250
	Iteration 13Q: 3 clusters Score -331294.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -331300.593750 Penalty: 9016.906250
	Iteration 14Q: 3 clusters Score -331300.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -331300.593750 Penalty: 9016.906250
	Iteration 15F: 3 clusters Score -331300.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Entering Unmasked Estep 
Score: -8647528.000000 Penalty: 6458.650879
	Iteration 0F: 2 clusters Score -8647528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -8619550.000000 Penalty: 12917.301758
	Iteration 0F: 3 clusters Score -8619550 nChanged 16382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -8628268.000000 Penalty: 12917.301758
	Iteration 1F: 3 clusters Score -8628268 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -8629159.000000 Penalty: 12917.301758
	Iteration 2F: 3 clusters Score -8629159 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -8629910.000000 Penalty: 12917.301758
	Iteration 3Q: 3 clusters Score -8629910 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -8630614.000000 Penalty: 12917.301758
	Iteration 4Q: 3 clusters Score -8630614 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -8631325.000000 Penalty: 12917.301758
	Iteration 5Q: 3 clusters Score -8631325 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -8632158.000000 Penalty: 12917.301758
	Iteration 6Q: 3 clusters Score -8632158 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -8633138.000000 Penalty: 12917.301758
	Iteration 7Q: 3 clusters Score -8633138 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -8634178.000000 Penalty: 12917.301758
	Iteration 8F: 3 clusters Score -8634178 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -8635407.000000 Penalty: 12917.301758
	Iteration 9F: 3 clusters Score -8635407 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -8636529.000000 Penalty: 12917.301758
	Iteration 10F: 3 clusters Score -8636529 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -8637528.000000 Penalty: 12917.301758
	Iteration 11Q: 3 clusters Score -8637528 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -8638218.000000 Penalty: 12917.301758
	Iteration 12Q: 3 clusters Score -8638218 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -8638704.000000 Penalty: 12917.301758
	Iteration 13Q: 3 clusters Score -8638704 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -8639123.000000 Penalty: 12917.301758
	Iteration 14Q: 3 clusters Score -8639123 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -8639422.000000 Penalty: 12917.301758
	Iteration 15Q: 3 clusters Score -8639422 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -8639639.000000 Penalty: 12917.301758
	Iteration 16Q: 3 clusters Score -8639639 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -8639886.000000 Penalty: 12917.301758
	Iteration 17Q: 3 clusters Score -8639886 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -8640057.000000 Penalty: 12917.301758
	Iteration 18Q: 3 clusters Score -8640057 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -8640262.000000 Penalty: 12917.301758
	Iteration 19Q: 3 clusters Score -8640262 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -8640433.000000 Penalty: 12917.301758
	Iteration 20F: 3 clusters Score -8640433 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -8640555.000000 Penalty: 12917.301758
	Iteration 21Q: 3 clusters Score -8640555 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -8640724.000000 Penalty: 12917.301758
	Iteration 22Q: 3 clusters Score -8640724 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -8640846.000000 Penalty: 12917.301758
	Iteration 23Q: 3 clusters Score -8640846 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -8640946.000000 Penalty: 12917.301758
	Iteration 24Q: 3 clusters Score -8640946 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -8641068.000000 Penalty: 12917.301758
	Iteration 25Q: 3 clusters Score -8641068 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -8641145.000000 Penalty: 12917.301758
	Iteration 26Q: 3 clusters Score -8641145 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -8641249.000000 Penalty: 12917.301758
	Iteration 27Q: 3 clusters Score -8641249 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -8641305.000000 Penalty: 12917.301758
	Iteration 28Q: 3 clusters Score -8641305 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -8641367.000000 Penalty: 12917.301758
	Iteration 29Q: 3 clusters Score -8641367 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -8641452.000000 Penalty: 12917.301758
	Iteration 30Q: 3 clusters Score -8641452 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -8641522.000000 Penalty: 12917.301758
	Iteration 31Q: 3 clusters Score -8641522 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -8641600.000000 Penalty: 12917.301758
	Iteration 32Q: 3 clusters Score -8641600 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -8641629.000000 Penalty: 12917.301758
	Iteration 33Q: 3 clusters Score -8641629 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -8641652.000000 Penalty: 12917.301758
	Iteration 34Q: 3 clusters Score -8641652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -8641723.000000 Penalty: 12917.301758
	Iteration 35Q: 3 clusters Score -8641723 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -8641737.000000 Penalty: 12917.301758
	Iteration 36Q: 3 clusters Score -8641737 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -8641747.000000 Penalty: 12917.301758
	Iteration 37Q: 3 clusters Score -8641747 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -8641781.000000 Penalty: 12917.301758
	Iteration 38Q: 3 clusters Score -8641781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -8641812.000000 Penalty: 12917.301758
	Iteration 39Q: 3 clusters Score -8641812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -8641833.000000 Penalty: 12917.301758
	Iteration 40F: 3 clusters Score -8641833 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -8641840.000000 Penalty: 12917.301758
	Iteration 41Q: 3 clusters Score -8641840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -8641858.000000 Penalty: 12917.301758
	Iteration 42Q: 3 clusters Score -8641858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -8641889.000000 Penalty: 12917.301758
	Iteration 43Q: 3 clusters Score -8641889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -8641888.000000 Penalty: 12917.301758
	Iteration 44Q: 3 clusters Score -8641888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -8641906.000000 Penalty: 12917.301758
	Iteration 45Q: 3 clusters Score -8641906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -8641934.000000 Penalty: 12917.301758
	Iteration 46Q: 3 clusters Score -8641934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -8641941.000000 Penalty: 12917.301758
	Iteration 47Q: 3 clusters Score -8641941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -8641959.000000 Penalty: 12917.301758
	Iteration 48Q: 3 clusters Score -8641959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -8641956.000000 Penalty: 12917.301758
	Iteration 49Q: 3 clusters Score -8641956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -8641962.000000 Penalty: 12917.301758
	Iteration 50Q: 3 clusters Score -8641962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -8641969.000000 Penalty: 12917.301758
	Iteration 51Q: 3 clusters Score -8641969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -8641996.000000 Penalty: 12917.301758
	Iteration 52Q: 3 clusters Score -8641996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -8641990.000000 Penalty: 12917.301758
	Iteration 53Q: 3 clusters Score -8641990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -8641985.000000 Penalty: 12917.301758
	Iteration 54Q: 3 clusters Score -8641985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -8642009.000000 Penalty: 12917.301758
	Iteration 55Q: 3 clusters Score -8642009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -8642016.000000 Penalty: 12917.301758
	Iteration 56Q: 3 clusters Score -8642016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -8642022.000000 Penalty: 12917.301758
	Iteration 57Q: 3 clusters Score -8642022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -8642034.000000 Penalty: 12917.301758
	Iteration 58Q: 3 clusters Score -8642034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -8642031.000000 Penalty: 12917.301758
	Iteration 59Q: 3 clusters Score -8642031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -8642021.000000 Penalty: 12917.301758
	Iteration 60F: 3 clusters Score -8642021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -8642033.000000 Penalty: 12917.301758
	Iteration 61Q: 3 clusters Score -8642033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -8642039.000000 Penalty: 12917.301758
	Iteration 62Q: 3 clusters Score -8642039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -8642033.000000 Penalty: 12917.301758
	Iteration 63Q: 3 clusters Score -8642033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -8642035.000000 Penalty: 12917.301758
	Iteration 64Q: 3 clusters Score -8642035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -8642029.000000 Penalty: 12917.301758
	Iteration 65Q: 3 clusters Score -8642029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -8642024.000000 Penalty: 12917.301758
	Iteration 66Q: 3 clusters Score -8642024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -8642032.000000 Penalty: 12917.301758
	Iteration 67Q: 3 clusters Score -8642032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -8642034.000000 Penalty: 12917.301758
	Iteration 68Q: 3 clusters Score -8642034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -8642031.000000 Penalty: 12917.301758
	Iteration 69Q: 3 clusters Score -8642031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -8642034.000000 Penalty: 12917.301758
	Iteration 70Q: 3 clusters Score -8642034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -8642045.000000 Penalty: 12917.301758
	Iteration 71Q: 3 clusters Score -8642045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -8642047.000000 Penalty: 12917.301758
	Iteration 72Q: 3 clusters Score -8642047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -8642044.000000 Penalty: 12917.301758
	Iteration 73Q: 3 clusters Score -8642044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -8642051.000000 Penalty: 12917.301758
	Iteration 74Q: 3 clusters Score -8642051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -8642048.000000 Penalty: 12917.301758
	Iteration 75Q: 3 clusters Score -8642048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -8642041.000000 Penalty: 12917.301758
	Iteration 76Q: 3 clusters Score -8642041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -8642043.000000 Penalty: 12917.301758
	Iteration 77Q: 3 clusters Score -8642043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -8642043.000000 Penalty: 12917.301758
	Iteration 78F: 3 clusters Score -8642043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -150378.578125 Penalty: 4039.078125
	Iteration 0F: 2 clusters Score -150378.6 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 363 members 
Entering Unmasked Estep 
Score: -146639.171875 Penalty: 8078.156250
	Iteration 0F: 3 clusters Score -146639.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -146954.968750 Penalty: 8078.156250
	Iteration 1F: 3 clusters Score -146955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -147042.671875 Penalty: 8078.156250
	Iteration 2Q: 3 clusters Score -147042.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -147082.515625 Penalty: 8078.156250
	Iteration 3Q: 3 clusters Score -147082.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -147135.109375 Penalty: 8078.156250
	Iteration 4Q: 3 clusters Score -147135.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -147173.343750 Penalty: 8078.156250
	Iteration 5Q: 3 clusters Score -147173.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -147204.906250 Penalty: 8078.156250
	Iteration 6Q: 3 clusters Score -147204.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -147220.359375 Penalty: 8078.156250
	Iteration 7Q: 3 clusters Score -147220.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -147234.359375 Penalty: 8078.156250
	Iteration 8Q: 3 clusters Score -147234.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -147259.625000 Penalty: 8078.156250
	Iteration 9Q: 3 clusters Score -147259.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -147270.015625 Penalty: 8078.156250
	Iteration 10Q: 3 clusters Score -147270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -147270.015625 Penalty: 8078.156250
	Iteration 11F: 3 clusters Score -147270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -227456.281250 Penalty: 4298.770996
	Iteration 0F: 2 clusters Score -227456.3 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 548 members 
Entering Unmasked Estep 
Score: -223271.453125 Penalty: 8597.541992
	Iteration 0F: 3 clusters Score -223271.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -223802.046875 Penalty: 8597.541992
	Iteration 1F: 3 clusters Score -223802 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -224050.875000 Penalty: 8597.541992
	Iteration 2F: 3 clusters Score -224050.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -224237.687500 Penalty: 8597.541992
	Iteration 3Q: 3 clusters Score -224237.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -224348.437500 Penalty: 8597.541992
	Iteration 4Q: 3 clusters Score -224348.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -224375.578125 Penalty: 8597.541992
	Iteration 5Q: 3 clusters Score -224375.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -224389.437500 Penalty: 8597.541992
	Iteration 6Q: 3 clusters Score -224389.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -224402.171875 Penalty: 8597.541992
	Iteration 7Q: 3 clusters Score -224402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -224413.437500 Penalty: 8597.541992
	Iteration 8Q: 3 clusters Score -224413.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -224428.531250 Penalty: 8597.541992
	Iteration 9Q: 3 clusters Score -224428.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -224438.562500 Penalty: 8597.541992
	Iteration 10Q: 3 clusters Score -224438.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -224445.937500 Penalty: 8597.541992
	Iteration 11Q: 3 clusters Score -224445.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -224455.093750 Penalty: 8597.541992
	Iteration 12Q: 3 clusters Score -224455.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -224460.609375 Penalty: 8597.541992
	Iteration 13Q: 3 clusters Score -224460.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -224468.265625 Penalty: 8597.541992
	Iteration 14Q: 3 clusters Score -224468.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -224470.187500 Penalty: 8597.541992
	Iteration 15Q: 3 clusters Score -224470.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -224471.875000 Penalty: 8597.541992
	Iteration 16Q: 3 clusters Score -224471.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -224474.937500 Penalty: 8597.541992
	Iteration 17Q: 3 clusters Score -224474.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -224477.156250 Penalty: 8597.541992
	Iteration 18Q: 3 clusters Score -224477.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -224480.968750 Penalty: 8597.541992
	Iteration 19Q: 3 clusters Score -224481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -224485.312500 Penalty: 8597.541992
	Iteration 20F: 3 clusters Score -224485.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Entering Unmasked Estep 
Score: -1589281.125000 Penalty: 5448.573242
	Iteration 0F: 2 clusters Score -1589281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1580703.000000 Penalty: 10897.146484
	Iteration 0F: 3 clusters Score -1580703 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1582314.000000 Penalty: 10897.146484
	Iteration 1F: 3 clusters Score -1582314 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1582720.625000 Penalty: 10897.146484
	Iteration 2F: 3 clusters Score -1582721 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1582989.375000 Penalty: 10897.146484
	Iteration 3Q: 3 clusters Score -1582989 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1583249.375000 Penalty: 10897.146484
	Iteration 4Q: 3 clusters Score -1583249 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1583468.625000 Penalty: 10897.146484
	Iteration 5Q: 3 clusters Score -1583469 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1583695.875000 Penalty: 10897.146484
	Iteration 6Q: 3 clusters Score -1583696 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1583935.000000 Penalty: 10897.146484
	Iteration 7Q: 3 clusters Score -1583935 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1584137.000000 Penalty: 10897.146484
	Iteration 8Q: 3 clusters Score -1584137 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1584316.250000 Penalty: 10897.146484
	Iteration 9Q: 3 clusters Score -1584316 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1584475.000000 Penalty: 10897.146484
	Iteration 10Q: 3 clusters Score -1584475 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1584601.750000 Penalty: 10897.146484
	Iteration 11Q: 3 clusters Score -1584602 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1584729.125000 Penalty: 10897.146484
	Iteration 12Q: 3 clusters Score -1584729 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1584846.375000 Penalty: 10897.146484
	Iteration 13Q: 3 clusters Score -1584846 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1584988.000000 Penalty: 10897.146484
	Iteration 14Q: 3 clusters Score -1584988 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1585128.500000 Penalty: 10897.146484
	Iteration 15Q: 3 clusters Score -1585128 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1585257.000000 Penalty: 10897.146484
	Iteration 16Q: 3 clusters Score -1585257 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1585371.750000 Penalty: 10897.146484
	Iteration 17Q: 3 clusters Score -1585372 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1585478.750000 Penalty: 10897.146484
	Iteration 18Q: 3 clusters Score -1585479 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1585564.500000 Penalty: 10897.146484
	Iteration 19Q: 3 clusters Score -1585564 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1585633.250000 Penalty: 10897.146484
	Iteration 20F: 3 clusters Score -1585633 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1585689.625000 Penalty: 10897.146484
	Iteration 21Q: 3 clusters Score -1585690 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1585732.875000 Penalty: 10897.146484
	Iteration 22Q: 3 clusters Score -1585733 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1585763.125000 Penalty: 10897.146484
	Iteration 23Q: 3 clusters Score -1585763 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1585791.125000 Penalty: 10897.146484
	Iteration 24Q: 3 clusters Score -1585791 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1585815.500000 Penalty: 10897.146484
	Iteration 25Q: 3 clusters Score -1585816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1585834.250000 Penalty: 10897.146484
	Iteration 26Q: 3 clusters Score -1585834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1585848.375000 Penalty: 10897.146484
	Iteration 27Q: 3 clusters Score -1585848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1585860.375000 Penalty: 10897.146484
	Iteration 28Q: 3 clusters Score -1585860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1585871.625000 Penalty: 10897.146484
	Iteration 29Q: 3 clusters Score -1585872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1585882.500000 Penalty: 10897.146484
	Iteration 30Q: 3 clusters Score -1585882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1585896.000000 Penalty: 10897.146484
	Iteration 31Q: 3 clusters Score -1585896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1585908.625000 Penalty: 10897.146484
	Iteration 32Q: 3 clusters Score -1585909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1585911.250000 Penalty: 10897.146484
	Iteration 33Q: 3 clusters Score -1585911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1585918.250000 Penalty: 10897.146484
	Iteration 34Q: 3 clusters Score -1585918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1585922.625000 Penalty: 10897.146484
	Iteration 35Q: 3 clusters Score -1585923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1585931.000000 Penalty: 10897.146484
	Iteration 36Q: 3 clusters Score -1585931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1585945.250000 Penalty: 10897.146484
	Iteration 37Q: 3 clusters Score -1585945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1585951.375000 Penalty: 10897.146484
	Iteration 38Q: 3 clusters Score -1585951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1585950.750000 Penalty: 10897.146484
	Iteration 39Q: 3 clusters Score -1585951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1585957.375000 Penalty: 10897.146484
	Iteration 40F: 3 clusters Score -1585957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1585963.625000 Penalty: 10897.146484
	Iteration 41Q: 3 clusters Score -1585964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1585967.875000 Penalty: 10897.146484
	Iteration 42Q: 3 clusters Score -1585968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1585970.875000 Penalty: 10897.146484
	Iteration 43Q: 3 clusters Score -1585971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1585975.500000 Penalty: 10897.146484
	Iteration 44Q: 3 clusters Score -1585976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1585975.625000 Penalty: 10897.146484
	Iteration 45Q: 3 clusters Score -1585976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1585982.625000 Penalty: 10897.146484
	Iteration 46Q: 3 clusters Score -1585983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1585982.500000 Penalty: 10897.146484
	Iteration 47Q: 3 clusters Score -1585982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1585983.125000 Penalty: 10897.146484
	Iteration 48Q: 3 clusters Score -1585983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1585980.750000 Penalty: 10897.146484
	Iteration 49Q: 3 clusters Score -1585981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1585984.250000 Penalty: 10897.146484
	Iteration 50Q: 3 clusters Score -1585984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1585985.500000 Penalty: 10897.146484
	Iteration 51Q: 3 clusters Score -1585986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1585987.250000 Penalty: 10897.146484
	Iteration 52Q: 3 clusters Score -1585987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1585987.250000 Penalty: 10897.146484
	Iteration 53Q: 3 clusters Score -1585987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1585987.250000 Penalty: 10897.146484
	Iteration 54F: 3 clusters Score -1585987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -269508.750000 Penalty: 4416.625977
	Iteration 0F: 2 clusters Score -269508.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -265205.875000 Penalty: 8833.251953
	Iteration 0F: 3 clusters Score -265205.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -266354.343750 Penalty: 8833.251953
	Iteration 1F: 3 clusters Score -266354.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -268028.562500 Penalty: 8833.251953
	Iteration 2F: 3 clusters Score -268028.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -269094.656250 Penalty: 8833.251953
	Iteration 3F: 3 clusters Score -269094.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -269558.562500 Penalty: 8833.251953
	Iteration 4F: 3 clusters Score -269558.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -269825.125000 Penalty: 8833.251953
	Iteration 5Q: 3 clusters Score -269825.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -270014.656250 Penalty: 8833.251953
	Iteration 6Q: 3 clusters Score -270014.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -270098.843750 Penalty: 8833.251953
	Iteration 7Q: 3 clusters Score -270098.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -270153.062500 Penalty: 8833.251953
	Iteration 8Q: 3 clusters Score -270153.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -270161.718750 Penalty: 8833.251953
	Iteration 9Q: 3 clusters Score -270161.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -270177.718750 Penalty: 8833.251953
	Iteration 10Q: 3 clusters Score -270177.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -270177.718750 Penalty: 8833.251953
	Iteration 11F: 3 clusters Score -270177.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 34924 members 
Mstep: Class 3 contains 15398 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7300 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38192 members 
Mstep: Class 13 contains 167853 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 12805 members 
Mstep: Class 16 contains 17089 members 
Mstep: Class 17 contains 27586 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2711 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12224 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 119485 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 1127 members 
Entering Unmasked Estep 
Score: -138283968.000000 Penalty: 220472.718750
Splitting cluster 10 changes total score from -138286896.000000 to -138283968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -479764.468750 Penalty: 4712.815430
	Iteration 0F: 2 clusters Score -479764.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -474642.687500 Penalty: 9425.630859
	Iteration 0F: 3 clusters Score -474642.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -475267.031250 Penalty: 9425.630859
	Iteration 1F: 3 clusters Score -475267 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -475518.312500 Penalty: 9425.630859
	Iteration 2F: 3 clusters Score -475518.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -475814.031250 Penalty: 9425.630859
	Iteration 3F: 3 clusters Score -475814 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -476221.875000 Penalty: 9425.630859
	Iteration 4F: 3 clusters Score -476221.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -476686.156250 Penalty: 9425.630859
	Iteration 5F: 3 clusters Score -476686.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -477212.156250 Penalty: 9425.630859
	Iteration 6F: 3 clusters Score -477212.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -477604.625000 Penalty: 9425.630859
	Iteration 7F: 3 clusters Score -477604.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -477928.875000 Penalty: 9425.630859
	Iteration 8Q: 3 clusters Score -477928.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -478283.062500 Penalty: 9425.630859
	Iteration 9Q: 3 clusters Score -478283.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -478540.437500 Penalty: 9425.630859
	Iteration 10Q: 3 clusters Score -478540.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -478683.812500 Penalty: 9425.630859
	Iteration 11Q: 3 clusters Score -478683.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -478789.968750 Penalty: 9425.630859
	Iteration 12Q: 3 clusters Score -478790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -478939.250000 Penalty: 9425.630859
	Iteration 13Q: 3 clusters Score -478939.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -479009.000000 Penalty: 9425.630859
	Iteration 14Q: 3 clusters Score -479009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -479082.968750 Penalty: 9425.630859
	Iteration 15Q: 3 clusters Score -479083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -479130.218750 Penalty: 9425.630859
	Iteration 16Q: 3 clusters Score -479130.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -479165.437500 Penalty: 9425.630859
	Iteration 17Q: 3 clusters Score -479165.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -479184.531250 Penalty: 9425.630859
	Iteration 18Q: 3 clusters Score -479184.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -479203.750000 Penalty: 9425.630859
	Iteration 19Q: 3 clusters Score -479203.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -479224.343750 Penalty: 9425.630859
	Iteration 20F: 3 clusters Score -479224.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -479236.781250 Penalty: 9425.630859
	Iteration 21Q: 3 clusters Score -479236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -479262.656250 Penalty: 9425.630859
	Iteration 22Q: 3 clusters Score -479262.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -479282.281250 Penalty: 9425.630859
	Iteration 23Q: 3 clusters Score -479282.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -479296.093750 Penalty: 9425.630859
	Iteration 24Q: 3 clusters Score -479296.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -479308.250000 Penalty: 9425.630859
	Iteration 25Q: 3 clusters Score -479308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -479309.687500 Penalty: 9425.630859
	Iteration 26Q: 3 clusters Score -479309.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -479309.687500 Penalty: 9425.630859
	Iteration 27F: 3 clusters Score -479309.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Entering Unmasked Estep 
Score: -8658274.000000 Penalty: 6462.108887
	Iteration 0F: 2 clusters Score -8658274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -8630206.000000 Penalty: 12924.217773
	Iteration 0F: 3 clusters Score -8630206 nChanged 16509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -8638959.000000 Penalty: 12924.217773
	Iteration 1F: 3 clusters Score -8638959 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -8639690.000000 Penalty: 12924.217773
	Iteration 2F: 3 clusters Score -8639690 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -8640241.000000 Penalty: 12924.217773
	Iteration 3Q: 3 clusters Score -8640241 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -8640724.000000 Penalty: 12924.217773
	Iteration 4Q: 3 clusters Score -8640724 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -8641121.000000 Penalty: 12924.217773
	Iteration 5Q: 3 clusters Score -8641121 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -8641436.000000 Penalty: 12924.217773
	Iteration 6Q: 3 clusters Score -8641436 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -8641778.000000 Penalty: 12924.217773
	Iteration 7Q: 3 clusters Score -8641778 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -8642164.000000 Penalty: 12924.217773
	Iteration 8Q: 3 clusters Score -8642164 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -8642560.000000 Penalty: 12924.217773
	Iteration 9Q: 3 clusters Score -8642560 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -8643018.000000 Penalty: 12924.217773
	Iteration 10Q: 3 clusters Score -8643018 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -8643603.000000 Penalty: 12924.217773
	Iteration 11Q: 3 clusters Score -8643603 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -8644286.000000 Penalty: 12924.217773
	Iteration 12Q: 3 clusters Score -8644286 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -8645145.000000 Penalty: 12924.217773
	Iteration 13Q: 3 clusters Score -8645145 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -8646041.000000 Penalty: 12924.217773
	Iteration 14Q: 3 clusters Score -8646041 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -8646905.000000 Penalty: 12924.217773
	Iteration 15Q: 3 clusters Score -8646905 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -8647657.000000 Penalty: 12924.217773
	Iteration 16Q: 3 clusters Score -8647657 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -8648504.000000 Penalty: 12924.217773
	Iteration 17Q: 3 clusters Score -8648504 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -8649491.000000 Penalty: 12924.217773
	Iteration 18Q: 3 clusters Score -8649491 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -8650665.000000 Penalty: 12924.217773
	Iteration 19Q: 3 clusters Score -8650665 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -8651699.000000 Penalty: 12924.217773
	Iteration 20F: 3 clusters Score -8651699 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -8652391.000000 Penalty: 12924.217773
	Iteration 21Q: 3 clusters Score -8652391 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -8652769.000000 Penalty: 12924.217773
	Iteration 22Q: 3 clusters Score -8652769 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -8652961.000000 Penalty: 12924.217773
	Iteration 23Q: 3 clusters Score -8652961 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -8653113.000000 Penalty: 12924.217773
	Iteration 24Q: 3 clusters Score -8653113 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -8653206.000000 Penalty: 12924.217773
	Iteration 25Q: 3 clusters Score -8653206 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -8653288.000000 Penalty: 12924.217773
	Iteration 26Q: 3 clusters Score -8653288 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -8653368.000000 Penalty: 12924.217773
	Iteration 27Q: 3 clusters Score -8653368 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -8653416.000000 Penalty: 12924.217773
	Iteration 28Q: 3 clusters Score -8653416 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -8653465.000000 Penalty: 12924.217773
	Iteration 29Q: 3 clusters Score -8653465 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -8653501.000000 Penalty: 12924.217773
	Iteration 30Q: 3 clusters Score -8653501 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -8653556.000000 Penalty: 12924.217773
	Iteration 31Q: 3 clusters Score -8653556 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -8653588.000000 Penalty: 12924.217773
	Iteration 32Q: 3 clusters Score -8653588 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -8653625.000000 Penalty: 12924.217773
	Iteration 33Q: 3 clusters Score -8653625 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -8653642.000000 Penalty: 12924.217773
	Iteration 34Q: 3 clusters Score -8653642 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -8653675.000000 Penalty: 12924.217773
	Iteration 35Q: 3 clusters Score -8653675 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -8653718.000000 Penalty: 12924.217773
	Iteration 36Q: 3 clusters Score -8653718 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -8653744.000000 Penalty: 12924.217773
	Iteration 37Q: 3 clusters Score -8653744 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -8653793.000000 Penalty: 12924.217773
	Iteration 38Q: 3 clusters Score -8653793 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -8653830.000000 Penalty: 12924.217773
	Iteration 39Q: 3 clusters Score -8653830 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -8653885.000000 Penalty: 12924.217773
	Iteration 40F: 3 clusters Score -8653885 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -8653905.000000 Penalty: 12924.217773
	Iteration 41Q: 3 clusters Score -8653905 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -8653951.000000 Penalty: 12924.217773
	Iteration 42Q: 3 clusters Score -8653951 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -8654004.000000 Penalty: 12924.217773
	Iteration 43Q: 3 clusters Score -8654004 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -8654052.000000 Penalty: 12924.217773
	Iteration 44Q: 3 clusters Score -8654052 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -8654107.000000 Penalty: 12924.217773
	Iteration 45Q: 3 clusters Score -8654107 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -8654149.000000 Penalty: 12924.217773
	Iteration 46Q: 3 clusters Score -8654149 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -8654197.000000 Penalty: 12924.217773
	Iteration 47Q: 3 clusters Score -8654197 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -8654249.000000 Penalty: 12924.217773
	Iteration 48Q: 3 clusters Score -8654249 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -8654308.000000 Penalty: 12924.217773
	Iteration 49Q: 3 clusters Score -8654308 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -8654355.000000 Penalty: 12924.217773
	Iteration 50Q: 3 clusters Score -8654355 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -8654462.000000 Penalty: 12924.217773
	Iteration 51Q: 3 clusters Score -8654462 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -8654474.000000 Penalty: 12924.217773
	Iteration 52Q: 3 clusters Score -8654474 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -8654556.000000 Penalty: 12924.217773
	Iteration 53Q: 3 clusters Score -8654556 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -8654619.000000 Penalty: 12924.217773
	Iteration 54Q: 3 clusters Score -8654619 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -8654667.000000 Penalty: 12924.217773
	Iteration 55Q: 3 clusters Score -8654667 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -8654732.000000 Penalty: 12924.217773
	Iteration 56Q: 3 clusters Score -8654732 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -8654809.000000 Penalty: 12924.217773
	Iteration 57Q: 3 clusters Score -8654809 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -8654891.000000 Penalty: 12924.217773
	Iteration 58Q: 3 clusters Score -8654891 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -8654987.000000 Penalty: 12924.217773
	Iteration 59Q: 3 clusters Score -8654987 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -8655098.000000 Penalty: 12924.217773
	Iteration 60F: 3 clusters Score -8655098 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -8655222.000000 Penalty: 12924.217773
	Iteration 61Q: 3 clusters Score -8655222 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -8655388.000000 Penalty: 12924.217773
	Iteration 62Q: 3 clusters Score -8655388 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -8655564.000000 Penalty: 12924.217773
	Iteration 63Q: 3 clusters Score -8655564 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -8655746.000000 Penalty: 12924.217773
	Iteration 64Q: 3 clusters Score -8655746 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -8655969.000000 Penalty: 12924.217773
	Iteration 65Q: 3 clusters Score -8655969 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -8656195.000000 Penalty: 12924.217773
	Iteration 66Q: 3 clusters Score -8656195 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -8656371.000000 Penalty: 12924.217773
	Iteration 67Q: 3 clusters Score -8656371 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -8656578.000000 Penalty: 12924.217773
	Iteration 68Q: 3 clusters Score -8656578 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -8656746.000000 Penalty: 12924.217773
	Iteration 69Q: 3 clusters Score -8656746 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -8656918.000000 Penalty: 12924.217773
	Iteration 70Q: 3 clusters Score -8656918 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -8657036.000000 Penalty: 12924.217773
	Iteration 71Q: 3 clusters Score -8657036 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -8657142.000000 Penalty: 12924.217773
	Iteration 72Q: 3 clusters Score -8657142 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -8657226.000000 Penalty: 12924.217773
	Iteration 73Q: 3 clusters Score -8657226 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -8657259.000000 Penalty: 12924.217773
	Iteration 74Q: 3 clusters Score -8657259 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -8657329.000000 Penalty: 12924.217773
	Iteration 75Q: 3 clusters Score -8657329 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -8657318.000000 Penalty: 12924.217773
	Iteration 76Q: 3 clusters Score -8657318 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -8657330.000000 Penalty: 12924.217773
	Iteration 77Q: 3 clusters Score -8657330 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -8657327.000000 Penalty: 12924.217773
	Iteration 78Q: 3 clusters Score -8657327 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -8657354.000000 Penalty: 12924.217773
	Iteration 79Q: 3 clusters Score -8657354 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -8657385.000000 Penalty: 12924.217773
	Iteration 80F: 3 clusters Score -8657385 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -8657382.000000 Penalty: 12924.217773
	Iteration 81Q: 3 clusters Score -8657382 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -8657383.000000 Penalty: 12924.217773
	Iteration 82Q: 3 clusters Score -8657383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -8657407.000000 Penalty: 12924.217773
	Iteration 83Q: 3 clusters Score -8657407 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -8657423.000000 Penalty: 12924.217773
	Iteration 84Q: 3 clusters Score -8657423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -8657418.000000 Penalty: 12924.217773
	Iteration 85Q: 3 clusters Score -8657418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -8657418.000000 Penalty: 12924.217773
	Iteration 86Q: 3 clusters Score -8657418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -8657420.000000 Penalty: 12924.217773
	Iteration 87Q: 3 clusters Score -8657420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -8657422.000000 Penalty: 12924.217773
	Iteration 88Q: 3 clusters Score -8657422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -8657416.000000 Penalty: 12924.217773
	Iteration 89Q: 3 clusters Score -8657416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -8657411.000000 Penalty: 12924.217773
	Iteration 90Q: 3 clusters Score -8657411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -8657421.000000 Penalty: 12924.217773
	Iteration 91Q: 3 clusters Score -8657421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -8657420.000000 Penalty: 12924.217773
	Iteration 92Q: 3 clusters Score -8657420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -8657420.000000 Penalty: 12924.217773
	Iteration 93Q: 3 clusters Score -8657420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -8657428.000000 Penalty: 12924.217773
	Iteration 94Q: 3 clusters Score -8657428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -8657427.000000 Penalty: 12924.217773
	Iteration 95Q: 3 clusters Score -8657427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -8657428.000000 Penalty: 12924.217773
	Iteration 96Q: 3 clusters Score -8657428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -8657425.000000 Penalty: 12924.217773
	Iteration 97Q: 3 clusters Score -8657425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -8657439.000000 Penalty: 12924.217773
	Iteration 98Q: 3 clusters Score -8657439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -8657423.000000 Penalty: 12924.217773
	Iteration 99Q: 3 clusters Score -8657423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -8657433.000000 Penalty: 12924.217773
	Iteration 100F: 3 clusters Score -8657433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -8657432.000000 Penalty: 12924.217773
	Iteration 101Q: 3 clusters Score -8657432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -8657434.000000 Penalty: 12924.217773
	Iteration 102Q: 3 clusters Score -8657434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -8657433.000000 Penalty: 12924.217773
	Iteration 103Q: 3 clusters Score -8657433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -8657435.000000 Penalty: 12924.217773
	Iteration 104Q: 3 clusters Score -8657435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -8657431.000000 Penalty: 12924.217773
	Iteration 105Q: 3 clusters Score -8657431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -8657432.000000 Penalty: 12924.217773
	Iteration 106Q: 3 clusters Score -8657432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -8657434.000000 Penalty: 12924.217773
	Iteration 107Q: 3 clusters Score -8657434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -8657436.000000 Penalty: 12924.217773
	Iteration 108Q: 3 clusters Score -8657436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -8657436.000000 Penalty: 12924.217773
	Iteration 109Q: 3 clusters Score -8657436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -8657436.000000 Penalty: 12924.217773
	Iteration 110F: 3 clusters Score -8657436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167853 members 
Entering Unmasked Estep 
Score: -37989352.000000 Penalty: 7368.891602
	Iteration 0F: 2 clusters Score -3.798935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84353 members 
Mstep: Class 2 contains 83500 members 
Entering Unmasked Estep 
Score: -37876692.000000 Penalty: 14737.783203
	Iteration 0F: 3 clusters Score -3.787669e+07 nChanged 78538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88657 members 
Mstep: Class 2 contains 79196 members 
Entering Unmasked Estep 
Score: -37921244.000000 Penalty: 14737.783203
	Iteration 1F: 3 clusters Score -3.792124e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91597 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
Score: -37922548.000000 Penalty: 14737.783203
	Iteration 2Q: 3 clusters Score -3.792255e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 71953 members 
Entering Unmasked Estep 
Score: -37924336.000000 Penalty: 14737.783203
	Iteration 3Q: 3 clusters Score -3.792434e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102106 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -37927396.000000 Penalty: 14737.783203
	Iteration 4Q: 3 clusters Score -3.79274e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110972 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -37932240.000000 Penalty: 14737.783203
	Iteration 5F: 3 clusters Score -3.793224e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122787 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -37940528.000000 Penalty: 14737.783203
	Iteration 6F: 3 clusters Score -3.794053e+07 nChanged 14172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136921 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -37952604.000000 Penalty: 14737.783203
	Iteration 7F: 3 clusters Score -3.79526e+07 nChanged 14047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150954 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -37966252.000000 Penalty: 14737.783203
	Iteration 8F: 3 clusters Score -3.796625e+07 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160663 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -37976348.000000 Penalty: 14737.783203
	Iteration 9F: 3 clusters Score -3.797635e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165085 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -37980476.000000 Penalty: 14737.783203
	Iteration 10Q: 3 clusters Score -3.798048e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166522 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -37981900.000000 Penalty: 14737.783203
	Iteration 11Q: 3 clusters Score -3.79819e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166941 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -37982440.000000 Penalty: 14737.783203
	Iteration 12Q: 3 clusters Score -3.798244e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167084 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -37982600.000000 Penalty: 14737.783203
	Iteration 13Q: 3 clusters Score -3.79826e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167143 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -37982696.000000 Penalty: 14737.783203
	Iteration 14Q: 3 clusters Score -3.79827e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167185 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -37982712.000000 Penalty: 14737.783203
	Iteration 15Q: 3 clusters Score -3.798271e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167217 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -37982740.000000 Penalty: 14737.783203
	Iteration 16Q: 3 clusters Score -3.798274e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167228 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -37982788.000000 Penalty: 14737.783203
	Iteration 17Q: 3 clusters Score -3.798279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167233 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -37982796.000000 Penalty: 14737.783203
	Iteration 18Q: 3 clusters Score -3.79828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167237 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -37982788.000000 Penalty: 14737.783203
	Iteration 19Q: 3 clusters Score -3.798279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167238 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -37982824.000000 Penalty: 14737.783203
	Iteration 20F: 3 clusters Score -3.798282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167242 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -37982804.000000 Penalty: 14737.783203
	Iteration 21Q: 3 clusters Score -3.79828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167244 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -37982820.000000 Penalty: 14737.783203
	Iteration 22Q: 3 clusters Score -3.798282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167244 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -37982820.000000 Penalty: 14737.783203
	Iteration 23F: 3 clusters Score -3.798282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Entering Unmasked Estep 
Score: -2379028.500000 Penalty: 5666.062500
	Iteration 0F: 2 clusters Score -2379028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2368542.750000 Penalty: 11332.125000
	Iteration 0F: 3 clusters Score -2368543 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2370746.250000 Penalty: 11332.125000
	Iteration 1F: 3 clusters Score -2370746 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2371308.500000 Penalty: 11332.125000
	Iteration 2F: 3 clusters Score -2371308 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2371766.750000 Penalty: 11332.125000
	Iteration 3F: 3 clusters Score -2371767 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2372175.750000 Penalty: 11332.125000
	Iteration 4F: 3 clusters Score -2372176 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2372530.500000 Penalty: 11332.125000
	Iteration 5Q: 3 clusters Score -2372530 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2372864.500000 Penalty: 11332.125000
	Iteration 6Q: 3 clusters Score -2372864 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2373120.000000 Penalty: 11332.125000
	Iteration 7Q: 3 clusters Score -2373120 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2373353.000000 Penalty: 11332.125000
	Iteration 8Q: 3 clusters Score -2373353 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2373560.250000 Penalty: 11332.125000
	Iteration 9Q: 3 clusters Score -2373560 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2373745.250000 Penalty: 11332.125000
	Iteration 10Q: 3 clusters Score -2373745 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2373911.000000 Penalty: 11332.125000
	Iteration 11Q: 3 clusters Score -2373911 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2374071.250000 Penalty: 11332.125000
	Iteration 12Q: 3 clusters Score -2374071 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2374244.250000 Penalty: 11332.125000
	Iteration 13Q: 3 clusters Score -2374244 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2374394.000000 Penalty: 11332.125000
	Iteration 14Q: 3 clusters Score -2374394 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2374547.750000 Penalty: 11332.125000
	Iteration 15Q: 3 clusters Score -2374548 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2374687.000000 Penalty: 11332.125000
	Iteration 16Q: 3 clusters Score -2374687 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2374826.500000 Penalty: 11332.125000
	Iteration 17Q: 3 clusters Score -2374826 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2374931.250000 Penalty: 11332.125000
	Iteration 18Q: 3 clusters Score -2374931 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2375011.500000 Penalty: 11332.125000
	Iteration 19Q: 3 clusters Score -2375012 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2375077.000000 Penalty: 11332.125000
	Iteration 20F: 3 clusters Score -2375077 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2375140.500000 Penalty: 11332.125000
	Iteration 21Q: 3 clusters Score -2375140 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2375191.750000 Penalty: 11332.125000
	Iteration 22Q: 3 clusters Score -2375192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2375245.750000 Penalty: 11332.125000
	Iteration 23Q: 3 clusters Score -2375246 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2375293.750000 Penalty: 11332.125000
	Iteration 24Q: 3 clusters Score -2375294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2375308.250000 Penalty: 11332.125000
	Iteration 25Q: 3 clusters Score -2375308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2375327.750000 Penalty: 11332.125000
	Iteration 26Q: 3 clusters Score -2375328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2375335.500000 Penalty: 11332.125000
	Iteration 27Q: 3 clusters Score -2375336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2375355.250000 Penalty: 11332.125000
	Iteration 28Q: 3 clusters Score -2375355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2375351.000000 Penalty: 11332.125000
	Iteration 29Q: 3 clusters Score -2375351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2375366.000000 Penalty: 11332.125000
	Iteration 30Q: 3 clusters Score -2375366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2375373.750000 Penalty: 11332.125000
	Iteration 31Q: 3 clusters Score -2375374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2375383.500000 Penalty: 11332.125000
	Iteration 32Q: 3 clusters Score -2375384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2375395.500000 Penalty: 11332.125000
	Iteration 33Q: 3 clusters Score -2375396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2375407.750000 Penalty: 11332.125000
	Iteration 34Q: 3 clusters Score -2375408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2375418.000000 Penalty: 11332.125000
	Iteration 35Q: 3 clusters Score -2375418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2375426.250000 Penalty: 11332.125000
	Iteration 36Q: 3 clusters Score -2375426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2375431.500000 Penalty: 11332.125000
	Iteration 37Q: 3 clusters Score -2375432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2375437.250000 Penalty: 11332.125000
	Iteration 38Q: 3 clusters Score -2375437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2375446.750000 Penalty: 11332.125000
	Iteration 39Q: 3 clusters Score -2375447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2375449.000000 Penalty: 11332.125000
	Iteration 40F: 3 clusters Score -2375449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2375450.750000 Penalty: 11332.125000
	Iteration 41Q: 3 clusters Score -2375451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2375451.250000 Penalty: 11332.125000
	Iteration 42Q: 3 clusters Score -2375451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2375451.750000 Penalty: 11332.125000
	Iteration 43Q: 3 clusters Score -2375452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2375446.250000 Penalty: 11332.125000
	Iteration 44Q: 3 clusters Score -2375446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2375443.250000 Penalty: 11332.125000
	Iteration 45Q: 3 clusters Score -2375443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2375447.250000 Penalty: 11332.125000
	Iteration 46Q: 3 clusters Score -2375447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2375444.500000 Penalty: 11332.125000
	Iteration 47Q: 3 clusters Score -2375444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2375449.000000 Penalty: 11332.125000
	Iteration 48Q: 3 clusters Score -2375449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2375453.000000 Penalty: 11332.125000
	Iteration 49Q: 3 clusters Score -2375453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2375450.750000 Penalty: 11332.125000
	Iteration 50Q: 3 clusters Score -2375451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2375459.500000 Penalty: 11332.125000
	Iteration 51Q: 3 clusters Score -2375460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2375463.000000 Penalty: 11332.125000
	Iteration 52Q: 3 clusters Score -2375463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2375467.500000 Penalty: 11332.125000
	Iteration 53Q: 3 clusters Score -2375468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2375464.000000 Penalty: 11332.125000
	Iteration 54Q: 3 clusters Score -2375464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2375462.500000 Penalty: 11332.125000
	Iteration 55Q: 3 clusters Score -2375462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2375462.500000 Penalty: 11332.125000
	Iteration 56F: 3 clusters Score -2375462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Entering Unmasked Estep 
Score: -2765554.750000 Penalty: 5792.774414
	Iteration 0F: 2 clusters Score -2765555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2753595.500000 Penalty: 11585.548828
	Iteration 0F: 3 clusters Score -2753596 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2756471.250000 Penalty: 11585.548828
	Iteration 1F: 3 clusters Score -2756471 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2757266.500000 Penalty: 11585.548828
	Iteration 2F: 3 clusters Score -2757266 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2757935.250000 Penalty: 11585.548828
	Iteration 3F: 3 clusters Score -2757935 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2758608.000000 Penalty: 11585.548828
	Iteration 4F: 3 clusters Score -2758608 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2759212.000000 Penalty: 11585.548828
	Iteration 5F: 3 clusters Score -2759212 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2759688.250000 Penalty: 11585.548828
	Iteration 6Q: 3 clusters Score -2759688 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2760061.000000 Penalty: 11585.548828
	Iteration 7Q: 3 clusters Score -2760061 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2760355.000000 Penalty: 11585.548828
	Iteration 8Q: 3 clusters Score -2760355 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2760580.250000 Penalty: 11585.548828
	Iteration 9Q: 3 clusters Score -2760580 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2760775.250000 Penalty: 11585.548828
	Iteration 10Q: 3 clusters Score -2760775 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2760936.750000 Penalty: 11585.548828
	Iteration 11Q: 3 clusters Score -2760937 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2761067.750000 Penalty: 11585.548828
	Iteration 12Q: 3 clusters Score -2761068 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2761170.250000 Penalty: 11585.548828
	Iteration 13Q: 3 clusters Score -2761170 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2761262.750000 Penalty: 11585.548828
	Iteration 14Q: 3 clusters Score -2761263 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2761375.500000 Penalty: 11585.548828
	Iteration 15Q: 3 clusters Score -2761376 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2761462.000000 Penalty: 11585.548828
	Iteration 16Q: 3 clusters Score -2761462 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2761561.500000 Penalty: 11585.548828
	Iteration 17Q: 3 clusters Score -2761562 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2761667.750000 Penalty: 11585.548828
	Iteration 18Q: 3 clusters Score -2761668 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2761722.250000 Penalty: 11585.548828
	Iteration 19Q: 3 clusters Score -2761722 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2761788.750000 Penalty: 11585.548828
	Iteration 20F: 3 clusters Score -2761789 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2761851.000000 Penalty: 11585.548828
	Iteration 21Q: 3 clusters Score -2761851 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2761903.250000 Penalty: 11585.548828
	Iteration 22Q: 3 clusters Score -2761903 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2761942.000000 Penalty: 11585.548828
	Iteration 23Q: 3 clusters Score -2761942 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2761970.750000 Penalty: 11585.548828
	Iteration 24Q: 3 clusters Score -2761971 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2762017.750000 Penalty: 11585.548828
	Iteration 25Q: 3 clusters Score -2762018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2762039.000000 Penalty: 11585.548828
	Iteration 26Q: 3 clusters Score -2762039 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2762043.250000 Penalty: 11585.548828
	Iteration 27Q: 3 clusters Score -2762043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2762066.500000 Penalty: 11585.548828
	Iteration 28Q: 3 clusters Score -2762066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2762070.750000 Penalty: 11585.548828
	Iteration 29Q: 3 clusters Score -2762071 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2762081.000000 Penalty: 11585.548828
	Iteration 30Q: 3 clusters Score -2762081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2762098.500000 Penalty: 11585.548828
	Iteration 31Q: 3 clusters Score -2762098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2762105.000000 Penalty: 11585.548828
	Iteration 32Q: 3 clusters Score -2762105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2762111.500000 Penalty: 11585.548828
	Iteration 33Q: 3 clusters Score -2762112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2762126.750000 Penalty: 11585.548828
	Iteration 34Q: 3 clusters Score -2762127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2762125.250000 Penalty: 11585.548828
	Iteration 35Q: 3 clusters Score -2762125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2762141.500000 Penalty: 11585.548828
	Iteration 36Q: 3 clusters Score -2762142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2762134.500000 Penalty: 11585.548828
	Iteration 37Q: 3 clusters Score -2762134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2762140.500000 Penalty: 11585.548828
	Iteration 38Q: 3 clusters Score -2762140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2762147.750000 Penalty: 11585.548828
	Iteration 39Q: 3 clusters Score -2762148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2762153.250000 Penalty: 11585.548828
	Iteration 40F: 3 clusters Score -2762153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2762168.250000 Penalty: 11585.548828
	Iteration 41Q: 3 clusters Score -2762168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2762164.250000 Penalty: 11585.548828
	Iteration 42Q: 3 clusters Score -2762164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2762180.000000 Penalty: 11585.548828
	Iteration 43Q: 3 clusters Score -2762180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2762186.250000 Penalty: 11585.548828
	Iteration 44Q: 3 clusters Score -2762186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2762210.000000 Penalty: 11585.548828
	Iteration 45Q: 3 clusters Score -2762210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2762222.250000 Penalty: 11585.548828
	Iteration 46Q: 3 clusters Score -2762222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2762240.750000 Penalty: 11585.548828
	Iteration 47Q: 3 clusters Score -2762241 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2762253.750000 Penalty: 11585.548828
	Iteration 48Q: 3 clusters Score -2762254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2762270.750000 Penalty: 11585.548828
	Iteration 49Q: 3 clusters Score -2762271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2762286.000000 Penalty: 11585.548828
	Iteration 50Q: 3 clusters Score -2762286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2762274.000000 Penalty: 11585.548828
	Iteration 51Q: 3 clusters Score -2762274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2762284.750000 Penalty: 11585.548828
	Iteration 52Q: 3 clusters Score -2762285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2762289.250000 Penalty: 11585.548828
	Iteration 53Q: 3 clusters Score -2762289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2762293.750000 Penalty: 11585.548828
	Iteration 54Q: 3 clusters Score -2762294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2762296.250000 Penalty: 11585.548828
	Iteration 55Q: 3 clusters Score -2762296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2762296.250000 Penalty: 11585.548828
	Iteration 56Q: 3 clusters Score -2762296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2762298.500000 Penalty: 11585.548828
	Iteration 57Q: 3 clusters Score -2762298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2762299.500000 Penalty: 11585.548828
	Iteration 58Q: 3 clusters Score -2762300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2762304.500000 Penalty: 11585.548828
	Iteration 59Q: 3 clusters Score -2762304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2762300.500000 Penalty: 11585.548828
	Iteration 60F: 3 clusters Score -2762300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2762299.500000 Penalty: 11585.548828
	Iteration 61Q: 3 clusters Score -2762300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2762303.500000 Penalty: 11585.548828
	Iteration 62Q: 3 clusters Score -2762304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2762304.000000 Penalty: 11585.548828
	Iteration 63Q: 3 clusters Score -2762304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2762307.250000 Penalty: 11585.548828
	Iteration 64Q: 3 clusters Score -2762307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2762308.250000 Penalty: 11585.548828
	Iteration 65Q: 3 clusters Score -2762308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2762310.000000 Penalty: 11585.548828
	Iteration 66Q: 3 clusters Score -2762310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2762311.500000 Penalty: 11585.548828
	Iteration 67Q: 3 clusters Score -2762312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2762311.500000 Penalty: 11585.548828
	Iteration 68Q: 3 clusters Score -2762312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2762314.500000 Penalty: 11585.548828
	Iteration 69Q: 3 clusters Score -2762314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2762313.250000 Penalty: 11585.548828
	Iteration 70Q: 3 clusters Score -2762313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2762315.000000 Penalty: 11585.548828
	Iteration 71Q: 3 clusters Score -2762315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2762315.250000 Penalty: 11585.548828
	Iteration 72Q: 3 clusters Score -2762315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2762318.500000 Penalty: 11585.548828
	Iteration 73Q: 3 clusters Score -2762318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2762317.500000 Penalty: 11585.548828
	Iteration 74Q: 3 clusters Score -2762318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2762320.000000 Penalty: 11585.548828
	Iteration 75Q: 3 clusters Score -2762320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2762320.000000 Penalty: 11585.548828
	Iteration 76F: 3 clusters Score -2762320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Entering Unmasked Estep 
Score: -3884305.250000 Penalty: 5969.541504
	Iteration 0F: 2 clusters Score -3884305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -3869581.500000 Penalty: 11939.083008
	Iteration 0F: 3 clusters Score -3869582 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3873245.000000 Penalty: 11939.083008
	Iteration 1F: 3 clusters Score -3873245 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3873915.500000 Penalty: 11939.083008
	Iteration 2F: 3 clusters Score -3873916 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -3874502.500000 Penalty: 11939.083008
	Iteration 3F: 3 clusters Score -3874502 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -3875130.250000 Penalty: 11939.083008
	Iteration 4F: 3 clusters Score -3875130 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -3876011.250000 Penalty: 11939.083008
	Iteration 5F: 3 clusters Score -3876011 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3877694.500000 Penalty: 11939.083008
	Iteration 6F: 3 clusters Score -3877694 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3880306.750000 Penalty: 11939.083008
	Iteration 7F: 3 clusters Score -3880307 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -3882083.250000 Penalty: 11939.083008
	Iteration 8F: 3 clusters Score -3882083 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3882994.500000 Penalty: 11939.083008
	Iteration 9F: 3 clusters Score -3882994 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -3883529.500000 Penalty: 11939.083008
	Iteration 10Q: 3 clusters Score -3883530 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3883916.250000 Penalty: 11939.083008
	Iteration 11Q: 3 clusters Score -3883916 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -3884251.750000 Penalty: 11939.083008
	Iteration 12Q: 3 clusters Score -3884252 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3884506.250000 Penalty: 11939.083008
	Iteration 13Q: 3 clusters Score -3884506 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3884624.250000 Penalty: 11939.083008
	Iteration 14Q: 3 clusters Score -3884624 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3884682.000000 Penalty: 11939.083008
	Iteration 15Q: 3 clusters Score -3884682 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3884721.250000 Penalty: 11939.083008
	Iteration 16Q: 3 clusters Score -3884721 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3884744.000000 Penalty: 11939.083008
	Iteration 17Q: 3 clusters Score -3884744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3884764.750000 Penalty: 11939.083008
	Iteration 18Q: 3 clusters Score -3884765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3884775.250000 Penalty: 11939.083008
	Iteration 19Q: 3 clusters Score -3884775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3884795.250000 Penalty: 11939.083008
	Iteration 20F: 3 clusters Score -3884795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3884806.250000 Penalty: 11939.083008
	Iteration 21Q: 3 clusters Score -3884806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3884815.250000 Penalty: 11939.083008
	Iteration 22Q: 3 clusters Score -3884815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -3884821.500000 Penalty: 11939.083008
	Iteration 23Q: 3 clusters Score -3884822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -3884825.750000 Penalty: 11939.083008
	Iteration 24Q: 3 clusters Score -3884826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3884819.250000 Penalty: 11939.083008
	Iteration 25Q: 3 clusters Score -3884819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3884829.250000 Penalty: 11939.083008
	Iteration 26Q: 3 clusters Score -3884829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3884835.000000 Penalty: 11939.083008
	Iteration 27Q: 3 clusters Score -3884835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3884836.000000 Penalty: 11939.083008
	Iteration 28Q: 3 clusters Score -3884836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -3884837.000000 Penalty: 11939.083008
	Iteration 29Q: 3 clusters Score -3884837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -3884837.750000 Penalty: 11939.083008
	Iteration 30Q: 3 clusters Score -3884838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3884833.750000 Penalty: 11939.083008
	Iteration 31Q: 3 clusters Score -3884834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3884838.250000 Penalty: 11939.083008
	Iteration 32Q: 3 clusters Score -3884838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3884840.500000 Penalty: 11939.083008
	Iteration 33Q: 3 clusters Score -3884840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -3884835.750000 Penalty: 11939.083008
	Iteration 34Q: 3 clusters Score -3884836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3884837.500000 Penalty: 11939.083008
	Iteration 35Q: 3 clusters Score -3884838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3884837.500000 Penalty: 11939.083008
	Iteration 36Q: 3 clusters Score -3884838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -3884839.000000 Penalty: 11939.083008
	Iteration 37Q: 3 clusters Score -3884839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3884845.000000 Penalty: 11939.083008
	Iteration 38Q: 3 clusters Score -3884845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3884845.000000 Penalty: 11939.083008
	Iteration 39Q: 3 clusters Score -3884845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3884843.500000 Penalty: 11939.083008
	Iteration 40F: 3 clusters Score -3884844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3884849.250000 Penalty: 11939.083008
	Iteration 41Q: 3 clusters Score -3884849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -3884847.500000 Penalty: 11939.083008
	Iteration 42Q: 3 clusters Score -3884848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3884845.750000 Penalty: 11939.083008
	Iteration 43Q: 3 clusters Score -3884846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3884845.750000 Penalty: 11939.083008
	Iteration 44F: 3 clusters Score -3884846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 34924 members 
Mstep: Class 3 contains 15398 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7300 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38192 members 
Mstep: Class 13 contains 167853 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 12805 members 
Mstep: Class 16 contains 4152 members 
Mstep: Class 17 contains 27586 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2711 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12224 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 119485 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 12937 members 
Entering Unmasked Estep 
Score: -138285696.000000 Penalty: 220472.718750
Splitting cluster 16 changes total score from -138286896.000000 to -138285696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (27586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Entering Unmasked Estep 
Score: -6376109.000000 Penalty: 6262.851074
	Iteration 0F: 2 clusters Score -6376109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -6355032.000000 Penalty: 12525.702148
	Iteration 0F: 3 clusters Score -6355032 nChanged 11309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -6360956.000000 Penalty: 12525.702148
	Iteration 1F: 3 clusters Score -6360956 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -6361640.500000 Penalty: 12525.702148
	Iteration 2F: 3 clusters Score -6361640 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -6362173.500000 Penalty: 12525.702148
	Iteration 3Q: 3 clusters Score -6362174 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -6362606.000000 Penalty: 12525.702148
	Iteration 4Q: 3 clusters Score -6362606 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -6362954.500000 Penalty: 12525.702148
	Iteration 5Q: 3 clusters Score -6362954 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -6363260.500000 Penalty: 12525.702148
	Iteration 6Q: 3 clusters Score -6363260 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -6363572.000000 Penalty: 12525.702148
	Iteration 7Q: 3 clusters Score -6363572 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -6363908.000000 Penalty: 12525.702148
	Iteration 8Q: 3 clusters Score -6363908 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -6364330.000000 Penalty: 12525.702148
	Iteration 9Q: 3 clusters Score -6364330 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -6364787.000000 Penalty: 12525.702148
	Iteration 10Q: 3 clusters Score -6364787 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -6365328.500000 Penalty: 12525.702148
	Iteration 11Q: 3 clusters Score -6365328 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -6365978.000000 Penalty: 12525.702148
	Iteration 12Q: 3 clusters Score -6365978 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -6366728.000000 Penalty: 12525.702148
	Iteration 13Q: 3 clusters Score -6366728 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -6367441.500000 Penalty: 12525.702148
	Iteration 14Q: 3 clusters Score -6367442 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -6368159.000000 Penalty: 12525.702148
	Iteration 15Q: 3 clusters Score -6368159 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -6368768.500000 Penalty: 12525.702148
	Iteration 16Q: 3 clusters Score -6368768 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -6369297.000000 Penalty: 12525.702148
	Iteration 17Q: 3 clusters Score -6369297 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -6369681.000000 Penalty: 12525.702148
	Iteration 18Q: 3 clusters Score -6369681 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -6370021.000000 Penalty: 12525.702148
	Iteration 19Q: 3 clusters Score -6370021 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6370204.000000 Penalty: 12525.702148
	Iteration 20F: 3 clusters Score -6370204 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6370393.500000 Penalty: 12525.702148
	Iteration 21Q: 3 clusters Score -6370394 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6370525.000000 Penalty: 12525.702148
	Iteration 22Q: 3 clusters Score -6370525 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6370595.000000 Penalty: 12525.702148
	Iteration 23Q: 3 clusters Score -6370595 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6370657.500000 Penalty: 12525.702148
	Iteration 24Q: 3 clusters Score -6370658 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6370721.500000 Penalty: 12525.702148
	Iteration 25Q: 3 clusters Score -6370722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6370782.000000 Penalty: 12525.702148
	Iteration 26Q: 3 clusters Score -6370782 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6370828.000000 Penalty: 12525.702148
	Iteration 27Q: 3 clusters Score -6370828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6370881.000000 Penalty: 12525.702148
	Iteration 28Q: 3 clusters Score -6370881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6370891.500000 Penalty: 12525.702148
	Iteration 29Q: 3 clusters Score -6370892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6370927.000000 Penalty: 12525.702148
	Iteration 30Q: 3 clusters Score -6370927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6370939.000000 Penalty: 12525.702148
	Iteration 31Q: 3 clusters Score -6370939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6370951.000000 Penalty: 12525.702148
	Iteration 32Q: 3 clusters Score -6370951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6370970.000000 Penalty: 12525.702148
	Iteration 33Q: 3 clusters Score -6370970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6370986.000000 Penalty: 12525.702148
	Iteration 34Q: 3 clusters Score -6370986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6370996.500000 Penalty: 12525.702148
	Iteration 35Q: 3 clusters Score -6370996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6371018.000000 Penalty: 12525.702148
	Iteration 36Q: 3 clusters Score -6371018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6371013.500000 Penalty: 12525.702148
	Iteration 37Q: 3 clusters Score -6371014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6371035.000000 Penalty: 12525.702148
	Iteration 38Q: 3 clusters Score -6371035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6371039.500000 Penalty: 12525.702148
	Iteration 39Q: 3 clusters Score -6371040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6371045.500000 Penalty: 12525.702148
	Iteration 40F: 3 clusters Score -6371046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6371052.500000 Penalty: 12525.702148
	Iteration 41Q: 3 clusters Score -6371052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6371057.000000 Penalty: 12525.702148
	Iteration 42Q: 3 clusters Score -6371057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6371050.000000 Penalty: 12525.702148
	Iteration 43Q: 3 clusters Score -6371050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6371054.500000 Penalty: 12525.702148
	Iteration 44Q: 3 clusters Score -6371054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6371062.000000 Penalty: 12525.702148
	Iteration 45Q: 3 clusters Score -6371062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6371061.500000 Penalty: 12525.702148
	Iteration 46Q: 3 clusters Score -6371062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6371060.500000 Penalty: 12525.702148
	Iteration 47Q: 3 clusters Score -6371060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6371055.000000 Penalty: 12525.702148
	Iteration 48Q: 3 clusters Score -6371055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6371060.500000 Penalty: 12525.702148
	Iteration 49Q: 3 clusters Score -6371060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6371059.000000 Penalty: 12525.702148
	Iteration 50Q: 3 clusters Score -6371059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6371059.000000 Penalty: 12525.702148
	Iteration 51F: 3 clusters Score -6371059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Entering Unmasked Estep 
Score: -7302616.500000 Penalty: 6364.896973
	Iteration 0F: 2 clusters Score -7302616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -7278164.000000 Penalty: 12729.793945
	Iteration 0F: 3 clusters Score -7278164 nChanged 13772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -7285414.500000 Penalty: 12729.793945
	Iteration 1F: 3 clusters Score -7285414 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -7286208.500000 Penalty: 12729.793945
	Iteration 2F: 3 clusters Score -7286208 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -7286848.000000 Penalty: 12729.793945
	Iteration 3Q: 3 clusters Score -7286848 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -7287509.000000 Penalty: 12729.793945
	Iteration 4Q: 3 clusters Score -7287509 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -7288092.000000 Penalty: 12729.793945
	Iteration 5Q: 3 clusters Score -7288092 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -7288690.000000 Penalty: 12729.793945
	Iteration 6Q: 3 clusters Score -7288690 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -7289209.500000 Penalty: 12729.793945
	Iteration 7Q: 3 clusters Score -7289210 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -7289647.500000 Penalty: 12729.793945
	Iteration 8Q: 3 clusters Score -7289648 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -7290055.500000 Penalty: 12729.793945
	Iteration 9Q: 3 clusters Score -7290056 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -7290390.500000 Penalty: 12729.793945
	Iteration 10Q: 3 clusters Score -7290390 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -7290707.500000 Penalty: 12729.793945
	Iteration 11Q: 3 clusters Score -7290708 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -7290956.000000 Penalty: 12729.793945
	Iteration 12Q: 3 clusters Score -7290956 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -7291200.000000 Penalty: 12729.793945
	Iteration 13Q: 3 clusters Score -7291200 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -7291393.500000 Penalty: 12729.793945
	Iteration 14Q: 3 clusters Score -7291394 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -7291581.500000 Penalty: 12729.793945
	Iteration 15Q: 3 clusters Score -7291582 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -7291759.000000 Penalty: 12729.793945
	Iteration 16Q: 3 clusters Score -7291759 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -7291920.500000 Penalty: 12729.793945
	Iteration 17Q: 3 clusters Score -7291920 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -7292075.000000 Penalty: 12729.793945
	Iteration 18Q: 3 clusters Score -7292075 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -7292133.000000 Penalty: 12729.793945
	Iteration 19Q: 3 clusters Score -7292133 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -7292233.500000 Penalty: 12729.793945
	Iteration 20F: 3 clusters Score -7292234 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -7292313.000000 Penalty: 12729.793945
	Iteration 21Q: 3 clusters Score -7292313 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -7292395.000000 Penalty: 12729.793945
	Iteration 22Q: 3 clusters Score -7292395 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -7292477.500000 Penalty: 12729.793945
	Iteration 23Q: 3 clusters Score -7292478 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -7292561.000000 Penalty: 12729.793945
	Iteration 24Q: 3 clusters Score -7292561 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -7292628.500000 Penalty: 12729.793945
	Iteration 25Q: 3 clusters Score -7292628 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -7292713.500000 Penalty: 12729.793945
	Iteration 26Q: 3 clusters Score -7292714 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -7292783.000000 Penalty: 12729.793945
	Iteration 27Q: 3 clusters Score -7292783 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -7292828.000000 Penalty: 12729.793945
	Iteration 28Q: 3 clusters Score -7292828 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -7292878.500000 Penalty: 12729.793945
	Iteration 29Q: 3 clusters Score -7292878 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -7292945.500000 Penalty: 12729.793945
	Iteration 30Q: 3 clusters Score -7292946 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -7293003.500000 Penalty: 12729.793945
	Iteration 31Q: 3 clusters Score -7293004 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -7293055.500000 Penalty: 12729.793945
	Iteration 32Q: 3 clusters Score -7293056 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -7293100.000000 Penalty: 12729.793945
	Iteration 33Q: 3 clusters Score -7293100 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -7293144.000000 Penalty: 12729.793945
	Iteration 34Q: 3 clusters Score -7293144 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -7293192.000000 Penalty: 12729.793945
	Iteration 35Q: 3 clusters Score -7293192 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -7293250.500000 Penalty: 12729.793945
	Iteration 36Q: 3 clusters Score -7293250 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -7293290.500000 Penalty: 12729.793945
	Iteration 37Q: 3 clusters Score -7293290 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -7293355.500000 Penalty: 12729.793945
	Iteration 38Q: 3 clusters Score -7293356 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -7293387.000000 Penalty: 12729.793945
	Iteration 39Q: 3 clusters Score -7293387 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -7293444.000000 Penalty: 12729.793945
	Iteration 40F: 3 clusters Score -7293444 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -7293497.500000 Penalty: 12729.793945
	Iteration 41Q: 3 clusters Score -7293498 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -7293517.500000 Penalty: 12729.793945
	Iteration 42Q: 3 clusters Score -7293518 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -7293543.000000 Penalty: 12729.793945
	Iteration 43Q: 3 clusters Score -7293543 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -7293529.500000 Penalty: 12729.793945
	Iteration 44Q: 3 clusters Score -7293530 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -7293587.500000 Penalty: 12729.793945
	Iteration 45Q: 3 clusters Score -7293588 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -7293633.500000 Penalty: 12729.793945
	Iteration 46Q: 3 clusters Score -7293634 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -7293635.500000 Penalty: 12729.793945
	Iteration 47Q: 3 clusters Score -7293636 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -7293656.500000 Penalty: 12729.793945
	Iteration 48Q: 3 clusters Score -7293656 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -7293694.500000 Penalty: 12729.793945
	Iteration 49Q: 3 clusters Score -7293694 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -7293735.000000 Penalty: 12729.793945
	Iteration 50Q: 3 clusters Score -7293735 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -7293748.000000 Penalty: 12729.793945
	Iteration 51Q: 3 clusters Score -7293748 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -7293772.500000 Penalty: 12729.793945
	Iteration 52Q: 3 clusters Score -7293772 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -7293798.000000 Penalty: 12729.793945
	Iteration 53Q: 3 clusters Score -7293798 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -7293838.500000 Penalty: 12729.793945
	Iteration 54Q: 3 clusters Score -7293838 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -7293924.500000 Penalty: 12729.793945
	Iteration 55Q: 3 clusters Score -7293924 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -7293923.500000 Penalty: 12729.793945
	Iteration 56Q: 3 clusters Score -7293924 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -7293949.000000 Penalty: 12729.793945
	Iteration 57Q: 3 clusters Score -7293949 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -7294003.000000 Penalty: 12729.793945
	Iteration 58Q: 3 clusters Score -7294003 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -7294012.500000 Penalty: 12729.793945
	Iteration 59Q: 3 clusters Score -7294012 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -7294019.500000 Penalty: 12729.793945
	Iteration 60F: 3 clusters Score -7294020 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -7294038.000000 Penalty: 12729.793945
	Iteration 61Q: 3 clusters Score -7294038 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -7294114.000000 Penalty: 12729.793945
	Iteration 62Q: 3 clusters Score -7294114 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -7294163.000000 Penalty: 12729.793945
	Iteration 63Q: 3 clusters Score -7294163 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -7294224.000000 Penalty: 12729.793945
	Iteration 64Q: 3 clusters Score -7294224 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -7294293.500000 Penalty: 12729.793945
	Iteration 65Q: 3 clusters Score -7294294 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -7294353.500000 Penalty: 12729.793945
	Iteration 66Q: 3 clusters Score -7294354 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -7294405.000000 Penalty: 12729.793945
	Iteration 67Q: 3 clusters Score -7294405 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -7294492.500000 Penalty: 12729.793945
	Iteration 68Q: 3 clusters Score -7294492 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -7294553.500000 Penalty: 12729.793945
	Iteration 69Q: 3 clusters Score -7294554 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -7294593.500000 Penalty: 12729.793945
	Iteration 70Q: 3 clusters Score -7294594 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -7294667.000000 Penalty: 12729.793945
	Iteration 71Q: 3 clusters Score -7294667 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -7294752.000000 Penalty: 12729.793945
	Iteration 72Q: 3 clusters Score -7294752 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -7294821.500000 Penalty: 12729.793945
	Iteration 73Q: 3 clusters Score -7294822 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -7294936.000000 Penalty: 12729.793945
	Iteration 74Q: 3 clusters Score -7294936 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -7295025.000000 Penalty: 12729.793945
	Iteration 75Q: 3 clusters Score -7295025 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -7295114.000000 Penalty: 12729.793945
	Iteration 76Q: 3 clusters Score -7295114 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -7295212.500000 Penalty: 12729.793945
	Iteration 77Q: 3 clusters Score -7295212 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -7295350.000000 Penalty: 12729.793945
	Iteration 78Q: 3 clusters Score -7295350 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -7295464.500000 Penalty: 12729.793945
	Iteration 79Q: 3 clusters Score -7295464 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -7295553.500000 Penalty: 12729.793945
	Iteration 80F: 3 clusters Score -7295554 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -7295652.500000 Penalty: 12729.793945
	Iteration 81Q: 3 clusters Score -7295652 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -7295742.500000 Penalty: 12729.793945
	Iteration 82Q: 3 clusters Score -7295742 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -7295830.500000 Penalty: 12729.793945
	Iteration 83Q: 3 clusters Score -7295830 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -7295933.500000 Penalty: 12729.793945
	Iteration 84Q: 3 clusters Score -7295934 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -7296061.500000 Penalty: 12729.793945
	Iteration 85Q: 3 clusters Score -7296062 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -7296222.000000 Penalty: 12729.793945
	Iteration 86Q: 3 clusters Score -7296222 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -7296289.000000 Penalty: 12729.793945
	Iteration 87Q: 3 clusters Score -7296289 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -7296410.000000 Penalty: 12729.793945
	Iteration 88Q: 3 clusters Score -7296410 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -7296532.500000 Penalty: 12729.793945
	Iteration 89Q: 3 clusters Score -7296532 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -7296623.500000 Penalty: 12729.793945
	Iteration 90Q: 3 clusters Score -7296624 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -7296675.500000 Penalty: 12729.793945
	Iteration 91Q: 3 clusters Score -7296676 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -7296754.000000 Penalty: 12729.793945
	Iteration 92Q: 3 clusters Score -7296754 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -7296852.000000 Penalty: 12729.793945
	Iteration 93Q: 3 clusters Score -7296852 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -7296925.500000 Penalty: 12729.793945
	Iteration 94Q: 3 clusters Score -7296926 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -7296981.000000 Penalty: 12729.793945
	Iteration 95Q: 3 clusters Score -7296981 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -7297021.000000 Penalty: 12729.793945
	Iteration 96Q: 3 clusters Score -7297021 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -7297080.500000 Penalty: 12729.793945
	Iteration 97Q: 3 clusters Score -7297080 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -7297088.500000 Penalty: 12729.793945
	Iteration 98Q: 3 clusters Score -7297088 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -7297132.000000 Penalty: 12729.793945
	Iteration 99Q: 3 clusters Score -7297132 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -7297152.500000 Penalty: 12729.793945
	Iteration 100F: 3 clusters Score -7297152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -7297175.500000 Penalty: 12729.793945
	Iteration 101Q: 3 clusters Score -7297176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -7297196.000000 Penalty: 12729.793945
	Iteration 102Q: 3 clusters Score -7297196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -7297195.000000 Penalty: 12729.793945
	Iteration 103Q: 3 clusters Score -7297195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -7297217.000000 Penalty: 12729.793945
	Iteration 104Q: 3 clusters Score -7297217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -7297232.500000 Penalty: 12729.793945
	Iteration 105Q: 3 clusters Score -7297232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -7297232.500000 Penalty: 12729.793945
	Iteration 106Q: 3 clusters Score -7297232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -7297225.500000 Penalty: 12729.793945
	Iteration 107Q: 3 clusters Score -7297226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -7297234.500000 Penalty: 12729.793945
	Iteration 108Q: 3 clusters Score -7297234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7297248.000000 Penalty: 12729.793945
	Iteration 109Q: 3 clusters Score -7297248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7297252.000000 Penalty: 12729.793945
	Iteration 110Q: 3 clusters Score -7297252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -7297251.500000 Penalty: 12729.793945
	Iteration 111Q: 3 clusters Score -7297252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -7297258.500000 Penalty: 12729.793945
	Iteration 112Q: 3 clusters Score -7297258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -7297254.500000 Penalty: 12729.793945
	Iteration 113Q: 3 clusters Score -7297254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -7297260.500000 Penalty: 12729.793945
	Iteration 114Q: 3 clusters Score -7297260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -7297267.000000 Penalty: 12729.793945
	Iteration 115Q: 3 clusters Score -7297267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7297268.000000 Penalty: 12729.793945
	Iteration 116Q: 3 clusters Score -7297268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -7297267.500000 Penalty: 12729.793945
	Iteration 117Q: 3 clusters Score -7297268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -7297260.500000 Penalty: 12729.793945
	Iteration 118Q: 3 clusters Score -7297260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -7297267.000000 Penalty: 12729.793945
	Iteration 119Q: 3 clusters Score -7297267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -7297270.500000 Penalty: 12729.793945
	Iteration 120F: 3 clusters Score -7297270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -7297271.500000 Penalty: 12729.793945
	Iteration 121Q: 3 clusters Score -7297272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7297271.000000 Penalty: 12729.793945
	Iteration 122Q: 3 clusters Score -7297271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -7297282.000000 Penalty: 12729.793945
	Iteration 123Q: 3 clusters Score -7297282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -7297273.000000 Penalty: 12729.793945
	Iteration 124Q: 3 clusters Score -7297273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -7297265.000000 Penalty: 12729.793945
	Iteration 125Q: 3 clusters Score -7297265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7297272.500000 Penalty: 12729.793945
	Iteration 126Q: 3 clusters Score -7297272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7297279.000000 Penalty: 12729.793945
	Iteration 127Q: 3 clusters Score -7297279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7297286.500000 Penalty: 12729.793945
	Iteration 128Q: 3 clusters Score -7297286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7297286.500000 Penalty: 12729.793945
	Iteration 129F: 3 clusters Score -7297286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -102969.148438 Penalty: 3887.775879
	Iteration 0F: 2 clusters Score -102969.1 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 310 members 
Entering Unmasked Estep 
Score: -99688.820312 Penalty: 7775.551758
	Iteration 0F: 3 clusters Score -99688.82 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -99951.007812 Penalty: 7775.551758
	Iteration 1F: 3 clusters Score -99951.01 nChanged 25
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: -100115.140625 Penalty: 7775.551758
	Iteration 2Q: 3 clusters Score -100115.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -100338.554688 Penalty: 7775.551758
	Iteration 3F: 3 clusters Score -100338.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -100859.554688 Penalty: 7775.551758
	Iteration 4F: 3 clusters Score -100859.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -101709.531250 Penalty: 7775.551758
	Iteration 5F: 3 clusters Score -101709.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -102660.289062 Penalty: 7775.551758
	Iteration 6F: 3 clusters Score -102660.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -103769.546875 Penalty: 7775.551758
	Iteration 7F: 3 clusters Score -103769.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -104562.179688 Penalty: 7775.551758
	Iteration 8Q: 3 clusters Score -104562.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -105091.187500 Penalty: 7775.551758
	Iteration 9Q: 3 clusters Score -105091.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -105587.085938 Penalty: 7775.551758
	Iteration 10Q: 3 clusters Score -105587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -105730.390625 Penalty: 7775.551758
	Iteration 11Q: 3 clusters Score -105730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -105760.132812 Penalty: 7775.551758
	Iteration 12Q: 3 clusters Score -105760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -105782.804688 Penalty: 7775.551758
	Iteration 13Q: 3 clusters Score -105782.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -105788.437500 Penalty: 7775.551758
	Iteration 14F: 3 clusters Score -105788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -105824.015625 Penalty: 7775.551758
	Iteration 15Q: 3 clusters Score -105824 nChanged 1
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: -105843.531250 Penalty: 7775.551758
	Iteration 16Q: 3 clusters Score -105843.5 nChanged 0
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: -105843.531250 Penalty: 7775.551758
	Iteration 17F: 3 clusters Score -105843.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 34924 members 
Mstep: Class 3 contains 15398 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7300 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38192 members 
Mstep: Class 13 contains 167853 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 12805 members 
Mstep: Class 16 contains 17089 members 
Mstep: Class 17 contains 27586 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 2711 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12224 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 119485 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
Score: -138285408.000000 Penalty: 220472.718750
Splitting cluster 19 changes total score from -138286896.000000 to -138285408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Entering Unmasked Estep 
Score: -603791.875000 Penalty: 4841.856934
	Iteration 0F: 2 clusters Score -603791.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -598256.000000 Penalty: 9683.713867
	Iteration 0F: 3 clusters Score -598256 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -598897.500000 Penalty: 9683.713867
	Iteration 1F: 3 clusters Score -598897.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -599103.562500 Penalty: 9683.713867
	Iteration 2F: 3 clusters Score -599103.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -599237.312500 Penalty: 9683.713867
	Iteration 3Q: 3 clusters Score -599237.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -599434.437500 Penalty: 9683.713867
	Iteration 4Q: 3 clusters Score -599434.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -599634.750000 Penalty: 9683.713867
	Iteration 5Q: 3 clusters Score -599634.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -599791.625000 Penalty: 9683.713867
	Iteration 6Q: 3 clusters Score -599791.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -599915.812500 Penalty: 9683.713867
	Iteration 7Q: 3 clusters Score -599915.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -600004.437500 Penalty: 9683.713867
	Iteration 8Q: 3 clusters Score -600004.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -600066.750000 Penalty: 9683.713867
	Iteration 9Q: 3 clusters Score -600066.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -600115.000000 Penalty: 9683.713867
	Iteration 10Q: 3 clusters Score -600115 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -600169.437500 Penalty: 9683.713867
	Iteration 11Q: 3 clusters Score -600169.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -600220.187500 Penalty: 9683.713867
	Iteration 12Q: 3 clusters Score -600220.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -600279.687500 Penalty: 9683.713867
	Iteration 13Q: 3 clusters Score -600279.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -600355.812500 Penalty: 9683.713867
	Iteration 14Q: 3 clusters Score -600355.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -600411.750000 Penalty: 9683.713867
	Iteration 15Q: 3 clusters Score -600411.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -600456.750000 Penalty: 9683.713867
	Iteration 16Q: 3 clusters Score -600456.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -600494.750000 Penalty: 9683.713867
	Iteration 17Q: 3 clusters Score -600494.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -600542.187500 Penalty: 9683.713867
	Iteration 18Q: 3 clusters Score -600542.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -600598.875000 Penalty: 9683.713867
	Iteration 19Q: 3 clusters Score -600598.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -600647.875000 Penalty: 9683.713867
	Iteration 20F: 3 clusters Score -600647.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -600705.562500 Penalty: 9683.713867
	Iteration 21Q: 3 clusters Score -600705.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -600745.750000 Penalty: 9683.713867
	Iteration 22Q: 3 clusters Score -600745.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -600791.062500 Penalty: 9683.713867
	Iteration 23Q: 3 clusters Score -600791.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -600844.187500 Penalty: 9683.713867
	Iteration 24Q: 3 clusters Score -600844.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -600898.250000 Penalty: 9683.713867
	Iteration 25Q: 3 clusters Score -600898.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -600957.000000 Penalty: 9683.713867
	Iteration 26Q: 3 clusters Score -600957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -601003.000000 Penalty: 9683.713867
	Iteration 27Q: 3 clusters Score -601003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -601034.687500 Penalty: 9683.713867
	Iteration 28Q: 3 clusters Score -601034.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -601063.500000 Penalty: 9683.713867
	Iteration 29Q: 3 clusters Score -601063.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -601085.625000 Penalty: 9683.713867
	Iteration 30Q: 3 clusters Score -601085.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -601110.125000 Penalty: 9683.713867
	Iteration 31Q: 3 clusters Score -601110.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -601138.500000 Penalty: 9683.713867
	Iteration 32Q: 3 clusters Score -601138.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -601163.500000 Penalty: 9683.713867
	Iteration 33Q: 3 clusters Score -601163.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -601199.687500 Penalty: 9683.713867
	Iteration 34Q: 3 clusters Score -601199.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -601245.062500 Penalty: 9683.713867
	Iteration 35Q: 3 clusters Score -601245.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -601290.562500 Penalty: 9683.713867
	Iteration 36Q: 3 clusters Score -601290.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -601332.500000 Penalty: 9683.713867
	Iteration 37Q: 3 clusters Score -601332.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -601371.000000 Penalty: 9683.713867
	Iteration 38Q: 3 clusters Score -601371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -601391.500000 Penalty: 9683.713867
	Iteration 39Q: 3 clusters Score -601391.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -601410.187500 Penalty: 9683.713867
	Iteration 40F: 3 clusters Score -601410.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -601419.562500 Penalty: 9683.713867
	Iteration 41Q: 3 clusters Score -601419.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -601424.625000 Penalty: 9683.713867
	Iteration 42Q: 3 clusters Score -601424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -601426.875000 Penalty: 9683.713867
	Iteration 43Q: 3 clusters Score -601426.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -601427.062500 Penalty: 9683.713867
	Iteration 44Q: 3 clusters Score -601427.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -601427.062500 Penalty: 9683.713867
	Iteration 45F: 3 clusters Score -601427.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (53348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Entering Unmasked Estep 
Score: -12176154.000000 Penalty: 6666.812500
	Iteration 0F: 2 clusters Score -1.217615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -12138353.000000 Penalty: 13333.625000
	Iteration 0F: 3 clusters Score -1.213835e+07 nChanged 23475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -12150858.000000 Penalty: 13333.625000
	Iteration 1F: 3 clusters Score -1.215086e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -12151894.000000 Penalty: 13333.625000
	Iteration 2F: 3 clusters Score -1.215189e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -12152592.000000 Penalty: 13333.625000
	Iteration 3Q: 3 clusters Score -1.215259e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -12153347.000000 Penalty: 13333.625000
	Iteration 4Q: 3 clusters Score -1.215335e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -12154131.000000 Penalty: 13333.625000
	Iteration 5Q: 3 clusters Score -1.215413e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -12154912.000000 Penalty: 13333.625000
	Iteration 6Q: 3 clusters Score -1.215491e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -12156195.000000 Penalty: 13333.625000
	Iteration 7Q: 3 clusters Score -1.21562e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -12157849.000000 Penalty: 13333.625000
	Iteration 8F: 3 clusters Score -1.215785e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -12159919.000000 Penalty: 13333.625000
	Iteration 9F: 3 clusters Score -1.215992e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -12162204.000000 Penalty: 13333.625000
	Iteration 10F: 3 clusters Score -1.21622e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -12164324.000000 Penalty: 13333.625000
	Iteration 11F: 3 clusters Score -1.216432e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -12165987.000000 Penalty: 13333.625000
	Iteration 12Q: 3 clusters Score -1.216599e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -12167207.000000 Penalty: 13333.625000
	Iteration 13Q: 3 clusters Score -1.216721e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -12167958.000000 Penalty: 13333.625000
	Iteration 14Q: 3 clusters Score -1.216796e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -12168490.000000 Penalty: 13333.625000
	Iteration 15Q: 3 clusters Score -1.216849e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -12168847.000000 Penalty: 13333.625000
	Iteration 16Q: 3 clusters Score -1.216885e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -12169129.000000 Penalty: 13333.625000
	Iteration 17Q: 3 clusters Score -1.216913e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -12169332.000000 Penalty: 13333.625000
	Iteration 18Q: 3 clusters Score -1.216933e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -12169508.000000 Penalty: 13333.625000
	Iteration 19Q: 3 clusters Score -1.216951e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -12169698.000000 Penalty: 13333.625000
	Iteration 20F: 3 clusters Score -1.21697e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -12169826.000000 Penalty: 13333.625000
	Iteration 21Q: 3 clusters Score -1.216983e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -12169942.000000 Penalty: 13333.625000
	Iteration 22Q: 3 clusters Score -1.216994e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -12170005.000000 Penalty: 13333.625000
	Iteration 23Q: 3 clusters Score -1.217e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -12170077.000000 Penalty: 13333.625000
	Iteration 24Q: 3 clusters Score -1.217008e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -12170139.000000 Penalty: 13333.625000
	Iteration 25Q: 3 clusters Score -1.217014e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -12170170.000000 Penalty: 13333.625000
	Iteration 26Q: 3 clusters Score -1.217017e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -12170199.000000 Penalty: 13333.625000
	Iteration 27Q: 3 clusters Score -1.21702e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -12170261.000000 Penalty: 13333.625000
	Iteration 28Q: 3 clusters Score -1.217026e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -12170281.000000 Penalty: 13333.625000
	Iteration 29Q: 3 clusters Score -1.217028e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -12170305.000000 Penalty: 13333.625000
	Iteration 30Q: 3 clusters Score -1.21703e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -12170362.000000 Penalty: 13333.625000
	Iteration 31Q: 3 clusters Score -1.217036e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 51562 members 
Entering Unmasked Estep 
Score: -12170386.000000 Penalty: 13333.625000
	Iteration 32Q: 3 clusters Score -1.217039e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -12170419.000000 Penalty: 13333.625000
	Iteration 33Q: 3 clusters Score -1.217042e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -12170416.000000 Penalty: 13333.625000
	Iteration 34Q: 3 clusters Score -1.217042e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -12170433.000000 Penalty: 13333.625000
	Iteration 35Q: 3 clusters Score -1.217043e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -12170452.000000 Penalty: 13333.625000
	Iteration 36Q: 3 clusters Score -1.217045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -12170459.000000 Penalty: 13333.625000
	Iteration 37Q: 3 clusters Score -1.217046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -12170452.000000 Penalty: 13333.625000
	Iteration 38Q: 3 clusters Score -1.217045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -12170469.000000 Penalty: 13333.625000
	Iteration 39Q: 3 clusters Score -1.217047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 51706 members 
Entering Unmasked Estep 
Score: -12170470.000000 Penalty: 13333.625000
	Iteration 40F: 3 clusters Score -1.217047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 51711 members 
Entering Unmasked Estep 
Score: -12170471.000000 Penalty: 13333.625000
	Iteration 41Q: 3 clusters Score -1.217047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -12170478.000000 Penalty: 13333.625000
	Iteration 42Q: 3 clusters Score -1.217048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -12170463.000000 Penalty: 13333.625000
	Iteration 43Q: 3 clusters Score -1.217046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -12170469.000000 Penalty: 13333.625000
	Iteration 44Q: 3 clusters Score -1.217047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -12170476.000000 Penalty: 13333.625000
	Iteration 45Q: 3 clusters Score -1.217048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -12170483.000000 Penalty: 13333.625000
	Iteration 46Q: 3 clusters Score -1.217048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -12170478.000000 Penalty: 13333.625000
	Iteration 47Q: 3 clusters Score -1.217048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -12170487.000000 Penalty: 13333.625000
	Iteration 48Q: 3 clusters Score -1.217049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -12170500.000000 Penalty: 13333.625000
	Iteration 49Q: 3 clusters Score -1.21705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -12170501.000000 Penalty: 13333.625000
	Iteration 50Q: 3 clusters Score -1.21705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -12170496.000000 Penalty: 13333.625000
	Iteration 51Q: 3 clusters Score -1.21705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -12170490.000000 Penalty: 13333.625000
	Iteration 52Q: 3 clusters Score -1.217049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -12170486.000000 Penalty: 13333.625000
	Iteration 53Q: 3 clusters Score -1.217049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -12170491.000000 Penalty: 13333.625000
	Iteration 54Q: 3 clusters Score -1.217049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -12170492.000000 Penalty: 13333.625000
	Iteration 55Q: 3 clusters Score -1.217049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -12170493.000000 Penalty: 13333.625000
	Iteration 56Q: 3 clusters Score -1.217049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -12170487.000000 Penalty: 13333.625000
	Iteration 57Q: 3 clusters Score -1.217049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -12170487.000000 Penalty: 13333.625000
	Iteration 58F: 3 clusters Score -1.217049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -77087.421875 Penalty: 3803.992432
	Iteration 0F: 2 clusters Score -77087.42 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 253 members 
Entering Unmasked Estep 
Score: -73756.140625 Penalty: 7607.984863
	Iteration 0F: 3 clusters Score -73756.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -73946.453125 Penalty: 7607.984863
	Iteration 1F: 3 clusters Score -73946.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -74060.015625 Penalty: 7607.984863
	Iteration 2Q: 3 clusters Score -74060.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -74119.929688 Penalty: 7607.984863
	Iteration 3Q: 3 clusters Score -74119.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74143.195312 Penalty: 7607.984863
	Iteration 4Q: 3 clusters Score -74143.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74187.132812 Penalty: 7607.984863
	Iteration 5Q: 3 clusters Score -74187.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74217.289062 Penalty: 7607.984863
	Iteration 6Q: 3 clusters Score -74217.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74221.390625 Penalty: 7607.984863
	Iteration 7Q: 3 clusters Score -74221.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -74257.484375 Penalty: 7607.984863
	Iteration 8Q: 3 clusters Score -74257.48 nChanged 3
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: -74271.960938 Penalty: 7607.984863
	Iteration 9Q: 3 clusters Score -74271.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74318.250000 Penalty: 7607.984863
	Iteration 10Q: 3 clusters Score -74318.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74333.898438 Penalty: 7607.984863
	Iteration 11Q: 3 clusters Score -74333.9 nChanged 2
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: -74340.359375 Penalty: 7607.984863
	Iteration 12Q: 3 clusters Score -74340.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74355.554688 Penalty: 7607.984863
	Iteration 13Q: 3 clusters Score -74355.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74360.734375 Penalty: 7607.984863
	Iteration 14Q: 3 clusters Score -74360.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -74376.765625 Penalty: 7607.984863
	Iteration 15Q: 3 clusters Score -74376.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -74418.039062 Penalty: 7607.984863
	Iteration 16Q: 3 clusters Score -74418.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -74453.992188 Penalty: 7607.984863
	Iteration 17Q: 3 clusters Score -74453.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -74455.250000 Penalty: 7607.984863
	Iteration 18Q: 3 clusters Score -74455.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -74455.250000 Penalty: 7607.984863
	Iteration 19F: 3 clusters Score -74455.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Entering Unmasked Estep 
Score: -2780383.750000 Penalty: 5764.333496
	Iteration 0F: 2 clusters Score -2780384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2768811.750000 Penalty: 11528.666992
	Iteration 0F: 3 clusters Score -2768812 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2771456.500000 Penalty: 11528.666992
	Iteration 1F: 3 clusters Score -2771456 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2772036.500000 Penalty: 11528.666992
	Iteration 2F: 3 clusters Score -2772036 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2772429.250000 Penalty: 11528.666992
	Iteration 3F: 3 clusters Score -2772429 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2772749.500000 Penalty: 11528.666992
	Iteration 4Q: 3 clusters Score -2772750 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2773043.000000 Penalty: 11528.666992
	Iteration 5Q: 3 clusters Score -2773043 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2773317.500000 Penalty: 11528.666992
	Iteration 6Q: 3 clusters Score -2773318 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2773601.500000 Penalty: 11528.666992
	Iteration 7Q: 3 clusters Score -2773602 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2773888.250000 Penalty: 11528.666992
	Iteration 8Q: 3 clusters Score -2773888 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2774148.250000 Penalty: 11528.666992
	Iteration 9Q: 3 clusters Score -2774148 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2774372.500000 Penalty: 11528.666992
	Iteration 10Q: 3 clusters Score -2774372 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2774578.250000 Penalty: 11528.666992
	Iteration 11Q: 3 clusters Score -2774578 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2774789.750000 Penalty: 11528.666992
	Iteration 12Q: 3 clusters Score -2774790 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2774994.250000 Penalty: 11528.666992
	Iteration 13Q: 3 clusters Score -2774994 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2775178.250000 Penalty: 11528.666992
	Iteration 14Q: 3 clusters Score -2775178 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2775363.250000 Penalty: 11528.666992
	Iteration 15Q: 3 clusters Score -2775363 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2775518.500000 Penalty: 11528.666992
	Iteration 16Q: 3 clusters Score -2775518 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2775688.500000 Penalty: 11528.666992
	Iteration 17Q: 3 clusters Score -2775688 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2775811.000000 Penalty: 11528.666992
	Iteration 18Q: 3 clusters Score -2775811 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2775936.000000 Penalty: 11528.666992
	Iteration 19Q: 3 clusters Score -2775936 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2776039.750000 Penalty: 11528.666992
	Iteration 20F: 3 clusters Score -2776040 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2776159.250000 Penalty: 11528.666992
	Iteration 21Q: 3 clusters Score -2776159 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2776233.500000 Penalty: 11528.666992
	Iteration 22Q: 3 clusters Score -2776234 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2776291.500000 Penalty: 11528.666992
	Iteration 23Q: 3 clusters Score -2776292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2776342.500000 Penalty: 11528.666992
	Iteration 24Q: 3 clusters Score -2776342 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2776363.750000 Penalty: 11528.666992
	Iteration 25Q: 3 clusters Score -2776364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2776380.750000 Penalty: 11528.666992
	Iteration 26Q: 3 clusters Score -2776381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2776388.750000 Penalty: 11528.666992
	Iteration 27Q: 3 clusters Score -2776389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2776404.000000 Penalty: 11528.666992
	Iteration 28Q: 3 clusters Score -2776404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2776409.500000 Penalty: 11528.666992
	Iteration 29Q: 3 clusters Score -2776410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2776429.500000 Penalty: 11528.666992
	Iteration 30Q: 3 clusters Score -2776430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2776441.500000 Penalty: 11528.666992
	Iteration 31Q: 3 clusters Score -2776442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2776456.750000 Penalty: 11528.666992
	Iteration 32Q: 3 clusters Score -2776457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2776476.000000 Penalty: 11528.666992
	Iteration 33Q: 3 clusters Score -2776476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2776494.750000 Penalty: 11528.666992
	Iteration 34Q: 3 clusters Score -2776495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2776500.000000 Penalty: 11528.666992
	Iteration 35Q: 3 clusters Score -2776500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2776509.500000 Penalty: 11528.666992
	Iteration 36Q: 3 clusters Score -2776510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2776518.250000 Penalty: 11528.666992
	Iteration 37Q: 3 clusters Score -2776518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2776519.250000 Penalty: 11528.666992
	Iteration 38Q: 3 clusters Score -2776519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2776522.500000 Penalty: 11528.666992
	Iteration 39Q: 3 clusters Score -2776522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2776528.750000 Penalty: 11528.666992
	Iteration 40F: 3 clusters Score -2776529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2776535.250000 Penalty: 11528.666992
	Iteration 41Q: 3 clusters Score -2776535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2776541.250000 Penalty: 11528.666992
	Iteration 42Q: 3 clusters Score -2776541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2776545.750000 Penalty: 11528.666992
	Iteration 43Q: 3 clusters Score -2776546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2776545.500000 Penalty: 11528.666992
	Iteration 44Q: 3 clusters Score -2776546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2776549.500000 Penalty: 11528.666992
	Iteration 45Q: 3 clusters Score -2776550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2776549.500000 Penalty: 11528.666992
	Iteration 46F: 3 clusters Score -2776550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Entering Unmasked Estep 
Score: -1450371.500000 Penalty: 5369.320801
	Iteration 0F: 2 clusters Score -1450372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1442312.875000 Penalty: 10738.641602
	Iteration 0F: 3 clusters Score -1442313 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1443778.625000 Penalty: 10738.641602
	Iteration 1F: 3 clusters Score -1443779 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1444158.000000 Penalty: 10738.641602
	Iteration 2F: 3 clusters Score -1444158 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1444365.125000 Penalty: 10738.641602
	Iteration 3Q: 3 clusters Score -1444365 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1444497.250000 Penalty: 10738.641602
	Iteration 4Q: 3 clusters Score -1444497 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1444581.000000 Penalty: 10738.641602
	Iteration 5Q: 3 clusters Score -1444581 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1444639.875000 Penalty: 10738.641602
	Iteration 6Q: 3 clusters Score -1444640 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1444673.875000 Penalty: 10738.641602
	Iteration 7Q: 3 clusters Score -1444674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1444694.625000 Penalty: 10738.641602
	Iteration 8Q: 3 clusters Score -1444695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1444710.875000 Penalty: 10738.641602
	Iteration 9Q: 3 clusters Score -1444711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1444738.750000 Penalty: 10738.641602
	Iteration 10Q: 3 clusters Score -1444739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1444754.750000 Penalty: 10738.641602
	Iteration 11Q: 3 clusters Score -1444755 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1444770.375000 Penalty: 10738.641602
	Iteration 12Q: 3 clusters Score -1444770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1444783.000000 Penalty: 10738.641602
	Iteration 13Q: 3 clusters Score -1444783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1444793.875000 Penalty: 10738.641602
	Iteration 14Q: 3 clusters Score -1444794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1444797.750000 Penalty: 10738.641602
	Iteration 15Q: 3 clusters Score -1444798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1444802.375000 Penalty: 10738.641602
	Iteration 16Q: 3 clusters Score -1444802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1444808.625000 Penalty: 10738.641602
	Iteration 17Q: 3 clusters Score -1444809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1444812.125000 Penalty: 10738.641602
	Iteration 18Q: 3 clusters Score -1444812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1444813.750000 Penalty: 10738.641602
	Iteration 19Q: 3 clusters Score -1444814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1444815.875000 Penalty: 10738.641602
	Iteration 20F: 3 clusters Score -1444816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1444814.000000 Penalty: 10738.641602
	Iteration 21Q: 3 clusters Score -1444814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1444816.875000 Penalty: 10738.641602
	Iteration 22Q: 3 clusters Score -1444817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1444816.875000 Penalty: 10738.641602
	Iteration 23Q: 3 clusters Score -1444817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1444818.125000 Penalty: 10738.641602
	Iteration 24Q: 3 clusters Score -1444818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1444821.125000 Penalty: 10738.641602
	Iteration 25Q: 3 clusters Score -1444821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1444822.875000 Penalty: 10738.641602
	Iteration 26Q: 3 clusters Score -1444823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1444824.000000 Penalty: 10738.641602
	Iteration 27Q: 3 clusters Score -1444824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1444827.625000 Penalty: 10738.641602
	Iteration 28Q: 3 clusters Score -1444828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1444825.500000 Penalty: 10738.641602
	Iteration 29Q: 3 clusters Score -1444826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1444826.875000 Penalty: 10738.641602
	Iteration 30Q: 3 clusters Score -1444827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1444826.500000 Penalty: 10738.641602
	Iteration 31Q: 3 clusters Score -1444826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1444828.250000 Penalty: 10738.641602
	Iteration 32Q: 3 clusters Score -1444828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1444828.625000 Penalty: 10738.641602
	Iteration 33Q: 3 clusters Score -1444829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1444832.625000 Penalty: 10738.641602
	Iteration 34Q: 3 clusters Score -1444833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1444831.625000 Penalty: 10738.641602
	Iteration 35Q: 3 clusters Score -1444832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1444834.375000 Penalty: 10738.641602
	Iteration 36Q: 3 clusters Score -1444834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1444834.375000 Penalty: 10738.641602
	Iteration 37Q: 3 clusters Score -1444834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1444834.750000 Penalty: 10738.641602
	Iteration 38Q: 3 clusters Score -1444835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1444835.750000 Penalty: 10738.641602
	Iteration 39Q: 3 clusters Score -1444836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1444834.375000 Penalty: 10738.641602
	Iteration 40F: 3 clusters Score -1444834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1444834.375000 Penalty: 10738.641602
	Iteration 41Q: 3 clusters Score -1444834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1444834.375000 Penalty: 10738.641602
	Iteration 42F: 3 clusters Score -1444834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (119485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119485 members 
Entering Unmasked Estep 
Score: -27448660.000000 Penalty: 7160.704590
	Iteration 0F: 2 clusters Score -2.744866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -27367688.000000 Penalty: 14321.409180
	Iteration 0F: 3 clusters Score -2.736769e+07 nChanged 54991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -27398902.000000 Penalty: 14321.409180
	Iteration 1F: 3 clusters Score -2.73989e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64649 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -27401336.000000 Penalty: 14321.409180
	Iteration 2Q: 3 clusters Score -2.740134e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
Score: -27404658.000000 Penalty: 14321.409180
	Iteration 3F: 3 clusters Score -2.740466e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71602 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -27409156.000000 Penalty: 14321.409180
	Iteration 4F: 3 clusters Score -2.740916e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76614 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -27414558.000000 Penalty: 14321.409180
	Iteration 5F: 3 clusters Score -2.741456e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -27420050.000000 Penalty: 14321.409180
	Iteration 6F: 3 clusters Score -2.742005e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87959 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -27425172.000000 Penalty: 14321.409180
	Iteration 7F: 3 clusters Score -2.742517e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93466 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -27429788.000000 Penalty: 14321.409180
	Iteration 8F: 3 clusters Score -2.742979e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98332 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -27433492.000000 Penalty: 14321.409180
	Iteration 9Q: 3 clusters Score -2.743349e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102432 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -27436386.000000 Penalty: 14321.409180
	Iteration 10Q: 3 clusters Score -2.743639e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105659 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -27438730.000000 Penalty: 14321.409180
	Iteration 11Q: 3 clusters Score -2.743873e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -27440242.000000 Penalty: 14321.409180
	Iteration 12Q: 3 clusters Score -2.744024e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109835 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -27441430.000000 Penalty: 14321.409180
	Iteration 13Q: 3 clusters Score -2.744143e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111117 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -27442058.000000 Penalty: 14321.409180
	Iteration 14Q: 3 clusters Score -2.744206e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112070 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -27442420.000000 Penalty: 14321.409180
	Iteration 15Q: 3 clusters Score -2.744242e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112810 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -27442908.000000 Penalty: 14321.409180
	Iteration 16Q: 3 clusters Score -2.744291e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113353 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -27443190.000000 Penalty: 14321.409180
	Iteration 17Q: 3 clusters Score -2.744319e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113735 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -27443360.000000 Penalty: 14321.409180
	Iteration 18Q: 3 clusters Score -2.744336e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114065 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -27443566.000000 Penalty: 14321.409180
	Iteration 19Q: 3 clusters Score -2.744357e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114342 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -27443724.000000 Penalty: 14321.409180
	Iteration 20F: 3 clusters Score -2.744372e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114545 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -27443904.000000 Penalty: 14321.409180
	Iteration 21Q: 3 clusters Score -2.74439e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114743 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -27444026.000000 Penalty: 14321.409180
	Iteration 22Q: 3 clusters Score -2.744403e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114896 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -27444230.000000 Penalty: 14321.409180
	Iteration 23Q: 3 clusters Score -2.744423e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114995 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -27444462.000000 Penalty: 14321.409180
	Iteration 24Q: 3 clusters Score -2.744446e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115028 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -27444592.000000 Penalty: 14321.409180
	Iteration 25Q: 3 clusters Score -2.744459e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115047 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -27444694.000000 Penalty: 14321.409180
	Iteration 26Q: 3 clusters Score -2.744469e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115044 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -27444746.000000 Penalty: 14321.409180
	Iteration 27Q: 3 clusters Score -2.744475e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115034 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -27444736.000000 Penalty: 14321.409180
	Iteration 28Q: 3 clusters Score -2.744474e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115016 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -27444742.000000 Penalty: 14321.409180
	Iteration 29Q: 3 clusters Score -2.744474e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114994 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -27444788.000000 Penalty: 14321.409180
	Iteration 30Q: 3 clusters Score -2.744479e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114984 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -27444788.000000 Penalty: 14321.409180
	Iteration 31Q: 3 clusters Score -2.744479e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114974 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -27444834.000000 Penalty: 14321.409180
	Iteration 32Q: 3 clusters Score -2.744483e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114966 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -27444826.000000 Penalty: 14321.409180
	Iteration 33Q: 3 clusters Score -2.744483e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114943 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -27444908.000000 Penalty: 14321.409180
	Iteration 34Q: 3 clusters Score -2.744491e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114914 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -27444964.000000 Penalty: 14321.409180
	Iteration 35Q: 3 clusters Score -2.744496e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114898 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -27445040.000000 Penalty: 14321.409180
	Iteration 36Q: 3 clusters Score -2.744504e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114881 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -27445092.000000 Penalty: 14321.409180
	Iteration 37Q: 3 clusters Score -2.744509e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114889 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -27445142.000000 Penalty: 14321.409180
	Iteration 38Q: 3 clusters Score -2.744514e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114881 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -27445228.000000 Penalty: 14321.409180
	Iteration 39Q: 3 clusters Score -2.744523e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114854 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -27445286.000000 Penalty: 14321.409180
	Iteration 40F: 3 clusters Score -2.744529e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114824 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -27445420.000000 Penalty: 14321.409180
	Iteration 41Q: 3 clusters Score -2.744542e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114781 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -27445458.000000 Penalty: 14321.409180
	Iteration 42Q: 3 clusters Score -2.744546e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114724 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -27445518.000000 Penalty: 14321.409180
	Iteration 43Q: 3 clusters Score -2.744552e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114664 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -27445560.000000 Penalty: 14321.409180
	Iteration 44Q: 3 clusters Score -2.744556e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114613 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -27445552.000000 Penalty: 14321.409180
	Iteration 45Q: 3 clusters Score -2.744555e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114557 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -27445578.000000 Penalty: 14321.409180
	Iteration 46Q: 3 clusters Score -2.744558e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114487 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -27445594.000000 Penalty: 14321.409180
	Iteration 47Q: 3 clusters Score -2.744559e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114447 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -27445612.000000 Penalty: 14321.409180
	Iteration 48Q: 3 clusters Score -2.744561e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114409 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -27445640.000000 Penalty: 14321.409180
	Iteration 49Q: 3 clusters Score -2.744564e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114375 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -27445616.000000 Penalty: 14321.409180
	Iteration 50Q: 3 clusters Score -2.744562e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114341 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -27445602.000000 Penalty: 14321.409180
	Iteration 51Q: 3 clusters Score -2.74456e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114304 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -27445662.000000 Penalty: 14321.409180
	Iteration 52Q: 3 clusters Score -2.744566e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114253 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -27445704.000000 Penalty: 14321.409180
	Iteration 53Q: 3 clusters Score -2.74457e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114216 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -27445682.000000 Penalty: 14321.409180
	Iteration 54Q: 3 clusters Score -2.744568e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114185 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -27445728.000000 Penalty: 14321.409180
	Iteration 55Q: 3 clusters Score -2.744573e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114158 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -27445780.000000 Penalty: 14321.409180
	Iteration 56Q: 3 clusters Score -2.744578e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114123 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -27445806.000000 Penalty: 14321.409180
	Iteration 57Q: 3 clusters Score -2.744581e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114097 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -27445806.000000 Penalty: 14321.409180
	Iteration 58Q: 3 clusters Score -2.744581e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114069 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -27445856.000000 Penalty: 14321.409180
	Iteration 59Q: 3 clusters Score -2.744586e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114054 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -27445866.000000 Penalty: 14321.409180
	Iteration 60F: 3 clusters Score -2.744587e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114030 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -27445886.000000 Penalty: 14321.409180
	Iteration 61Q: 3 clusters Score -2.744589e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114009 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -27445928.000000 Penalty: 14321.409180
	Iteration 62Q: 3 clusters Score -2.744593e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113985 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -27445972.000000 Penalty: 14321.409180
	Iteration 63Q: 3 clusters Score -2.744597e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113965 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -27445978.000000 Penalty: 14321.409180
	Iteration 64Q: 3 clusters Score -2.744598e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113948 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -27445982.000000 Penalty: 14321.409180
	Iteration 65Q: 3 clusters Score -2.744598e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113924 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -27446010.000000 Penalty: 14321.409180
	Iteration 66Q: 3 clusters Score -2.744601e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113901 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -27446014.000000 Penalty: 14321.409180
	Iteration 67Q: 3 clusters Score -2.744601e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113875 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -27446008.000000 Penalty: 14321.409180
	Iteration 68Q: 3 clusters Score -2.744601e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113858 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -27446036.000000 Penalty: 14321.409180
	Iteration 69Q: 3 clusters Score -2.744604e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113846 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -27446056.000000 Penalty: 14321.409180
	Iteration 70Q: 3 clusters Score -2.744606e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113830 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -27446038.000000 Penalty: 14321.409180
	Iteration 71Q: 3 clusters Score -2.744604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113826 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -27446068.000000 Penalty: 14321.409180
	Iteration 72Q: 3 clusters Score -2.744607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113828 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -27446092.000000 Penalty: 14321.409180
	Iteration 73Q: 3 clusters Score -2.744609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113825 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -27446102.000000 Penalty: 14321.409180
	Iteration 74Q: 3 clusters Score -2.74461e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113811 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -27446122.000000 Penalty: 14321.409180
	Iteration 75Q: 3 clusters Score -2.744612e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113798 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -27446114.000000 Penalty: 14321.409180
	Iteration 76Q: 3 clusters Score -2.744611e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113788 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -27446124.000000 Penalty: 14321.409180
	Iteration 77Q: 3 clusters Score -2.744612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113776 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -27446114.000000 Penalty: 14321.409180
	Iteration 78Q: 3 clusters Score -2.744611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113770 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -27446114.000000 Penalty: 14321.409180
	Iteration 79Q: 3 clusters Score -2.744611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113768 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -27446134.000000 Penalty: 14321.409180
	Iteration 80F: 3 clusters Score -2.744613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113764 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -27446128.000000 Penalty: 14321.409180
	Iteration 81Q: 3 clusters Score -2.744613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113761 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -27446120.000000 Penalty: 14321.409180
	Iteration 82Q: 3 clusters Score -2.744612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113759 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -27446112.000000 Penalty: 14321.409180
	Iteration 83Q: 3 clusters Score -2.744611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113757 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -27446122.000000 Penalty: 14321.409180
	Iteration 84Q: 3 clusters Score -2.744612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113754 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -27446108.000000 Penalty: 14321.409180
	Iteration 85Q: 3 clusters Score -2.744611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113750 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -27446142.000000 Penalty: 14321.409180
	Iteration 86Q: 3 clusters Score -2.744614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113745 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -27446144.000000 Penalty: 14321.409180
	Iteration 87Q: 3 clusters Score -2.744614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113745 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -27446144.000000 Penalty: 14321.409180
	Iteration 88F: 3 clusters Score -2.744614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -32916.199219 Penalty: 3429.033447
	Iteration 0F: 2 clusters Score -32916.2 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: -30307.728516 Penalty: 6858.066895
	Iteration 0F: 3 clusters Score -30307.73 nChanged 24
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: -30490.814453 Penalty: 6858.066895
	Iteration 1F: 3 clusters Score -30490.81 nChanged 8
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: -30572.052734 Penalty: 6858.066895
	Iteration 2Q: 3 clusters Score -30572.05 nChanged 2
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: -30588.142578 Penalty: 6858.066895
	Iteration 3Q: 3 clusters Score -30588.14 nChanged 2
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: -30603.302734 Penalty: 6858.066895
	Iteration 4Q: 3 clusters Score -30603.3 nChanged 1
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: -30617.828125 Penalty: 6858.066895
	Iteration 5Q: 3 clusters Score -30617.83 nChanged 1
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: -30627.531250 Penalty: 6858.066895
	Iteration 6Q: 3 clusters Score -30627.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30654.466797 Penalty: 6858.066895
	Iteration 7Q: 3 clusters Score -30654.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30716.326172 Penalty: 6858.066895
	Iteration 8Q: 3 clusters Score -30716.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30722.478516 Penalty: 6858.066895
	Iteration 9Q: 3 clusters Score -30722.48 nChanged 2
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: -30738.664062 Penalty: 6858.066895
	Iteration 10Q: 3 clusters Score -30738.66 nChanged 0
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: -30738.664062 Penalty: 6858.066895
	Iteration 11F: 3 clusters Score -30738.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 34924 members 
Mstep: Class 3 contains 15398 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7300 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38192 members 
Mstep: Class 13 contains 167853 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 12805 members 
Mstep: Class 16 contains 17089 members 
Mstep: Class 17 contains 27586 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2711 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12224 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 119485 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286832.000000 Penalty: 212307.062500
Iteration 119Q: 27 clusters Score -1.382868e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 34930 members 
Mstep: Class 3 contains 15396 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7300 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38194 members 
Mstep: Class 13 contains 167862 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 12805 members 
Mstep: Class 16 contains 17082 members 
Mstep: Class 17 contains 27588 members 
Mstep: Class 18 contains 32578 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2711 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 12223 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 119485 members 
Mstep: Class 26 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286752.000000 Penalty: 212307.062500
Iteration 120F: 27 clusters Score -1.382868e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 34932 members 
Mstep: Class 3 contains 15398 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7301 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38197 members 
Mstep: Class 13 contains 167870 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 12804 members 
Mstep: Class 16 contains 17076 members 
Mstep: Class 17 contains 27588 members 
Mstep: Class 18 contains 32570 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12222 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 119484 members 
Mstep: Class 26 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286752.000000 Penalty: 212307.062500
Iteration 121Q: 27 clusters Score -1.382868e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34941 members 
Mstep: Class 3 contains 15400 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38198 members 
Mstep: Class 13 contains 167871 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 12802 members 
Mstep: Class 16 contains 17067 members 
Mstep: Class 17 contains 27588 members 
Mstep: Class 18 contains 32569 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2713 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12221 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 119482 members 
Mstep: Class 26 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286768.000000 Penalty: 212307.062500
Iteration 122Q: 27 clusters Score -1.382868e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34945 members 
Mstep: Class 3 contains 15403 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38199 members 
Mstep: Class 13 contains 167870 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 12802 members 
Mstep: Class 16 contains 17060 members 
Mstep: Class 17 contains 27588 members 
Mstep: Class 18 contains 32569 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12219 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 119484 members 
Mstep: Class 26 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286768.000000 Penalty: 212307.062500
Iteration 123Q: 27 clusters Score -1.382868e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34952 members 
Mstep: Class 3 contains 15409 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38200 members 
Mstep: Class 13 contains 167868 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 17049 members 
Mstep: Class 17 contains 27588 members 
Mstep: Class 18 contains 32569 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12217 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 119483 members 
Mstep: Class 26 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286832.000000 Penalty: 212307.062500
Iteration 124Q: 27 clusters Score -1.382868e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34963 members 
Mstep: Class 3 contains 15412 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7309 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38201 members 
Mstep: Class 13 contains 167869 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 12800 members 
Mstep: Class 16 contains 17035 members 
Mstep: Class 17 contains 27587 members 
Mstep: Class 18 contains 32569 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12216 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 119482 members 
Mstep: Class 26 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286768.000000 Penalty: 212307.062500
Iteration 125Q: 27 clusters Score -1.382868e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34968 members 
Mstep: Class 3 contains 15418 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7309 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38203 members 
Mstep: Class 13 contains 167869 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 12799 members 
Mstep: Class 16 contains 17023 members 
Mstep: Class 17 contains 27587 members 
Mstep: Class 18 contains 32569 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12216 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 119482 members 
Mstep: Class 26 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286784.000000 Penalty: 212307.062500
Iteration 126Q: 27 clusters Score -1.382868e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34972 members 
Mstep: Class 3 contains 15418 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7311 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38205 members 
Mstep: Class 13 contains 167869 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 12799 members 
Mstep: Class 16 contains 17015 members 
Mstep: Class 17 contains 27587 members 
Mstep: Class 18 contains 32569 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12217 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 119481 members 
Mstep: Class 26 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286736.000000 Penalty: 212307.062500
Iteration 127Q: 27 clusters Score -1.382867e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34977 members 
Mstep: Class 3 contains 15414 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7312 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38209 members 
Mstep: Class 13 contains 167871 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 12797 members 
Mstep: Class 16 contains 17008 members 
Mstep: Class 17 contains 27588 members 
Mstep: Class 18 contains 32569 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12217 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 119481 members 
Mstep: Class 26 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286720.000000 Penalty: 212307.062500
Iteration 128Q: 27 clusters Score -1.382867e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34985 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7313 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38209 members 
Mstep: Class 13 contains 167870 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 12796 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 27590 members 
Mstep: Class 18 contains 32569 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12215 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 119482 members 
Mstep: Class 26 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286800.000000 Penalty: 212307.062500
Iteration 129Q: 27 clusters Score -1.382868e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34989 members 
Mstep: Class 3 contains 15417 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37977 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7316 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38210 members 
Mstep: Class 13 contains 167868 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 12793 members 
Mstep: Class 16 contains 16993 members 
Mstep: Class 17 contains 27590 members 
Mstep: Class 18 contains 32569 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12213 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 119484 members 
Mstep: Class 26 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286816.000000 Penalty: 212307.062500
Iteration 130Q: 27 clusters Score -1.382868e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34990 members 
Mstep: Class 3 contains 15419 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37979 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7317 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38212 members 
Mstep: Class 13 contains 167867 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 12791 members 
Mstep: Class 16 contains 16992 members 
Mstep: Class 17 contains 27590 members 
Mstep: Class 18 contains 32569 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53347 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12210 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 119484 members 
Mstep: Class 26 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286816.000000 Penalty: 212307.062500
Iteration 131Q: 27 clusters Score -1.382868e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34992 members 
Mstep: Class 3 contains 15418 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37979 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7317 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38212 members 
Mstep: Class 13 contains 167867 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12790 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 27590 members 
Mstep: Class 18 contains 32569 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53347 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12209 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 119484 members 
Mstep: Class 26 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286800.000000 Penalty: 212307.062500
Iteration 132Q: 27 clusters Score -1.382868e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34991 members 
Mstep: Class 3 contains 15417 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37979 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7318 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38212 members 
Mstep: Class 13 contains 167868 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12789 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 27590 members 
Mstep: Class 18 contains 32568 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12210 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 119484 members 
Mstep: Class 26 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286816.000000 Penalty: 212307.062500
Iteration 133Q: 27 clusters Score -1.382868e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34991 members 
Mstep: Class 3 contains 15417 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37979 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7318 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38212 members 
Mstep: Class 13 contains 167868 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12788 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 27590 members 
Mstep: Class 18 contains 32568 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12211 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 119484 members 
Mstep: Class 26 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286816.000000 Penalty: 212307.062500
Iteration 134Q: 27 clusters Score -1.382868e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34991 members 
Mstep: Class 3 contains 15417 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37979 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7318 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38212 members 
Mstep: Class 13 contains 167868 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12788 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 27590 members 
Mstep: Class 18 contains 32568 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12210 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 119485 members 
Mstep: Class 26 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286800.000000 Penalty: 212307.062500
Iteration 135Q: 27 clusters Score -1.382868e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34991 members 
Mstep: Class 3 contains 15417 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37979 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7318 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38212 members 
Mstep: Class 13 contains 167868 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12788 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 27590 members 
Mstep: Class 18 contains 32568 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12210 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 119485 members 
Mstep: Class 26 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286800.000000 Penalty: 212307.062500
Iteration 136F: 27 clusters Score -1.382868e+08 nChanged 0
Entering ConstructFrom: 
Score: -138286800.000000 Penalty: 212307.062500
Entering ConstructFrom: 
Trying to split cluster 1 (10997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Entering Unmasked Estep 
Score: -2519408.250000 Penalty: 5699.543945
	Iteration 0F: 2 clusters Score -2519408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2508546.000000 Penalty: 11399.087891
	Iteration 0F: 3 clusters Score -2508546 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2510895.500000 Penalty: 11399.087891
	Iteration 1F: 3 clusters Score -2510896 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2511405.250000 Penalty: 11399.087891
	Iteration 2F: 3 clusters Score -2511405 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2511718.000000 Penalty: 11399.087891
	Iteration 3F: 3 clusters Score -2511718 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2511922.250000 Penalty: 11399.087891
	Iteration 4Q: 3 clusters Score -2511922 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2512072.500000 Penalty: 11399.087891
	Iteration 5Q: 3 clusters Score -2512072 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2512192.000000 Penalty: 11399.087891
	Iteration 6Q: 3 clusters Score -2512192 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2512282.750000 Penalty: 11399.087891
	Iteration 7Q: 3 clusters Score -2512283 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2512356.500000 Penalty: 11399.087891
	Iteration 8Q: 3 clusters Score -2512356 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2512426.750000 Penalty: 11399.087891
	Iteration 9Q: 3 clusters Score -2512427 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2512495.750000 Penalty: 11399.087891
	Iteration 10Q: 3 clusters Score -2512496 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2512570.750000 Penalty: 11399.087891
	Iteration 11Q: 3 clusters Score -2512571 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2512641.000000 Penalty: 11399.087891
	Iteration 12Q: 3 clusters Score -2512641 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2512719.000000 Penalty: 11399.087891
	Iteration 13Q: 3 clusters Score -2512719 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2512814.750000 Penalty: 11399.087891
	Iteration 14Q: 3 clusters Score -2512815 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2512910.250000 Penalty: 11399.087891
	Iteration 15Q: 3 clusters Score -2512910 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2513072.000000 Penalty: 11399.087891
	Iteration 16Q: 3 clusters Score -2513072 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2513245.750000 Penalty: 11399.087891
	Iteration 17Q: 3 clusters Score -2513246 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2513436.500000 Penalty: 11399.087891
	Iteration 18Q: 3 clusters Score -2513436 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2513684.000000 Penalty: 11399.087891
	Iteration 19Q: 3 clusters Score -2513684 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2513979.000000 Penalty: 11399.087891
	Iteration 20F: 3 clusters Score -2513979 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2514343.750000 Penalty: 11399.087891
	Iteration 21Q: 3 clusters Score -2514344 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2514736.000000 Penalty: 11399.087891
	Iteration 22Q: 3 clusters Score -2514736 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2515122.500000 Penalty: 11399.087891
	Iteration 23Q: 3 clusters Score -2515122 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2515527.500000 Penalty: 11399.087891
	Iteration 24Q: 3 clusters Score -2515528 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2515926.500000 Penalty: 11399.087891
	Iteration 25Q: 3 clusters Score -2515926 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2516319.000000 Penalty: 11399.087891
	Iteration 26Q: 3 clusters Score -2516319 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2516679.250000 Penalty: 11399.087891
	Iteration 27Q: 3 clusters Score -2516679 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2516952.000000 Penalty: 11399.087891
	Iteration 28Q: 3 clusters Score -2516952 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2517140.500000 Penalty: 11399.087891
	Iteration 29Q: 3 clusters Score -2517140 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2517240.500000 Penalty: 11399.087891
	Iteration 30Q: 3 clusters Score -2517240 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2517288.750000 Penalty: 11399.087891
	Iteration 31Q: 3 clusters Score -2517289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2517321.000000 Penalty: 11399.087891
	Iteration 32Q: 3 clusters Score -2517321 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2517348.000000 Penalty: 11399.087891
	Iteration 33Q: 3 clusters Score -2517348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2517360.500000 Penalty: 11399.087891
	Iteration 34Q: 3 clusters Score -2517360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2517375.000000 Penalty: 11399.087891
	Iteration 35Q: 3 clusters Score -2517375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2517374.000000 Penalty: 11399.087891
	Iteration 36Q: 3 clusters Score -2517374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2517388.500000 Penalty: 11399.087891
	Iteration 37Q: 3 clusters Score -2517388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2517385.000000 Penalty: 11399.087891
	Iteration 38Q: 3 clusters Score -2517385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2517388.250000 Penalty: 11399.087891
	Iteration 39Q: 3 clusters Score -2517388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2517421.250000 Penalty: 11399.087891
	Iteration 40F: 3 clusters Score -2517421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2517443.000000 Penalty: 11399.087891
	Iteration 41Q: 3 clusters Score -2517443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2517445.750000 Penalty: 11399.087891
	Iteration 42Q: 3 clusters Score -2517446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2517460.750000 Penalty: 11399.087891
	Iteration 43Q: 3 clusters Score -2517461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2517466.500000 Penalty: 11399.087891
	Iteration 44Q: 3 clusters Score -2517466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2517474.750000 Penalty: 11399.087891
	Iteration 45Q: 3 clusters Score -2517475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2517489.250000 Penalty: 11399.087891
	Iteration 46Q: 3 clusters Score -2517489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2517489.750000 Penalty: 11399.087891
	Iteration 47Q: 3 clusters Score -2517490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2517490.500000 Penalty: 11399.087891
	Iteration 48Q: 3 clusters Score -2517490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2517490.750000 Penalty: 11399.087891
	Iteration 49Q: 3 clusters Score -2517491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2517495.750000 Penalty: 11399.087891
	Iteration 50Q: 3 clusters Score -2517496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2517503.500000 Penalty: 11399.087891
	Iteration 51Q: 3 clusters Score -2517504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2517507.500000 Penalty: 11399.087891
	Iteration 52Q: 3 clusters Score -2517508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2517505.000000 Penalty: 11399.087891
	Iteration 53Q: 3 clusters Score -2517505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2517510.000000 Penalty: 11399.087891
	Iteration 54Q: 3 clusters Score -2517510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2517511.750000 Penalty: 11399.087891
	Iteration 55Q: 3 clusters Score -2517512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2517512.500000 Penalty: 11399.087891
	Iteration 56Q: 3 clusters Score -2517512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2517511.500000 Penalty: 11399.087891
	Iteration 57Q: 3 clusters Score -2517512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2517511.500000 Penalty: 11399.087891
	Iteration 58F: 3 clusters Score -2517512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Entering Unmasked Estep 
Score: -7980069.500000 Penalty: 6408.493164
	Iteration 0F: 2 clusters Score -7980070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -7954041.000000 Penalty: 12816.986328
	Iteration 0F: 3 clusters Score -7954041 nChanged 15040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -7962013.500000 Penalty: 12816.986328
	Iteration 1F: 3 clusters Score -7962014 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -7962906.500000 Penalty: 12816.986328
	Iteration 2F: 3 clusters Score -7962906 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -7963527.000000 Penalty: 12816.986328
	Iteration 3Q: 3 clusters Score -7963527 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -7964099.000000 Penalty: 12816.986328
	Iteration 4Q: 3 clusters Score -7964099 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -7964660.500000 Penalty: 12816.986328
	Iteration 5Q: 3 clusters Score -7964660 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -7965305.500000 Penalty: 12816.986328
	Iteration 6Q: 3 clusters Score -7965306 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -7966016.000000 Penalty: 12816.986328
	Iteration 7Q: 3 clusters Score -7966016 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -7966815.000000 Penalty: 12816.986328
	Iteration 8Q: 3 clusters Score -7966815 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -7967677.500000 Penalty: 12816.986328
	Iteration 9Q: 3 clusters Score -7967678 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -7968628.000000 Penalty: 12816.986328
	Iteration 10Q: 3 clusters Score -7968628 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -7969532.500000 Penalty: 12816.986328
	Iteration 11Q: 3 clusters Score -7969532 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -7970399.000000 Penalty: 12816.986328
	Iteration 12Q: 3 clusters Score -7970399 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -7971223.500000 Penalty: 12816.986328
	Iteration 13Q: 3 clusters Score -7971224 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -7971923.500000 Penalty: 12816.986328
	Iteration 14Q: 3 clusters Score -7971924 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -7972512.500000 Penalty: 12816.986328
	Iteration 15Q: 3 clusters Score -7972512 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -7972987.000000 Penalty: 12816.986328
	Iteration 16Q: 3 clusters Score -7972987 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -7973297.000000 Penalty: 12816.986328
	Iteration 17Q: 3 clusters Score -7973297 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -7973627.000000 Penalty: 12816.986328
	Iteration 18Q: 3 clusters Score -7973627 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -7973878.500000 Penalty: 12816.986328
	Iteration 19Q: 3 clusters Score -7973878 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -7974053.500000 Penalty: 12816.986328
	Iteration 20F: 3 clusters Score -7974054 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -7974165.500000 Penalty: 12816.986328
	Iteration 21Q: 3 clusters Score -7974166 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -7974280.500000 Penalty: 12816.986328
	Iteration 22Q: 3 clusters Score -7974280 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -7974355.000000 Penalty: 12816.986328
	Iteration 23Q: 3 clusters Score -7974355 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -7974420.000000 Penalty: 12816.986328
	Iteration 24Q: 3 clusters Score -7974420 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -7974464.000000 Penalty: 12816.986328
	Iteration 25Q: 3 clusters Score -7974464 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -7974488.000000 Penalty: 12816.986328
	Iteration 26Q: 3 clusters Score -7974488 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -7974495.500000 Penalty: 12816.986328
	Iteration 27Q: 3 clusters Score -7974496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -7974513.500000 Penalty: 12816.986328
	Iteration 28Q: 3 clusters Score -7974514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -7974517.500000 Penalty: 12816.986328
	Iteration 29Q: 3 clusters Score -7974518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -7974518.000000 Penalty: 12816.986328
	Iteration 30Q: 3 clusters Score -7974518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -7974524.000000 Penalty: 12816.986328
	Iteration 31Q: 3 clusters Score -7974524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -7974539.000000 Penalty: 12816.986328
	Iteration 32Q: 3 clusters Score -7974539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -7974542.500000 Penalty: 12816.986328
	Iteration 33Q: 3 clusters Score -7974542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -7974544.500000 Penalty: 12816.986328
	Iteration 34Q: 3 clusters Score -7974544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -7974557.000000 Penalty: 12816.986328
	Iteration 35Q: 3 clusters Score -7974557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -7974544.000000 Penalty: 12816.986328
	Iteration 36Q: 3 clusters Score -7974544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -7974564.000000 Penalty: 12816.986328
	Iteration 37Q: 3 clusters Score -7974564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -7974564.500000 Penalty: 12816.986328
	Iteration 38Q: 3 clusters Score -7974564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -7974560.500000 Penalty: 12816.986328
	Iteration 39Q: 3 clusters Score -7974560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -7974549.500000 Penalty: 12816.986328
	Iteration 40F: 3 clusters Score -7974550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -7974556.000000 Penalty: 12816.986328
	Iteration 41Q: 3 clusters Score -7974556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -7974554.000000 Penalty: 12816.986328
	Iteration 42Q: 3 clusters Score -7974554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -7974556.000000 Penalty: 12816.986328
	Iteration 43Q: 3 clusters Score -7974556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -7974559.500000 Penalty: 12816.986328
	Iteration 44Q: 3 clusters Score -7974560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -7974560.000000 Penalty: 12816.986328
	Iteration 45Q: 3 clusters Score -7974560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -7974568.000000 Penalty: 12816.986328
	Iteration 46Q: 3 clusters Score -7974568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -7974572.000000 Penalty: 12816.986328
	Iteration 47Q: 3 clusters Score -7974572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -7974568.000000 Penalty: 12816.986328
	Iteration 48Q: 3 clusters Score -7974568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -7974564.500000 Penalty: 12816.986328
	Iteration 49Q: 3 clusters Score -7974564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -7974561.500000 Penalty: 12816.986328
	Iteration 50Q: 3 clusters Score -7974562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -7974571.000000 Penalty: 12816.986328
	Iteration 51Q: 3 clusters Score -7974571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -7974567.500000 Penalty: 12816.986328
	Iteration 52Q: 3 clusters Score -7974568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -7974575.500000 Penalty: 12816.986328
	Iteration 53Q: 3 clusters Score -7974576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -7974575.500000 Penalty: 12816.986328
	Iteration 54Q: 3 clusters Score -7974576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -7974577.500000 Penalty: 12816.986328
	Iteration 55Q: 3 clusters Score -7974578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -7974577.000000 Penalty: 12816.986328
	Iteration 56Q: 3 clusters Score -7974577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -7974574.000000 Penalty: 12816.986328
	Iteration 57Q: 3 clusters Score -7974574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -7974566.000000 Penalty: 12816.986328
	Iteration 58Q: 3 clusters Score -7974566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -7974565.500000 Penalty: 12816.986328
	Iteration 59Q: 3 clusters Score -7974566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -7974575.000000 Penalty: 12816.986328
	Iteration 60F: 3 clusters Score -7974575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -7974578.500000 Penalty: 12816.986328
	Iteration 61Q: 3 clusters Score -7974578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -7974582.000000 Penalty: 12816.986328
	Iteration 62Q: 3 clusters Score -7974582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -7974582.000000 Penalty: 12816.986328
	Iteration 63F: 3 clusters Score -7974582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -3473969.500000 Penalty: 5906.475586
	Iteration 0F: 2 clusters Score -3473970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -3460188.250000 Penalty: 11812.951172
	Iteration 0F: 3 clusters Score -3460188 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -3463492.000000 Penalty: 11812.951172
	Iteration 1F: 3 clusters Score -3463492 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -3464178.000000 Penalty: 11812.951172
	Iteration 2F: 3 clusters Score -3464178 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3464725.750000 Penalty: 11812.951172
	Iteration 3F: 3 clusters Score -3464726 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -3465242.750000 Penalty: 11812.951172
	Iteration 4F: 3 clusters Score -3465243 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3465707.250000 Penalty: 11812.951172
	Iteration 5Q: 3 clusters Score -3465707 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3466117.000000 Penalty: 11812.951172
	Iteration 6Q: 3 clusters Score -3466117 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -3466478.500000 Penalty: 11812.951172
	Iteration 7Q: 3 clusters Score -3466478 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -3466836.750000 Penalty: 11812.951172
	Iteration 8Q: 3 clusters Score -3466837 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -3467172.250000 Penalty: 11812.951172
	Iteration 9Q: 3 clusters Score -3467172 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -3467420.500000 Penalty: 11812.951172
	Iteration 10Q: 3 clusters Score -3467420 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -3467652.000000 Penalty: 11812.951172
	Iteration 11Q: 3 clusters Score -3467652 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -3467829.000000 Penalty: 11812.951172
	Iteration 12Q: 3 clusters Score -3467829 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -3468005.000000 Penalty: 11812.951172
	Iteration 13Q: 3 clusters Score -3468005 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3468171.500000 Penalty: 11812.951172
	Iteration 14Q: 3 clusters Score -3468172 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3468326.000000 Penalty: 11812.951172
	Iteration 15Q: 3 clusters Score -3468326 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -3468443.750000 Penalty: 11812.951172
	Iteration 16Q: 3 clusters Score -3468444 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -3468558.250000 Penalty: 11812.951172
	Iteration 17Q: 3 clusters Score -3468558 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -3468672.750000 Penalty: 11812.951172
	Iteration 18Q: 3 clusters Score -3468673 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3468771.750000 Penalty: 11812.951172
	Iteration 19Q: 3 clusters Score -3468772 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3468873.750000 Penalty: 11812.951172
	Iteration 20F: 3 clusters Score -3468874 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3468962.000000 Penalty: 11812.951172
	Iteration 21Q: 3 clusters Score -3468962 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3469060.500000 Penalty: 11812.951172
	Iteration 22Q: 3 clusters Score -3469060 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -3469134.750000 Penalty: 11812.951172
	Iteration 23Q: 3 clusters Score -3469135 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3469185.000000 Penalty: 11812.951172
	Iteration 24Q: 3 clusters Score -3469185 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -3469234.250000 Penalty: 11812.951172
	Iteration 25Q: 3 clusters Score -3469234 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3469270.750000 Penalty: 11812.951172
	Iteration 26Q: 3 clusters Score -3469271 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -3469301.750000 Penalty: 11812.951172
	Iteration 27Q: 3 clusters Score -3469302 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3469332.750000 Penalty: 11812.951172
	Iteration 28Q: 3 clusters Score -3469333 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -3469357.250000 Penalty: 11812.951172
	Iteration 29Q: 3 clusters Score -3469357 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3469364.750000 Penalty: 11812.951172
	Iteration 30Q: 3 clusters Score -3469365 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -3469385.000000 Penalty: 11812.951172
	Iteration 31Q: 3 clusters Score -3469385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3469394.750000 Penalty: 11812.951172
	Iteration 32Q: 3 clusters Score -3469395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -3469402.250000 Penalty: 11812.951172
	Iteration 33Q: 3 clusters Score -3469402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -3469423.500000 Penalty: 11812.951172
	Iteration 34Q: 3 clusters Score -3469424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -3469436.500000 Penalty: 11812.951172
	Iteration 35Q: 3 clusters Score -3469436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3469445.500000 Penalty: 11812.951172
	Iteration 36Q: 3 clusters Score -3469446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -3469451.000000 Penalty: 11812.951172
	Iteration 37Q: 3 clusters Score -3469451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3469461.500000 Penalty: 11812.951172
	Iteration 38Q: 3 clusters Score -3469462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -3469458.250000 Penalty: 11812.951172
	Iteration 39Q: 3 clusters Score -3469458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -3469465.750000 Penalty: 11812.951172
	Iteration 40F: 3 clusters Score -3469466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -3469469.250000 Penalty: 11812.951172
	Iteration 41Q: 3 clusters Score -3469469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3469467.750000 Penalty: 11812.951172
	Iteration 42Q: 3 clusters Score -3469468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3469468.750000 Penalty: 11812.951172
	Iteration 43Q: 3 clusters Score -3469469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -3469474.000000 Penalty: 11812.951172
	Iteration 44Q: 3 clusters Score -3469474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3469478.000000 Penalty: 11812.951172
	Iteration 45Q: 3 clusters Score -3469478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -3469480.750000 Penalty: 11812.951172
	Iteration 46Q: 3 clusters Score -3469481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -3469480.750000 Penalty: 11812.951172
	Iteration 47F: 3 clusters Score -3469481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -166357.718750 Penalty: 4090.484375
	Iteration 0F: 2 clusters Score -166357.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -162586.734375 Penalty: 8180.968750
	Iteration 0F: 3 clusters Score -162586.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -162995.968750 Penalty: 8180.968750
	Iteration 1F: 3 clusters Score -162996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -163243.281250 Penalty: 8180.968750
	Iteration 2Q: 3 clusters Score -163243.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -163507.968750 Penalty: 8180.968750
	Iteration 3Q: 3 clusters Score -163508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -163661.671875 Penalty: 8180.968750
	Iteration 4Q: 3 clusters Score -163661.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -163757.453125 Penalty: 8180.968750
	Iteration 5Q: 3 clusters Score -163757.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -163846.031250 Penalty: 8180.968750
	Iteration 6Q: 3 clusters Score -163846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -163882.453125 Penalty: 8180.968750
	Iteration 7Q: 3 clusters Score -163882.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -163943.421875 Penalty: 8180.968750
	Iteration 8Q: 3 clusters Score -163943.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -164001.234375 Penalty: 8180.968750
	Iteration 9Q: 3 clusters Score -164001.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -164047.515625 Penalty: 8180.968750
	Iteration 10Q: 3 clusters Score -164047.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -164081.296875 Penalty: 8180.968750
	Iteration 11Q: 3 clusters Score -164081.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -164137.359375 Penalty: 8180.968750
	Iteration 12Q: 3 clusters Score -164137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -164141.312500 Penalty: 8180.968750
	Iteration 13Q: 3 clusters Score -164141.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -164141.312500 Penalty: 8180.968750
	Iteration 14F: 3 clusters Score -164141.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Entering Unmasked Estep 
Score: -334908.656250 Penalty: 4508.453125
	Iteration 0F: 2 clusters Score -334908.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -330286.062500 Penalty: 9016.906250
	Iteration 0F: 3 clusters Score -330286.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -330841.718750 Penalty: 9016.906250
	Iteration 1F: 3 clusters Score -330841.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -330965.875000 Penalty: 9016.906250
	Iteration 2Q: 3 clusters Score -330965.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -331040.031250 Penalty: 9016.906250
	Iteration 3Q: 3 clusters Score -331040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -331081.812500 Penalty: 9016.906250
	Iteration 4Q: 3 clusters Score -331081.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -331101.593750 Penalty: 9016.906250
	Iteration 5Q: 3 clusters Score -331101.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -331151.312500 Penalty: 9016.906250
	Iteration 6Q: 3 clusters Score -331151.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -331180.968750 Penalty: 9016.906250
	Iteration 7Q: 3 clusters Score -331181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -331195.750000 Penalty: 9016.906250
	Iteration 8Q: 3 clusters Score -331195.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -331209.125000 Penalty: 9016.906250
	Iteration 9Q: 3 clusters Score -331209.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -331215.906250 Penalty: 9016.906250
	Iteration 10Q: 3 clusters Score -331215.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -331219.593750 Penalty: 9016.906250
	Iteration 11Q: 3 clusters Score -331219.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -331223.593750 Penalty: 9016.906250
	Iteration 12Q: 3 clusters Score -331223.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -331232.031250 Penalty: 9016.906250
	Iteration 13Q: 3 clusters Score -331232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -331233.593750 Penalty: 9016.906250
	Iteration 14Q: 3 clusters Score -331233.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -331236.531250 Penalty: 9016.906250
	Iteration 15Q: 3 clusters Score -331236.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -331236.531250 Penalty: 9016.906250
	Iteration 16F: 3 clusters Score -331236.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Entering Unmasked Estep 
Score: -8647957.000000 Penalty: 6458.683105
	Iteration 0F: 2 clusters Score -8647957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -8619970.000000 Penalty: 12917.366211
	Iteration 0F: 3 clusters Score -8619970 nChanged 16438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -8628823.000000 Penalty: 12917.366211
	Iteration 1F: 3 clusters Score -8628823 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -8629837.000000 Penalty: 12917.366211
	Iteration 2F: 3 clusters Score -8629837 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -8630796.000000 Penalty: 12917.366211
	Iteration 3F: 3 clusters Score -8630796 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -8632123.000000 Penalty: 12917.366211
	Iteration 4F: 3 clusters Score -8632123 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -8633802.000000 Penalty: 12917.366211
	Iteration 5F: 3 clusters Score -8633802 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -8635840.000000 Penalty: 12917.366211
	Iteration 6F: 3 clusters Score -8635840 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -8637815.000000 Penalty: 12917.366211
	Iteration 7F: 3 clusters Score -8637815 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -8639323.000000 Penalty: 12917.366211
	Iteration 8F: 3 clusters Score -8639323 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -8640360.000000 Penalty: 12917.366211
	Iteration 9Q: 3 clusters Score -8640360 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -8640993.000000 Penalty: 12917.366211
	Iteration 10Q: 3 clusters Score -8640993 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -8641347.000000 Penalty: 12917.366211
	Iteration 11Q: 3 clusters Score -8641347 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -8641616.000000 Penalty: 12917.366211
	Iteration 12Q: 3 clusters Score -8641616 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -8641836.000000 Penalty: 12917.366211
	Iteration 13Q: 3 clusters Score -8641836 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -8641975.000000 Penalty: 12917.366211
	Iteration 14Q: 3 clusters Score -8641975 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -8642083.000000 Penalty: 12917.366211
	Iteration 15Q: 3 clusters Score -8642083 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -8642152.000000 Penalty: 12917.366211
	Iteration 16Q: 3 clusters Score -8642152 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -8642221.000000 Penalty: 12917.366211
	Iteration 17Q: 3 clusters Score -8642221 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8642232.000000 Penalty: 12917.366211
	Iteration 18Q: 3 clusters Score -8642232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8642271.000000 Penalty: 12917.366211
	Iteration 19Q: 3 clusters Score -8642271 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -8642308.000000 Penalty: 12917.366211
	Iteration 20F: 3 clusters Score -8642308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -8642327.000000 Penalty: 12917.366211
	Iteration 21Q: 3 clusters Score -8642327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -8642339.000000 Penalty: 12917.366211
	Iteration 22Q: 3 clusters Score -8642339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8642375.000000 Penalty: 12917.366211
	Iteration 23Q: 3 clusters Score -8642375 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -8642386.000000 Penalty: 12917.366211
	Iteration 24Q: 3 clusters Score -8642386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8642384.000000 Penalty: 12917.366211
	Iteration 25Q: 3 clusters Score -8642384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -8642403.000000 Penalty: 12917.366211
	Iteration 26Q: 3 clusters Score -8642403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -8642428.000000 Penalty: 12917.366211
	Iteration 27Q: 3 clusters Score -8642428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -8642450.000000 Penalty: 12917.366211
	Iteration 28Q: 3 clusters Score -8642450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8642441.000000 Penalty: 12917.366211
	Iteration 29Q: 3 clusters Score -8642441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8642458.000000 Penalty: 12917.366211
	Iteration 30Q: 3 clusters Score -8642458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8642469.000000 Penalty: 12917.366211
	Iteration 31Q: 3 clusters Score -8642469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8642478.000000 Penalty: 12917.366211
	Iteration 32Q: 3 clusters Score -8642478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8642474.000000 Penalty: 12917.366211
	Iteration 33Q: 3 clusters Score -8642474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8642494.000000 Penalty: 12917.366211
	Iteration 34Q: 3 clusters Score -8642494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8642502.000000 Penalty: 12917.366211
	Iteration 35Q: 3 clusters Score -8642502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8642505.000000 Penalty: 12917.366211
	Iteration 36Q: 3 clusters Score -8642505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -8642511.000000 Penalty: 12917.366211
	Iteration 37Q: 3 clusters Score -8642511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -8642517.000000 Penalty: 12917.366211
	Iteration 38Q: 3 clusters Score -8642517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8642515.000000 Penalty: 12917.366211
	Iteration 39Q: 3 clusters Score -8642515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -8642519.000000 Penalty: 12917.366211
	Iteration 40F: 3 clusters Score -8642519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8642519.000000 Penalty: 12917.366211
	Iteration 41Q: 3 clusters Score -8642519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8642526.000000 Penalty: 12917.366211
	Iteration 42Q: 3 clusters Score -8642526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -8642519.000000 Penalty: 12917.366211
	Iteration 43Q: 3 clusters Score -8642519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8642530.000000 Penalty: 12917.366211
	Iteration 44Q: 3 clusters Score -8642530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8642530.000000 Penalty: 12917.366211
	Iteration 45F: 3 clusters Score -8642530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -150378.578125 Penalty: 4039.078125
	Iteration 0F: 2 clusters Score -150378.6 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 364 members 
Entering Unmasked Estep 
Score: -146629.906250 Penalty: 8078.156250
	Iteration 0F: 3 clusters Score -146629.9 nChanged 84
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: -146939.015625 Penalty: 8078.156250
	Iteration 1F: 3 clusters Score -146939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -147064.656250 Penalty: 8078.156250
	Iteration 2Q: 3 clusters Score -147064.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -147150.109375 Penalty: 8078.156250
	Iteration 3Q: 3 clusters Score -147150.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -147194.359375 Penalty: 8078.156250
	Iteration 4Q: 3 clusters Score -147194.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -147214.812500 Penalty: 8078.156250
	Iteration 5Q: 3 clusters Score -147214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -147226.078125 Penalty: 8078.156250
	Iteration 6Q: 3 clusters Score -147226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -147229.468750 Penalty: 8078.156250
	Iteration 7Q: 3 clusters Score -147229.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -147229.468750 Penalty: 8078.156250
	Iteration 8F: 3 clusters Score -147229.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -227456.281250 Penalty: 4298.770996
	Iteration 0F: 2 clusters Score -227456.3 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 566 members 
Entering Unmasked Estep 
Score: -223260.125000 Penalty: 8597.541992
	Iteration 0F: 3 clusters Score -223260.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -223921.906250 Penalty: 8597.541992
	Iteration 1F: 3 clusters Score -223921.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -224548.390625 Penalty: 8597.541992
	Iteration 2F: 3 clusters Score -224548.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -225051.250000 Penalty: 8597.541992
	Iteration 3F: 3 clusters Score -225051.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -225220.218750 Penalty: 8597.541992
	Iteration 4Q: 3 clusters Score -225220.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -225308.687500 Penalty: 8597.541992
	Iteration 5Q: 3 clusters Score -225308.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -225417.703125 Penalty: 8597.541992
	Iteration 6Q: 3 clusters Score -225417.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -225513.218750 Penalty: 8597.541992
	Iteration 7Q: 3 clusters Score -225513.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -225578.812500 Penalty: 8597.541992
	Iteration 8Q: 3 clusters Score -225578.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -225645.828125 Penalty: 8597.541992
	Iteration 9Q: 3 clusters Score -225645.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -225704.015625 Penalty: 8597.541992
	Iteration 10Q: 3 clusters Score -225704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -225734.687500 Penalty: 8597.541992
	Iteration 11Q: 3 clusters Score -225734.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -225773.000000 Penalty: 8597.541992
	Iteration 12Q: 3 clusters Score -225773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -225810.968750 Penalty: 8597.541992
	Iteration 13Q: 3 clusters Score -225811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -225843.750000 Penalty: 8597.541992
	Iteration 14Q: 3 clusters Score -225843.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -225867.359375 Penalty: 8597.541992
	Iteration 15Q: 3 clusters Score -225867.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -225905.015625 Penalty: 8597.541992
	Iteration 16Q: 3 clusters Score -225905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -225918.125000 Penalty: 8597.541992
	Iteration 17Q: 3 clusters Score -225918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -225920.234375 Penalty: 8597.541992
	Iteration 18Q: 3 clusters Score -225920.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -225920.234375 Penalty: 8597.541992
	Iteration 19F: 3 clusters Score -225920.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Entering Unmasked Estep 
Score: -1593198.125000 Penalty: 5450.081543
	Iteration 0F: 2 clusters Score -1593198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1584635.000000 Penalty: 10900.163086
	Iteration 0F: 3 clusters Score -1584635 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1586336.750000 Penalty: 10900.163086
	Iteration 1F: 3 clusters Score -1586337 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1586851.625000 Penalty: 10900.163086
	Iteration 2F: 3 clusters Score -1586852 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1587205.250000 Penalty: 10900.163086
	Iteration 3F: 3 clusters Score -1587205 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1587464.375000 Penalty: 10900.163086
	Iteration 4Q: 3 clusters Score -1587464 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1587650.125000 Penalty: 10900.163086
	Iteration 5Q: 3 clusters Score -1587650 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1587836.000000 Penalty: 10900.163086
	Iteration 6Q: 3 clusters Score -1587836 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1588021.375000 Penalty: 10900.163086
	Iteration 7Q: 3 clusters Score -1588021 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1588210.000000 Penalty: 10900.163086
	Iteration 8Q: 3 clusters Score -1588210 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1588388.875000 Penalty: 10900.163086
	Iteration 9Q: 3 clusters Score -1588389 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1588603.375000 Penalty: 10900.163086
	Iteration 10Q: 3 clusters Score -1588603 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1588831.000000 Penalty: 10900.163086
	Iteration 11Q: 3 clusters Score -1588831 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1589046.750000 Penalty: 10900.163086
	Iteration 12Q: 3 clusters Score -1589047 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1589240.875000 Penalty: 10900.163086
	Iteration 13Q: 3 clusters Score -1589241 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1589408.875000 Penalty: 10900.163086
	Iteration 14Q: 3 clusters Score -1589409 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1589584.375000 Penalty: 10900.163086
	Iteration 15Q: 3 clusters Score -1589584 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1589715.375000 Penalty: 10900.163086
	Iteration 16Q: 3 clusters Score -1589715 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1589806.250000 Penalty: 10900.163086
	Iteration 17Q: 3 clusters Score -1589806 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1589863.625000 Penalty: 10900.163086
	Iteration 18Q: 3 clusters Score -1589864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1589897.250000 Penalty: 10900.163086
	Iteration 19Q: 3 clusters Score -1589897 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1589926.000000 Penalty: 10900.163086
	Iteration 20F: 3 clusters Score -1589926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1589949.000000 Penalty: 10900.163086
	Iteration 21Q: 3 clusters Score -1589949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1589964.750000 Penalty: 10900.163086
	Iteration 22Q: 3 clusters Score -1589965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1589974.000000 Penalty: 10900.163086
	Iteration 23Q: 3 clusters Score -1589974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1589985.750000 Penalty: 10900.163086
	Iteration 24Q: 3 clusters Score -1589986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1589987.375000 Penalty: 10900.163086
	Iteration 25Q: 3 clusters Score -1589987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1589993.375000 Penalty: 10900.163086
	Iteration 26Q: 3 clusters Score -1589993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1590003.625000 Penalty: 10900.163086
	Iteration 27Q: 3 clusters Score -1590004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1590005.375000 Penalty: 10900.163086
	Iteration 28Q: 3 clusters Score -1590005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1590010.750000 Penalty: 10900.163086
	Iteration 29Q: 3 clusters Score -1590011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1590012.625000 Penalty: 10900.163086
	Iteration 30Q: 3 clusters Score -1590013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1590011.875000 Penalty: 10900.163086
	Iteration 31Q: 3 clusters Score -1590012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1590011.125000 Penalty: 10900.163086
	Iteration 32Q: 3 clusters Score -1590011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1590013.750000 Penalty: 10900.163086
	Iteration 33Q: 3 clusters Score -1590014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1590013.750000 Penalty: 10900.163086
	Iteration 34F: 3 clusters Score -1590014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -269508.750000 Penalty: 4416.625977
	Iteration 0F: 2 clusters Score -269508.8 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 700 members 
Entering Unmasked Estep 
Score: -265252.812500 Penalty: 8833.251953
	Iteration 0F: 3 clusters Score -265252.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -266301.468750 Penalty: 8833.251953
	Iteration 1F: 3 clusters Score -266301.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -266857.312500 Penalty: 8833.251953
	Iteration 2F: 3 clusters Score -266857.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -267229.750000 Penalty: 8833.251953
	Iteration 3F: 3 clusters Score -267229.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -267703.968750 Penalty: 8833.251953
	Iteration 4F: 3 clusters Score -267704 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -268137.062500 Penalty: 8833.251953
	Iteration 5F: 3 clusters Score -268137.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -268490.812500 Penalty: 8833.251953
	Iteration 6F: 3 clusters Score -268490.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -268905.968750 Penalty: 8833.251953
	Iteration 7Q: 3 clusters Score -268906 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -269552.750000 Penalty: 8833.251953
	Iteration 8Q: 3 clusters Score -269552.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -270316.281250 Penalty: 8833.251953
	Iteration 9Q: 3 clusters Score -270316.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -270519.656250 Penalty: 8833.251953
	Iteration 10Q: 3 clusters Score -270519.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -270618.093750 Penalty: 8833.251953
	Iteration 11Q: 3 clusters Score -270618.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -270666.875000 Penalty: 8833.251953
	Iteration 12Q: 3 clusters Score -270666.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -270722.593750 Penalty: 8833.251953
	Iteration 13Q: 3 clusters Score -270722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -270739.375000 Penalty: 8833.251953
	Iteration 14Q: 3 clusters Score -270739.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -270739.375000 Penalty: 8833.251953
	Iteration 15F: 3 clusters Score -270739.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34991 members 
Mstep: Class 3 contains 15417 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37979 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7318 members 
Mstep: Class 10 contains 416 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38212 members 
Mstep: Class 13 contains 167868 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12788 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 27590 members 
Mstep: Class 18 contains 32568 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12210 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 119485 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 938 members 
Entering Unmasked Estep 
Score: -138284544.000000 Penalty: 220472.718750
Splitting cluster 10 changes total score from -138286800.000000 to -138284544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -479764.468750 Penalty: 4712.815430
	Iteration 0F: 2 clusters Score -479764.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -474636.218750 Penalty: 9425.630859
	Iteration 0F: 3 clusters Score -474636.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -475260.718750 Penalty: 9425.630859
	Iteration 1F: 3 clusters Score -475260.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -475490.187500 Penalty: 9425.630859
	Iteration 2F: 3 clusters Score -475490.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -475617.843750 Penalty: 9425.630859
	Iteration 3Q: 3 clusters Score -475617.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -475743.281250 Penalty: 9425.630859
	Iteration 4Q: 3 clusters Score -475743.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -475957.468750 Penalty: 9425.630859
	Iteration 5Q: 3 clusters Score -475957.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -476302.812500 Penalty: 9425.630859
	Iteration 6Q: 3 clusters Score -476302.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -476821.656250 Penalty: 9425.630859
	Iteration 7F: 3 clusters Score -476821.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -477297.906250 Penalty: 9425.630859
	Iteration 8F: 3 clusters Score -477297.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -477603.343750 Penalty: 9425.630859
	Iteration 9Q: 3 clusters Score -477603.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -477869.406250 Penalty: 9425.630859
	Iteration 10Q: 3 clusters Score -477869.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -478053.843750 Penalty: 9425.630859
	Iteration 11Q: 3 clusters Score -478053.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -478227.156250 Penalty: 9425.630859
	Iteration 12Q: 3 clusters Score -478227.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -478369.062500 Penalty: 9425.630859
	Iteration 13Q: 3 clusters Score -478369.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -478491.000000 Penalty: 9425.630859
	Iteration 14Q: 3 clusters Score -478491 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -478621.781250 Penalty: 9425.630859
	Iteration 15Q: 3 clusters Score -478621.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -478740.781250 Penalty: 9425.630859
	Iteration 16Q: 3 clusters Score -478740.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -478847.406250 Penalty: 9425.630859
	Iteration 17Q: 3 clusters Score -478847.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -478939.656250 Penalty: 9425.630859
	Iteration 18Q: 3 clusters Score -478939.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -479046.406250 Penalty: 9425.630859
	Iteration 19Q: 3 clusters Score -479046.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -479114.031250 Penalty: 9425.630859
	Iteration 20F: 3 clusters Score -479114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -479173.593750 Penalty: 9425.630859
	Iteration 21Q: 3 clusters Score -479173.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -479233.343750 Penalty: 9425.630859
	Iteration 22Q: 3 clusters Score -479233.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -479267.093750 Penalty: 9425.630859
	Iteration 23Q: 3 clusters Score -479267.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -479290.531250 Penalty: 9425.630859
	Iteration 24Q: 3 clusters Score -479290.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -479298.437500 Penalty: 9425.630859
	Iteration 25Q: 3 clusters Score -479298.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -479305.218750 Penalty: 9425.630859
	Iteration 26Q: 3 clusters Score -479305.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -479305.218750 Penalty: 9425.630859
	Iteration 27F: 3 clusters Score -479305.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Entering Unmasked Estep 
Score: -8662707.000000 Penalty: 6462.429688
	Iteration 0F: 2 clusters Score -8662707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -8634495.000000 Penalty: 12924.859375
	Iteration 0F: 3 clusters Score -8634495 nChanged 16514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -8643311.000000 Penalty: 12924.859375
	Iteration 1F: 3 clusters Score -8643311 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -8644109.000000 Penalty: 12924.859375
	Iteration 2F: 3 clusters Score -8644109 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -8644747.000000 Penalty: 12924.859375
	Iteration 3Q: 3 clusters Score -8644747 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -8645291.000000 Penalty: 12924.859375
	Iteration 4Q: 3 clusters Score -8645291 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -8645761.000000 Penalty: 12924.859375
	Iteration 5Q: 3 clusters Score -8645761 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -8646291.000000 Penalty: 12924.859375
	Iteration 6Q: 3 clusters Score -8646291 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -8646847.000000 Penalty: 12924.859375
	Iteration 7Q: 3 clusters Score -8646847 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -8647459.000000 Penalty: 12924.859375
	Iteration 8Q: 3 clusters Score -8647459 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -8648231.000000 Penalty: 12924.859375
	Iteration 9Q: 3 clusters Score -8648231 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -8649119.000000 Penalty: 12924.859375
	Iteration 10Q: 3 clusters Score -8649119 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -8650020.000000 Penalty: 12924.859375
	Iteration 11Q: 3 clusters Score -8650020 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -8651032.000000 Penalty: 12924.859375
	Iteration 12Q: 3 clusters Score -8651032 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -8652093.000000 Penalty: 12924.859375
	Iteration 13Q: 3 clusters Score -8652093 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -8653051.000000 Penalty: 12924.859375
	Iteration 14Q: 3 clusters Score -8653051 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -8653990.000000 Penalty: 12924.859375
	Iteration 15Q: 3 clusters Score -8653990 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -8654873.000000 Penalty: 12924.859375
	Iteration 16Q: 3 clusters Score -8654873 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -8655617.000000 Penalty: 12924.859375
	Iteration 17Q: 3 clusters Score -8655617 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -8656174.000000 Penalty: 12924.859375
	Iteration 18Q: 3 clusters Score -8656174 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -8656546.000000 Penalty: 12924.859375
	Iteration 19Q: 3 clusters Score -8656546 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -8656777.000000 Penalty: 12924.859375
	Iteration 20F: 3 clusters Score -8656777 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -8656965.000000 Penalty: 12924.859375
	Iteration 21Q: 3 clusters Score -8656965 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -8657141.000000 Penalty: 12924.859375
	Iteration 22Q: 3 clusters Score -8657141 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -8657231.000000 Penalty: 12924.859375
	Iteration 23Q: 3 clusters Score -8657231 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -8657371.000000 Penalty: 12924.859375
	Iteration 24Q: 3 clusters Score -8657371 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -8657541.000000 Penalty: 12924.859375
	Iteration 25Q: 3 clusters Score -8657541 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -8657687.000000 Penalty: 12924.859375
	Iteration 26Q: 3 clusters Score -8657687 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -8657882.000000 Penalty: 12924.859375
	Iteration 27Q: 3 clusters Score -8657882 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -8658149.000000 Penalty: 12924.859375
	Iteration 28Q: 3 clusters Score -8658149 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -8658420.000000 Penalty: 12924.859375
	Iteration 29Q: 3 clusters Score -8658420 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -8658741.000000 Penalty: 12924.859375
	Iteration 30Q: 3 clusters Score -8658741 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -8659212.000000 Penalty: 12924.859375
	Iteration 31Q: 3 clusters Score -8659212 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -8659756.000000 Penalty: 12924.859375
	Iteration 32Q: 3 clusters Score -8659756 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -8660286.000000 Penalty: 12924.859375
	Iteration 33Q: 3 clusters Score -8660286 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -8660796.000000 Penalty: 12924.859375
	Iteration 34Q: 3 clusters Score -8660796 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -8661128.000000 Penalty: 12924.859375
	Iteration 35Q: 3 clusters Score -8661128 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -8661351.000000 Penalty: 12924.859375
	Iteration 36Q: 3 clusters Score -8661351 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -8661502.000000 Penalty: 12924.859375
	Iteration 37Q: 3 clusters Score -8661502 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -8661599.000000 Penalty: 12924.859375
	Iteration 38Q: 3 clusters Score -8661599 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -8661638.000000 Penalty: 12924.859375
	Iteration 39Q: 3 clusters Score -8661638 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -8661743.000000 Penalty: 12924.859375
	Iteration 40F: 3 clusters Score -8661743 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -8661755.000000 Penalty: 12924.859375
	Iteration 41Q: 3 clusters Score -8661755 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -8661765.000000 Penalty: 12924.859375
	Iteration 42Q: 3 clusters Score -8661765 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -8661763.000000 Penalty: 12924.859375
	Iteration 43Q: 3 clusters Score -8661763 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -8661796.000000 Penalty: 12924.859375
	Iteration 44Q: 3 clusters Score -8661796 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -8661818.000000 Penalty: 12924.859375
	Iteration 45Q: 3 clusters Score -8661818 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -8661829.000000 Penalty: 12924.859375
	Iteration 46Q: 3 clusters Score -8661829 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -8661849.000000 Penalty: 12924.859375
	Iteration 47Q: 3 clusters Score -8661849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -8661847.000000 Penalty: 12924.859375
	Iteration 48Q: 3 clusters Score -8661847 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -8661840.000000 Penalty: 12924.859375
	Iteration 49Q: 3 clusters Score -8661840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -8661845.000000 Penalty: 12924.859375
	Iteration 50Q: 3 clusters Score -8661845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -8661834.000000 Penalty: 12924.859375
	Iteration 51Q: 3 clusters Score -8661834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -8661840.000000 Penalty: 12924.859375
	Iteration 52Q: 3 clusters Score -8661840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -8661840.000000 Penalty: 12924.859375
	Iteration 53Q: 3 clusters Score -8661840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -8661847.000000 Penalty: 12924.859375
	Iteration 54Q: 3 clusters Score -8661847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -8661850.000000 Penalty: 12924.859375
	Iteration 55Q: 3 clusters Score -8661850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -8661850.000000 Penalty: 12924.859375
	Iteration 56Q: 3 clusters Score -8661850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -8661851.000000 Penalty: 12924.859375
	Iteration 57Q: 3 clusters Score -8661851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -8661855.000000 Penalty: 12924.859375
	Iteration 58Q: 3 clusters Score -8661855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -8661869.000000 Penalty: 12924.859375
	Iteration 59Q: 3 clusters Score -8661869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -8661859.000000 Penalty: 12924.859375
	Iteration 60F: 3 clusters Score -8661859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -8661871.000000 Penalty: 12924.859375
	Iteration 61Q: 3 clusters Score -8661871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -8661866.000000 Penalty: 12924.859375
	Iteration 62Q: 3 clusters Score -8661866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -8661872.000000 Penalty: 12924.859375
	Iteration 63Q: 3 clusters Score -8661872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -8661872.000000 Penalty: 12924.859375
	Iteration 64F: 3 clusters Score -8661872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167868 members 
Entering Unmasked Estep 
Score: -37992688.000000 Penalty: 7368.946777
	Iteration 0F: 2 clusters Score -3.799269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84274 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -37879976.000000 Penalty: 14737.893555
	Iteration 0F: 3 clusters Score -3.787998e+07 nChanged 78382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87460 members 
Mstep: Class 2 contains 80408 members 
Entering Unmasked Estep 
Score: -37923700.000000 Penalty: 14737.893555
	Iteration 1F: 3 clusters Score -3.79237e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89445 members 
Mstep: Class 2 contains 78423 members 
Entering Unmasked Estep 
Score: -37925208.000000 Penalty: 14737.893555
	Iteration 2Q: 3 clusters Score -3.792521e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92410 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -37927004.000000 Penalty: 14737.893555
	Iteration 3Q: 3 clusters Score -3.7927e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 70965 members 
Entering Unmasked Estep 
Score: -37929492.000000 Penalty: 14737.893555
	Iteration 4Q: 3 clusters Score -3.792949e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103282 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -37932352.000000 Penalty: 14737.893555
	Iteration 5Q: 3 clusters Score -3.793235e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112140 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -37938076.000000 Penalty: 14737.893555
	Iteration 6F: 3 clusters Score -3.793808e+07 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123713 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -37946300.000000 Penalty: 14737.893555
	Iteration 7F: 3 clusters Score -3.79463e+07 nChanged 13526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137143 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -37957772.000000 Penalty: 14737.893555
	Iteration 8F: 3 clusters Score -3.795777e+07 nChanged 12791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149900 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -37970112.000000 Penalty: 14737.893555
	Iteration 9F: 3 clusters Score -3.797011e+07 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159192 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -37978620.000000 Penalty: 14737.893555
	Iteration 10F: 3 clusters Score -3.797862e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164036 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -37983068.000000 Penalty: 14737.893555
	Iteration 11Q: 3 clusters Score -3.798307e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166004 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -37984788.000000 Penalty: 14737.893555
	Iteration 12Q: 3 clusters Score -3.798479e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166708 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -37985400.000000 Penalty: 14737.893555
	Iteration 13Q: 3 clusters Score -3.79854e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166975 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -37985780.000000 Penalty: 14737.893555
	Iteration 14Q: 3 clusters Score -3.798578e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167101 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -37985976.000000 Penalty: 14737.893555
	Iteration 15Q: 3 clusters Score -3.798598e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167167 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -37986092.000000 Penalty: 14737.893555
	Iteration 16Q: 3 clusters Score -3.798609e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167208 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -37986204.000000 Penalty: 14737.893555
	Iteration 17Q: 3 clusters Score -3.79862e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167228 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -37986244.000000 Penalty: 14737.893555
	Iteration 18Q: 3 clusters Score -3.798624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167231 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -37986204.000000 Penalty: 14737.893555
	Iteration 19Q: 3 clusters Score -3.79862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167237 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -37986236.000000 Penalty: 14737.893555
	Iteration 20F: 3 clusters Score -3.798624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167243 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -37986240.000000 Penalty: 14737.893555
	Iteration 21Q: 3 clusters Score -3.798624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167248 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -37986256.000000 Penalty: 14737.893555
	Iteration 22Q: 3 clusters Score -3.798626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167249 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -37986240.000000 Penalty: 14737.893555
	Iteration 23Q: 3 clusters Score -3.798624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167249 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -37986244.000000 Penalty: 14737.893555
	Iteration 24Q: 3 clusters Score -3.798624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167249 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -37986244.000000 Penalty: 14737.893555
	Iteration 25F: 3 clusters Score -3.798624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Entering Unmasked Estep 
Score: -2379253.250000 Penalty: 5666.121582
	Iteration 0F: 2 clusters Score -2379253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2368775.000000 Penalty: 11332.243164
	Iteration 0F: 3 clusters Score -2368775 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2370933.500000 Penalty: 11332.243164
	Iteration 1F: 3 clusters Score -2370934 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2371373.000000 Penalty: 11332.243164
	Iteration 2F: 3 clusters Score -2371373 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2371644.000000 Penalty: 11332.243164
	Iteration 3Q: 3 clusters Score -2371644 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2371817.500000 Penalty: 11332.243164
	Iteration 4Q: 3 clusters Score -2371818 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2371925.250000 Penalty: 11332.243164
	Iteration 5Q: 3 clusters Score -2371925 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2372022.250000 Penalty: 11332.243164
	Iteration 6Q: 3 clusters Score -2372022 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2372094.500000 Penalty: 11332.243164
	Iteration 7Q: 3 clusters Score -2372094 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2372167.000000 Penalty: 11332.243164
	Iteration 8Q: 3 clusters Score -2372167 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2372233.500000 Penalty: 11332.243164
	Iteration 9Q: 3 clusters Score -2372234 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2372300.250000 Penalty: 11332.243164
	Iteration 10Q: 3 clusters Score -2372300 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2372356.500000 Penalty: 11332.243164
	Iteration 11Q: 3 clusters Score -2372356 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2372413.750000 Penalty: 11332.243164
	Iteration 12Q: 3 clusters Score -2372414 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2372467.500000 Penalty: 11332.243164
	Iteration 13Q: 3 clusters Score -2372468 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2372531.500000 Penalty: 11332.243164
	Iteration 14Q: 3 clusters Score -2372532 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2372601.250000 Penalty: 11332.243164
	Iteration 15Q: 3 clusters Score -2372601 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2372698.500000 Penalty: 11332.243164
	Iteration 16Q: 3 clusters Score -2372698 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2372799.500000 Penalty: 11332.243164
	Iteration 17Q: 3 clusters Score -2372800 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2372908.000000 Penalty: 11332.243164
	Iteration 18Q: 3 clusters Score -2372908 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2373027.750000 Penalty: 11332.243164
	Iteration 19Q: 3 clusters Score -2373028 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2373204.000000 Penalty: 11332.243164
	Iteration 20F: 3 clusters Score -2373204 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2373417.750000 Penalty: 11332.243164
	Iteration 21Q: 3 clusters Score -2373418 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2373619.500000 Penalty: 11332.243164
	Iteration 22Q: 3 clusters Score -2373620 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2373781.250000 Penalty: 11332.243164
	Iteration 23Q: 3 clusters Score -2373781 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2373942.000000 Penalty: 11332.243164
	Iteration 24Q: 3 clusters Score -2373942 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2374106.500000 Penalty: 11332.243164
	Iteration 25Q: 3 clusters Score -2374106 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2374293.000000 Penalty: 11332.243164
	Iteration 26Q: 3 clusters Score -2374293 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2374467.000000 Penalty: 11332.243164
	Iteration 27Q: 3 clusters Score -2374467 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2374654.500000 Penalty: 11332.243164
	Iteration 28Q: 3 clusters Score -2374654 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2374828.250000 Penalty: 11332.243164
	Iteration 29Q: 3 clusters Score -2374828 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2375022.000000 Penalty: 11332.243164
	Iteration 30Q: 3 clusters Score -2375022 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2375195.500000 Penalty: 11332.243164
	Iteration 31Q: 3 clusters Score -2375196 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2375360.500000 Penalty: 11332.243164
	Iteration 32Q: 3 clusters Score -2375360 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2375479.250000 Penalty: 11332.243164
	Iteration 33Q: 3 clusters Score -2375479 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2375560.000000 Penalty: 11332.243164
	Iteration 34Q: 3 clusters Score -2375560 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2375606.500000 Penalty: 11332.243164
	Iteration 35Q: 3 clusters Score -2375606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2375637.750000 Penalty: 11332.243164
	Iteration 36Q: 3 clusters Score -2375638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2375652.000000 Penalty: 11332.243164
	Iteration 37Q: 3 clusters Score -2375652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2375657.750000 Penalty: 11332.243164
	Iteration 38Q: 3 clusters Score -2375658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2375663.500000 Penalty: 11332.243164
	Iteration 39Q: 3 clusters Score -2375664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2375668.000000 Penalty: 11332.243164
	Iteration 40F: 3 clusters Score -2375668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2375667.000000 Penalty: 11332.243164
	Iteration 41Q: 3 clusters Score -2375667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2375663.000000 Penalty: 11332.243164
	Iteration 42Q: 3 clusters Score -2375663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2375663.000000 Penalty: 11332.243164
	Iteration 43F: 3 clusters Score -2375663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Entering Unmasked Estep 
Score: -2761915.750000 Penalty: 5791.960938
	Iteration 0F: 2 clusters Score -2761916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2749927.500000 Penalty: 11583.921875
	Iteration 0F: 3 clusters Score -2749928 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2752895.250000 Penalty: 11583.921875
	Iteration 1F: 3 clusters Score -2752895 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2753755.000000 Penalty: 11583.921875
	Iteration 2F: 3 clusters Score -2753755 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2754453.750000 Penalty: 11583.921875
	Iteration 3F: 3 clusters Score -2754454 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2755022.500000 Penalty: 11583.921875
	Iteration 4F: 3 clusters Score -2755022 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2755512.500000 Penalty: 11583.921875
	Iteration 5F: 3 clusters Score -2755512 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2755964.500000 Penalty: 11583.921875
	Iteration 6Q: 3 clusters Score -2755964 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2756345.750000 Penalty: 11583.921875
	Iteration 7Q: 3 clusters Score -2756346 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2756729.500000 Penalty: 11583.921875
	Iteration 8Q: 3 clusters Score -2756730 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2757086.500000 Penalty: 11583.921875
	Iteration 9Q: 3 clusters Score -2757086 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2757388.250000 Penalty: 11583.921875
	Iteration 10Q: 3 clusters Score -2757388 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2757677.250000 Penalty: 11583.921875
	Iteration 11Q: 3 clusters Score -2757677 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2757919.000000 Penalty: 11583.921875
	Iteration 12Q: 3 clusters Score -2757919 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2758109.500000 Penalty: 11583.921875
	Iteration 13Q: 3 clusters Score -2758110 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2758216.750000 Penalty: 11583.921875
	Iteration 14Q: 3 clusters Score -2758217 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2758271.250000 Penalty: 11583.921875
	Iteration 15Q: 3 clusters Score -2758271 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2758313.750000 Penalty: 11583.921875
	Iteration 16Q: 3 clusters Score -2758314 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2758347.000000 Penalty: 11583.921875
	Iteration 17Q: 3 clusters Score -2758347 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2758380.750000 Penalty: 11583.921875
	Iteration 18Q: 3 clusters Score -2758381 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2758391.750000 Penalty: 11583.921875
	Iteration 19Q: 3 clusters Score -2758392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2758407.000000 Penalty: 11583.921875
	Iteration 20F: 3 clusters Score -2758407 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2758423.250000 Penalty: 11583.921875
	Iteration 21Q: 3 clusters Score -2758423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2758436.500000 Penalty: 11583.921875
	Iteration 22Q: 3 clusters Score -2758436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2758446.250000 Penalty: 11583.921875
	Iteration 23Q: 3 clusters Score -2758446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2758460.000000 Penalty: 11583.921875
	Iteration 24Q: 3 clusters Score -2758460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2758467.500000 Penalty: 11583.921875
	Iteration 25Q: 3 clusters Score -2758468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2758478.250000 Penalty: 11583.921875
	Iteration 26Q: 3 clusters Score -2758478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2758497.250000 Penalty: 11583.921875
	Iteration 27Q: 3 clusters Score -2758497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2758510.250000 Penalty: 11583.921875
	Iteration 28Q: 3 clusters Score -2758510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2758507.750000 Penalty: 11583.921875
	Iteration 29Q: 3 clusters Score -2758508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2758518.500000 Penalty: 11583.921875
	Iteration 30Q: 3 clusters Score -2758518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2758528.250000 Penalty: 11583.921875
	Iteration 31Q: 3 clusters Score -2758528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2758530.750000 Penalty: 11583.921875
	Iteration 32Q: 3 clusters Score -2758531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2758528.000000 Penalty: 11583.921875
	Iteration 33Q: 3 clusters Score -2758528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2758535.500000 Penalty: 11583.921875
	Iteration 34Q: 3 clusters Score -2758536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2758538.000000 Penalty: 11583.921875
	Iteration 35Q: 3 clusters Score -2758538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2758533.000000 Penalty: 11583.921875
	Iteration 36Q: 3 clusters Score -2758533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2758535.500000 Penalty: 11583.921875
	Iteration 37Q: 3 clusters Score -2758536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2758535.500000 Penalty: 11583.921875
	Iteration 38F: 3 clusters Score -2758536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Entering Unmasked Estep 
Score: -3862080.000000 Penalty: 5966.019043
	Iteration 0F: 2 clusters Score -3862080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3847474.000000 Penalty: 11932.038086
	Iteration 0F: 3 clusters Score -3847474 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3851153.000000 Penalty: 11932.038086
	Iteration 1F: 3 clusters Score -3851153 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3851861.500000 Penalty: 11932.038086
	Iteration 2F: 3 clusters Score -3851862 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -3852691.000000 Penalty: 11932.038086
	Iteration 3F: 3 clusters Score -3852691 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -3854070.500000 Penalty: 11932.038086
	Iteration 4F: 3 clusters Score -3854070 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3855962.500000 Penalty: 11932.038086
	Iteration 5F: 3 clusters Score -3855962 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3857699.250000 Penalty: 11932.038086
	Iteration 6F: 3 clusters Score -3857699 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -3859208.250000 Penalty: 11932.038086
	Iteration 7F: 3 clusters Score -3859208 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3860477.500000 Penalty: 11932.038086
	Iteration 8F: 3 clusters Score -3860478 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3861360.000000 Penalty: 11932.038086
	Iteration 9F: 3 clusters Score -3861360 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -3861896.750000 Penalty: 11932.038086
	Iteration 10Q: 3 clusters Score -3861897 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3862260.750000 Penalty: 11932.038086
	Iteration 11Q: 3 clusters Score -3862261 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -3862522.750000 Penalty: 11932.038086
	Iteration 12Q: 3 clusters Score -3862523 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3862738.750000 Penalty: 11932.038086
	Iteration 13Q: 3 clusters Score -3862739 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3862894.250000 Penalty: 11932.038086
	Iteration 14Q: 3 clusters Score -3862894 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -3862989.000000 Penalty: 11932.038086
	Iteration 15Q: 3 clusters Score -3862989 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3863064.750000 Penalty: 11932.038086
	Iteration 16Q: 3 clusters Score -3863065 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3863098.750000 Penalty: 11932.038086
	Iteration 17Q: 3 clusters Score -3863099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -3863112.250000 Penalty: 11932.038086
	Iteration 18Q: 3 clusters Score -3863112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3863118.750000 Penalty: 11932.038086
	Iteration 19Q: 3 clusters Score -3863119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3863121.500000 Penalty: 11932.038086
	Iteration 20F: 3 clusters Score -3863122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3863132.000000 Penalty: 11932.038086
	Iteration 21Q: 3 clusters Score -3863132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3863143.500000 Penalty: 11932.038086
	Iteration 22Q: 3 clusters Score -3863144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3863142.000000 Penalty: 11932.038086
	Iteration 23Q: 3 clusters Score -3863142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3863145.250000 Penalty: 11932.038086
	Iteration 24Q: 3 clusters Score -3863145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3863148.000000 Penalty: 11932.038086
	Iteration 25Q: 3 clusters Score -3863148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3863151.500000 Penalty: 11932.038086
	Iteration 26Q: 3 clusters Score -3863152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3863150.750000 Penalty: 11932.038086
	Iteration 27Q: 3 clusters Score -3863151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3863150.750000 Penalty: 11932.038086
	Iteration 28F: 3 clusters Score -3863151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34991 members 
Mstep: Class 3 contains 15417 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37979 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7318 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38212 members 
Mstep: Class 13 contains 167868 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12788 members 
Mstep: Class 16 contains 3339 members 
Mstep: Class 17 contains 27590 members 
Mstep: Class 18 contains 32568 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12210 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 119485 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 13652 members 
Entering Unmasked Estep 
Score: -138285968.000000 Penalty: 220472.718750
Splitting cluster 16 changes total score from -138286800.000000 to -138285968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (27590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Entering Unmasked Estep 
Score: -6377025.500000 Penalty: 6262.939941
	Iteration 0F: 2 clusters Score -6377026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -6355640.500000 Penalty: 12525.879883
	Iteration 0F: 3 clusters Score -6355640 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -6361880.000000 Penalty: 12525.879883
	Iteration 1F: 3 clusters Score -6361880 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -6362547.500000 Penalty: 12525.879883
	Iteration 2F: 3 clusters Score -6362548 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -6363058.000000 Penalty: 12525.879883
	Iteration 3Q: 3 clusters Score -6363058 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -6363428.500000 Penalty: 12525.879883
	Iteration 4Q: 3 clusters Score -6363428 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -6363752.000000 Penalty: 12525.879883
	Iteration 5Q: 3 clusters Score -6363752 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -6364041.500000 Penalty: 12525.879883
	Iteration 6Q: 3 clusters Score -6364042 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -6364343.500000 Penalty: 12525.879883
	Iteration 7Q: 3 clusters Score -6364344 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -6364639.500000 Penalty: 12525.879883
	Iteration 8Q: 3 clusters Score -6364640 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -6365001.000000 Penalty: 12525.879883
	Iteration 9Q: 3 clusters Score -6365001 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -6365508.500000 Penalty: 12525.879883
	Iteration 10Q: 3 clusters Score -6365508 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -6366112.500000 Penalty: 12525.879883
	Iteration 11Q: 3 clusters Score -6366112 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -6366897.000000 Penalty: 12525.879883
	Iteration 12Q: 3 clusters Score -6366897 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -6367842.500000 Penalty: 12525.879883
	Iteration 13Q: 3 clusters Score -6367842 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -6368747.500000 Penalty: 12525.879883
	Iteration 14Q: 3 clusters Score -6368748 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -6369576.500000 Penalty: 12525.879883
	Iteration 15Q: 3 clusters Score -6369576 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -6370226.000000 Penalty: 12525.879883
	Iteration 16Q: 3 clusters Score -6370226 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -6370669.500000 Penalty: 12525.879883
	Iteration 17Q: 3 clusters Score -6370670 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -6370995.000000 Penalty: 12525.879883
	Iteration 18Q: 3 clusters Score -6370995 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -6371193.500000 Penalty: 12525.879883
	Iteration 19Q: 3 clusters Score -6371194 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -6371340.500000 Penalty: 12525.879883
	Iteration 20F: 3 clusters Score -6371340 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -6371444.000000 Penalty: 12525.879883
	Iteration 21Q: 3 clusters Score -6371444 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -6371540.000000 Penalty: 12525.879883
	Iteration 22Q: 3 clusters Score -6371540 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -6371612.500000 Penalty: 12525.879883
	Iteration 23Q: 3 clusters Score -6371612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -6371640.000000 Penalty: 12525.879883
	Iteration 24Q: 3 clusters Score -6371640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -6371672.500000 Penalty: 12525.879883
	Iteration 25Q: 3 clusters Score -6371672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -6371699.500000 Penalty: 12525.879883
	Iteration 26Q: 3 clusters Score -6371700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -6371721.000000 Penalty: 12525.879883
	Iteration 27Q: 3 clusters Score -6371721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -6371735.000000 Penalty: 12525.879883
	Iteration 28Q: 3 clusters Score -6371735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -6371734.500000 Penalty: 12525.879883
	Iteration 29Q: 3 clusters Score -6371734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -6371738.000000 Penalty: 12525.879883
	Iteration 30Q: 3 clusters Score -6371738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -6371757.500000 Penalty: 12525.879883
	Iteration 31Q: 3 clusters Score -6371758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -6371759.500000 Penalty: 12525.879883
	Iteration 32Q: 3 clusters Score -6371760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -6371762.000000 Penalty: 12525.879883
	Iteration 33Q: 3 clusters Score -6371762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -6371764.500000 Penalty: 12525.879883
	Iteration 34Q: 3 clusters Score -6371764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -6371773.500000 Penalty: 12525.879883
	Iteration 35Q: 3 clusters Score -6371774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -6371783.000000 Penalty: 12525.879883
	Iteration 36Q: 3 clusters Score -6371783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -6371780.000000 Penalty: 12525.879883
	Iteration 37Q: 3 clusters Score -6371780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -6371788.000000 Penalty: 12525.879883
	Iteration 38Q: 3 clusters Score -6371788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -6371780.000000 Penalty: 12525.879883
	Iteration 39Q: 3 clusters Score -6371780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -6371786.000000 Penalty: 12525.879883
	Iteration 40F: 3 clusters Score -6371786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -6371789.500000 Penalty: 12525.879883
	Iteration 41Q: 3 clusters Score -6371790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -6371790.000000 Penalty: 12525.879883
	Iteration 42Q: 3 clusters Score -6371790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -6371794.000000 Penalty: 12525.879883
	Iteration 43Q: 3 clusters Score -6371794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -6371794.000000 Penalty: 12525.879883
	Iteration 44F: 3 clusters Score -6371794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Entering Unmasked Estep 
Score: -7298372.500000 Penalty: 6364.540039
	Iteration 0F: 2 clusters Score -7298372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -7273908.500000 Penalty: 12729.080078
	Iteration 0F: 3 clusters Score -7273908 nChanged 13830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -7281158.000000 Penalty: 12729.080078
	Iteration 1F: 3 clusters Score -7281158 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -7281905.000000 Penalty: 12729.080078
	Iteration 2F: 3 clusters Score -7281905 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -7282479.500000 Penalty: 12729.080078
	Iteration 3Q: 3 clusters Score -7282480 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -7282958.500000 Penalty: 12729.080078
	Iteration 4Q: 3 clusters Score -7282958 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -7283453.000000 Penalty: 12729.080078
	Iteration 5Q: 3 clusters Score -7283453 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -7284036.500000 Penalty: 12729.080078
	Iteration 6Q: 3 clusters Score -7284036 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -7284660.000000 Penalty: 12729.080078
	Iteration 7Q: 3 clusters Score -7284660 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -7285205.000000 Penalty: 12729.080078
	Iteration 8Q: 3 clusters Score -7285205 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -7285844.500000 Penalty: 12729.080078
	Iteration 9Q: 3 clusters Score -7285844 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -7286514.500000 Penalty: 12729.080078
	Iteration 10Q: 3 clusters Score -7286514 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -7287152.000000 Penalty: 12729.080078
	Iteration 11Q: 3 clusters Score -7287152 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -7287742.000000 Penalty: 12729.080078
	Iteration 12Q: 3 clusters Score -7287742 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -7288358.500000 Penalty: 12729.080078
	Iteration 13Q: 3 clusters Score -7288358 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -7288954.000000 Penalty: 12729.080078
	Iteration 14Q: 3 clusters Score -7288954 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -7289537.500000 Penalty: 12729.080078
	Iteration 15Q: 3 clusters Score -7289538 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -7290006.000000 Penalty: 12729.080078
	Iteration 16Q: 3 clusters Score -7290006 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -7290405.500000 Penalty: 12729.080078
	Iteration 17Q: 3 clusters Score -7290406 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -7290671.000000 Penalty: 12729.080078
	Iteration 18Q: 3 clusters Score -7290671 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -7290941.500000 Penalty: 12729.080078
	Iteration 19Q: 3 clusters Score -7290942 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -7291202.500000 Penalty: 12729.080078
	Iteration 20F: 3 clusters Score -7291202 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -7291452.000000 Penalty: 12729.080078
	Iteration 21Q: 3 clusters Score -7291452 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -7291726.000000 Penalty: 12729.080078
	Iteration 22Q: 3 clusters Score -7291726 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -7292186.000000 Penalty: 12729.080078
	Iteration 23Q: 3 clusters Score -7292186 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -7292889.500000 Penalty: 12729.080078
	Iteration 24Q: 3 clusters Score -7292890 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -7293164.500000 Penalty: 12729.080078
	Iteration 25Q: 3 clusters Score -7293164 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -7293311.500000 Penalty: 12729.080078
	Iteration 26Q: 3 clusters Score -7293312 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -7293371.000000 Penalty: 12729.080078
	Iteration 27Q: 3 clusters Score -7293371 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -7293418.000000 Penalty: 12729.080078
	Iteration 28Q: 3 clusters Score -7293418 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -7293448.500000 Penalty: 12729.080078
	Iteration 29Q: 3 clusters Score -7293448 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -7293476.500000 Penalty: 12729.080078
	Iteration 30Q: 3 clusters Score -7293476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -7293487.500000 Penalty: 12729.080078
	Iteration 31Q: 3 clusters Score -7293488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -7293513.000000 Penalty: 12729.080078
	Iteration 32Q: 3 clusters Score -7293513 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -7293513.000000 Penalty: 12729.080078
	Iteration 33Q: 3 clusters Score -7293513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -7293525.500000 Penalty: 12729.080078
	Iteration 34Q: 3 clusters Score -7293526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -7293528.000000 Penalty: 12729.080078
	Iteration 35Q: 3 clusters Score -7293528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -7293530.500000 Penalty: 12729.080078
	Iteration 36Q: 3 clusters Score -7293530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -7293532.500000 Penalty: 12729.080078
	Iteration 37Q: 3 clusters Score -7293532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -7293531.000000 Penalty: 12729.080078
	Iteration 38Q: 3 clusters Score -7293531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -7293530.000000 Penalty: 12729.080078
	Iteration 39Q: 3 clusters Score -7293530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -7293535.500000 Penalty: 12729.080078
	Iteration 40F: 3 clusters Score -7293536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -7293529.500000 Penalty: 12729.080078
	Iteration 41Q: 3 clusters Score -7293530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -7293529.500000 Penalty: 12729.080078
	Iteration 42F: 3 clusters Score -7293530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -102969.148438 Penalty: 3887.775879
	Iteration 0F: 2 clusters Score -102969.1 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 297 members 
Entering Unmasked Estep 
Score: -99684.773438 Penalty: 7775.551758
	Iteration 0F: 3 clusters Score -99684.77 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -100085.234375 Penalty: 7775.551758
	Iteration 1F: 3 clusters Score -100085.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -100418.539062 Penalty: 7775.551758
	Iteration 2F: 3 clusters Score -100418.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -100994.156250 Penalty: 7775.551758
	Iteration 3F: 3 clusters Score -100994.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101953.625000 Penalty: 7775.551758
	Iteration 4F: 3 clusters Score -101953.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -103443.023438 Penalty: 7775.551758
	Iteration 5F: 3 clusters Score -103443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -104913.039062 Penalty: 7775.551758
	Iteration 6Q: 3 clusters Score -104913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -105449.078125 Penalty: 7775.551758
	Iteration 7Q: 3 clusters Score -105449.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -105724.218750 Penalty: 7775.551758
	Iteration 8Q: 3 clusters Score -105724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -105724.218750 Penalty: 7775.551758
	Iteration 9F: 3 clusters Score -105724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 34991 members 
Mstep: Class 3 contains 15417 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 37979 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 7318 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 38212 members 
Mstep: Class 13 contains 167868 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12788 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 27590 members 
Mstep: Class 18 contains 32568 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 53348 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12210 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 119485 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 337 members 
Entering Unmasked Estep 
Score: -138285344.000000 Penalty: 220472.718750
Splitting cluster 19 changes total score from -138286800.000000 to -138285344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Entering Unmasked Estep 
Score: -603993.062500 Penalty: 4842.083008
	Iteration 0F: 2 clusters Score -603993.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -598459.875000 Penalty: 9684.166016
	Iteration 0F: 3 clusters Score -598459.9 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -599186.625000 Penalty: 9684.166016
	Iteration 1F: 3 clusters Score -599186.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -599399.750000 Penalty: 9684.166016
	Iteration 2F: 3 clusters Score -599399.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -599564.500000 Penalty: 9684.166016
	Iteration 3Q: 3 clusters Score -599564.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -599708.250000 Penalty: 9684.166016
	Iteration 4Q: 3 clusters Score -599708.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -599800.125000 Penalty: 9684.166016
	Iteration 5Q: 3 clusters Score -599800.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -599871.250000 Penalty: 9684.166016
	Iteration 6Q: 3 clusters Score -599871.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -599938.687500 Penalty: 9684.166016
	Iteration 7Q: 3 clusters Score -599938.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -599991.500000 Penalty: 9684.166016
	Iteration 8Q: 3 clusters Score -599991.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -600049.750000 Penalty: 9684.166016
	Iteration 9Q: 3 clusters Score -600049.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -600096.812500 Penalty: 9684.166016
	Iteration 10Q: 3 clusters Score -600096.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -600135.500000 Penalty: 9684.166016
	Iteration 11Q: 3 clusters Score -600135.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -600174.312500 Penalty: 9684.166016
	Iteration 12Q: 3 clusters Score -600174.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -600223.937500 Penalty: 9684.166016
	Iteration 13Q: 3 clusters Score -600223.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -600288.812500 Penalty: 9684.166016
	Iteration 14Q: 3 clusters Score -600288.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -600358.500000 Penalty: 9684.166016
	Iteration 15Q: 3 clusters Score -600358.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -600448.562500 Penalty: 9684.166016
	Iteration 16Q: 3 clusters Score -600448.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -600540.812500 Penalty: 9684.166016
	Iteration 17Q: 3 clusters Score -600540.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -600633.125000 Penalty: 9684.166016
	Iteration 18Q: 3 clusters Score -600633.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -600742.875000 Penalty: 9684.166016
	Iteration 19Q: 3 clusters Score -600742.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -600862.062500 Penalty: 9684.166016
	Iteration 20F: 3 clusters Score -600862.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -601044.687500 Penalty: 9684.166016
	Iteration 21Q: 3 clusters Score -601044.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -601271.687500 Penalty: 9684.166016
	Iteration 22Q: 3 clusters Score -601271.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -601505.062500 Penalty: 9684.166016
	Iteration 23Q: 3 clusters Score -601505.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -601746.187500 Penalty: 9684.166016
	Iteration 24Q: 3 clusters Score -601746.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -601965.625000 Penalty: 9684.166016
	Iteration 25Q: 3 clusters Score -601965.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -602150.750000 Penalty: 9684.166016
	Iteration 26Q: 3 clusters Score -602150.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -602228.875000 Penalty: 9684.166016
	Iteration 27Q: 3 clusters Score -602228.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -602272.312500 Penalty: 9684.166016
	Iteration 28Q: 3 clusters Score -602272.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -602292.937500 Penalty: 9684.166016
	Iteration 29Q: 3 clusters Score -602292.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -602302.937500 Penalty: 9684.166016
	Iteration 30Q: 3 clusters Score -602302.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -602310.125000 Penalty: 9684.166016
	Iteration 31Q: 3 clusters Score -602310.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -602313.187500 Penalty: 9684.166016
	Iteration 32Q: 3 clusters Score -602313.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -602313.187500 Penalty: 9684.166016
	Iteration 33F: 3 clusters Score -602313.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (53348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Entering Unmasked Estep 
Score: -12176163.000000 Penalty: 6666.812500
	Iteration 0F: 2 clusters Score -1.217616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -12138250.000000 Penalty: 13333.625000
	Iteration 0F: 3 clusters Score -1.213825e+07 nChanged 23436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -12150712.000000 Penalty: 13333.625000
	Iteration 1F: 3 clusters Score -1.215071e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -12151533.000000 Penalty: 13333.625000
	Iteration 2F: 3 clusters Score -1.215153e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -12152419.000000 Penalty: 13333.625000
	Iteration 3Q: 3 clusters Score -1.215242e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -12153197.000000 Penalty: 13333.625000
	Iteration 4Q: 3 clusters Score -1.21532e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -12153943.000000 Penalty: 13333.625000
	Iteration 5Q: 3 clusters Score -1.215394e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -12154777.000000 Penalty: 13333.625000
	Iteration 6Q: 3 clusters Score -1.215478e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -12155873.000000 Penalty: 13333.625000
	Iteration 7Q: 3 clusters Score -1.215587e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -12157404.000000 Penalty: 13333.625000
	Iteration 8Q: 3 clusters Score -1.21574e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -12159485.000000 Penalty: 13333.625000
	Iteration 9F: 3 clusters Score -1.215948e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -12162150.000000 Penalty: 13333.625000
	Iteration 10F: 3 clusters Score -1.216215e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -12165097.000000 Penalty: 13333.625000
	Iteration 11F: 3 clusters Score -1.21651e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -12167457.000000 Penalty: 13333.625000
	Iteration 12Q: 3 clusters Score -1.216746e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -12168826.000000 Penalty: 13333.625000
	Iteration 13Q: 3 clusters Score -1.216883e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -12169568.000000 Penalty: 13333.625000
	Iteration 14Q: 3 clusters Score -1.216957e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12169973.000000 Penalty: 13333.625000
	Iteration 15Q: 3 clusters Score -1.216997e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -12170177.000000 Penalty: 13333.625000
	Iteration 16Q: 3 clusters Score -1.217018e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -12170266.000000 Penalty: 13333.625000
	Iteration 17Q: 3 clusters Score -1.217027e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -12170347.000000 Penalty: 13333.625000
	Iteration 18Q: 3 clusters Score -1.217035e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12170385.000000 Penalty: 13333.625000
	Iteration 19Q: 3 clusters Score -1.217038e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -12170414.000000 Penalty: 13333.625000
	Iteration 20F: 3 clusters Score -1.217041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -12170423.000000 Penalty: 13333.625000
	Iteration 21Q: 3 clusters Score -1.217042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12170439.000000 Penalty: 13333.625000
	Iteration 22Q: 3 clusters Score -1.217044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -12170434.000000 Penalty: 13333.625000
	Iteration 23Q: 3 clusters Score -1.217043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -12170438.000000 Penalty: 13333.625000
	Iteration 24Q: 3 clusters Score -1.217044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -12170455.000000 Penalty: 13333.625000
	Iteration 25Q: 3 clusters Score -1.217046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52673 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -12170451.000000 Penalty: 13333.625000
	Iteration 26Q: 3 clusters Score -1.217045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -12170455.000000 Penalty: 13333.625000
	Iteration 27Q: 3 clusters Score -1.217046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -12170455.000000 Penalty: 13333.625000
	Iteration 28F: 3 clusters Score -1.217046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -77374.382812 Penalty: 3806.447510
	Iteration 0F: 2 clusters Score -77374.38 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 257 members 
Entering Unmasked Estep 
Score: -74029.640625 Penalty: 7612.895020
	Iteration 0F: 3 clusters Score -74029.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -74244.039062 Penalty: 7612.895020
	Iteration 1F: 3 clusters Score -74244.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -74438.585938 Penalty: 7612.895020
	Iteration 2Q: 3 clusters Score -74438.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74680.437500 Penalty: 7612.895020
	Iteration 3Q: 3 clusters Score -74680.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -74839.359375 Penalty: 7612.895020
	Iteration 4Q: 3 clusters Score -74839.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75000.054688 Penalty: 7612.895020
	Iteration 5Q: 3 clusters Score -75000.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75083.351562 Penalty: 7612.895020
	Iteration 6Q: 3 clusters Score -75083.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75200.023438 Penalty: 7612.895020
	Iteration 7Q: 3 clusters Score -75200.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75239.757812 Penalty: 7612.895020
	Iteration 8Q: 3 clusters Score -75239.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75338.898438 Penalty: 7612.895020
	Iteration 9Q: 3 clusters Score -75338.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -75401.257812 Penalty: 7612.895020
	Iteration 10Q: 3 clusters Score -75401.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75418.867188 Penalty: 7612.895020
	Iteration 11Q: 3 clusters Score -75418.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75441.468750 Penalty: 7612.895020
	Iteration 12Q: 3 clusters Score -75441.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75461.812500 Penalty: 7612.895020
	Iteration 13Q: 3 clusters Score -75461.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75465.585938 Penalty: 7612.895020
	Iteration 14F: 3 clusters Score -75465.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75506.906250 Penalty: 7612.895020
	Iteration 15Q: 3 clusters Score -75506.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75521.250000 Penalty: 7612.895020
	Iteration 16Q: 3 clusters Score -75521.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75527.320312 Penalty: 7612.895020
	Iteration 17Q: 3 clusters Score -75527.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75537.335938 Penalty: 7612.895020
	Iteration 18Q: 3 clusters Score -75537.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75542.828125 Penalty: 7612.895020
	Iteration 19Q: 3 clusters Score -75542.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75542.828125 Penalty: 7612.895020
	Iteration 20F: 3 clusters Score -75542.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Entering Unmasked Estep 
Score: -2777148.500000 Penalty: 5763.631348
	Iteration 0F: 2 clusters Score -2777148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2765537.000000 Penalty: 11527.262695
	Iteration 0F: 3 clusters Score -2765537 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2768164.750000 Penalty: 11527.262695
	Iteration 1F: 3 clusters Score -2768165 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2768620.750000 Penalty: 11527.262695
	Iteration 2F: 3 clusters Score -2768621 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2768939.000000 Penalty: 11527.262695
	Iteration 3Q: 3 clusters Score -2768939 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2769171.750000 Penalty: 11527.262695
	Iteration 4Q: 3 clusters Score -2769172 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2769393.750000 Penalty: 11527.262695
	Iteration 5Q: 3 clusters Score -2769394 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2769620.500000 Penalty: 11527.262695
	Iteration 6Q: 3 clusters Score -2769620 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2769826.500000 Penalty: 11527.262695
	Iteration 7Q: 3 clusters Score -2769826 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2770040.000000 Penalty: 11527.262695
	Iteration 8Q: 3 clusters Score -2770040 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2770219.750000 Penalty: 11527.262695
	Iteration 9Q: 3 clusters Score -2770220 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2770382.000000 Penalty: 11527.262695
	Iteration 10Q: 3 clusters Score -2770382 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2770523.500000 Penalty: 11527.262695
	Iteration 11Q: 3 clusters Score -2770524 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2770669.750000 Penalty: 11527.262695
	Iteration 12Q: 3 clusters Score -2770670 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2770798.500000 Penalty: 11527.262695
	Iteration 13Q: 3 clusters Score -2770798 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2770911.500000 Penalty: 11527.262695
	Iteration 14Q: 3 clusters Score -2770912 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2771021.000000 Penalty: 11527.262695
	Iteration 15Q: 3 clusters Score -2771021 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2771122.000000 Penalty: 11527.262695
	Iteration 16Q: 3 clusters Score -2771122 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2771197.250000 Penalty: 11527.262695
	Iteration 17Q: 3 clusters Score -2771197 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2771291.500000 Penalty: 11527.262695
	Iteration 18Q: 3 clusters Score -2771292 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2771360.250000 Penalty: 11527.262695
	Iteration 19Q: 3 clusters Score -2771360 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2771435.750000 Penalty: 11527.262695
	Iteration 20F: 3 clusters Score -2771436 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2771504.500000 Penalty: 11527.262695
	Iteration 21Q: 3 clusters Score -2771504 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2771583.250000 Penalty: 11527.262695
	Iteration 22Q: 3 clusters Score -2771583 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2771640.250000 Penalty: 11527.262695
	Iteration 23Q: 3 clusters Score -2771640 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2771705.000000 Penalty: 11527.262695
	Iteration 24Q: 3 clusters Score -2771705 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2771771.250000 Penalty: 11527.262695
	Iteration 25Q: 3 clusters Score -2771771 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2771848.000000 Penalty: 11527.262695
	Iteration 26Q: 3 clusters Score -2771848 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2771928.000000 Penalty: 11527.262695
	Iteration 27Q: 3 clusters Score -2771928 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2772001.000000 Penalty: 11527.262695
	Iteration 28Q: 3 clusters Score -2772001 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2772052.000000 Penalty: 11527.262695
	Iteration 29Q: 3 clusters Score -2772052 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2772123.500000 Penalty: 11527.262695
	Iteration 30Q: 3 clusters Score -2772124 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2772199.000000 Penalty: 11527.262695
	Iteration 31Q: 3 clusters Score -2772199 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2772269.500000 Penalty: 11527.262695
	Iteration 32Q: 3 clusters Score -2772270 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2772324.000000 Penalty: 11527.262695
	Iteration 33Q: 3 clusters Score -2772324 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2772365.750000 Penalty: 11527.262695
	Iteration 34Q: 3 clusters Score -2772366 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2772417.000000 Penalty: 11527.262695
	Iteration 35Q: 3 clusters Score -2772417 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2772469.500000 Penalty: 11527.262695
	Iteration 36Q: 3 clusters Score -2772470 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2772517.500000 Penalty: 11527.262695
	Iteration 37Q: 3 clusters Score -2772518 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2772577.500000 Penalty: 11527.262695
	Iteration 38Q: 3 clusters Score -2772578 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2772640.000000 Penalty: 11527.262695
	Iteration 39Q: 3 clusters Score -2772640 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2772709.250000 Penalty: 11527.262695
	Iteration 40F: 3 clusters Score -2772709 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2772748.000000 Penalty: 11527.262695
	Iteration 41Q: 3 clusters Score -2772748 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2772788.750000 Penalty: 11527.262695
	Iteration 42Q: 3 clusters Score -2772789 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2772830.250000 Penalty: 11527.262695
	Iteration 43Q: 3 clusters Score -2772830 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2772850.750000 Penalty: 11527.262695
	Iteration 44Q: 3 clusters Score -2772851 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2772871.000000 Penalty: 11527.262695
	Iteration 45Q: 3 clusters Score -2772871 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2772895.250000 Penalty: 11527.262695
	Iteration 46Q: 3 clusters Score -2772895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2772913.500000 Penalty: 11527.262695
	Iteration 47Q: 3 clusters Score -2772914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2772923.750000 Penalty: 11527.262695
	Iteration 48Q: 3 clusters Score -2772924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2772936.250000 Penalty: 11527.262695
	Iteration 49Q: 3 clusters Score -2772936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2772950.750000 Penalty: 11527.262695
	Iteration 50Q: 3 clusters Score -2772951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2772965.500000 Penalty: 11527.262695
	Iteration 51Q: 3 clusters Score -2772966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2772984.250000 Penalty: 11527.262695
	Iteration 52Q: 3 clusters Score -2772984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2773004.750000 Penalty: 11527.262695
	Iteration 53Q: 3 clusters Score -2773005 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2773029.250000 Penalty: 11527.262695
	Iteration 54Q: 3 clusters Score -2773029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2773043.250000 Penalty: 11527.262695
	Iteration 55Q: 3 clusters Score -2773043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2773042.000000 Penalty: 11527.262695
	Iteration 56Q: 3 clusters Score -2773042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2773060.000000 Penalty: 11527.262695
	Iteration 57Q: 3 clusters Score -2773060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2773079.750000 Penalty: 11527.262695
	Iteration 58Q: 3 clusters Score -2773080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2773087.500000 Penalty: 11527.262695
	Iteration 59Q: 3 clusters Score -2773088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2773100.000000 Penalty: 11527.262695
	Iteration 60F: 3 clusters Score -2773100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2773104.500000 Penalty: 11527.262695
	Iteration 61Q: 3 clusters Score -2773104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2773105.250000 Penalty: 11527.262695
	Iteration 62Q: 3 clusters Score -2773105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2773117.000000 Penalty: 11527.262695
	Iteration 63Q: 3 clusters Score -2773117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2773121.250000 Penalty: 11527.262695
	Iteration 64Q: 3 clusters Score -2773121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2773131.000000 Penalty: 11527.262695
	Iteration 65Q: 3 clusters Score -2773131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2773124.500000 Penalty: 11527.262695
	Iteration 66Q: 3 clusters Score -2773124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2773124.000000 Penalty: 11527.262695
	Iteration 67Q: 3 clusters Score -2773124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2773129.500000 Penalty: 11527.262695
	Iteration 68Q: 3 clusters Score -2773130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2773130.000000 Penalty: 11527.262695
	Iteration 69Q: 3 clusters Score -2773130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2773130.000000 Penalty: 11527.262695
	Iteration 70F: 3 clusters Score -2773130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Entering Unmasked Estep 
Score: -1450831.500000 Penalty: 5369.511719
	Iteration 0F: 2 clusters Score -1450832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1442880.375000 Penalty: 10739.023438
	Iteration 0F: 3 clusters Score -1442880 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1444232.250000 Penalty: 10739.023438
	Iteration 1F: 3 clusters Score -1444232 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1444548.500000 Penalty: 10739.023438
	Iteration 2F: 3 clusters Score -1444548 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1444735.625000 Penalty: 10739.023438
	Iteration 3Q: 3 clusters Score -1444736 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1444854.750000 Penalty: 10739.023438
	Iteration 4Q: 3 clusters Score -1444855 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1444923.750000 Penalty: 10739.023438
	Iteration 5Q: 3 clusters Score -1444924 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1444982.125000 Penalty: 10739.023438
	Iteration 6Q: 3 clusters Score -1444982 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1445028.000000 Penalty: 10739.023438
	Iteration 7Q: 3 clusters Score -1445028 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1445071.375000 Penalty: 10739.023438
	Iteration 8Q: 3 clusters Score -1445071 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1445109.500000 Penalty: 10739.023438
	Iteration 9Q: 3 clusters Score -1445110 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1445129.875000 Penalty: 10739.023438
	Iteration 10Q: 3 clusters Score -1445130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1445144.375000 Penalty: 10739.023438
	Iteration 11Q: 3 clusters Score -1445144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1445157.625000 Penalty: 10739.023438
	Iteration 12Q: 3 clusters Score -1445158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1445175.375000 Penalty: 10739.023438
	Iteration 13Q: 3 clusters Score -1445175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1445190.500000 Penalty: 10739.023438
	Iteration 14Q: 3 clusters Score -1445190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1445199.125000 Penalty: 10739.023438
	Iteration 15Q: 3 clusters Score -1445199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1445207.375000 Penalty: 10739.023438
	Iteration 16Q: 3 clusters Score -1445207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1445222.750000 Penalty: 10739.023438
	Iteration 17Q: 3 clusters Score -1445223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1445233.125000 Penalty: 10739.023438
	Iteration 18Q: 3 clusters Score -1445233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1445238.500000 Penalty: 10739.023438
	Iteration 19Q: 3 clusters Score -1445238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1445245.750000 Penalty: 10739.023438
	Iteration 20F: 3 clusters Score -1445246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1445252.000000 Penalty: 10739.023438
	Iteration 21Q: 3 clusters Score -1445252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1445251.750000 Penalty: 10739.023438
	Iteration 22Q: 3 clusters Score -1445252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1445254.875000 Penalty: 10739.023438
	Iteration 23Q: 3 clusters Score -1445255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1445254.875000 Penalty: 10739.023438
	Iteration 24F: 3 clusters Score -1445255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (119485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119485 members 
Entering Unmasked Estep 
Score: -27448678.000000 Penalty: 7160.704590
	Iteration 0F: 2 clusters Score -2.744868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 59500 members 
Entering Unmasked Estep 
Score: -27367988.000000 Penalty: 14321.409180
	Iteration 0F: 3 clusters Score -2.736799e+07 nChanged 55013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -27399708.000000 Penalty: 14321.409180
	Iteration 1F: 3 clusters Score -2.739971e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -27402558.000000 Penalty: 14321.409180
	Iteration 2F: 3 clusters Score -2.740256e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64229 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -27405700.000000 Penalty: 14321.409180
	Iteration 3F: 3 clusters Score -2.74057e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66302 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -27408884.000000 Penalty: 14321.409180
	Iteration 4F: 3 clusters Score -2.740888e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68876 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -27412642.000000 Penalty: 14321.409180
	Iteration 5F: 3 clusters Score -2.741264e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -27416812.000000 Penalty: 14321.409180
	Iteration 6F: 3 clusters Score -2.741681e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -27420920.000000 Penalty: 14321.409180
	Iteration 7F: 3 clusters Score -2.742092e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78387 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -27424264.000000 Penalty: 14321.409180
	Iteration 8F: 3 clusters Score -2.742426e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81459 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -27426926.000000 Penalty: 14321.409180
	Iteration 9Q: 3 clusters Score -2.742693e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -27429076.000000 Penalty: 14321.409180
	Iteration 10Q: 3 clusters Score -2.742908e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -27430852.000000 Penalty: 14321.409180
	Iteration 11Q: 3 clusters Score -2.743085e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90026 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -27432658.000000 Penalty: 14321.409180
	Iteration 12Q: 3 clusters Score -2.743266e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92502 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -27434240.000000 Penalty: 14321.409180
	Iteration 13Q: 3 clusters Score -2.743424e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94745 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -27435552.000000 Penalty: 14321.409180
	Iteration 14Q: 3 clusters Score -2.743555e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96868 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -27436814.000000 Penalty: 14321.409180
	Iteration 15Q: 3 clusters Score -2.743681e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98809 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -27437838.000000 Penalty: 14321.409180
	Iteration 16Q: 3 clusters Score -2.743784e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100577 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -27438640.000000 Penalty: 14321.409180
	Iteration 17Q: 3 clusters Score -2.743864e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102198 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -27439434.000000 Penalty: 14321.409180
	Iteration 18Q: 3 clusters Score -2.743943e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103669 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -27440270.000000 Penalty: 14321.409180
	Iteration 19Q: 3 clusters Score -2.744027e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104981 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -27441056.000000 Penalty: 14321.409180
	Iteration 20F: 3 clusters Score -2.744106e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106135 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -27441670.000000 Penalty: 14321.409180
	Iteration 21Q: 3 clusters Score -2.744167e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107132 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -27442260.000000 Penalty: 14321.409180
	Iteration 22Q: 3 clusters Score -2.744226e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107952 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -27442818.000000 Penalty: 14321.409180
	Iteration 23Q: 3 clusters Score -2.744282e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108606 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -27443198.000000 Penalty: 14321.409180
	Iteration 24Q: 3 clusters Score -2.74432e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109154 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -27443430.000000 Penalty: 14321.409180
	Iteration 25Q: 3 clusters Score -2.744343e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109560 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -27443548.000000 Penalty: 14321.409180
	Iteration 26Q: 3 clusters Score -2.744355e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109896 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -27443612.000000 Penalty: 14321.409180
	Iteration 27Q: 3 clusters Score -2.744361e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110148 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -27443666.000000 Penalty: 14321.409180
	Iteration 28Q: 3 clusters Score -2.744367e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110367 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -27443698.000000 Penalty: 14321.409180
	Iteration 29Q: 3 clusters Score -2.74437e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110553 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -27443722.000000 Penalty: 14321.409180
	Iteration 30Q: 3 clusters Score -2.744372e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110708 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -27443724.000000 Penalty: 14321.409180
	Iteration 31Q: 3 clusters Score -2.744372e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110832 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -27443826.000000 Penalty: 14321.409180
	Iteration 32Q: 3 clusters Score -2.744383e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110929 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -27443832.000000 Penalty: 14321.409180
	Iteration 33Q: 3 clusters Score -2.744383e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111001 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -27443852.000000 Penalty: 14321.409180
	Iteration 34Q: 3 clusters Score -2.744385e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111076 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -27443828.000000 Penalty: 14321.409180
	Iteration 35Q: 3 clusters Score -2.744383e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111138 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -27443870.000000 Penalty: 14321.409180
	Iteration 36Q: 3 clusters Score -2.744387e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111188 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -27443924.000000 Penalty: 14321.409180
	Iteration 37Q: 3 clusters Score -2.744392e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111242 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -27443922.000000 Penalty: 14321.409180
	Iteration 38Q: 3 clusters Score -2.744392e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111287 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -27443932.000000 Penalty: 14321.409180
	Iteration 39Q: 3 clusters Score -2.744393e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111316 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -27443942.000000 Penalty: 14321.409180
	Iteration 40F: 3 clusters Score -2.744394e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111350 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -27443980.000000 Penalty: 14321.409180
	Iteration 41Q: 3 clusters Score -2.744398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111371 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -27443974.000000 Penalty: 14321.409180
	Iteration 42Q: 3 clusters Score -2.744397e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111392 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -27443992.000000 Penalty: 14321.409180
	Iteration 43Q: 3 clusters Score -2.744399e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111407 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -27443992.000000 Penalty: 14321.409180
	Iteration 44Q: 3 clusters Score -2.744399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111415 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -27443994.000000 Penalty: 14321.409180
	Iteration 45Q: 3 clusters Score -2.744399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111427 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -27443984.000000 Penalty: 14321.409180
	Iteration 46Q: 3 clusters Score -2.744398e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111437 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -27443958.000000 Penalty: 14321.409180
	Iteration 47Q: 3 clusters Score -2.744396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111441 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -27443970.000000 Penalty: 14321.409180
	Iteration 48Q: 3 clusters Score -2.744397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111442 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -27443968.000000 Penalty: 14321.409180
	Iteration 49Q: 3 clusters Score -2.744397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111442 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -27443968.000000 Penalty: 14321.409180
	Iteration 50F: 3 clusters Score -2.744397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -32665.859375 Penalty: 3424.479736
	Iteration 0F: 2 clusters Score -32665.86 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 132 members 
Entering Unmasked Estep 
Score: -30143.796875 Penalty: 6848.959473
	Iteration 0F: 3 clusters Score -30143.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30488.742188 Penalty: 6848.959473
	Iteration 1F: 3 clusters Score -30488.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30564.873047 Penalty: 6848.959473
	Iteration 2Q: 3 clusters Score -30564.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30579.093750 Penalty: 6848.959473
	Iteration 3Q: 3 clusters Score -30579.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30579.093750 Penalty: 6848.959473
	Iteration 4F: 3 clusters Score -30579.09 nChanged 0
--- Evaluating fit on full set of 1849261 points ---
Entering Unmasked Estep 
Score: -413142496.000000 Penalty: 229802.484375
22->27 Clusters: Score -413142496.000000, best is -413240672.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 616420 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 27904 members 
Mstep: Class 3 contains 28256 members 
Mstep: Class 4 contains 27762 members 
Mstep: Class 5 contains 27727 members 
Mstep: Class 6 contains 28136 members 
Mstep: Class 7 contains 27919 members 
Mstep: Class 8 contains 27783 members 
Mstep: Class 9 contains 27932 members 
Mstep: Class 10 contains 27906 members 
Mstep: Class 11 contains 28328 members 
Mstep: Class 12 contains 28021 members 
Mstep: Class 13 contains 28275 members 
Mstep: Class 14 contains 28119 members 
Mstep: Class 15 contains 28063 members 
Mstep: Class 16 contains 28089 members 
Mstep: Class 17 contains 28042 members 
Mstep: Class 18 contains 27964 members 
Mstep: Class 19 contains 28154 members 
Mstep: Class 20 contains 28063 members 
Mstep: Class 21 contains 28003 members 
Mstep: Class 22 contains 27965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1067.121216 but Gain 8165.656250
Score: -130202296.000000 Penalty: 171478.781250
Iteration 0F: 22 clusters Score -1.302023e+08 nChanged 585783
Entering Unmasked Mstep 
Mstep: Class 0 contains 3358 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 5876 members 
Mstep: Class 3 contains 10270 members 
Mstep: Class 4 contains 184949 members 
Mstep: Class 5 contains 26264 members 
Mstep: Class 6 contains 10309 members 
Mstep: Class 7 contains 59980 members 
Mstep: Class 8 contains 14831 members 
Mstep: Class 9 contains 117796 members 
Mstep: Class 10 contains 11878 members 
Mstep: Class 11 contains 9352 members 
Mstep: Class 12 contains 19727 members 
Mstep: Class 13 contains 12697 members 
Mstep: Class 14 contains 7215 members 
Mstep: Class 15 contains 8621 members 
Mstep: Class 17 contains 5035 members 
Mstep: Class 18 contains 23346 members 
Mstep: Class 19 contains 11666 members 
Mstep: Class 20 contains 32141 members 
Mstep: Class 21 contains 11341 members 
Mstep: Class 22 contains 17220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2650.025146 but Gain 8165.656250
Score: -135403872.000000 Penalty: 163313.125000
Iteration 1F: 21 clusters Score -1.354039e+08 nChanged 248560
Entering Unmasked Mstep 
Mstep: Class 0 contains 2217 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 11362 members 
Mstep: Class 4 contains 257509 members 
Mstep: Class 5 contains 23655 members 
Mstep: Class 6 contains 3775 members 
Mstep: Class 7 contains 48888 members 
Mstep: Class 8 contains 17262 members 
Mstep: Class 9 contains 110791 members 
Mstep: Class 10 contains 11305 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 12449 members 
Mstep: Class 13 contains 15770 members 
Mstep: Class 14 contains 1735 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 16484 members 
Mstep: Class 19 contains 10693 members 
Mstep: Class 20 contains 37946 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 18614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3258.931885 but Gain 8165.656250
Score: -136603088.000000 Penalty: 155147.468750
Iteration 2F: 20 clusters Score -1.366031e+08 nChanged 200256
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 18148 members 
Mstep: Class 4 contains 246517 members 
Mstep: Class 5 contains 48172 members 
Mstep: Class 6 contains 2165 members 
Mstep: Class 7 contains 39344 members 
Mstep: Class 8 contains 20150 members 
Mstep: Class 9 contains 78121 members 
Mstep: Class 10 contains 15453 members 
Mstep: Class 12 contains 8227 members 
Mstep: Class 13 contains 24260 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 17 contains 1631 members 
Mstep: Class 18 contains 9385 members 
Mstep: Class 19 contains 11161 members 
Mstep: Class 20 contains 52001 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 22 contains 30226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 4692.891602 but Gain 8165.656250
Score: -137274800.000000 Penalty: 146981.812500
Iteration 3F: 19 clusters Score -1.372748e+08 nChanged 152170
Entering Unmasked Mstep 
Mstep: Class 0 contains 1048 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 3 contains 24884 members 
Mstep: Class 4 contains 189967 members 
Mstep: Class 5 contains 78163 members 
Mstep: Class 6 contains 1550 members 
Mstep: Class 7 contains 41072 members 
Mstep: Class 8 contains 21584 members 
Mstep: Class 9 contains 72448 members 
Mstep: Class 10 contains 25021 members 
Mstep: Class 12 contains 7278 members 
Mstep: Class 13 contains 25937 members 
Mstep: Class 14 contains 1904 members 
Mstep: Class 17 contains 1530 members 
Mstep: Class 18 contains 3849 members 
Mstep: Class 19 contains 15729 members 
Mstep: Class 20 contains 58727 members 
Mstep: Class 21 contains 1516 members 
Mstep: Class 22 contains 39550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 6773.212891 but Gain 8165.656250
Score: -137589920.000000 Penalty: 138816.156250
Iteration 4F: 18 clusters Score -1.375899e+08 nChanged 111628
Entering Unmasked Mstep 
Mstep: Class 0 contains 1003 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 3 contains 28136 members 
Mstep: Class 4 contains 147341 members 
Mstep: Class 5 contains 103695 members 
Mstep: Class 6 contains 1142 members 
Mstep: Class 7 contains 45679 members 
Mstep: Class 8 contains 20772 members 
Mstep: Class 9 contains 69053 members 
Mstep: Class 10 contains 37337 members 
Mstep: Class 13 contains 22438 members 
Mstep: Class 14 contains 1961 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 2522 members 
Mstep: Class 19 contains 22081 members 
Mstep: Class 20 contains 60994 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 43412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137776288.000000 Penalty: 138816.156250
Iteration 5F: 18 clusters Score -1.377763e+08 nChanged 76882
Entering Unmasked Mstep 
Mstep: Class 0 contains 959 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 3 contains 29613 members 
Mstep: Class 4 contains 118968 members 
Mstep: Class 5 contains 121555 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 7 contains 46843 members 
Mstep: Class 8 contains 19220 members 
Mstep: Class 9 contains 63524 members 
Mstep: Class 10 contains 49900 members 
Mstep: Class 13 contains 18846 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 17 contains 1501 members 
Mstep: Class 18 contains 2709 members 
Mstep: Class 19 contains 27936 members 
Mstep: Class 20 contains 58969 members 
Mstep: Class 21 contains 1583 members 
Mstep: Class 22 contains 44463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137902640.000000 Penalty: 138816.156250
Iteration 6F: 18 clusters Score -1.379026e+08 nChanged 54056
Entering Unmasked Mstep 
Mstep: Class 0 contains 853 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 3 contains 30535 members 
Mstep: Class 4 contains 110818 members 
Mstep: Class 5 contains 135303 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 44109 members 
Mstep: Class 8 contains 17543 members 
Mstep: Class 9 contains 55764 members 
Mstep: Class 10 contains 55512 members 
Mstep: Class 13 contains 17281 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 17 contains 1495 members 
Mstep: Class 18 contains 3243 members 
Mstep: Class 19 contains 33096 members 
Mstep: Class 20 contains 54447 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 44135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 6366.009277 but Gain 8165.648438
Score: -138011056.000000 Penalty: 130650.507812
Iteration 7F: 17 clusters Score -1.380111e+08 nChanged 41857
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 3 contains 31361 members 
Mstep: Class 4 contains 115511 members 
Mstep: Class 5 contains 146617 members 
Mstep: Class 7 contains 37945 members 
Mstep: Class 8 contains 15916 members 
Mstep: Class 9 contains 47074 members 
Mstep: Class 10 contains 55657 members 
Mstep: Class 13 contains 17138 members 
Mstep: Class 14 contains 1591 members 
Mstep: Class 17 contains 1485 members 
Mstep: Class 18 contains 3836 members 
Mstep: Class 19 contains 37254 members 
Mstep: Class 20 contains 50157 members 
Mstep: Class 21 contains 1926 members 
Mstep: Class 22 contains 43008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138061696.000000 Penalty: 130650.507812
Iteration 8F: 17 clusters Score -1.380617e+08 nChanged 29879
Entering Unmasked Mstep 
Mstep: Class 0 contains 662 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 3 contains 32063 members 
Mstep: Class 4 contains 118563 members 
Mstep: Class 5 contains 156221 members 
Mstep: Class 7 contains 32401 members 
Mstep: Class 8 contains 14574 members 
Mstep: Class 9 contains 40458 members 
Mstep: Class 10 contains 55213 members 
Mstep: Class 13 contains 17788 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 17 contains 1485 members 
Mstep: Class 18 contains 4216 members 
Mstep: Class 19 contains 40116 members 
Mstep: Class 20 contains 47747 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 41719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138092960.000000 Penalty: 130650.507812
Iteration 9Q: 17 clusters Score -1.38093e+08 nChanged 21746
Entering Unmasked Mstep 
Mstep: Class 0 contains 657 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 3 contains 32582 members 
Mstep: Class 4 contains 120768 members 
Mstep: Class 5 contains 163613 members 
Mstep: Class 7 contains 27421 members 
Mstep: Class 8 contains 13683 members 
Mstep: Class 9 contains 35776 members 
Mstep: Class 10 contains 54884 members 
Mstep: Class 13 contains 18860 members 
Mstep: Class 14 contains 1477 members 
Mstep: Class 17 contains 1492 members 
Mstep: Class 18 contains 4448 members 
Mstep: Class 19 contains 41451 members 
Mstep: Class 20 contains 47011 members 
Mstep: Class 21 contains 1927 members 
Mstep: Class 22 contains 40430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138106976.000000 Penalty: 130650.507812
Iteration 10Q: 17 clusters Score -1.38107e+08 nChanged 16027
Entering Unmasked Mstep 
Mstep: Class 0 contains 657 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 3 contains 33053 members 
Mstep: Class 4 contains 122574 members 
Mstep: Class 5 contains 168540 members 
Mstep: Class 7 contains 23232 members 
Mstep: Class 8 contains 13144 members 
Mstep: Class 9 contains 32596 members 
Mstep: Class 10 contains 54643 members 
Mstep: Class 13 contains 20178 members 
Mstep: Class 14 contains 1495 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 4542 members 
Mstep: Class 19 contains 42145 members 
Mstep: Class 20 contains 46856 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 39329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138116448.000000 Penalty: 130650.507812
Iteration 11Q: 17 clusters Score -1.381164e+08 nChanged 11889
Entering Unmasked Mstep 
Mstep: Class 0 contains 657 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 3 contains 33531 members 
Mstep: Class 4 contains 124082 members 
Mstep: Class 5 contains 171535 members 
Mstep: Class 7 contains 20067 members 
Mstep: Class 8 contains 12901 members 
Mstep: Class 9 contains 30436 members 
Mstep: Class 10 contains 54468 members 
Mstep: Class 13 contains 21452 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 17 contains 1507 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 42573 members 
Mstep: Class 20 contains 46833 members 
Mstep: Class 21 contains 1888 members 
Mstep: Class 22 contains 38362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138122480.000000 Penalty: 130650.507812
Iteration 12Q: 17 clusters Score -1.381225e+08 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 657 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 3 contains 34029 members 
Mstep: Class 4 contains 125343 members 
Mstep: Class 5 contains 173115 members 
Mstep: Class 7 contains 17768 members 
Mstep: Class 8 contains 12754 members 
Mstep: Class 9 contains 29018 members 
Mstep: Class 10 contains 54344 members 
Mstep: Class 13 contains 22642 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 42909 members 
Mstep: Class 20 contains 46857 members 
Mstep: Class 21 contains 1885 members 
Mstep: Class 22 contains 37467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138126480.000000 Penalty: 130650.507812
Iteration 13Q: 17 clusters Score -1.381265e+08 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 657 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 3 contains 34493 members 
Mstep: Class 4 contains 126468 members 
Mstep: Class 5 contains 173842 members 
Mstep: Class 7 contains 16005 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 28098 members 
Mstep: Class 10 contains 54246 members 
Mstep: Class 13 contains 23716 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 17 contains 1520 members 
Mstep: Class 18 contains 4706 members 
Mstep: Class 19 contains 43149 members 
Mstep: Class 20 contains 46851 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 36707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138129024.000000 Penalty: 130650.507812
Iteration 14Q: 17 clusters Score -1.38129e+08 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 657 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 3 contains 34904 members 
Mstep: Class 4 contains 127415 members 
Mstep: Class 5 contains 174124 members 
Mstep: Class 7 contains 14688 members 
Mstep: Class 8 contains 12616 members 
Mstep: Class 9 contains 27489 members 
Mstep: Class 10 contains 54173 members 
Mstep: Class 13 contains 24680 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 17 contains 1530 members 
Mstep: Class 18 contains 4749 members 
Mstep: Class 19 contains 43353 members 
Mstep: Class 20 contains 46823 members 
Mstep: Class 21 contains 1884 members 
Mstep: Class 22 contains 35996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138131344.000000 Penalty: 130650.507812
Iteration 15Q: 17 clusters Score -1.381313e+08 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 657 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 3 contains 35307 members 
Mstep: Class 4 contains 128162 members 
Mstep: Class 5 contains 174116 members 
Mstep: Class 7 contains 13726 members 
Mstep: Class 8 contains 12586 members 
Mstep: Class 9 contains 27085 members 
Mstep: Class 10 contains 54110 members 
Mstep: Class 13 contains 25514 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 4785 members 
Mstep: Class 19 contains 43510 members 
Mstep: Class 20 contains 46775 members 
Mstep: Class 21 contains 1884 members 
Mstep: Class 22 contains 35364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138132608.000000 Penalty: 130650.507812
Iteration 16Q: 17 clusters Score -1.381326e+08 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 657 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 3 contains 35692 members 
Mstep: Class 4 contains 128702 members 
Mstep: Class 5 contains 173945 members 
Mstep: Class 7 contains 13058 members 
Mstep: Class 8 contains 12552 members 
Mstep: Class 9 contains 26801 members 
Mstep: Class 10 contains 54066 members 
Mstep: Class 13 contains 26258 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 17 contains 1539 members 
Mstep: Class 18 contains 4836 members 
Mstep: Class 19 contains 43636 members 
Mstep: Class 20 contains 46715 members 
Mstep: Class 21 contains 1885 members 
Mstep: Class 22 contains 34816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138134016.000000 Penalty: 130650.507812
Iteration 17Q: 17 clusters Score -1.38134e+08 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 657 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 3 contains 36052 members 
Mstep: Class 4 contains 129006 members 
Mstep: Class 5 contains 173847 members 
Mstep: Class 7 contains 12646 members 
Mstep: Class 8 contains 12532 members 
Mstep: Class 9 contains 26597 members 
Mstep: Class 10 contains 54027 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 17 contains 1542 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 43746 members 
Mstep: Class 20 contains 46657 members 
Mstep: Class 21 contains 1886 members 
Mstep: Class 22 contains 34283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138135072.000000 Penalty: 130650.507812
Iteration 18Q: 17 clusters Score -1.381351e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 657 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 3 contains 36423 members 
Mstep: Class 4 contains 129138 members 
Mstep: Class 5 contains 173761 members 
Mstep: Class 7 contains 12378 members 
Mstep: Class 8 contains 12543 members 
Mstep: Class 9 contains 26447 members 
Mstep: Class 10 contains 53998 members 
Mstep: Class 13 contains 27333 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 4936 members 
Mstep: Class 19 contains 43838 members 
Mstep: Class 20 contains 46600 members 
Mstep: Class 21 contains 1886 members 
Mstep: Class 22 contains 33760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138136000.000000 Penalty: 130650.507812
Iteration 19Q: 17 clusters Score -1.38136e+08 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 657 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 3 contains 36810 members 
Mstep: Class 4 contains 129161 members 
Mstep: Class 5 contains 173630 members 
Mstep: Class 7 contains 12250 members 
Mstep: Class 8 contains 12550 members 
Mstep: Class 9 contains 26335 members 
Mstep: Class 10 contains 53975 members 
Mstep: Class 13 contains 27800 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 4975 members 
Mstep: Class 19 contains 43915 members 
Mstep: Class 20 contains 46535 members 
Mstep: Class 21 contains 1886 members 
Mstep: Class 22 contains 33267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138140912.000000 Penalty: 130650.507812
Iteration 20F: 17 clusters Score -1.381409e+08 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 571 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 3 contains 37135 members 
Mstep: Class 4 contains 129086 members 
Mstep: Class 5 contains 173500 members 
Mstep: Class 7 contains 12263 members 
Mstep: Class 8 contains 12684 members 
Mstep: Class 9 contains 26254 members 
Mstep: Class 10 contains 53951 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 5019 members 
Mstep: Class 19 contains 43965 members 
Mstep: Class 20 contains 46448 members 
Mstep: Class 21 contains 1953 members 
Mstep: Class 22 contains 32784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138145904.000000 Penalty: 130650.507812
Iteration 21Q: 17 clusters Score -1.381459e+08 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 3 contains 37465 members 
Mstep: Class 4 contains 128963 members 
Mstep: Class 5 contains 173400 members 
Mstep: Class 7 contains 12299 members 
Mstep: Class 8 contains 12806 members 
Mstep: Class 9 contains 26211 members 
Mstep: Class 10 contains 53918 members 
Mstep: Class 13 contains 28544 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 5060 members 
Mstep: Class 19 contains 44034 members 
Mstep: Class 20 contains 46341 members 
Mstep: Class 21 contains 1950 members 
Mstep: Class 22 contains 32328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138146816.000000 Penalty: 130650.507812
Iteration 22Q: 17 clusters Score -1.381468e+08 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 3 contains 37831 members 
Mstep: Class 4 contains 128819 members 
Mstep: Class 5 contains 173319 members 
Mstep: Class 7 contains 12329 members 
Mstep: Class 8 contains 12935 members 
Mstep: Class 9 contains 26187 members 
Mstep: Class 10 contains 53887 members 
Mstep: Class 13 contains 28813 members 
Mstep: Class 14 contains 1546 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 5105 members 
Mstep: Class 19 contains 44115 members 
Mstep: Class 20 contains 46200 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 31900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138147728.000000 Penalty: 130650.507812
Iteration 23Q: 17 clusters Score -1.381477e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 3 contains 38206 members 
Mstep: Class 4 contains 128621 members 
Mstep: Class 5 contains 173252 members 
Mstep: Class 7 contains 12402 members 
Mstep: Class 8 contains 13052 members 
Mstep: Class 9 contains 26173 members 
Mstep: Class 10 contains 53857 members 
Mstep: Class 13 contains 29045 members 
Mstep: Class 14 contains 1547 members 
Mstep: Class 17 contains 1560 members 
Mstep: Class 18 contains 5157 members 
Mstep: Class 19 contains 44172 members 
Mstep: Class 20 contains 46063 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 31519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138147920.000000 Penalty: 130650.507812
Iteration 24Q: 17 clusters Score -1.381479e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 3 contains 38600 members 
Mstep: Class 4 contains 128356 members 
Mstep: Class 5 contains 173186 members 
Mstep: Class 7 contains 12532 members 
Mstep: Class 8 contains 13166 members 
Mstep: Class 9 contains 26178 members 
Mstep: Class 10 contains 53818 members 
Mstep: Class 13 contains 29248 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 44204 members 
Mstep: Class 20 contains 45926 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 31164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138148080.000000 Penalty: 130650.507812
Iteration 25Q: 17 clusters Score -1.381481e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 3 contains 39010 members 
Mstep: Class 4 contains 128059 members 
Mstep: Class 5 contains 173144 members 
Mstep: Class 7 contains 12657 members 
Mstep: Class 8 contains 13264 members 
Mstep: Class 9 contains 26213 members 
Mstep: Class 10 contains 53783 members 
Mstep: Class 13 contains 29401 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1564 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 44245 members 
Mstep: Class 20 contains 45801 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 30811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138149552.000000 Penalty: 130650.507812
Iteration 26Q: 17 clusters Score -1.381496e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 3 contains 39448 members 
Mstep: Class 4 contains 127787 members 
Mstep: Class 5 contains 173095 members 
Mstep: Class 7 contains 12744 members 
Mstep: Class 8 contains 13372 members 
Mstep: Class 9 contains 26257 members 
Mstep: Class 10 contains 53746 members 
Mstep: Class 13 contains 29537 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1565 members 
Mstep: Class 18 contains 5338 members 
Mstep: Class 19 contains 44280 members 
Mstep: Class 20 contains 45679 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 30462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138150192.000000 Penalty: 130650.507812
Iteration 27Q: 17 clusters Score -1.381502e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 3 contains 39885 members 
Mstep: Class 4 contains 127587 members 
Mstep: Class 5 contains 173060 members 
Mstep: Class 7 contains 12775 members 
Mstep: Class 8 contains 13473 members 
Mstep: Class 9 contains 26317 members 
Mstep: Class 10 contains 53703 members 
Mstep: Class 13 contains 29642 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 5413 members 
Mstep: Class 19 contains 44310 members 
Mstep: Class 20 contains 45544 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 30126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138150768.000000 Penalty: 130650.507812
Iteration 28Q: 17 clusters Score -1.381508e+08 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 3 contains 40330 members 
Mstep: Class 4 contains 127475 members 
Mstep: Class 5 contains 173002 members 
Mstep: Class 7 contains 12709 members 
Mstep: Class 8 contains 13592 members 
Mstep: Class 9 contains 26376 members 
Mstep: Class 10 contains 53664 members 
Mstep: Class 13 contains 29751 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1570 members 
Mstep: Class 18 contains 5480 members 
Mstep: Class 19 contains 44323 members 
Mstep: Class 20 contains 45405 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 29812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138151136.000000 Penalty: 130650.507812
Iteration 29Q: 17 clusters Score -1.381511e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 3 contains 40726 members 
Mstep: Class 4 contains 127428 members 
Mstep: Class 5 contains 172964 members 
Mstep: Class 7 contains 12574 members 
Mstep: Class 8 contains 13711 members 
Mstep: Class 9 contains 26438 members 
Mstep: Class 10 contains 53632 members 
Mstep: Class 13 contains 29823 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1572 members 
Mstep: Class 18 contains 5536 members 
Mstep: Class 19 contains 44338 members 
Mstep: Class 20 contains 45275 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 29551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138151264.000000 Penalty: 130650.507812
Iteration 30Q: 17 clusters Score -1.381513e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 3 contains 41128 members 
Mstep: Class 4 contains 127420 members 
Mstep: Class 5 contains 172919 members 
Mstep: Class 7 contains 12425 members 
Mstep: Class 8 contains 13783 members 
Mstep: Class 9 contains 26490 members 
Mstep: Class 10 contains 53585 members 
Mstep: Class 13 contains 29885 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1573 members 
Mstep: Class 18 contains 5585 members 
Mstep: Class 19 contains 44348 members 
Mstep: Class 20 contains 45163 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 29322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138151504.000000 Penalty: 130650.507812
Iteration 31Q: 17 clusters Score -1.381515e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 3 contains 41537 members 
Mstep: Class 4 contains 127428 members 
Mstep: Class 5 contains 172853 members 
Mstep: Class 7 contains 12258 members 
Mstep: Class 8 contains 13846 members 
Mstep: Class 9 contains 26538 members 
Mstep: Class 10 contains 53543 members 
Mstep: Class 13 contains 29940 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1575 members 
Mstep: Class 18 contains 5631 members 
Mstep: Class 19 contains 44371 members 
Mstep: Class 20 contains 45043 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 29117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138151760.000000 Penalty: 130650.507812
Iteration 32Q: 17 clusters Score -1.381518e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 3 contains 41934 members 
Mstep: Class 4 contains 127413 members 
Mstep: Class 5 contains 172833 members 
Mstep: Class 7 contains 12133 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 26582 members 
Mstep: Class 10 contains 53491 members 
Mstep: Class 13 contains 29975 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1576 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 44390 members 
Mstep: Class 20 contains 44918 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 28904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138152208.000000 Penalty: 130650.507812
Iteration 33Q: 17 clusters Score -1.381522e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 3 contains 42302 members 
Mstep: Class 4 contains 127426 members 
Mstep: Class 5 contains 172790 members 
Mstep: Class 7 contains 12026 members 
Mstep: Class 8 contains 13984 members 
Mstep: Class 9 contains 26618 members 
Mstep: Class 10 contains 53435 members 
Mstep: Class 13 contains 30013 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1576 members 
Mstep: Class 18 contains 5715 members 
Mstep: Class 19 contains 44394 members 
Mstep: Class 20 contains 44787 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 28717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138152304.000000 Penalty: 130650.507812
Iteration 34Q: 17 clusters Score -1.381523e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 3 contains 42682 members 
Mstep: Class 4 contains 127432 members 
Mstep: Class 5 contains 172760 members 
Mstep: Class 7 contains 11937 members 
Mstep: Class 8 contains 14045 members 
Mstep: Class 9 contains 26649 members 
Mstep: Class 10 contains 53377 members 
Mstep: Class 13 contains 30046 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1576 members 
Mstep: Class 18 contains 5769 members 
Mstep: Class 19 contains 44401 members 
Mstep: Class 20 contains 44638 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 28503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138152528.000000 Penalty: 130650.507812
Iteration 35Q: 17 clusters Score -1.381525e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 3 contains 43064 members 
Mstep: Class 4 contains 127450 members 
Mstep: Class 5 contains 172719 members 
Mstep: Class 7 contains 11854 members 
Mstep: Class 8 contains 14098 members 
Mstep: Class 9 contains 26672 members 
Mstep: Class 10 contains 53318 members 
Mstep: Class 13 contains 30075 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1577 members 
Mstep: Class 18 contains 5815 members 
Mstep: Class 19 contains 44399 members 
Mstep: Class 20 contains 44482 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 28317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138152784.000000 Penalty: 130650.507812
Iteration 36Q: 17 clusters Score -1.381528e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 3 contains 43435 members 
Mstep: Class 4 contains 127473 members 
Mstep: Class 5 contains 172661 members 
Mstep: Class 7 contains 11771 members 
Mstep: Class 8 contains 14176 members 
Mstep: Class 9 contains 26685 members 
Mstep: Class 10 contains 53260 members 
Mstep: Class 13 contains 30108 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1577 members 
Mstep: Class 18 contains 5858 members 
Mstep: Class 19 contains 44401 members 
Mstep: Class 20 contains 44328 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 28131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138153056.000000 Penalty: 130650.507812
Iteration 37Q: 17 clusters Score -1.381531e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 3 contains 43808 members 
Mstep: Class 4 contains 127486 members 
Mstep: Class 5 contains 172613 members 
Mstep: Class 7 contains 11670 members 
Mstep: Class 8 contains 14236 members 
Mstep: Class 9 contains 26707 members 
Mstep: Class 10 contains 53207 members 
Mstep: Class 13 contains 30141 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1578 members 
Mstep: Class 18 contains 5901 members 
Mstep: Class 19 contains 44412 members 
Mstep: Class 20 contains 44172 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 27945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138153440.000000 Penalty: 130650.507812
Iteration 38Q: 17 clusters Score -1.381534e+08 nChanged 974
Entering ConstructFrom: 
Score: -138153440.000000 Penalty: 130650.507812
Entering ConstructFrom: 
Trying to split cluster 1 (8466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Entering Unmasked Estep 
Score: -1829972.250000 Penalty: 5539.335938
	Iteration 0F: 2 clusters Score -1829972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1820715.500000 Penalty: 11078.671875
	Iteration 0F: 3 clusters Score -1820716 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1822998.875000 Penalty: 11078.671875
	Iteration 1F: 3 clusters Score -1822999 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1824064.250000 Penalty: 11078.671875
	Iteration 2F: 3 clusters Score -1824064 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1824941.375000 Penalty: 11078.671875
	Iteration 3F: 3 clusters Score -1824941 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1825810.250000 Penalty: 11078.671875
	Iteration 4F: 3 clusters Score -1825810 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1826777.625000 Penalty: 11078.671875
	Iteration 5F: 3 clusters Score -1826778 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1827696.500000 Penalty: 11078.671875
	Iteration 6F: 3 clusters Score -1827696 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1828558.500000 Penalty: 11078.671875
	Iteration 7F: 3 clusters Score -1828558 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1829549.250000 Penalty: 11078.671875
	Iteration 8F: 3 clusters Score -1829549 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1830543.125000 Penalty: 11078.671875
	Iteration 9F: 3 clusters Score -1830543 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1831476.375000 Penalty: 11078.671875
	Iteration 10Q: 3 clusters Score -1831476 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1832098.750000 Penalty: 11078.671875
	Iteration 11Q: 3 clusters Score -1832099 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1832435.500000 Penalty: 11078.671875
	Iteration 12Q: 3 clusters Score -1832436 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1832596.625000 Penalty: 11078.671875
	Iteration 13Q: 3 clusters Score -1832597 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1832672.625000 Penalty: 11078.671875
	Iteration 14Q: 3 clusters Score -1832673 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1832728.625000 Penalty: 11078.671875
	Iteration 15Q: 3 clusters Score -1832729 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1832757.375000 Penalty: 11078.671875
	Iteration 16Q: 3 clusters Score -1832757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1832778.625000 Penalty: 11078.671875
	Iteration 17Q: 3 clusters Score -1832779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1832794.625000 Penalty: 11078.671875
	Iteration 18Q: 3 clusters Score -1832795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1832811.125000 Penalty: 11078.671875
	Iteration 19Q: 3 clusters Score -1832811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1832827.250000 Penalty: 11078.671875
	Iteration 20F: 3 clusters Score -1832827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1832839.875000 Penalty: 11078.671875
	Iteration 21Q: 3 clusters Score -1832840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1832845.625000 Penalty: 11078.671875
	Iteration 22Q: 3 clusters Score -1832846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1832850.875000 Penalty: 11078.671875
	Iteration 23Q: 3 clusters Score -1832851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1832852.000000 Penalty: 11078.671875
	Iteration 24Q: 3 clusters Score -1832852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1832850.000000 Penalty: 11078.671875
	Iteration 25Q: 3 clusters Score -1832850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1832854.000000 Penalty: 11078.671875
	Iteration 26Q: 3 clusters Score -1832854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1832854.375000 Penalty: 11078.671875
	Iteration 27Q: 3 clusters Score -1832854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1832854.375000 Penalty: 11078.671875
	Iteration 28F: 3 clusters Score -1832854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3251 members 
Mstep: Class 3 contains 44136 members 
Mstep: Class 4 contains 127508 members 
Mstep: Class 5 contains 172604 members 
Mstep: Class 7 contains 11570 members 
Mstep: Class 8 contains 14322 members 
Mstep: Class 9 contains 26715 members 
Mstep: Class 10 contains 53160 members 
Mstep: Class 13 contains 30164 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 5936 members 
Mstep: Class 19 contains 44416 members 
Mstep: Class 20 contains 44010 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 27781 members 
Entering Unmasked Estep 
Score: -138154288.000000 Penalty: 138816.156250
Splitting cluster 1 changes total score from -138153440.000000 to -138154288.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (44136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Entering Unmasked Estep 
Score: -10032000.000000 Penalty: 6550.706543
	Iteration 0F: 2 clusters Score -1.0032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -10000070.000000 Penalty: 13101.413086
	Iteration 0F: 3 clusters Score -1.000007e+07 nChanged 19276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -10010429.000000 Penalty: 13101.413086
	Iteration 1F: 3 clusters Score -1.001043e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -10011876.000000 Penalty: 13101.413086
	Iteration 2F: 3 clusters Score -1.001188e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -10014001.000000 Penalty: 13101.413086
	Iteration 3F: 3 clusters Score -1.0014e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -10016987.000000 Penalty: 13101.413086
	Iteration 4F: 3 clusters Score -1.001699e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -10020480.000000 Penalty: 13101.413086
	Iteration 5F: 3 clusters Score -1.002048e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -10023946.000000 Penalty: 13101.413086
	Iteration 6F: 3 clusters Score -1.002395e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -10026542.000000 Penalty: 13101.413086
	Iteration 7F: 3 clusters Score -1.002654e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -10028386.000000 Penalty: 13101.413086
	Iteration 8Q: 3 clusters Score -1.002839e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -10029796.000000 Penalty: 13101.413086
	Iteration 9Q: 3 clusters Score -1.00298e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -10030744.000000 Penalty: 13101.413086
	Iteration 10Q: 3 clusters Score -1.003074e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -10031260.000000 Penalty: 13101.413086
	Iteration 11Q: 3 clusters Score -1.003126e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -10031501.000000 Penalty: 13101.413086
	Iteration 12Q: 3 clusters Score -1.00315e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -10031727.000000 Penalty: 13101.413086
	Iteration 13Q: 3 clusters Score -1.003173e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -10031824.000000 Penalty: 13101.413086
	Iteration 14Q: 3 clusters Score -1.003182e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -10031936.000000 Penalty: 13101.413086
	Iteration 15Q: 3 clusters Score -1.003194e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -10032055.000000 Penalty: 13101.413086
	Iteration 16Q: 3 clusters Score -1.003206e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -10032159.000000 Penalty: 13101.413086
	Iteration 17Q: 3 clusters Score -1.003216e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -10032312.000000 Penalty: 13101.413086
	Iteration 18Q: 3 clusters Score -1.003231e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -10032482.000000 Penalty: 13101.413086
	Iteration 19Q: 3 clusters Score -1.003248e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -10032656.000000 Penalty: 13101.413086
	Iteration 20F: 3 clusters Score -1.003266e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -10032836.000000 Penalty: 13101.413086
	Iteration 21Q: 3 clusters Score -1.003284e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -10032921.000000 Penalty: 13101.413086
	Iteration 22Q: 3 clusters Score -1.003292e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -10032982.000000 Penalty: 13101.413086
	Iteration 23Q: 3 clusters Score -1.003298e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -10033000.000000 Penalty: 13101.413086
	Iteration 24Q: 3 clusters Score -1.0033e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -10033037.000000 Penalty: 13101.413086
	Iteration 25Q: 3 clusters Score -1.003304e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -10033057.000000 Penalty: 13101.413086
	Iteration 26Q: 3 clusters Score -1.003306e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -10033071.000000 Penalty: 13101.413086
	Iteration 27Q: 3 clusters Score -1.003307e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -10033059.000000 Penalty: 13101.413086
	Iteration 28Q: 3 clusters Score -1.003306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -10033077.000000 Penalty: 13101.413086
	Iteration 29Q: 3 clusters Score -1.003308e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -10033083.000000 Penalty: 13101.413086
	Iteration 30Q: 3 clusters Score -1.003308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -10033069.000000 Penalty: 13101.413086
	Iteration 31Q: 3 clusters Score -1.003307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -10033064.000000 Penalty: 13101.413086
	Iteration 32Q: 3 clusters Score -1.003306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -10033060.000000 Penalty: 13101.413086
	Iteration 33Q: 3 clusters Score -1.003306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -10033058.000000 Penalty: 13101.413086
	Iteration 34Q: 3 clusters Score -1.003306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -10033060.000000 Penalty: 13101.413086
	Iteration 35Q: 3 clusters Score -1.003306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -10033057.000000 Penalty: 13101.413086
	Iteration 36Q: 3 clusters Score -1.003306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -10033059.000000 Penalty: 13101.413086
	Iteration 37Q: 3 clusters Score -1.003306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -10033058.000000 Penalty: 13101.413086
	Iteration 38Q: 3 clusters Score -1.003306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -10033055.000000 Penalty: 13101.413086
	Iteration 39Q: 3 clusters Score -1.003306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -10033055.000000 Penalty: 13101.413086
	Iteration 40F: 3 clusters Score -1.003306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3251 members 
Mstep: Class 3 contains 37241 members 
Mstep: Class 4 contains 127508 members 
Mstep: Class 5 contains 172604 members 
Mstep: Class 6 contains 6895 members 
Mstep: Class 7 contains 11570 members 
Mstep: Class 8 contains 14322 members 
Mstep: Class 9 contains 26715 members 
Mstep: Class 10 contains 53160 members 
Mstep: Class 13 contains 30164 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 5936 members 
Mstep: Class 19 contains 44416 members 
Mstep: Class 20 contains 44010 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 27781 members 
Entering Unmasked Estep 
Score: -138153568.000000 Penalty: 146981.812500
Splitting cluster 3 changes total score from -138153440.000000 to -138153568.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 4 (127508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127508 members 
Entering Unmasked Estep 
Score: -29242268.000000 Penalty: 7200.510254
	Iteration 0F: 2 clusters Score -2.924227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 63851 members 
Entering Unmasked Estep 
Score: -29156810.000000 Penalty: 14401.020508
	Iteration 0F: 3 clusters Score -2.915681e+07 nChanged 58962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 65311 members 
Entering Unmasked Estep 
Score: -29191420.000000 Penalty: 14401.020508
	Iteration 1F: 3 clusters Score -2.919142e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -29195506.000000 Penalty: 14401.020508
	Iteration 2F: 3 clusters Score -2.919551e+07 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 67918 members 
Entering Unmasked Estep 
Score: -29201354.000000 Penalty: 14401.020508
	Iteration 3F: 3 clusters Score -2.920135e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 70216 members 
Entering Unmasked Estep 
Score: -29207356.000000 Penalty: 14401.020508
	Iteration 4F: 3 clusters Score -2.920736e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
Score: -29212838.000000 Penalty: 14401.020508
	Iteration 5F: 3 clusters Score -2.921284e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 76473 members 
Entering Unmasked Estep 
Score: -29217338.000000 Penalty: 14401.020508
	Iteration 6F: 3 clusters Score -2.921734e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 80174 members 
Entering Unmasked Estep 
Score: -29220734.000000 Penalty: 14401.020508
	Iteration 7F: 3 clusters Score -2.922073e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 84000 members 
Entering Unmasked Estep 
Score: -29223128.000000 Penalty: 14401.020508
	Iteration 8Q: 3 clusters Score -2.922313e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 87984 members 
Entering Unmasked Estep 
Score: -29225094.000000 Penalty: 14401.020508
	Iteration 9Q: 3 clusters Score -2.922509e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 91880 members 
Entering Unmasked Estep 
Score: -29226730.000000 Penalty: 14401.020508
	Iteration 10Q: 3 clusters Score -2.922673e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -29228454.000000 Penalty: 14401.020508
	Iteration 11Q: 3 clusters Score -2.922845e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 99356 members 
Entering Unmasked Estep 
Score: -29230172.000000 Penalty: 14401.020508
	Iteration 12Q: 3 clusters Score -2.923017e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 102827 members 
Entering Unmasked Estep 
Score: -29231664.000000 Penalty: 14401.020508
	Iteration 13Q: 3 clusters Score -2.923166e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 105981 members 
Entering Unmasked Estep 
Score: -29233044.000000 Penalty: 14401.020508
	Iteration 14Q: 3 clusters Score -2.923304e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 108829 members 
Entering Unmasked Estep 
Score: -29234024.000000 Penalty: 14401.020508
	Iteration 15Q: 3 clusters Score -2.923402e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 111308 members 
Entering Unmasked Estep 
Score: -29235200.000000 Penalty: 14401.020508
	Iteration 16Q: 3 clusters Score -2.92352e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 113413 members 
Entering Unmasked Estep 
Score: -29236210.000000 Penalty: 14401.020508
	Iteration 17Q: 3 clusters Score -2.923621e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 115134 members 
Entering Unmasked Estep 
Score: -29237036.000000 Penalty: 14401.020508
	Iteration 18Q: 3 clusters Score -2.923704e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 116446 members 
Entering Unmasked Estep 
Score: -29237562.000000 Penalty: 14401.020508
	Iteration 19Q: 3 clusters Score -2.923756e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 117400 members 
Entering Unmasked Estep 
Score: -29237936.000000 Penalty: 14401.020508
	Iteration 20F: 3 clusters Score -2.923794e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 118199 members 
Entering Unmasked Estep 
Score: -29238326.000000 Penalty: 14401.020508
	Iteration 21Q: 3 clusters Score -2.923833e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 118847 members 
Entering Unmasked Estep 
Score: -29238662.000000 Penalty: 14401.020508
	Iteration 22Q: 3 clusters Score -2.923866e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 119326 members 
Entering Unmasked Estep 
Score: -29239054.000000 Penalty: 14401.020508
	Iteration 23Q: 3 clusters Score -2.923905e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 119705 members 
Entering Unmasked Estep 
Score: -29239454.000000 Penalty: 14401.020508
	Iteration 24Q: 3 clusters Score -2.923945e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 120020 members 
Entering Unmasked Estep 
Score: -29239726.000000 Penalty: 14401.020508
	Iteration 25Q: 3 clusters Score -2.923973e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 120260 members 
Entering Unmasked Estep 
Score: -29239924.000000 Penalty: 14401.020508
	Iteration 26Q: 3 clusters Score -2.923992e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 120420 members 
Entering Unmasked Estep 
Score: -29240136.000000 Penalty: 14401.020508
	Iteration 27Q: 3 clusters Score -2.924014e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 120487 members 
Entering Unmasked Estep 
Score: -29240146.000000 Penalty: 14401.020508
	Iteration 28Q: 3 clusters Score -2.924015e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 120558 members 
Entering Unmasked Estep 
Score: -29240190.000000 Penalty: 14401.020508
	Iteration 29Q: 3 clusters Score -2.924019e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 120608 members 
Entering Unmasked Estep 
Score: -29240226.000000 Penalty: 14401.020508
	Iteration 30Q: 3 clusters Score -2.924023e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 120655 members 
Entering Unmasked Estep 
Score: -29240226.000000 Penalty: 14401.020508
	Iteration 31Q: 3 clusters Score -2.924023e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 120679 members 
Entering Unmasked Estep 
Score: -29240222.000000 Penalty: 14401.020508
	Iteration 32Q: 3 clusters Score -2.924022e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 120711 members 
Entering Unmasked Estep 
Score: -29240240.000000 Penalty: 14401.020508
	Iteration 33Q: 3 clusters Score -2.924024e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 120731 members 
Entering Unmasked Estep 
Score: -29240346.000000 Penalty: 14401.020508
	Iteration 34Q: 3 clusters Score -2.924035e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 120740 members 
Entering Unmasked Estep 
Score: -29240336.000000 Penalty: 14401.020508
	Iteration 35Q: 3 clusters Score -2.924034e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 120759 members 
Entering Unmasked Estep 
Score: -29240410.000000 Penalty: 14401.020508
	Iteration 36Q: 3 clusters Score -2.924041e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 120787 members 
Entering Unmasked Estep 
Score: -29240478.000000 Penalty: 14401.020508
	Iteration 37Q: 3 clusters Score -2.924048e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 120799 members 
Entering Unmasked Estep 
Score: -29240470.000000 Penalty: 14401.020508
	Iteration 38Q: 3 clusters Score -2.924047e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 120797 members 
Entering Unmasked Estep 
Score: -29240472.000000 Penalty: 14401.020508
	Iteration 39Q: 3 clusters Score -2.924047e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 120812 members 
Entering Unmasked Estep 
Score: -29240512.000000 Penalty: 14401.020508
	Iteration 40F: 3 clusters Score -2.924051e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 120830 members 
Entering Unmasked Estep 
Score: -29240484.000000 Penalty: 14401.020508
	Iteration 41Q: 3 clusters Score -2.924048e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 120838 members 
Entering Unmasked Estep 
Score: -29240482.000000 Penalty: 14401.020508
	Iteration 42Q: 3 clusters Score -2.924048e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 120848 members 
Entering Unmasked Estep 
Score: -29240486.000000 Penalty: 14401.020508
	Iteration 43Q: 3 clusters Score -2.924049e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 120857 members 
Entering Unmasked Estep 
Score: -29240500.000000 Penalty: 14401.020508
	Iteration 44Q: 3 clusters Score -2.92405e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 120863 members 
Entering Unmasked Estep 
Score: -29240518.000000 Penalty: 14401.020508
	Iteration 45Q: 3 clusters Score -2.924052e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 120864 members 
Entering Unmasked Estep 
Score: -29240510.000000 Penalty: 14401.020508
	Iteration 46Q: 3 clusters Score -2.924051e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 120866 members 
Entering Unmasked Estep 
Score: -29240482.000000 Penalty: 14401.020508
	Iteration 47Q: 3 clusters Score -2.924048e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 120869 members 
Entering Unmasked Estep 
Score: -29240496.000000 Penalty: 14401.020508
	Iteration 48Q: 3 clusters Score -2.92405e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 120871 members 
Entering Unmasked Estep 
Score: -29240530.000000 Penalty: 14401.020508
	Iteration 49Q: 3 clusters Score -2.924053e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 120882 members 
Entering Unmasked Estep 
Score: -29240542.000000 Penalty: 14401.020508
	Iteration 50Q: 3 clusters Score -2.924054e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 120894 members 
Entering Unmasked Estep 
Score: -29240528.000000 Penalty: 14401.020508
	Iteration 51Q: 3 clusters Score -2.924053e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 120903 members 
Entering Unmasked Estep 
Score: -29240554.000000 Penalty: 14401.020508
	Iteration 52Q: 3 clusters Score -2.924055e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 120908 members 
Entering Unmasked Estep 
Score: -29240550.000000 Penalty: 14401.020508
	Iteration 53Q: 3 clusters Score -2.924055e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 120917 members 
Entering Unmasked Estep 
Score: -29240550.000000 Penalty: 14401.020508
	Iteration 54Q: 3 clusters Score -2.924055e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 120924 members 
Entering Unmasked Estep 
Score: -29240558.000000 Penalty: 14401.020508
	Iteration 55Q: 3 clusters Score -2.924056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 120924 members 
Entering Unmasked Estep 
Score: -29240544.000000 Penalty: 14401.020508
	Iteration 56Q: 3 clusters Score -2.924054e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 120918 members 
Entering Unmasked Estep 
Score: -29240562.000000 Penalty: 14401.020508
	Iteration 57Q: 3 clusters Score -2.924056e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 120914 members 
Entering Unmasked Estep 
Score: -29240558.000000 Penalty: 14401.020508
	Iteration 58Q: 3 clusters Score -2.924056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 120908 members 
Entering Unmasked Estep 
Score: -29240546.000000 Penalty: 14401.020508
	Iteration 59Q: 3 clusters Score -2.924055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 120906 members 
Entering Unmasked Estep 
Score: -29240540.000000 Penalty: 14401.020508
	Iteration 60F: 3 clusters Score -2.924054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 120907 members 
Entering Unmasked Estep 
Score: -29240542.000000 Penalty: 14401.020508
	Iteration 61Q: 3 clusters Score -2.924054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 120908 members 
Entering Unmasked Estep 
Score: -29240550.000000 Penalty: 14401.020508
	Iteration 62Q: 3 clusters Score -2.924055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 120906 members 
Entering Unmasked Estep 
Score: -29240544.000000 Penalty: 14401.020508
	Iteration 63Q: 3 clusters Score -2.924054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 120905 members 
Entering Unmasked Estep 
Score: -29240532.000000 Penalty: 14401.020508
	Iteration 64Q: 3 clusters Score -2.924053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 120903 members 
Entering Unmasked Estep 
Score: -29240524.000000 Penalty: 14401.020508
	Iteration 65Q: 3 clusters Score -2.924052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 120902 members 
Entering Unmasked Estep 
Score: -29240536.000000 Penalty: 14401.020508
	Iteration 66Q: 3 clusters Score -2.924054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 120899 members 
Entering Unmasked Estep 
Score: -29240530.000000 Penalty: 14401.020508
	Iteration 67Q: 3 clusters Score -2.924053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 120897 members 
Entering Unmasked Estep 
Score: -29240522.000000 Penalty: 14401.020508
	Iteration 68Q: 3 clusters Score -2.924052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 120896 members 
Entering Unmasked Estep 
Score: -29240512.000000 Penalty: 14401.020508
	Iteration 69Q: 3 clusters Score -2.924051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 120897 members 
Entering Unmasked Estep 
Score: -29240536.000000 Penalty: 14401.020508
	Iteration 70Q: 3 clusters Score -2.924054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 120896 members 
Entering Unmasked Estep 
Score: -29240550.000000 Penalty: 14401.020508
	Iteration 71Q: 3 clusters Score -2.924055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 120894 members 
Entering Unmasked Estep 
Score: -29240554.000000 Penalty: 14401.020508
	Iteration 72Q: 3 clusters Score -2.924055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 120897 members 
Entering Unmasked Estep 
Score: -29240532.000000 Penalty: 14401.020508
	Iteration 73Q: 3 clusters Score -2.924053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 120900 members 
Entering Unmasked Estep 
Score: -29240560.000000 Penalty: 14401.020508
	Iteration 74Q: 3 clusters Score -2.924056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 120906 members 
Entering Unmasked Estep 
Score: -29240538.000000 Penalty: 14401.020508
	Iteration 75Q: 3 clusters Score -2.924054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 120912 members 
Entering Unmasked Estep 
Score: -29240540.000000 Penalty: 14401.020508
	Iteration 76Q: 3 clusters Score -2.924054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 120912 members 
Entering Unmasked Estep 
Score: -29240570.000000 Penalty: 14401.020508
	Iteration 77Q: 3 clusters Score -2.924057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 120914 members 
Entering Unmasked Estep 
Score: -29240544.000000 Penalty: 14401.020508
	Iteration 78Q: 3 clusters Score -2.924054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 120912 members 
Entering Unmasked Estep 
Score: -29240540.000000 Penalty: 14401.020508
	Iteration 79Q: 3 clusters Score -2.924054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 120904 members 
Entering Unmasked Estep 
Score: -29240550.000000 Penalty: 14401.020508
	Iteration 80F: 3 clusters Score -2.924055e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 120900 members 
Entering Unmasked Estep 
Score: -29240584.000000 Penalty: 14401.020508
	Iteration 81Q: 3 clusters Score -2.924058e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 120886 members 
Entering Unmasked Estep 
Score: -29240596.000000 Penalty: 14401.020508
	Iteration 82Q: 3 clusters Score -2.92406e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 120884 members 
Entering Unmasked Estep 
Score: -29240562.000000 Penalty: 14401.020508
	Iteration 83Q: 3 clusters Score -2.924056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 120882 members 
Entering Unmasked Estep 
Score: -29240584.000000 Penalty: 14401.020508
	Iteration 84Q: 3 clusters Score -2.924058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 120882 members 
Entering Unmasked Estep 
Score: -29240558.000000 Penalty: 14401.020508
	Iteration 85Q: 3 clusters Score -2.924056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 120883 members 
Entering Unmasked Estep 
Score: -29240574.000000 Penalty: 14401.020508
	Iteration 86Q: 3 clusters Score -2.924057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 120882 members 
Entering Unmasked Estep 
Score: -29240542.000000 Penalty: 14401.020508
	Iteration 87Q: 3 clusters Score -2.924054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 120882 members 
Entering Unmasked Estep 
Score: -29240558.000000 Penalty: 14401.020508
	Iteration 88Q: 3 clusters Score -2.924056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 120883 members 
Entering Unmasked Estep 
Score: -29240548.000000 Penalty: 14401.020508
	Iteration 89Q: 3 clusters Score -2.924055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 120882 members 
Entering Unmasked Estep 
Score: -29240556.000000 Penalty: 14401.020508
	Iteration 90Q: 3 clusters Score -2.924056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 120881 members 
Entering Unmasked Estep 
Score: -29240558.000000 Penalty: 14401.020508
	Iteration 91Q: 3 clusters Score -2.924056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 120882 members 
Entering Unmasked Estep 
Score: -29240580.000000 Penalty: 14401.020508
	Iteration 92Q: 3 clusters Score -2.924058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 120880 members 
Entering Unmasked Estep 
Score: -29240568.000000 Penalty: 14401.020508
	Iteration 93Q: 3 clusters Score -2.924057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 120877 members 
Entering Unmasked Estep 
Score: -29240578.000000 Penalty: 14401.020508
	Iteration 94Q: 3 clusters Score -2.924058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 120876 members 
Entering Unmasked Estep 
Score: -29240570.000000 Penalty: 14401.020508
	Iteration 95Q: 3 clusters Score -2.924057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 120880 members 
Entering Unmasked Estep 
Score: -29240580.000000 Penalty: 14401.020508
	Iteration 96Q: 3 clusters Score -2.924058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 120882 members 
Entering Unmasked Estep 
Score: -29240596.000000 Penalty: 14401.020508
	Iteration 97Q: 3 clusters Score -2.92406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 120887 members 
Entering Unmasked Estep 
Score: -29240610.000000 Penalty: 14401.020508
	Iteration 98Q: 3 clusters Score -2.924061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 120888 members 
Entering Unmasked Estep 
Score: -29240632.000000 Penalty: 14401.020508
	Iteration 99Q: 3 clusters Score -2.924063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 120886 members 
Entering Unmasked Estep 
Score: -29240612.000000 Penalty: 14401.020508
	Iteration 100F: 3 clusters Score -2.924061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 120887 members 
Entering Unmasked Estep 
Score: -29240616.000000 Penalty: 14401.020508
	Iteration 101Q: 3 clusters Score -2.924062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 120888 members 
Entering Unmasked Estep 
Score: -29240614.000000 Penalty: 14401.020508
	Iteration 102Q: 3 clusters Score -2.924061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 120888 members 
Entering Unmasked Estep 
Score: -29240614.000000 Penalty: 14401.020508
	Iteration 103F: 3 clusters Score -2.924061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (172604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172604 members 
Entering Unmasked Estep 
Score: -39038868.000000 Penalty: 7385.987305
	Iteration 0F: 2 clusters Score -3.903887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86194 members 
Mstep: Class 2 contains 86410 members 
Entering Unmasked Estep 
Score: -38922496.000000 Penalty: 14771.974609
	Iteration 0F: 3 clusters Score -3.89225e+07 nChanged 80747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84651 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -38967948.000000 Penalty: 14771.974609
	Iteration 1F: 3 clusters Score -3.896795e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83542 members 
Mstep: Class 2 contains 89062 members 
Entering Unmasked Estep 
Score: -38969448.000000 Penalty: 14771.974609
	Iteration 2Q: 3 clusters Score -3.896945e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 90570 members 
Entering Unmasked Estep 
Score: -38970704.000000 Penalty: 14771.974609
	Iteration 3Q: 3 clusters Score -3.89707e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 92875 members 
Entering Unmasked Estep 
Score: -38972032.000000 Penalty: 14771.974609
	Iteration 4Q: 3 clusters Score -3.897203e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 96273 members 
Entering Unmasked Estep 
Score: -38973760.000000 Penalty: 14771.974609
	Iteration 5Q: 3 clusters Score -3.897376e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 101148 members 
Entering Unmasked Estep 
Score: -38976476.000000 Penalty: 14771.974609
	Iteration 6Q: 3 clusters Score -3.897648e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 107829 members 
Entering Unmasked Estep 
Score: -38980248.000000 Penalty: 14771.974609
	Iteration 7Q: 3 clusters Score -3.898025e+07 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 116779 members 
Entering Unmasked Estep 
Score: -38985752.000000 Penalty: 14771.974609
	Iteration 8F: 3 clusters Score -3.898575e+07 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 128338 members 
Entering Unmasked Estep 
Score: -38994404.000000 Penalty: 14771.974609
	Iteration 9F: 3 clusters Score -3.89944e+07 nChanged 13025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 141235 members 
Entering Unmasked Estep 
Score: -39005528.000000 Penalty: 14771.974609
	Iteration 10F: 3 clusters Score -3.900553e+07 nChanged 12176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 153321 members 
Entering Unmasked Estep 
Score: -39016432.000000 Penalty: 14771.974609
	Iteration 11F: 3 clusters Score -3.901643e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 162215 members 
Entering Unmasked Estep 
Score: -39024852.000000 Penalty: 14771.974609
	Iteration 12F: 3 clusters Score -3.902485e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 167236 members 
Entering Unmasked Estep 
Score: -39029128.000000 Penalty: 14771.974609
	Iteration 13Q: 3 clusters Score -3.902913e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 169603 members 
Entering Unmasked Estep 
Score: -39031220.000000 Penalty: 14771.974609
	Iteration 14Q: 3 clusters Score -3.903122e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 170611 members 
Entering Unmasked Estep 
Score: -39032164.000000 Penalty: 14771.974609
	Iteration 15Q: 3 clusters Score -3.903216e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 171066 members 
Entering Unmasked Estep 
Score: -39032624.000000 Penalty: 14771.974609
	Iteration 16Q: 3 clusters Score -3.903262e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 171276 members 
Entering Unmasked Estep 
Score: -39032816.000000 Penalty: 14771.974609
	Iteration 17Q: 3 clusters Score -3.903282e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 171376 members 
Entering Unmasked Estep 
Score: -39032876.000000 Penalty: 14771.974609
	Iteration 18Q: 3 clusters Score -3.903288e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 171437 members 
Entering Unmasked Estep 
Score: -39032972.000000 Penalty: 14771.974609
	Iteration 19Q: 3 clusters Score -3.903297e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 171487 members 
Entering Unmasked Estep 
Score: -39033072.000000 Penalty: 14771.974609
	Iteration 20F: 3 clusters Score -3.903307e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 171521 members 
Entering Unmasked Estep 
Score: -39033100.000000 Penalty: 14771.974609
	Iteration 21Q: 3 clusters Score -3.90331e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 171545 members 
Entering Unmasked Estep 
Score: -39033120.000000 Penalty: 14771.974609
	Iteration 22Q: 3 clusters Score -3.903312e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 171557 members 
Entering Unmasked Estep 
Score: -39033136.000000 Penalty: 14771.974609
	Iteration 23Q: 3 clusters Score -3.903314e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 171568 members 
Entering Unmasked Estep 
Score: -39033164.000000 Penalty: 14771.974609
	Iteration 24Q: 3 clusters Score -3.903316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 171575 members 
Entering Unmasked Estep 
Score: -39033176.000000 Penalty: 14771.974609
	Iteration 25Q: 3 clusters Score -3.903318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 171581 members 
Entering Unmasked Estep 
Score: -39033148.000000 Penalty: 14771.974609
	Iteration 26Q: 3 clusters Score -3.903315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 171584 members 
Entering Unmasked Estep 
Score: -39033184.000000 Penalty: 14771.974609
	Iteration 27Q: 3 clusters Score -3.903318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 171585 members 
Entering Unmasked Estep 
Score: -39033200.000000 Penalty: 14771.974609
	Iteration 28Q: 3 clusters Score -3.90332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 171586 members 
Entering Unmasked Estep 
Score: -39033192.000000 Penalty: 14771.974609
	Iteration 29Q: 3 clusters Score -3.903319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 171586 members 
Entering Unmasked Estep 
Score: -39033204.000000 Penalty: 14771.974609
	Iteration 30Q: 3 clusters Score -3.90332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 171588 members 
Entering Unmasked Estep 
Score: -39033172.000000 Penalty: 14771.974609
	Iteration 31Q: 3 clusters Score -3.903317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 171586 members 
Entering Unmasked Estep 
Score: -39033168.000000 Penalty: 14771.974609
	Iteration 32Q: 3 clusters Score -3.903317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 171586 members 
Entering Unmasked Estep 
Score: -39033168.000000 Penalty: 14771.974609
	Iteration 33F: 3 clusters Score -3.903317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Entering Unmasked Estep 
Score: -2649704.750000 Penalty: 5730.654297
	Iteration 0F: 2 clusters Score -2649705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2638521.500000 Penalty: 11461.308594
	Iteration 0F: 3 clusters Score -2638522 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2640917.750000 Penalty: 11461.308594
	Iteration 1F: 3 clusters Score -2640918 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2641366.500000 Penalty: 11461.308594
	Iteration 2F: 3 clusters Score -2641366 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2641652.500000 Penalty: 11461.308594
	Iteration 3Q: 3 clusters Score -2641652 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2641871.250000 Penalty: 11461.308594
	Iteration 4Q: 3 clusters Score -2641871 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2642043.000000 Penalty: 11461.308594
	Iteration 5Q: 3 clusters Score -2642043 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2642194.750000 Penalty: 11461.308594
	Iteration 6Q: 3 clusters Score -2642195 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2642323.250000 Penalty: 11461.308594
	Iteration 7Q: 3 clusters Score -2642323 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2642417.750000 Penalty: 11461.308594
	Iteration 8Q: 3 clusters Score -2642418 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2642529.250000 Penalty: 11461.308594
	Iteration 9Q: 3 clusters Score -2642529 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2642638.000000 Penalty: 11461.308594
	Iteration 10Q: 3 clusters Score -2642638 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2642750.250000 Penalty: 11461.308594
	Iteration 11Q: 3 clusters Score -2642750 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2642900.500000 Penalty: 11461.308594
	Iteration 12Q: 3 clusters Score -2642900 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2643078.000000 Penalty: 11461.308594
	Iteration 13Q: 3 clusters Score -2643078 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2643286.500000 Penalty: 11461.308594
	Iteration 14Q: 3 clusters Score -2643286 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2643512.750000 Penalty: 11461.308594
	Iteration 15Q: 3 clusters Score -2643513 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2643708.750000 Penalty: 11461.308594
	Iteration 16Q: 3 clusters Score -2643709 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2643872.000000 Penalty: 11461.308594
	Iteration 17Q: 3 clusters Score -2643872 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2644025.750000 Penalty: 11461.308594
	Iteration 18Q: 3 clusters Score -2644026 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2644180.250000 Penalty: 11461.308594
	Iteration 19Q: 3 clusters Score -2644180 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2644304.750000 Penalty: 11461.308594
	Iteration 20F: 3 clusters Score -2644305 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2644425.750000 Penalty: 11461.308594
	Iteration 21Q: 3 clusters Score -2644426 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2644535.500000 Penalty: 11461.308594
	Iteration 22Q: 3 clusters Score -2644536 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2644613.500000 Penalty: 11461.308594
	Iteration 23Q: 3 clusters Score -2644614 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2644683.250000 Penalty: 11461.308594
	Iteration 24Q: 3 clusters Score -2644683 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2644770.000000 Penalty: 11461.308594
	Iteration 25Q: 3 clusters Score -2644770 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2644870.000000 Penalty: 11461.308594
	Iteration 26Q: 3 clusters Score -2644870 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2644999.500000 Penalty: 11461.308594
	Iteration 27Q: 3 clusters Score -2645000 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2645145.250000 Penalty: 11461.308594
	Iteration 28Q: 3 clusters Score -2645145 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2645378.000000 Penalty: 11461.308594
	Iteration 29Q: 3 clusters Score -2645378 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2645756.750000 Penalty: 11461.308594
	Iteration 30Q: 3 clusters Score -2645757 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2646157.250000 Penalty: 11461.308594
	Iteration 31Q: 3 clusters Score -2646157 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2646483.000000 Penalty: 11461.308594
	Iteration 32Q: 3 clusters Score -2646483 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2646697.750000 Penalty: 11461.308594
	Iteration 33Q: 3 clusters Score -2646698 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2646875.750000 Penalty: 11461.308594
	Iteration 34Q: 3 clusters Score -2646876 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2646995.500000 Penalty: 11461.308594
	Iteration 35Q: 3 clusters Score -2646996 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2647082.000000 Penalty: 11461.308594
	Iteration 36Q: 3 clusters Score -2647082 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2647161.000000 Penalty: 11461.308594
	Iteration 37Q: 3 clusters Score -2647161 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2647218.750000 Penalty: 11461.308594
	Iteration 38Q: 3 clusters Score -2647219 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2647255.000000 Penalty: 11461.308594
	Iteration 39Q: 3 clusters Score -2647255 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2647276.000000 Penalty: 11461.308594
	Iteration 40F: 3 clusters Score -2647276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2647291.750000 Penalty: 11461.308594
	Iteration 41Q: 3 clusters Score -2647292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2647307.500000 Penalty: 11461.308594
	Iteration 42Q: 3 clusters Score -2647308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2647333.500000 Penalty: 11461.308594
	Iteration 43Q: 3 clusters Score -2647334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2647338.750000 Penalty: 11461.308594
	Iteration 44Q: 3 clusters Score -2647339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2647340.500000 Penalty: 11461.308594
	Iteration 45Q: 3 clusters Score -2647340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2647349.000000 Penalty: 11461.308594
	Iteration 46Q: 3 clusters Score -2647349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2647350.500000 Penalty: 11461.308594
	Iteration 47Q: 3 clusters Score -2647350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2647356.500000 Penalty: 11461.308594
	Iteration 48Q: 3 clusters Score -2647356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2647364.250000 Penalty: 11461.308594
	Iteration 49Q: 3 clusters Score -2647364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2647359.500000 Penalty: 11461.308594
	Iteration 50Q: 3 clusters Score -2647360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2647361.500000 Penalty: 11461.308594
	Iteration 51Q: 3 clusters Score -2647362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2647364.750000 Penalty: 11461.308594
	Iteration 52Q: 3 clusters Score -2647365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2647362.500000 Penalty: 11461.308594
	Iteration 53Q: 3 clusters Score -2647362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2647361.750000 Penalty: 11461.308594
	Iteration 54Q: 3 clusters Score -2647362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2647364.250000 Penalty: 11461.308594
	Iteration 55Q: 3 clusters Score -2647364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2647358.250000 Penalty: 11461.308594
	Iteration 56Q: 3 clusters Score -2647358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2647358.250000 Penalty: 11461.308594
	Iteration 57F: 3 clusters Score -2647358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Entering Unmasked Estep 
Score: -3119873.500000 Penalty: 5861.351074
	Iteration 0F: 2 clusters Score -3119874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3106976.500000 Penalty: 11722.702148
	Iteration 0F: 3 clusters Score -3106976 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3110120.500000 Penalty: 11722.702148
	Iteration 1F: 3 clusters Score -3110120 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3110857.500000 Penalty: 11722.702148
	Iteration 2F: 3 clusters Score -3110858 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -3111407.250000 Penalty: 11722.702148
	Iteration 3F: 3 clusters Score -3111407 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -3111854.500000 Penalty: 11722.702148
	Iteration 4Q: 3 clusters Score -3111854 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -3112253.500000 Penalty: 11722.702148
	Iteration 5Q: 3 clusters Score -3112254 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -3112638.250000 Penalty: 11722.702148
	Iteration 6Q: 3 clusters Score -3112638 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -3112990.750000 Penalty: 11722.702148
	Iteration 7Q: 3 clusters Score -3112991 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -3113311.750000 Penalty: 11722.702148
	Iteration 8Q: 3 clusters Score -3113312 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -3113655.250000 Penalty: 11722.702148
	Iteration 9Q: 3 clusters Score -3113655 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3113958.750000 Penalty: 11722.702148
	Iteration 10Q: 3 clusters Score -3113959 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3114228.500000 Penalty: 11722.702148
	Iteration 11Q: 3 clusters Score -3114228 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -3114458.000000 Penalty: 11722.702148
	Iteration 12Q: 3 clusters Score -3114458 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -3114671.250000 Penalty: 11722.702148
	Iteration 13Q: 3 clusters Score -3114671 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -3114861.250000 Penalty: 11722.702148
	Iteration 14Q: 3 clusters Score -3114861 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -3115019.750000 Penalty: 11722.702148
	Iteration 15Q: 3 clusters Score -3115020 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -3115145.750000 Penalty: 11722.702148
	Iteration 16Q: 3 clusters Score -3115146 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -3115235.750000 Penalty: 11722.702148
	Iteration 17Q: 3 clusters Score -3115236 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3115323.250000 Penalty: 11722.702148
	Iteration 18Q: 3 clusters Score -3115323 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -3115392.000000 Penalty: 11722.702148
	Iteration 19Q: 3 clusters Score -3115392 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3115466.000000 Penalty: 11722.702148
	Iteration 20F: 3 clusters Score -3115466 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -3115523.750000 Penalty: 11722.702148
	Iteration 21Q: 3 clusters Score -3115524 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3115551.500000 Penalty: 11722.702148
	Iteration 22Q: 3 clusters Score -3115552 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -3115602.000000 Penalty: 11722.702148
	Iteration 23Q: 3 clusters Score -3115602 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3115629.750000 Penalty: 11722.702148
	Iteration 24Q: 3 clusters Score -3115630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3115657.750000 Penalty: 11722.702148
	Iteration 25Q: 3 clusters Score -3115658 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3115679.250000 Penalty: 11722.702148
	Iteration 26Q: 3 clusters Score -3115679 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3115690.500000 Penalty: 11722.702148
	Iteration 27Q: 3 clusters Score -3115690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3115699.000000 Penalty: 11722.702148
	Iteration 28Q: 3 clusters Score -3115699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3115707.250000 Penalty: 11722.702148
	Iteration 29Q: 3 clusters Score -3115707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3115712.500000 Penalty: 11722.702148
	Iteration 30Q: 3 clusters Score -3115712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3115723.250000 Penalty: 11722.702148
	Iteration 31Q: 3 clusters Score -3115723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3115732.500000 Penalty: 11722.702148
	Iteration 32Q: 3 clusters Score -3115732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3115730.000000 Penalty: 11722.702148
	Iteration 33Q: 3 clusters Score -3115730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3115736.000000 Penalty: 11722.702148
	Iteration 34Q: 3 clusters Score -3115736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3115733.000000 Penalty: 11722.702148
	Iteration 35Q: 3 clusters Score -3115733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -3115737.000000 Penalty: 11722.702148
	Iteration 36Q: 3 clusters Score -3115737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3115743.000000 Penalty: 11722.702148
	Iteration 37Q: 3 clusters Score -3115743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -3115750.000000 Penalty: 11722.702148
	Iteration 38Q: 3 clusters Score -3115750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3115750.750000 Penalty: 11722.702148
	Iteration 39Q: 3 clusters Score -3115751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3115753.750000 Penalty: 11722.702148
	Iteration 40F: 3 clusters Score -3115754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3115767.000000 Penalty: 11722.702148
	Iteration 41Q: 3 clusters Score -3115767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3115772.750000 Penalty: 11722.702148
	Iteration 42Q: 3 clusters Score -3115773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3115783.000000 Penalty: 11722.702148
	Iteration 43Q: 3 clusters Score -3115783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3115795.500000 Penalty: 11722.702148
	Iteration 44Q: 3 clusters Score -3115796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -3115804.500000 Penalty: 11722.702148
	Iteration 45Q: 3 clusters Score -3115804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3115806.250000 Penalty: 11722.702148
	Iteration 46Q: 3 clusters Score -3115806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3115806.500000 Penalty: 11722.702148
	Iteration 47Q: 3 clusters Score -3115806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3115815.250000 Penalty: 11722.702148
	Iteration 48Q: 3 clusters Score -3115815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3115824.000000 Penalty: 11722.702148
	Iteration 49Q: 3 clusters Score -3115824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3115830.000000 Penalty: 11722.702148
	Iteration 50Q: 3 clusters Score -3115830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3115838.250000 Penalty: 11722.702148
	Iteration 51Q: 3 clusters Score -3115838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3115840.000000 Penalty: 11722.702148
	Iteration 52Q: 3 clusters Score -3115840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3115844.250000 Penalty: 11722.702148
	Iteration 53Q: 3 clusters Score -3115844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3115850.000000 Penalty: 11722.702148
	Iteration 54Q: 3 clusters Score -3115850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3115857.000000 Penalty: 11722.702148
	Iteration 55Q: 3 clusters Score -3115857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3115871.250000 Penalty: 11722.702148
	Iteration 56Q: 3 clusters Score -3115871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3115887.000000 Penalty: 11722.702148
	Iteration 57Q: 3 clusters Score -3115887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3115893.500000 Penalty: 11722.702148
	Iteration 58Q: 3 clusters Score -3115894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3115900.000000 Penalty: 11722.702148
	Iteration 59Q: 3 clusters Score -3115900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3115899.000000 Penalty: 11722.702148
	Iteration 60F: 3 clusters Score -3115899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3115905.750000 Penalty: 11722.702148
	Iteration 61Q: 3 clusters Score -3115906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -3115911.250000 Penalty: 11722.702148
	Iteration 62Q: 3 clusters Score -3115911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3115918.500000 Penalty: 11722.702148
	Iteration 63Q: 3 clusters Score -3115918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3115925.500000 Penalty: 11722.702148
	Iteration 64Q: 3 clusters Score -3115926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3115927.500000 Penalty: 11722.702148
	Iteration 65Q: 3 clusters Score -3115928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3115938.500000 Penalty: 11722.702148
	Iteration 66Q: 3 clusters Score -3115938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3115937.250000 Penalty: 11722.702148
	Iteration 67Q: 3 clusters Score -3115937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3115936.250000 Penalty: 11722.702148
	Iteration 68Q: 3 clusters Score -3115936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3115943.500000 Penalty: 11722.702148
	Iteration 69Q: 3 clusters Score -3115944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3115951.750000 Penalty: 11722.702148
	Iteration 70Q: 3 clusters Score -3115952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3115976.750000 Penalty: 11722.702148
	Iteration 71Q: 3 clusters Score -3115977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3115975.750000 Penalty: 11722.702148
	Iteration 72Q: 3 clusters Score -3115976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3115983.750000 Penalty: 11722.702148
	Iteration 73Q: 3 clusters Score -3115984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3115989.750000 Penalty: 11722.702148
	Iteration 74Q: 3 clusters Score -3115990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3115992.750000 Penalty: 11722.702148
	Iteration 75Q: 3 clusters Score -3115993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3115996.750000 Penalty: 11722.702148
	Iteration 76Q: 3 clusters Score -3115997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3115992.500000 Penalty: 11722.702148
	Iteration 77Q: 3 clusters Score -3115992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3115993.000000 Penalty: 11722.702148
	Iteration 78Q: 3 clusters Score -3115993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3115999.000000 Penalty: 11722.702148
	Iteration 79Q: 3 clusters Score -3115999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3115997.250000 Penalty: 11722.702148
	Iteration 80F: 3 clusters Score -3115997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3115993.500000 Penalty: 11722.702148
	Iteration 81Q: 3 clusters Score -3115994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3115993.250000 Penalty: 11722.702148
	Iteration 82Q: 3 clusters Score -3115993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3115993.500000 Penalty: 11722.702148
	Iteration 83Q: 3 clusters Score -3115994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3115993.500000 Penalty: 11722.702148
	Iteration 84F: 3 clusters Score -3115994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Entering Unmasked Estep 
Score: -6177369.000000 Penalty: 6243.200684
	Iteration 0F: 2 clusters Score -6177369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -6156625.500000 Penalty: 12486.401367
	Iteration 0F: 3 clusters Score -6156626 nChanged 11119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -6162425.500000 Penalty: 12486.401367
	Iteration 1F: 3 clusters Score -6162426 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -6163241.000000 Penalty: 12486.401367
	Iteration 2F: 3 clusters Score -6163241 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -6163799.500000 Penalty: 12486.401367
	Iteration 3F: 3 clusters Score -6163800 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -6164204.000000 Penalty: 12486.401367
	Iteration 4Q: 3 clusters Score -6164204 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -6164624.000000 Penalty: 12486.401367
	Iteration 5Q: 3 clusters Score -6164624 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -6164979.000000 Penalty: 12486.401367
	Iteration 6Q: 3 clusters Score -6164979 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -6165366.500000 Penalty: 12486.401367
	Iteration 7Q: 3 clusters Score -6165366 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -6165731.500000 Penalty: 12486.401367
	Iteration 8Q: 3 clusters Score -6165732 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -6166145.500000 Penalty: 12486.401367
	Iteration 9Q: 3 clusters Score -6166146 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -6166513.500000 Penalty: 12486.401367
	Iteration 10Q: 3 clusters Score -6166514 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -6166965.000000 Penalty: 12486.401367
	Iteration 11Q: 3 clusters Score -6166965 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -6167413.000000 Penalty: 12486.401367
	Iteration 12Q: 3 clusters Score -6167413 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -6167887.500000 Penalty: 12486.401367
	Iteration 13Q: 3 clusters Score -6167888 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -6168330.000000 Penalty: 12486.401367
	Iteration 14Q: 3 clusters Score -6168330 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -6168737.500000 Penalty: 12486.401367
	Iteration 15Q: 3 clusters Score -6168738 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -6169150.500000 Penalty: 12486.401367
	Iteration 16Q: 3 clusters Score -6169150 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -6169556.500000 Penalty: 12486.401367
	Iteration 17Q: 3 clusters Score -6169556 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -6169907.500000 Penalty: 12486.401367
	Iteration 18Q: 3 clusters Score -6169908 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -6170216.000000 Penalty: 12486.401367
	Iteration 19Q: 3 clusters Score -6170216 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -6170472.000000 Penalty: 12486.401367
	Iteration 20F: 3 clusters Score -6170472 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -6170724.500000 Penalty: 12486.401367
	Iteration 21Q: 3 clusters Score -6170724 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -6170946.000000 Penalty: 12486.401367
	Iteration 22Q: 3 clusters Score -6170946 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -6171089.500000 Penalty: 12486.401367
	Iteration 23Q: 3 clusters Score -6171090 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -6171269.500000 Penalty: 12486.401367
	Iteration 24Q: 3 clusters Score -6171270 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -6171437.500000 Penalty: 12486.401367
	Iteration 25Q: 3 clusters Score -6171438 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -6171575.000000 Penalty: 12486.401367
	Iteration 26Q: 3 clusters Score -6171575 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -6171695.500000 Penalty: 12486.401367
	Iteration 27Q: 3 clusters Score -6171696 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -6171774.000000 Penalty: 12486.401367
	Iteration 28Q: 3 clusters Score -6171774 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -6171865.500000 Penalty: 12486.401367
	Iteration 29Q: 3 clusters Score -6171866 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -6171949.500000 Penalty: 12486.401367
	Iteration 30Q: 3 clusters Score -6171950 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -6172019.000000 Penalty: 12486.401367
	Iteration 31Q: 3 clusters Score -6172019 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -6172075.000000 Penalty: 12486.401367
	Iteration 32Q: 3 clusters Score -6172075 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -6172126.000000 Penalty: 12486.401367
	Iteration 33Q: 3 clusters Score -6172126 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -6172174.500000 Penalty: 12486.401367
	Iteration 34Q: 3 clusters Score -6172174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -6172210.000000 Penalty: 12486.401367
	Iteration 35Q: 3 clusters Score -6172210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -6172233.000000 Penalty: 12486.401367
	Iteration 36Q: 3 clusters Score -6172233 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -6172254.500000 Penalty: 12486.401367
	Iteration 37Q: 3 clusters Score -6172254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -6172277.500000 Penalty: 12486.401367
	Iteration 38Q: 3 clusters Score -6172278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -6172294.500000 Penalty: 12486.401367
	Iteration 39Q: 3 clusters Score -6172294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -6172312.000000 Penalty: 12486.401367
	Iteration 40F: 3 clusters Score -6172312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -6172321.500000 Penalty: 12486.401367
	Iteration 41Q: 3 clusters Score -6172322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -6172317.000000 Penalty: 12486.401367
	Iteration 42Q: 3 clusters Score -6172317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -6172316.500000 Penalty: 12486.401367
	Iteration 43Q: 3 clusters Score -6172316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -6172332.500000 Penalty: 12486.401367
	Iteration 44Q: 3 clusters Score -6172332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -6172347.500000 Penalty: 12486.401367
	Iteration 45Q: 3 clusters Score -6172348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -6172359.000000 Penalty: 12486.401367
	Iteration 46Q: 3 clusters Score -6172359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -6172359.000000 Penalty: 12486.401367
	Iteration 47Q: 3 clusters Score -6172359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -6172361.500000 Penalty: 12486.401367
	Iteration 48Q: 3 clusters Score -6172362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -6172371.500000 Penalty: 12486.401367
	Iteration 49Q: 3 clusters Score -6172372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -6172371.500000 Penalty: 12486.401367
	Iteration 50Q: 3 clusters Score -6172372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -6172370.000000 Penalty: 12486.401367
	Iteration 51Q: 3 clusters Score -6172370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -6172376.000000 Penalty: 12486.401367
	Iteration 52Q: 3 clusters Score -6172376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -6172382.500000 Penalty: 12486.401367
	Iteration 53Q: 3 clusters Score -6172382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -6172374.500000 Penalty: 12486.401367
	Iteration 54Q: 3 clusters Score -6172374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -6172373.500000 Penalty: 12486.401367
	Iteration 55Q: 3 clusters Score -6172374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -6172373.000000 Penalty: 12486.401367
	Iteration 56Q: 3 clusters Score -6172373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -6172373.500000 Penalty: 12486.401367
	Iteration 57Q: 3 clusters Score -6172374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -6172368.500000 Penalty: 12486.401367
	Iteration 58Q: 3 clusters Score -6172368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -6172371.000000 Penalty: 12486.401367
	Iteration 59Q: 3 clusters Score -6172371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -6172371.000000 Penalty: 12486.401367
	Iteration 60F: 3 clusters Score -6172371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Entering Unmasked Estep 
Score: -12134728.000000 Penalty: 6664.650391
	Iteration 0F: 2 clusters Score -1.213473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -12096746.000000 Penalty: 13329.300781
	Iteration 0F: 3 clusters Score -1.209675e+07 nChanged 23574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -12109089.000000 Penalty: 13329.300781
	Iteration 1F: 3 clusters Score -1.210909e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -12110019.000000 Penalty: 13329.300781
	Iteration 2Q: 3 clusters Score -1.211002e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -12110788.000000 Penalty: 13329.300781
	Iteration 3Q: 3 clusters Score -1.211079e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -12111465.000000 Penalty: 13329.300781
	Iteration 4Q: 3 clusters Score -1.211146e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -12111952.000000 Penalty: 13329.300781
	Iteration 5Q: 3 clusters Score -1.211195e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -12112448.000000 Penalty: 13329.300781
	Iteration 6Q: 3 clusters Score -1.211245e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -12112815.000000 Penalty: 13329.300781
	Iteration 7Q: 3 clusters Score -1.211282e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -12113239.000000 Penalty: 13329.300781
	Iteration 8Q: 3 clusters Score -1.211324e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -12113674.000000 Penalty: 13329.300781
	Iteration 9Q: 3 clusters Score -1.211367e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -12114147.000000 Penalty: 13329.300781
	Iteration 10Q: 3 clusters Score -1.211415e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -12114808.000000 Penalty: 13329.300781
	Iteration 11Q: 3 clusters Score -1.211481e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -12115691.000000 Penalty: 13329.300781
	Iteration 12Q: 3 clusters Score -1.211569e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -12117042.000000 Penalty: 13329.300781
	Iteration 13Q: 3 clusters Score -1.211704e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -12118831.000000 Penalty: 13329.300781
	Iteration 14F: 3 clusters Score -1.211883e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -12121174.000000 Penalty: 13329.300781
	Iteration 15F: 3 clusters Score -1.212117e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -12123734.000000 Penalty: 13329.300781
	Iteration 16F: 3 clusters Score -1.212373e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -12125786.000000 Penalty: 13329.300781
	Iteration 17Q: 3 clusters Score -1.212579e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -12127092.000000 Penalty: 13329.300781
	Iteration 18Q: 3 clusters Score -1.212709e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -12127863.000000 Penalty: 13329.300781
	Iteration 19Q: 3 clusters Score -1.212786e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -12128253.000000 Penalty: 13329.300781
	Iteration 20F: 3 clusters Score -1.212825e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -12128533.000000 Penalty: 13329.300781
	Iteration 21Q: 3 clusters Score -1.212853e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -12128710.000000 Penalty: 13329.300781
	Iteration 22Q: 3 clusters Score -1.212871e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -12128793.000000 Penalty: 13329.300781
	Iteration 23Q: 3 clusters Score -1.212879e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -12128836.000000 Penalty: 13329.300781
	Iteration 24Q: 3 clusters Score -1.212884e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -12128898.000000 Penalty: 13329.300781
	Iteration 25Q: 3 clusters Score -1.21289e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -12128935.000000 Penalty: 13329.300781
	Iteration 26Q: 3 clusters Score -1.212894e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -12128959.000000 Penalty: 13329.300781
	Iteration 27Q: 3 clusters Score -1.212896e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -12128986.000000 Penalty: 13329.300781
	Iteration 28Q: 3 clusters Score -1.212899e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -12129031.000000 Penalty: 13329.300781
	Iteration 29Q: 3 clusters Score -1.212903e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -12129054.000000 Penalty: 13329.300781
	Iteration 30Q: 3 clusters Score -1.212905e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -12129054.000000 Penalty: 13329.300781
	Iteration 31Q: 3 clusters Score -1.212905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -12129061.000000 Penalty: 13329.300781
	Iteration 32Q: 3 clusters Score -1.212906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -12129068.000000 Penalty: 13329.300781
	Iteration 33Q: 3 clusters Score -1.212907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
Score: -12129085.000000 Penalty: 13329.300781
	Iteration 34Q: 3 clusters Score -1.212908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -12129078.000000 Penalty: 13329.300781
	Iteration 35Q: 3 clusters Score -1.212908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -12129066.000000 Penalty: 13329.300781
	Iteration 36Q: 3 clusters Score -1.212907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -12129078.000000 Penalty: 13329.300781
	Iteration 37Q: 3 clusters Score -1.212908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -12129074.000000 Penalty: 13329.300781
	Iteration 38Q: 3 clusters Score -1.212907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -12129071.000000 Penalty: 13329.300781
	Iteration 39Q: 3 clusters Score -1.212907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -12129101.000000 Penalty: 13329.300781
	Iteration 40F: 3 clusters Score -1.21291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -12129096.000000 Penalty: 13329.300781
	Iteration 41Q: 3 clusters Score -1.21291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -12129096.000000 Penalty: 13329.300781
	Iteration 42F: 3 clusters Score -1.21291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Entering Unmasked Estep 
Score: -6733398.500000 Penalty: 6317.572754
	Iteration 0F: 2 clusters Score -6733398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -6710512.000000 Penalty: 12635.145508
	Iteration 0F: 3 clusters Score -6710512 nChanged 12748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -6717751.000000 Penalty: 12635.145508
	Iteration 1F: 3 clusters Score -6717751 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -6719441.500000 Penalty: 12635.145508
	Iteration 2F: 3 clusters Score -6719442 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -6721150.000000 Penalty: 12635.145508
	Iteration 3F: 3 clusters Score -6721150 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -6722634.000000 Penalty: 12635.145508
	Iteration 4F: 3 clusters Score -6722634 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -6724066.000000 Penalty: 12635.145508
	Iteration 5F: 3 clusters Score -6724066 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -6725468.500000 Penalty: 12635.145508
	Iteration 6F: 3 clusters Score -6725468 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -6726615.000000 Penalty: 12635.145508
	Iteration 7F: 3 clusters Score -6726615 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -6727685.500000 Penalty: 12635.145508
	Iteration 8Q: 3 clusters Score -6727686 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -6728432.000000 Penalty: 12635.145508
	Iteration 9Q: 3 clusters Score -6728432 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -6728952.000000 Penalty: 12635.145508
	Iteration 10Q: 3 clusters Score -6728952 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -6729338.500000 Penalty: 12635.145508
	Iteration 11Q: 3 clusters Score -6729338 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -6729654.000000 Penalty: 12635.145508
	Iteration 12Q: 3 clusters Score -6729654 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -6729874.000000 Penalty: 12635.145508
	Iteration 13Q: 3 clusters Score -6729874 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -6730022.500000 Penalty: 12635.145508
	Iteration 14Q: 3 clusters Score -6730022 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -6730171.500000 Penalty: 12635.145508
	Iteration 15Q: 3 clusters Score -6730172 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -6730267.000000 Penalty: 12635.145508
	Iteration 16Q: 3 clusters Score -6730267 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -6730346.000000 Penalty: 12635.145508
	Iteration 17Q: 3 clusters Score -6730346 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -6730400.500000 Penalty: 12635.145508
	Iteration 18Q: 3 clusters Score -6730400 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -6730452.000000 Penalty: 12635.145508
	Iteration 19Q: 3 clusters Score -6730452 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -6730478.000000 Penalty: 12635.145508
	Iteration 20F: 3 clusters Score -6730478 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -6730512.000000 Penalty: 12635.145508
	Iteration 21Q: 3 clusters Score -6730512 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -6730532.000000 Penalty: 12635.145508
	Iteration 22Q: 3 clusters Score -6730532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -6730542.500000 Penalty: 12635.145508
	Iteration 23Q: 3 clusters Score -6730542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -6730564.500000 Penalty: 12635.145508
	Iteration 24Q: 3 clusters Score -6730564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -6730581.500000 Penalty: 12635.145508
	Iteration 25Q: 3 clusters Score -6730582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -6730600.000000 Penalty: 12635.145508
	Iteration 26Q: 3 clusters Score -6730600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -6730605.500000 Penalty: 12635.145508
	Iteration 27Q: 3 clusters Score -6730606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -6730612.500000 Penalty: 12635.145508
	Iteration 28Q: 3 clusters Score -6730612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -6730607.000000 Penalty: 12635.145508
	Iteration 29Q: 3 clusters Score -6730607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -6730602.500000 Penalty: 12635.145508
	Iteration 30Q: 3 clusters Score -6730602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -6730592.500000 Penalty: 12635.145508
	Iteration 31Q: 3 clusters Score -6730592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -6730612.000000 Penalty: 12635.145508
	Iteration 32Q: 3 clusters Score -6730612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -6730611.500000 Penalty: 12635.145508
	Iteration 33Q: 3 clusters Score -6730612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -6730626.500000 Penalty: 12635.145508
	Iteration 34Q: 3 clusters Score -6730626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -6730626.500000 Penalty: 12635.145508
	Iteration 35Q: 3 clusters Score -6730626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -6730628.000000 Penalty: 12635.145508
	Iteration 36Q: 3 clusters Score -6730628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -6730642.000000 Penalty: 12635.145508
	Iteration 37Q: 3 clusters Score -6730642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -6730636.000000 Penalty: 12635.145508
	Iteration 38Q: 3 clusters Score -6730636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -6730640.500000 Penalty: 12635.145508
	Iteration 39Q: 3 clusters Score -6730640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -6730637.500000 Penalty: 12635.145508
	Iteration 40F: 3 clusters Score -6730638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -316629.875000 Penalty: 4498.640137
	Iteration 0F: 2 clusters Score -316629.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -312216.968750 Penalty: 8997.280273
	Iteration 0F: 3 clusters Score -312217 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -313266.250000 Penalty: 8997.280273
	Iteration 1F: 3 clusters Score -313266.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -313671.375000 Penalty: 8997.280273
	Iteration 2F: 3 clusters Score -313671.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -314005.187500 Penalty: 8997.280273
	Iteration 3F: 3 clusters Score -314005.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -314402.968750 Penalty: 8997.280273
	Iteration 4F: 3 clusters Score -314403 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -314861.718750 Penalty: 8997.280273
	Iteration 5F: 3 clusters Score -314861.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -315154.531250 Penalty: 8997.280273
	Iteration 6Q: 3 clusters Score -315154.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -315374.125000 Penalty: 8997.280273
	Iteration 7Q: 3 clusters Score -315374.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -315499.156250 Penalty: 8997.280273
	Iteration 8Q: 3 clusters Score -315499.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -315531.687500 Penalty: 8997.280273
	Iteration 9Q: 3 clusters Score -315531.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -315556.125000 Penalty: 8997.280273
	Iteration 10Q: 3 clusters Score -315556.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -315564.906250 Penalty: 8997.280273
	Iteration 11Q: 3 clusters Score -315564.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -315570.937500 Penalty: 8997.280273
	Iteration 12Q: 3 clusters Score -315570.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -315574.062500 Penalty: 8997.280273
	Iteration 13Q: 3 clusters Score -315574.1 nChanged 1
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: -315575.750000 Penalty: 8997.280273
	Iteration 14Q: 3 clusters Score -315575.8 nChanged 0
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: -315575.750000 Penalty: 8997.280273
	Iteration 15F: 3 clusters Score -315575.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Entering Unmasked Estep 
Score: -310345.562500 Penalty: 4511.560547
	Iteration 0F: 2 clusters Score -310345.6 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 808 members 
Entering Unmasked Estep 
Score: -306106.843750 Penalty: 9023.121094
	Iteration 0F: 3 clusters Score -306106.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -307367.875000 Penalty: 9023.121094
	Iteration 1F: 3 clusters Score -307367.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -307996.250000 Penalty: 9023.121094
	Iteration 2F: 3 clusters Score -307996.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -308456.281250 Penalty: 9023.121094
	Iteration 3F: 3 clusters Score -308456.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -309095.468750 Penalty: 9023.121094
	Iteration 4F: 3 clusters Score -309095.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -310061.281250 Penalty: 9023.121094
	Iteration 5F: 3 clusters Score -310061.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -311591.218750 Penalty: 9023.121094
	Iteration 6F: 3 clusters Score -311591.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -312433.406250 Penalty: 9023.121094
	Iteration 7F: 3 clusters Score -312433.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -313050.312500 Penalty: 9023.121094
	Iteration 8Q: 3 clusters Score -313050.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -313400.593750 Penalty: 9023.121094
	Iteration 9Q: 3 clusters Score -313400.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -313494.468750 Penalty: 9023.121094
	Iteration 10Q: 3 clusters Score -313494.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -313556.812500 Penalty: 9023.121094
	Iteration 11Q: 3 clusters Score -313556.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -313577.125000 Penalty: 9023.121094
	Iteration 12Q: 3 clusters Score -313577.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -313604.312500 Penalty: 9023.121094
	Iteration 13Q: 3 clusters Score -313604.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -313621.218750 Penalty: 9023.121094
	Iteration 14Q: 3 clusters Score -313621.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -313631.875000 Penalty: 9023.121094
	Iteration 15Q: 3 clusters Score -313631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -313643.375000 Penalty: 9023.121094
	Iteration 16Q: 3 clusters Score -313643.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -313651.468750 Penalty: 9023.121094
	Iteration 17Q: 3 clusters Score -313651.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -313653.156250 Penalty: 9023.121094
	Iteration 18F: 3 clusters Score -313653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -313663.843750 Penalty: 9023.121094
	Iteration 19Q: 3 clusters Score -313663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -313673.531250 Penalty: 9023.121094
	Iteration 20F: 3 clusters Score -313673.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -313681.187500 Penalty: 9023.121094
	Iteration 21Q: 3 clusters Score -313681.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -313681.187500 Penalty: 9023.121094
	Iteration 22F: 3 clusters Score -313681.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3251 members 
Mstep: Class 3 contains 37241 members 
Mstep: Class 4 contains 127508 members 
Mstep: Class 5 contains 172604 members 
Mstep: Class 6 contains 6895 members 
Mstep: Class 7 contains 11570 members 
Mstep: Class 8 contains 14322 members 
Mstep: Class 9 contains 26715 members 
Mstep: Class 10 contains 53160 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 13 contains 30164 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 5936 members 
Mstep: Class 19 contains 44416 members 
Mstep: Class 20 contains 44010 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 27781 members 
Entering Unmasked Estep 
Score: -138153504.000000 Penalty: 155147.468750
Splitting cluster 17 changes total score from -138153440.000000 to -138153504.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 18 (5936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Entering Unmasked Estep 
Score: -1295171.250000 Penalty: 5321.884766
	Iteration 0F: 2 clusters Score -1295171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1287463.750000 Penalty: 10643.769531
	Iteration 0F: 3 clusters Score -1287464 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1288952.000000 Penalty: 10643.769531
	Iteration 1F: 3 clusters Score -1288952 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1289912.125000 Penalty: 10643.769531
	Iteration 2F: 3 clusters Score -1289912 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1291212.500000 Penalty: 10643.769531
	Iteration 3F: 3 clusters Score -1291212 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1292696.625000 Penalty: 10643.769531
	Iteration 4F: 3 clusters Score -1292697 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1293744.000000 Penalty: 10643.769531
	Iteration 5F: 3 clusters Score -1293744 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1294498.250000 Penalty: 10643.769531
	Iteration 6F: 3 clusters Score -1294498 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1294949.250000 Penalty: 10643.769531
	Iteration 7Q: 3 clusters Score -1294949 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1295167.625000 Penalty: 10643.769531
	Iteration 8Q: 3 clusters Score -1295168 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1295342.875000 Penalty: 10643.769531
	Iteration 9Q: 3 clusters Score -1295343 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1295451.625000 Penalty: 10643.769531
	Iteration 10Q: 3 clusters Score -1295452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1295552.500000 Penalty: 10643.769531
	Iteration 11Q: 3 clusters Score -1295552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1295675.375000 Penalty: 10643.769531
	Iteration 12Q: 3 clusters Score -1295675 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1295873.125000 Penalty: 10643.769531
	Iteration 13Q: 3 clusters Score -1295873 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1296105.875000 Penalty: 10643.769531
	Iteration 14Q: 3 clusters Score -1296106 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1296362.125000 Penalty: 10643.769531
	Iteration 15Q: 3 clusters Score -1296362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1296509.250000 Penalty: 10643.769531
	Iteration 16Q: 3 clusters Score -1296509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1296565.375000 Penalty: 10643.769531
	Iteration 17Q: 3 clusters Score -1296565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1296612.125000 Penalty: 10643.769531
	Iteration 18Q: 3 clusters Score -1296612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1296626.375000 Penalty: 10643.769531
	Iteration 19Q: 3 clusters Score -1296626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1296635.125000 Penalty: 10643.769531
	Iteration 20F: 3 clusters Score -1296635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1296640.000000 Penalty: 10643.769531
	Iteration 21Q: 3 clusters Score -1296640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1296640.375000 Penalty: 10643.769531
	Iteration 22Q: 3 clusters Score -1296640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1296640.375000 Penalty: 10643.769531
	Iteration 23F: 3 clusters Score -1296640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3251 members 
Mstep: Class 3 contains 37241 members 
Mstep: Class 4 contains 127508 members 
Mstep: Class 5 contains 172604 members 
Mstep: Class 6 contains 6895 members 
Mstep: Class 7 contains 11570 members 
Mstep: Class 8 contains 14322 members 
Mstep: Class 9 contains 26715 members 
Mstep: Class 10 contains 53160 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 4932 members 
Mstep: Class 13 contains 30164 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 1004 members 
Mstep: Class 19 contains 44416 members 
Mstep: Class 20 contains 44010 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 27781 members 
Entering Unmasked Estep 
Score: -138152096.000000 Penalty: 163313.125000
Splitting cluster 18 changes total score from -138153440.000000 to -138152096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (44416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Entering Unmasked Estep 
Score: -10100136.000000 Penalty: 6554.580078
	Iteration 0F: 2 clusters Score -1.010014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -10067923.000000 Penalty: 13109.160156
	Iteration 0F: 3 clusters Score -1.006792e+07 nChanged 19442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -10078252.000000 Penalty: 13109.160156
	Iteration 1F: 3 clusters Score -1.007825e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -10079144.000000 Penalty: 13109.160156
	Iteration 2F: 3 clusters Score -1.007914e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -10079921.000000 Penalty: 13109.160156
	Iteration 3Q: 3 clusters Score -1.007992e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -10080968.000000 Penalty: 13109.160156
	Iteration 4Q: 3 clusters Score -1.008097e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -10082793.000000 Penalty: 13109.160156
	Iteration 5F: 3 clusters Score -1.008279e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -10087414.000000 Penalty: 13109.160156
	Iteration 6F: 3 clusters Score -1.008741e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -10095918.000000 Penalty: 13109.160156
	Iteration 7F: 3 clusters Score -1.009592e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -10103343.000000 Penalty: 13109.160156
	Iteration 8F: 3 clusters Score -1.010334e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -10108143.000000 Penalty: 13109.160156
	Iteration 9F: 3 clusters Score -1.010814e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -10110711.000000 Penalty: 13109.160156
	Iteration 10Q: 3 clusters Score -1.011071e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -10111488.000000 Penalty: 13109.160156
	Iteration 11Q: 3 clusters Score -1.011149e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -10111608.000000 Penalty: 13109.160156
	Iteration 12Q: 3 clusters Score -1.011161e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -10111635.000000 Penalty: 13109.160156
	Iteration 13Q: 3 clusters Score -1.011164e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -10111707.000000 Penalty: 13109.160156
	Iteration 14Q: 3 clusters Score -1.011171e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -10111710.000000 Penalty: 13109.160156
	Iteration 15Q: 3 clusters Score -1.011171e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -10111718.000000 Penalty: 13109.160156
	Iteration 16Q: 3 clusters Score -1.011172e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -10111755.000000 Penalty: 13109.160156
	Iteration 17Q: 3 clusters Score -1.011176e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -10111738.000000 Penalty: 13109.160156
	Iteration 18Q: 3 clusters Score -1.011174e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -10111764.000000 Penalty: 13109.160156
	Iteration 19Q: 3 clusters Score -1.011176e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -10111755.000000 Penalty: 13109.160156
	Iteration 20F: 3 clusters Score -1.011176e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -10111763.000000 Penalty: 13109.160156
	Iteration 21Q: 3 clusters Score -1.011176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -10111777.000000 Penalty: 13109.160156
	Iteration 22Q: 3 clusters Score -1.011178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -10111784.000000 Penalty: 13109.160156
	Iteration 23Q: 3 clusters Score -1.011178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -10111781.000000 Penalty: 13109.160156
	Iteration 24Q: 3 clusters Score -1.011178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -10111773.000000 Penalty: 13109.160156
	Iteration 25Q: 3 clusters Score -1.011177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -10111772.000000 Penalty: 13109.160156
	Iteration 26Q: 3 clusters Score -1.011177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -10111785.000000 Penalty: 13109.160156
	Iteration 27Q: 3 clusters Score -1.011178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -10111767.000000 Penalty: 13109.160156
	Iteration 28Q: 3 clusters Score -1.011177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -10111759.000000 Penalty: 13109.160156
	Iteration 29Q: 3 clusters Score -1.011176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -10111756.000000 Penalty: 13109.160156
	Iteration 30Q: 3 clusters Score -1.011176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -10111758.000000 Penalty: 13109.160156
	Iteration 31Q: 3 clusters Score -1.011176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -10111758.000000 Penalty: 13109.160156
	Iteration 32F: 3 clusters Score -1.011176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3251 members 
Mstep: Class 3 contains 37241 members 
Mstep: Class 4 contains 127508 members 
Mstep: Class 5 contains 172604 members 
Mstep: Class 6 contains 6895 members 
Mstep: Class 7 contains 11570 members 
Mstep: Class 8 contains 14322 members 
Mstep: Class 9 contains 26715 members 
Mstep: Class 10 contains 53160 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 30164 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 5936 members 
Mstep: Class 19 contains 36638 members 
Mstep: Class 20 contains 44010 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 27781 members 
Entering Unmasked Estep 
Score: -138163040.000000 Penalty: 163313.125000
Splitting cluster 19 changes total score from -138153440.000000 to -138163040.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 20 (44010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Entering Unmasked Estep 
Score: -9979453.000000 Penalty: 6548.955566
	Iteration 0F: 2 clusters Score -9979453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -9947684.000000 Penalty: 13097.911133
	Iteration 0F: 3 clusters Score -9947684 nChanged 19218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -9957824.000000 Penalty: 13097.911133
	Iteration 1F: 3 clusters Score -9957824 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -9959150.000000 Penalty: 13097.911133
	Iteration 2F: 3 clusters Score -9959150 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -9960349.000000 Penalty: 13097.911133
	Iteration 3F: 3 clusters Score -9960349 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -9961717.000000 Penalty: 13097.911133
	Iteration 4F: 3 clusters Score -9961717 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -9963418.000000 Penalty: 13097.911133
	Iteration 5F: 3 clusters Score -9963418 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -9965437.000000 Penalty: 13097.911133
	Iteration 6F: 3 clusters Score -9965437 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -9968055.000000 Penalty: 13097.911133
	Iteration 7F: 3 clusters Score -9968055 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -9971506.000000 Penalty: 13097.911133
	Iteration 8F: 3 clusters Score -9971506 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -9975302.000000 Penalty: 13097.911133
	Iteration 9F: 3 clusters Score -9975302 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -9977900.000000 Penalty: 13097.911133
	Iteration 10F: 3 clusters Score -9977900 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -9979013.000000 Penalty: 13097.911133
	Iteration 11Q: 3 clusters Score -9979013 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -9979436.000000 Penalty: 13097.911133
	Iteration 12Q: 3 clusters Score -9979436 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -9979539.000000 Penalty: 13097.911133
	Iteration 13Q: 3 clusters Score -9979539 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -9979562.000000 Penalty: 13097.911133
	Iteration 14Q: 3 clusters Score -9979562 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -9979580.000000 Penalty: 13097.911133
	Iteration 15Q: 3 clusters Score -9979580 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -9979611.000000 Penalty: 13097.911133
	Iteration 16Q: 3 clusters Score -9979611 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -9979591.000000 Penalty: 13097.911133
	Iteration 17Q: 3 clusters Score -9979591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -9979599.000000 Penalty: 13097.911133
	Iteration 18Q: 3 clusters Score -9979599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -9979576.000000 Penalty: 13097.911133
	Iteration 19Q: 3 clusters Score -9979576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -9979571.000000 Penalty: 13097.911133
	Iteration 20F: 3 clusters Score -9979571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -9979583.000000 Penalty: 13097.911133
	Iteration 21Q: 3 clusters Score -9979583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -9979575.000000 Penalty: 13097.911133
	Iteration 22Q: 3 clusters Score -9979575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -9979569.000000 Penalty: 13097.911133
	Iteration 23Q: 3 clusters Score -9979569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -9979569.000000 Penalty: 13097.911133
	Iteration 24F: 3 clusters Score -9979569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3251 members 
Mstep: Class 3 contains 37241 members 
Mstep: Class 4 contains 127508 members 
Mstep: Class 5 contains 172604 members 
Mstep: Class 6 contains 6895 members 
Mstep: Class 7 contains 11570 members 
Mstep: Class 8 contains 14322 members 
Mstep: Class 9 contains 26715 members 
Mstep: Class 10 contains 53160 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 30164 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 15 contains 20578 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 5936 members 
Mstep: Class 19 contains 36638 members 
Mstep: Class 20 contains 23432 members 
Mstep: Class 21 contains 1938 members 
Mstep: Class 22 contains 27781 members 
Entering Unmasked Estep 
Score: -138161744.000000 Penalty: 171478.781250
Splitting cluster 20 changes total score from -138153440.000000 to -138161744.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 21 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -336298.062500 Penalty: 4636.264648
	Iteration 0F: 2 clusters Score -336298.1 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 987 members 
Entering Unmasked Estep 
Score: -332458.906250 Penalty: 9272.529297
	Iteration 0F: 3 clusters Score -332458.9 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -340438.875000 Penalty: 9272.529297
	Iteration 1F: 3 clusters Score -340438.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -353410.937500 Penalty: 9272.529297
	Iteration 2F: 3 clusters Score -353410.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -358621.750000 Penalty: 9272.529297
	Iteration 3Q: 3 clusters Score -358621.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -359663.687500 Penalty: 9272.529297
	Iteration 4Q: 3 clusters Score -359663.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -360030.625000 Penalty: 9272.529297
	Iteration 5Q: 3 clusters Score -360030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -360076.000000 Penalty: 9272.529297
	Iteration 6Q: 3 clusters Score -360076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -360135.437500 Penalty: 9272.529297
	Iteration 7Q: 3 clusters Score -360135.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -360207.500000 Penalty: 9272.529297
	Iteration 8Q: 3 clusters Score -360207.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -360300.593750 Penalty: 9272.529297
	Iteration 9Q: 3 clusters Score -360300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -360346.656250 Penalty: 9272.529297
	Iteration 10Q: 3 clusters Score -360346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -360346.656250 Penalty: 9272.529297
	Iteration 11F: 3 clusters Score -360346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3251 members 
Mstep: Class 3 contains 37241 members 
Mstep: Class 4 contains 127508 members 
Mstep: Class 5 contains 172604 members 
Mstep: Class 6 contains 6895 members 
Mstep: Class 7 contains 11570 members 
Mstep: Class 8 contains 14322 members 
Mstep: Class 9 contains 26715 members 
Mstep: Class 10 contains 53160 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 30164 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 15 contains 20578 members 
Mstep: Class 16 contains 528 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 5936 members 
Mstep: Class 19 contains 36638 members 
Mstep: Class 20 contains 23432 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 27781 members 
Entering Unmasked Estep 
Score: -138182128.000000 Penalty: 179644.437500
Splitting cluster 21 changes total score from -138153440.000000 to -138182128.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 22 (27781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Entering Unmasked Estep 
Score: -6265308.000000 Penalty: 6267.165527
	Iteration 0F: 2 clusters Score -6265308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -6244044.500000 Penalty: 12534.331055
	Iteration 0F: 3 clusters Score -6244044 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -6250542.500000 Penalty: 12534.331055
	Iteration 1F: 3 clusters Score -6250542 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -6251933.000000 Penalty: 12534.331055
	Iteration 2F: 3 clusters Score -6251933 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -6253566.000000 Penalty: 12534.331055
	Iteration 3F: 3 clusters Score -6253566 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -6255581.500000 Penalty: 12534.331055
	Iteration 4F: 3 clusters Score -6255582 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -6257807.500000 Penalty: 12534.331055
	Iteration 5F: 3 clusters Score -6257808 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -6259890.500000 Penalty: 12534.331055
	Iteration 6F: 3 clusters Score -6259890 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -6261471.500000 Penalty: 12534.331055
	Iteration 7F: 3 clusters Score -6261472 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -6262475.000000 Penalty: 12534.331055
	Iteration 8F: 3 clusters Score -6262475 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -6263044.000000 Penalty: 12534.331055
	Iteration 9Q: 3 clusters Score -6263044 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -6263383.500000 Penalty: 12534.331055
	Iteration 10Q: 3 clusters Score -6263384 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -6263644.000000 Penalty: 12534.331055
	Iteration 11Q: 3 clusters Score -6263644 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -6263771.500000 Penalty: 12534.331055
	Iteration 12Q: 3 clusters Score -6263772 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -6263873.000000 Penalty: 12534.331055
	Iteration 13Q: 3 clusters Score -6263873 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -6263955.500000 Penalty: 12534.331055
	Iteration 14Q: 3 clusters Score -6263956 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -6264055.500000 Penalty: 12534.331055
	Iteration 15Q: 3 clusters Score -6264056 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -6264150.000000 Penalty: 12534.331055
	Iteration 16Q: 3 clusters Score -6264150 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -6264210.500000 Penalty: 12534.331055
	Iteration 17Q: 3 clusters Score -6264210 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -6264334.000000 Penalty: 12534.331055
	Iteration 18Q: 3 clusters Score -6264334 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -6264452.500000 Penalty: 12534.331055
	Iteration 19Q: 3 clusters Score -6264452 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -6264595.500000 Penalty: 12534.331055
	Iteration 20F: 3 clusters Score -6264596 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -6264717.000000 Penalty: 12534.331055
	Iteration 21Q: 3 clusters Score -6264717 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -6264833.500000 Penalty: 12534.331055
	Iteration 22Q: 3 clusters Score -6264834 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -6264887.500000 Penalty: 12534.331055
	Iteration 23Q: 3 clusters Score -6264888 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -6264973.000000 Penalty: 12534.331055
	Iteration 24Q: 3 clusters Score -6264973 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -6264994.000000 Penalty: 12534.331055
	Iteration 25Q: 3 clusters Score -6264994 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -6265033.000000 Penalty: 12534.331055
	Iteration 26Q: 3 clusters Score -6265033 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -6265050.500000 Penalty: 12534.331055
	Iteration 27Q: 3 clusters Score -6265050 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -6265076.500000 Penalty: 12534.331055
	Iteration 28Q: 3 clusters Score -6265076 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -6265091.500000 Penalty: 12534.331055
	Iteration 29Q: 3 clusters Score -6265092 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -6265133.000000 Penalty: 12534.331055
	Iteration 30Q: 3 clusters Score -6265133 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -6265132.500000 Penalty: 12534.331055
	Iteration 31Q: 3 clusters Score -6265132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -6265161.000000 Penalty: 12534.331055
	Iteration 32Q: 3 clusters Score -6265161 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -6265159.000000 Penalty: 12534.331055
	Iteration 33Q: 3 clusters Score -6265159 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -6265166.500000 Penalty: 12534.331055
	Iteration 34Q: 3 clusters Score -6265166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -6265165.500000 Penalty: 12534.331055
	Iteration 35Q: 3 clusters Score -6265166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -6265179.500000 Penalty: 12534.331055
	Iteration 36Q: 3 clusters Score -6265180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -6265175.000000 Penalty: 12534.331055
	Iteration 37Q: 3 clusters Score -6265175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -6265181.500000 Penalty: 12534.331055
	Iteration 38Q: 3 clusters Score -6265182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -6265173.500000 Penalty: 12534.331055
	Iteration 39Q: 3 clusters Score -6265174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -6265184.000000 Penalty: 12534.331055
	Iteration 40F: 3 clusters Score -6265184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -6265187.500000 Penalty: 12534.331055
	Iteration 41Q: 3 clusters Score -6265188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -6265180.500000 Penalty: 12534.331055
	Iteration 42Q: 3 clusters Score -6265180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -6265182.000000 Penalty: 12534.331055
	Iteration 43Q: 3 clusters Score -6265182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -6265173.500000 Penalty: 12534.331055
	Iteration 44Q: 3 clusters Score -6265174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -6265177.000000 Penalty: 12534.331055
	Iteration 45Q: 3 clusters Score -6265177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -6265177.500000 Penalty: 12534.331055
	Iteration 46Q: 3 clusters Score -6265178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -6265188.000000 Penalty: 12534.331055
	Iteration 47Q: 3 clusters Score -6265188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -6265188.500000 Penalty: 12534.331055
	Iteration 48Q: 3 clusters Score -6265188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -6265199.000000 Penalty: 12534.331055
	Iteration 49Q: 3 clusters Score -6265199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -6265208.000000 Penalty: 12534.331055
	Iteration 50Q: 3 clusters Score -6265208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -6265200.000000 Penalty: 12534.331055
	Iteration 51Q: 3 clusters Score -6265200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -6265201.000000 Penalty: 12534.331055
	Iteration 52Q: 3 clusters Score -6265201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -6265201.000000 Penalty: 12534.331055
	Iteration 53F: 3 clusters Score -6265201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 3 contains 37241 members 
Mstep: Class 4 contains 127508 members 
Mstep: Class 5 contains 172604 members 
Mstep: Class 7 contains 11570 members 
Mstep: Class 8 contains 14322 members 
Mstep: Class 9 contains 26715 members 
Mstep: Class 10 contains 53160 members 
Mstep: Class 13 contains 30164 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 5936 members 
Mstep: Class 19 contains 36638 members 
Mstep: Class 20 contains 23432 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 27781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138188080.000000 Penalty: 179644.437500
Iteration 39Q: 23 clusters Score -1.381881e+08 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 3216 members 
Mstep: Class 3 contains 37242 members 
Mstep: Class 4 contains 128576 members 
Mstep: Class 5 contains 172556 members 
Mstep: Class 6 contains 6583 members 
Mstep: Class 7 contains 11516 members 
Mstep: Class 8 contains 14736 members 
Mstep: Class 9 contains 26834 members 
Mstep: Class 10 contains 52444 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 7291 members 
Mstep: Class 13 contains 30150 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 20035 members 
Mstep: Class 16 contains 526 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 5950 members 
Mstep: Class 19 contains 36576 members 
Mstep: Class 20 contains 23365 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 27818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138215856.000000 Penalty: 179644.437500
Iteration 40F: 23 clusters Score -1.382159e+08 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3463 members 
Mstep: Class 3 contains 37226 members 
Mstep: Class 4 contains 128104 members 
Mstep: Class 5 contains 172232 members 
Mstep: Class 6 contains 7356 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 14298 members 
Mstep: Class 9 contains 26887 members 
Mstep: Class 10 contains 51855 members 
Mstep: Class 11 contains 319 members 
Mstep: Class 12 contains 7545 members 
Mstep: Class 13 contains 30171 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 19992 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 5930 members 
Mstep: Class 19 contains 36527 members 
Mstep: Class 20 contains 23361 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 27695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138234528.000000 Penalty: 179644.437500
Iteration 41Q: 23 clusters Score -1.382345e+08 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3548 members 
Mstep: Class 3 contains 37236 members 
Mstep: Class 4 contains 127827 members 
Mstep: Class 5 contains 171971 members 
Mstep: Class 6 contains 7746 members 
Mstep: Class 7 contains 11845 members 
Mstep: Class 8 contains 14124 members 
Mstep: Class 9 contains 26944 members 
Mstep: Class 10 contains 51464 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 7667 members 
Mstep: Class 13 contains 30236 members 
Mstep: Class 14 contains 1529 members 
Mstep: Class 15 contains 19926 members 
Mstep: Class 16 contains 775 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 5933 members 
Mstep: Class 19 contains 36519 members 
Mstep: Class 20 contains 23371 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138236800.000000 Penalty: 179644.437500
Iteration 42Q: 23 clusters Score -1.382368e+08 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 3602 members 
Mstep: Class 3 contains 37272 members 
Mstep: Class 4 contains 127712 members 
Mstep: Class 5 contains 171781 members 
Mstep: Class 6 contains 7984 members 
Mstep: Class 7 contains 11741 members 
Mstep: Class 8 contains 13994 members 
Mstep: Class 9 contains 27017 members 
Mstep: Class 10 contains 51177 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 7731 members 
Mstep: Class 13 contains 30294 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19881 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 5948 members 
Mstep: Class 19 contains 36532 members 
Mstep: Class 20 contains 23410 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138238064.000000 Penalty: 179644.437500
Iteration 43Q: 23 clusters Score -1.382381e+08 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 37272 members 
Mstep: Class 4 contains 127666 members 
Mstep: Class 5 contains 171592 members 
Mstep: Class 6 contains 8189 members 
Mstep: Class 7 contains 11575 members 
Mstep: Class 8 contains 13888 members 
Mstep: Class 9 contains 27075 members 
Mstep: Class 10 contains 50979 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 7764 members 
Mstep: Class 13 contains 30347 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19848 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1254 members 
Mstep: Class 18 contains 5948 members 
Mstep: Class 19 contains 36553 members 
Mstep: Class 20 contains 23486 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138239168.000000 Penalty: 179644.437500
Iteration 44Q: 23 clusters Score -1.382392e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3641 members 
Mstep: Class 3 contains 37248 members 
Mstep: Class 4 contains 127698 members 
Mstep: Class 5 contains 171444 members 
Mstep: Class 6 contains 8348 members 
Mstep: Class 7 contains 11332 members 
Mstep: Class 8 contains 13775 members 
Mstep: Class 9 contains 27138 members 
Mstep: Class 10 contains 50825 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 7786 members 
Mstep: Class 13 contains 30387 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19802 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 5960 members 
Mstep: Class 19 contains 36573 members 
Mstep: Class 20 contains 23589 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138240208.000000 Penalty: 179644.437500
Iteration 45Q: 23 clusters Score -1.382402e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3646 members 
Mstep: Class 3 contains 37218 members 
Mstep: Class 4 contains 127819 members 
Mstep: Class 5 contains 171300 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 11107 members 
Mstep: Class 8 contains 13694 members 
Mstep: Class 9 contains 27200 members 
Mstep: Class 10 contains 50720 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 7797 members 
Mstep: Class 13 contains 30408 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19778 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 5976 members 
Mstep: Class 19 contains 36589 members 
Mstep: Class 20 contains 23691 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138240656.000000 Penalty: 179644.437500
Iteration 46Q: 23 clusters Score -1.382407e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 3647 members 
Mstep: Class 3 contains 37174 members 
Mstep: Class 4 contains 127857 members 
Mstep: Class 5 contains 171199 members 
Mstep: Class 6 contains 8559 members 
Mstep: Class 7 contains 11001 members 
Mstep: Class 8 contains 13644 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 50640 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 7805 members 
Mstep: Class 13 contains 30432 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19759 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 5994 members 
Mstep: Class 19 contains 36597 members 
Mstep: Class 20 contains 23788 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138241072.000000 Penalty: 179644.437500
Iteration 47Q: 23 clusters Score -1.382411e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 3640 members 
Mstep: Class 3 contains 37130 members 
Mstep: Class 4 contains 127867 members 
Mstep: Class 5 contains 171109 members 
Mstep: Class 6 contains 8631 members 
Mstep: Class 7 contains 10968 members 
Mstep: Class 8 contains 13615 members 
Mstep: Class 9 contains 27304 members 
Mstep: Class 10 contains 50587 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 30452 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19750 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 5998 members 
Mstep: Class 19 contains 36606 members 
Mstep: Class 20 contains 23885 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138241312.000000 Penalty: 179644.437500
Iteration 48Q: 23 clusters Score -1.382413e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3642 members 
Mstep: Class 3 contains 37065 members 
Mstep: Class 4 contains 127839 members 
Mstep: Class 5 contains 171041 members 
Mstep: Class 6 contains 8684 members 
Mstep: Class 7 contains 10969 members 
Mstep: Class 8 contains 13585 members 
Mstep: Class 9 contains 27361 members 
Mstep: Class 10 contains 50543 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 7828 members 
Mstep: Class 13 contains 30466 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19739 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 6010 members 
Mstep: Class 19 contains 36610 members 
Mstep: Class 20 contains 23992 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27690 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 23 clusters Score -1.382414e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 37032 members 
Mstep: Class 4 contains 127821 members 
Mstep: Class 5 contains 171001 members 
Mstep: Class 6 contains 8743 members 
Mstep: Class 7 contains 10981 members 
Mstep: Class 8 contains 13560 members 
Mstep: Class 9 contains 27410 members 
Mstep: Class 10 contains 50518 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 7830 members 
Mstep: Class 13 contains 30473 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 6021 members 
Mstep: Class 19 contains 36616 members 
Mstep: Class 20 contains 24073 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138241600.000000 Penalty: 179644.437500
Iteration 50Q: 23 clusters Score -1.382416e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 36990 members 
Mstep: Class 4 contains 127814 members 
Mstep: Class 5 contains 170960 members 
Mstep: Class 6 contains 8791 members 
Mstep: Class 7 contains 10990 members 
Mstep: Class 8 contains 13547 members 
Mstep: Class 9 contains 27455 members 
Mstep: Class 10 contains 50501 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 7833 members 
Mstep: Class 13 contains 30477 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 19710 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 6022 members 
Mstep: Class 19 contains 36620 members 
Mstep: Class 20 contains 24141 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138241568.000000 Penalty: 179644.437500
Iteration 51Q: 23 clusters Score -1.382416e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 36957 members 
Mstep: Class 4 contains 127804 members 
Mstep: Class 5 contains 170938 members 
Mstep: Class 6 contains 8839 members 
Mstep: Class 7 contains 10997 members 
Mstep: Class 8 contains 13531 members 
Mstep: Class 9 contains 27492 members 
Mstep: Class 10 contains 50484 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 7836 members 
Mstep: Class 13 contains 30481 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 19712 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 6021 members 
Mstep: Class 19 contains 36622 members 
Mstep: Class 20 contains 24201 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27449 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 23 clusters Score -1.382415e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3640 members 
Mstep: Class 3 contains 36925 members 
Mstep: Class 4 contains 127792 members 
Mstep: Class 5 contains 170919 members 
Mstep: Class 6 contains 8884 members 
Mstep: Class 7 contains 11001 members 
Mstep: Class 8 contains 13516 members 
Mstep: Class 9 contains 27523 members 
Mstep: Class 10 contains 50475 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 7837 members 
Mstep: Class 13 contains 30484 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 19703 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 6027 members 
Mstep: Class 19 contains 36629 members 
Mstep: Class 20 contains 24257 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138241712.000000 Penalty: 179644.437500
Iteration 53Q: 23 clusters Score -1.382417e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 3640 members 
Mstep: Class 3 contains 36899 members 
Mstep: Class 4 contains 127801 members 
Mstep: Class 5 contains 170890 members 
Mstep: Class 6 contains 8924 members 
Mstep: Class 7 contains 11005 members 
Mstep: Class 8 contains 13504 members 
Mstep: Class 9 contains 27545 members 
Mstep: Class 10 contains 50467 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 7837 members 
Mstep: Class 13 contains 30489 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 19695 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 6025 members 
Mstep: Class 19 contains 36632 members 
Mstep: Class 20 contains 24317 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138241680.000000 Penalty: 179644.437500
Iteration 54Q: 23 clusters Score -1.382417e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3639 members 
Mstep: Class 3 contains 36867 members 
Mstep: Class 4 contains 127795 members 
Mstep: Class 5 contains 170871 members 
Mstep: Class 6 contains 8951 members 
Mstep: Class 7 contains 11011 members 
Mstep: Class 8 contains 13494 members 
Mstep: Class 9 contains 27556 members 
Mstep: Class 10 contains 50462 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 7836 members 
Mstep: Class 13 contains 30496 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 19696 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 6030 members 
Mstep: Class 19 contains 36633 members 
Mstep: Class 20 contains 24372 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138241664.000000 Penalty: 179644.437500
Iteration 55Q: 23 clusters Score -1.382417e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 36839 members 
Mstep: Class 4 contains 127790 members 
Mstep: Class 5 contains 170854 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 11019 members 
Mstep: Class 8 contains 13490 members 
Mstep: Class 9 contains 27565 members 
Mstep: Class 10 contains 50457 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 7835 members 
Mstep: Class 13 contains 30501 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 19694 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 36633 members 
Mstep: Class 20 contains 24422 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138241776.000000 Penalty: 179644.437500
Iteration 56Q: 23 clusters Score -1.382418e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 36815 members 
Mstep: Class 4 contains 127788 members 
Mstep: Class 5 contains 170840 members 
Mstep: Class 6 contains 9017 members 
Mstep: Class 7 contains 11019 members 
Mstep: Class 8 contains 13476 members 
Mstep: Class 9 contains 27576 members 
Mstep: Class 10 contains 50456 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30501 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 19690 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 6034 members 
Mstep: Class 19 contains 36634 members 
Mstep: Class 20 contains 24469 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138241712.000000 Penalty: 179644.437500
Iteration 57Q: 23 clusters Score -1.382417e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 36786 members 
Mstep: Class 4 contains 127772 members 
Mstep: Class 5 contains 170829 members 
Mstep: Class 6 contains 9057 members 
Mstep: Class 7 contains 11022 members 
Mstep: Class 8 contains 13471 members 
Mstep: Class 9 contains 27591 members 
Mstep: Class 10 contains 50454 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30499 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 19687 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 6035 members 
Mstep: Class 19 contains 36634 members 
Mstep: Class 20 contains 24514 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138241632.000000 Penalty: 179644.437500
Iteration 58Q: 23 clusters Score -1.382416e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 36759 members 
Mstep: Class 4 contains 127772 members 
Mstep: Class 5 contains 170821 members 
Mstep: Class 6 contains 9079 members 
Mstep: Class 7 contains 11027 members 
Mstep: Class 8 contains 13464 members 
Mstep: Class 9 contains 27600 members 
Mstep: Class 10 contains 50452 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30500 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 19681 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 6035 members 
Mstep: Class 19 contains 36635 members 
Mstep: Class 20 contains 24561 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138241808.000000 Penalty: 179644.437500
Iteration 59Q: 23 clusters Score -1.382418e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 36733 members 
Mstep: Class 4 contains 127762 members 
Mstep: Class 5 contains 170818 members 
Mstep: Class 6 contains 9102 members 
Mstep: Class 7 contains 11027 members 
Mstep: Class 8 contains 13459 members 
Mstep: Class 9 contains 27605 members 
Mstep: Class 10 contains 50450 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30500 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 19674 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 36637 members 
Mstep: Class 20 contains 24611 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138253744.000000 Penalty: 179644.437500
Iteration 60F: 23 clusters Score -1.382537e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 3644 members 
Mstep: Class 3 contains 36699 members 
Mstep: Class 4 contains 127756 members 
Mstep: Class 5 contains 170809 members 
Mstep: Class 6 contains 9128 members 
Mstep: Class 7 contains 11032 members 
Mstep: Class 8 contains 13448 members 
Mstep: Class 9 contains 27606 members 
Mstep: Class 10 contains 50450 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30500 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 19667 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 6030 members 
Mstep: Class 19 contains 36639 members 
Mstep: Class 20 contains 24668 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 27055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138266928.000000 Penalty: 179644.437500
Iteration 61Q: 23 clusters Score -1.382669e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 3651 members 
Mstep: Class 3 contains 36672 members 
Mstep: Class 4 contains 127738 members 
Mstep: Class 5 contains 170804 members 
Mstep: Class 6 contains 9152 members 
Mstep: Class 7 contains 11043 members 
Mstep: Class 8 contains 13442 members 
Mstep: Class 9 contains 27612 members 
Mstep: Class 10 contains 50447 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30502 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 19662 members 
Mstep: Class 16 contains 980 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 36640 members 
Mstep: Class 20 contains 24713 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 27020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138266864.000000 Penalty: 179644.437500
Iteration 62Q: 23 clusters Score -1.382669e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 3654 members 
Mstep: Class 3 contains 36643 members 
Mstep: Class 4 contains 127727 members 
Mstep: Class 5 contains 170802 members 
Mstep: Class 6 contains 9167 members 
Mstep: Class 7 contains 11049 members 
Mstep: Class 8 contains 13439 members 
Mstep: Class 9 contains 27621 members 
Mstep: Class 10 contains 50447 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30504 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 19665 members 
Mstep: Class 16 contains 978 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 36641 members 
Mstep: Class 20 contains 24757 members 
Mstep: Class 21 contains 1435 members 
Mstep: Class 22 contains 26982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138266992.000000 Penalty: 179644.437500
Iteration 63Q: 23 clusters Score -1.38267e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3666 members 
Mstep: Class 3 contains 36608 members 
Mstep: Class 4 contains 127722 members 
Mstep: Class 5 contains 170798 members 
Mstep: Class 6 contains 9187 members 
Mstep: Class 7 contains 11051 members 
Mstep: Class 8 contains 13443 members 
Mstep: Class 9 contains 27626 members 
Mstep: Class 10 contains 50444 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 7832 members 
Mstep: Class 13 contains 30503 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19661 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 36641 members 
Mstep: Class 20 contains 24808 members 
Mstep: Class 21 contains 1435 members 
Mstep: Class 22 contains 26942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138266864.000000 Penalty: 179644.437500
Iteration 64Q: 23 clusters Score -1.382669e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3666 members 
Mstep: Class 3 contains 36590 members 
Mstep: Class 4 contains 127723 members 
Mstep: Class 5 contains 170791 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 11049 members 
Mstep: Class 8 contains 13441 members 
Mstep: Class 9 contains 27626 members 
Mstep: Class 10 contains 50441 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 7833 members 
Mstep: Class 13 contains 30504 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19658 members 
Mstep: Class 16 contains 976 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6034 members 
Mstep: Class 19 contains 36639 members 
Mstep: Class 20 contains 24846 members 
Mstep: Class 21 contains 1436 members 
Mstep: Class 22 contains 26904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138266848.000000 Penalty: 179644.437500
Iteration 65Q: 23 clusters Score -1.382668e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3671 members 
Mstep: Class 3 contains 36566 members 
Mstep: Class 4 contains 127730 members 
Mstep: Class 5 contains 170776 members 
Mstep: Class 6 contains 9250 members 
Mstep: Class 7 contains 11052 members 
Mstep: Class 8 contains 13442 members 
Mstep: Class 9 contains 27619 members 
Mstep: Class 10 contains 50440 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30506 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19652 members 
Mstep: Class 16 contains 975 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6034 members 
Mstep: Class 19 contains 36636 members 
Mstep: Class 20 contains 24885 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 26861 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 23 clusters Score -1.382671e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3672 members 
Mstep: Class 3 contains 36541 members 
Mstep: Class 4 contains 127735 members 
Mstep: Class 5 contains 170755 members 
Mstep: Class 6 contains 9294 members 
Mstep: Class 7 contains 11051 members 
Mstep: Class 8 contains 13441 members 
Mstep: Class 9 contains 27617 members 
Mstep: Class 10 contains 50440 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 7836 members 
Mstep: Class 13 contains 30508 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19649 members 
Mstep: Class 16 contains 974 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6036 members 
Mstep: Class 19 contains 36636 members 
Mstep: Class 20 contains 24922 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 26817 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 23 clusters Score -1.382672e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3666 members 
Mstep: Class 3 contains 36526 members 
Mstep: Class 4 contains 127735 members 
Mstep: Class 5 contains 170745 members 
Mstep: Class 6 contains 9336 members 
Mstep: Class 7 contains 11050 members 
Mstep: Class 8 contains 13436 members 
Mstep: Class 9 contains 27620 members 
Mstep: Class 10 contains 50436 members 
Mstep: Class 11 contains 335 members 
Mstep: Class 12 contains 7836 members 
Mstep: Class 13 contains 30508 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19646 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 36636 members 
Mstep: Class 20 contains 24953 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 26775 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 23 clusters Score -1.382672e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 3662 members 
Mstep: Class 3 contains 36506 members 
Mstep: Class 4 contains 127735 members 
Mstep: Class 5 contains 170735 members 
Mstep: Class 6 contains 9378 members 
Mstep: Class 7 contains 11049 members 
Mstep: Class 8 contains 13441 members 
Mstep: Class 9 contains 27621 members 
Mstep: Class 10 contains 50427 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 7836 members 
Mstep: Class 13 contains 30507 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19643 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 36636 members 
Mstep: Class 20 contains 24985 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 26729 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 69Q: 23 clusters Score -1.382671e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3655 members 
Mstep: Class 3 contains 36487 members 
Mstep: Class 4 contains 127741 members 
Mstep: Class 5 contains 170722 members 
Mstep: Class 6 contains 9434 members 
Mstep: Class 7 contains 11050 members 
Mstep: Class 8 contains 13443 members 
Mstep: Class 9 contains 27622 members 
Mstep: Class 10 contains 50421 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 7835 members 
Mstep: Class 13 contains 30509 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19642 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 36637 members 
Mstep: Class 20 contains 25009 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 26669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267264.000000 Penalty: 179644.437500
Iteration 70Q: 23 clusters Score -1.382673e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3653 members 
Mstep: Class 3 contains 36479 members 
Mstep: Class 4 contains 127753 members 
Mstep: Class 5 contains 170713 members 
Mstep: Class 6 contains 9488 members 
Mstep: Class 7 contains 11053 members 
Mstep: Class 8 contains 13445 members 
Mstep: Class 9 contains 27623 members 
Mstep: Class 10 contains 50416 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30510 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19644 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6057 members 
Mstep: Class 19 contains 36637 members 
Mstep: Class 20 contains 25028 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 26590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267328.000000 Penalty: 179644.437500
Iteration 71Q: 23 clusters Score -1.382673e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3650 members 
Mstep: Class 3 contains 36480 members 
Mstep: Class 4 contains 127766 members 
Mstep: Class 5 contains 170704 members 
Mstep: Class 6 contains 9546 members 
Mstep: Class 7 contains 11058 members 
Mstep: Class 8 contains 13445 members 
Mstep: Class 9 contains 27618 members 
Mstep: Class 10 contains 50413 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19648 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6058 members 
Mstep: Class 19 contains 36636 members 
Mstep: Class 20 contains 25044 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 26504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267264.000000 Penalty: 179644.437500
Iteration 72Q: 23 clusters Score -1.382673e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 3652 members 
Mstep: Class 3 contains 36473 members 
Mstep: Class 4 contains 127771 members 
Mstep: Class 5 contains 170697 members 
Mstep: Class 6 contains 9597 members 
Mstep: Class 7 contains 11061 members 
Mstep: Class 8 contains 13441 members 
Mstep: Class 9 contains 27619 members 
Mstep: Class 10 contains 50409 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30515 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19647 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6058 members 
Mstep: Class 19 contains 36636 members 
Mstep: Class 20 contains 25058 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 26445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267440.000000 Penalty: 179644.437500
Iteration 73Q: 23 clusters Score -1.382674e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3651 members 
Mstep: Class 3 contains 36473 members 
Mstep: Class 4 contains 127763 members 
Mstep: Class 5 contains 170685 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 11065 members 
Mstep: Class 8 contains 13434 members 
Mstep: Class 9 contains 27625 members 
Mstep: Class 10 contains 50405 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30516 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19651 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6059 members 
Mstep: Class 19 contains 36637 members 
Mstep: Class 20 contains 25072 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 26390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267424.000000 Penalty: 179644.437500
Iteration 74Q: 23 clusters Score -1.382674e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3653 members 
Mstep: Class 3 contains 36479 members 
Mstep: Class 4 contains 127764 members 
Mstep: Class 5 contains 170676 members 
Mstep: Class 6 contains 9701 members 
Mstep: Class 7 contains 11068 members 
Mstep: Class 8 contains 13431 members 
Mstep: Class 9 contains 27629 members 
Mstep: Class 10 contains 50403 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30516 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19649 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6058 members 
Mstep: Class 19 contains 36636 members 
Mstep: Class 20 contains 25083 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 26328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267312.000000 Penalty: 179644.437500
Iteration 75Q: 23 clusters Score -1.382673e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 3653 members 
Mstep: Class 3 contains 36483 members 
Mstep: Class 4 contains 127766 members 
Mstep: Class 5 contains 170663 members 
Mstep: Class 6 contains 9767 members 
Mstep: Class 7 contains 11071 members 
Mstep: Class 8 contains 13435 members 
Mstep: Class 9 contains 27631 members 
Mstep: Class 10 contains 50401 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 7835 members 
Mstep: Class 13 contains 30517 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19646 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 36638 members 
Mstep: Class 20 contains 25088 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 26256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267472.000000 Penalty: 179644.437500
Iteration 76Q: 23 clusters Score -1.382675e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3653 members 
Mstep: Class 3 contains 36493 members 
Mstep: Class 4 contains 127773 members 
Mstep: Class 5 contains 170645 members 
Mstep: Class 6 contains 9851 members 
Mstep: Class 7 contains 11071 members 
Mstep: Class 8 contains 13433 members 
Mstep: Class 9 contains 27632 members 
Mstep: Class 10 contains 50400 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 7835 members 
Mstep: Class 13 contains 30517 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19646 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 36637 members 
Mstep: Class 20 contains 25093 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 26172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267264.000000 Penalty: 179644.437500
Iteration 77Q: 23 clusters Score -1.382673e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 3652 members 
Mstep: Class 3 contains 36501 members 
Mstep: Class 4 contains 127794 members 
Mstep: Class 5 contains 170638 members 
Mstep: Class 6 contains 9929 members 
Mstep: Class 7 contains 11071 members 
Mstep: Class 8 contains 13426 members 
Mstep: Class 9 contains 27632 members 
Mstep: Class 10 contains 50397 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 7835 members 
Mstep: Class 13 contains 30515 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19645 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 36637 members 
Mstep: Class 20 contains 25102 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 26073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267392.000000 Penalty: 179644.437500
Iteration 78Q: 23 clusters Score -1.382674e+08 nChanged 183
Entering ConstructFrom: 
Score: -138267392.000000 Penalty: 179644.437500
Entering ConstructFrom: 
Trying to split cluster 1 (7903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Entering Unmasked Estep 
Score: -1733091.375000 Penalty: 5497.186035
	Iteration 0F: 2 clusters Score -1733091 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 3951 members 
Entering Unmasked Estep 
Score: -1724158.500000 Penalty: 10994.372070
	Iteration 0F: 3 clusters Score -1724158 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1725834.750000 Penalty: 10994.372070
	Iteration 1F: 3 clusters Score -1725835 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1726277.250000 Penalty: 10994.372070
	Iteration 2F: 3 clusters Score -1726277 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1726642.500000 Penalty: 10994.372070
	Iteration 3F: 3 clusters Score -1726642 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1726941.625000 Penalty: 10994.372070
	Iteration 4Q: 3 clusters Score -1726942 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1727263.375000 Penalty: 10994.372070
	Iteration 5Q: 3 clusters Score -1727263 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1727540.125000 Penalty: 10994.372070
	Iteration 6Q: 3 clusters Score -1727540 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1727783.500000 Penalty: 10994.372070
	Iteration 7Q: 3 clusters Score -1727784 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1728006.500000 Penalty: 10994.372070
	Iteration 8Q: 3 clusters Score -1728006 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1728228.625000 Penalty: 10994.372070
	Iteration 9Q: 3 clusters Score -1728229 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1728455.250000 Penalty: 10994.372070
	Iteration 10Q: 3 clusters Score -1728455 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1728648.250000 Penalty: 10994.372070
	Iteration 11Q: 3 clusters Score -1728648 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1728805.000000 Penalty: 10994.372070
	Iteration 12Q: 3 clusters Score -1728805 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1728972.625000 Penalty: 10994.372070
	Iteration 13Q: 3 clusters Score -1728973 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1729109.500000 Penalty: 10994.372070
	Iteration 14Q: 3 clusters Score -1729110 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1729254.250000 Penalty: 10994.372070
	Iteration 15Q: 3 clusters Score -1729254 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1729354.875000 Penalty: 10994.372070
	Iteration 16Q: 3 clusters Score -1729355 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1729427.500000 Penalty: 10994.372070
	Iteration 17Q: 3 clusters Score -1729428 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1729489.125000 Penalty: 10994.372070
	Iteration 18Q: 3 clusters Score -1729489 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1729550.500000 Penalty: 10994.372070
	Iteration 19Q: 3 clusters Score -1729550 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1729587.375000 Penalty: 10994.372070
	Iteration 20F: 3 clusters Score -1729587 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1729611.875000 Penalty: 10994.372070
	Iteration 21Q: 3 clusters Score -1729612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1729629.125000 Penalty: 10994.372070
	Iteration 22Q: 3 clusters Score -1729629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1729634.750000 Penalty: 10994.372070
	Iteration 23Q: 3 clusters Score -1729635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1729647.000000 Penalty: 10994.372070
	Iteration 24Q: 3 clusters Score -1729647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1729651.875000 Penalty: 10994.372070
	Iteration 25Q: 3 clusters Score -1729652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1729663.000000 Penalty: 10994.372070
	Iteration 26Q: 3 clusters Score -1729663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1729673.000000 Penalty: 10994.372070
	Iteration 27Q: 3 clusters Score -1729673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1729672.500000 Penalty: 10994.372070
	Iteration 28Q: 3 clusters Score -1729672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1729676.750000 Penalty: 10994.372070
	Iteration 29Q: 3 clusters Score -1729677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1729676.250000 Penalty: 10994.372070
	Iteration 30Q: 3 clusters Score -1729676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1729685.250000 Penalty: 10994.372070
	Iteration 31Q: 3 clusters Score -1729685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1729688.375000 Penalty: 10994.372070
	Iteration 32Q: 3 clusters Score -1729688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1729694.250000 Penalty: 10994.372070
	Iteration 33Q: 3 clusters Score -1729694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1729696.625000 Penalty: 10994.372070
	Iteration 34Q: 3 clusters Score -1729697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1729696.625000 Penalty: 10994.372070
	Iteration 35Q: 3 clusters Score -1729697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1729695.750000 Penalty: 10994.372070
	Iteration 36Q: 3 clusters Score -1729696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1729696.375000 Penalty: 10994.372070
	Iteration 37Q: 3 clusters Score -1729696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1729704.000000 Penalty: 10994.372070
	Iteration 38Q: 3 clusters Score -1729704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1729705.625000 Penalty: 10994.372070
	Iteration 39Q: 3 clusters Score -1729706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1729711.625000 Penalty: 10994.372070
	Iteration 40F: 3 clusters Score -1729712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1729715.000000 Penalty: 10994.372070
	Iteration 41Q: 3 clusters Score -1729715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1729716.125000 Penalty: 10994.372070
	Iteration 42Q: 3 clusters Score -1729716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1729719.000000 Penalty: 10994.372070
	Iteration 43Q: 3 clusters Score -1729719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1729717.750000 Penalty: 10994.372070
	Iteration 44Q: 3 clusters Score -1729718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1729717.125000 Penalty: 10994.372070
	Iteration 45Q: 3 clusters Score -1729717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1729716.875000 Penalty: 10994.372070
	Iteration 46Q: 3 clusters Score -1729717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1729715.875000 Penalty: 10994.372070
	Iteration 47Q: 3 clusters Score -1729716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1729718.000000 Penalty: 10994.372070
	Iteration 48Q: 3 clusters Score -1729718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1729718.000000 Penalty: 10994.372070
	Iteration 49F: 3 clusters Score -1729718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Entering Unmasked Estep 
Score: -796090.562500 Penalty: 5024.356445
	Iteration 0F: 2 clusters Score -796090.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -789956.750000 Penalty: 10048.712891
	Iteration 0F: 3 clusters Score -789956.8 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -791020.687500 Penalty: 10048.712891
	Iteration 1F: 3 clusters Score -791020.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -791370.375000 Penalty: 10048.712891
	Iteration 2F: 3 clusters Score -791370.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -791599.250000 Penalty: 10048.712891
	Iteration 3Q: 3 clusters Score -791599.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -791745.937500 Penalty: 10048.712891
	Iteration 4Q: 3 clusters Score -791745.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -791876.187500 Penalty: 10048.712891
	Iteration 5Q: 3 clusters Score -791876.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -791959.375000 Penalty: 10048.712891
	Iteration 6Q: 3 clusters Score -791959.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -792016.875000 Penalty: 10048.712891
	Iteration 7Q: 3 clusters Score -792016.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -792078.125000 Penalty: 10048.712891
	Iteration 8Q: 3 clusters Score -792078.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -792116.437500 Penalty: 10048.712891
	Iteration 9Q: 3 clusters Score -792116.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -792150.687500 Penalty: 10048.712891
	Iteration 10Q: 3 clusters Score -792150.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -792173.500000 Penalty: 10048.712891
	Iteration 11Q: 3 clusters Score -792173.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -792197.062500 Penalty: 10048.712891
	Iteration 12Q: 3 clusters Score -792197.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -792221.250000 Penalty: 10048.712891
	Iteration 13Q: 3 clusters Score -792221.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -792240.750000 Penalty: 10048.712891
	Iteration 14Q: 3 clusters Score -792240.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -792254.937500 Penalty: 10048.712891
	Iteration 15Q: 3 clusters Score -792254.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -792266.187500 Penalty: 10048.712891
	Iteration 16Q: 3 clusters Score -792266.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -792278.000000 Penalty: 10048.712891
	Iteration 17Q: 3 clusters Score -792278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -792292.187500 Penalty: 10048.712891
	Iteration 18Q: 3 clusters Score -792292.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -792301.000000 Penalty: 10048.712891
	Iteration 19Q: 3 clusters Score -792301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -792311.625000 Penalty: 10048.712891
	Iteration 20F: 3 clusters Score -792311.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -792318.500000 Penalty: 10048.712891
	Iteration 21Q: 3 clusters Score -792318.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -792325.625000 Penalty: 10048.712891
	Iteration 22Q: 3 clusters Score -792325.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -792333.937500 Penalty: 10048.712891
	Iteration 23Q: 3 clusters Score -792333.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -792343.500000 Penalty: 10048.712891
	Iteration 24Q: 3 clusters Score -792343.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -792353.000000 Penalty: 10048.712891
	Iteration 25Q: 3 clusters Score -792353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -792358.625000 Penalty: 10048.712891
	Iteration 26Q: 3 clusters Score -792358.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -792367.187500 Penalty: 10048.712891
	Iteration 27Q: 3 clusters Score -792367.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -792374.937500 Penalty: 10048.712891
	Iteration 28Q: 3 clusters Score -792374.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -792382.187500 Penalty: 10048.712891
	Iteration 29Q: 3 clusters Score -792382.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -792390.000000 Penalty: 10048.712891
	Iteration 30Q: 3 clusters Score -792390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -792397.875000 Penalty: 10048.712891
	Iteration 31Q: 3 clusters Score -792397.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -792407.312500 Penalty: 10048.712891
	Iteration 32Q: 3 clusters Score -792407.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -792424.062500 Penalty: 10048.712891
	Iteration 33Q: 3 clusters Score -792424.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -792441.062500 Penalty: 10048.712891
	Iteration 34Q: 3 clusters Score -792441.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -792467.062500 Penalty: 10048.712891
	Iteration 35Q: 3 clusters Score -792467.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -792506.125000 Penalty: 10048.712891
	Iteration 36Q: 3 clusters Score -792506.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -792565.750000 Penalty: 10048.712891
	Iteration 37Q: 3 clusters Score -792565.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -792676.687500 Penalty: 10048.712891
	Iteration 38Q: 3 clusters Score -792676.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -792869.375000 Penalty: 10048.712891
	Iteration 39Q: 3 clusters Score -792869.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -793044.250000 Penalty: 10048.712891
	Iteration 40F: 3 clusters Score -793044.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -793173.812500 Penalty: 10048.712891
	Iteration 41Q: 3 clusters Score -793173.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -793279.687500 Penalty: 10048.712891
	Iteration 42Q: 3 clusters Score -793279.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -793348.062500 Penalty: 10048.712891
	Iteration 43Q: 3 clusters Score -793348.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -793393.937500 Penalty: 10048.712891
	Iteration 44Q: 3 clusters Score -793393.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -793429.875000 Penalty: 10048.712891
	Iteration 45Q: 3 clusters Score -793429.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -793450.937500 Penalty: 10048.712891
	Iteration 46Q: 3 clusters Score -793450.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -793467.687500 Penalty: 10048.712891
	Iteration 47Q: 3 clusters Score -793467.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -793485.375000 Penalty: 10048.712891
	Iteration 48Q: 3 clusters Score -793485.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -793506.312500 Penalty: 10048.712891
	Iteration 49Q: 3 clusters Score -793506.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -793528.250000 Penalty: 10048.712891
	Iteration 50Q: 3 clusters Score -793528.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -793551.375000 Penalty: 10048.712891
	Iteration 51Q: 3 clusters Score -793551.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -793565.500000 Penalty: 10048.712891
	Iteration 52Q: 3 clusters Score -793565.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -793577.937500 Penalty: 10048.712891
	Iteration 53Q: 3 clusters Score -793577.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -793586.187500 Penalty: 10048.712891
	Iteration 54Q: 3 clusters Score -793586.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -793594.250000 Penalty: 10048.712891
	Iteration 55Q: 3 clusters Score -793594.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -793603.250000 Penalty: 10048.712891
	Iteration 56Q: 3 clusters Score -793603.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -793607.312500 Penalty: 10048.712891
	Iteration 57Q: 3 clusters Score -793607.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -793613.937500 Penalty: 10048.712891
	Iteration 58Q: 3 clusters Score -793613.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -793622.812500 Penalty: 10048.712891
	Iteration 59Q: 3 clusters Score -793622.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -793631.812500 Penalty: 10048.712891
	Iteration 60F: 3 clusters Score -793631.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -793635.312500 Penalty: 10048.712891
	Iteration 61Q: 3 clusters Score -793635.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -793643.500000 Penalty: 10048.712891
	Iteration 62Q: 3 clusters Score -793643.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -793654.312500 Penalty: 10048.712891
	Iteration 63Q: 3 clusters Score -793654.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -793664.812500 Penalty: 10048.712891
	Iteration 64Q: 3 clusters Score -793664.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -793670.875000 Penalty: 10048.712891
	Iteration 65Q: 3 clusters Score -793670.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -793678.312500 Penalty: 10048.712891
	Iteration 66Q: 3 clusters Score -793678.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -793687.687500 Penalty: 10048.712891
	Iteration 67Q: 3 clusters Score -793687.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -793697.437500 Penalty: 10048.712891
	Iteration 68Q: 3 clusters Score -793697.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -793708.250000 Penalty: 10048.712891
	Iteration 69Q: 3 clusters Score -793708.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -793718.187500 Penalty: 10048.712891
	Iteration 70Q: 3 clusters Score -793718.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -793725.250000 Penalty: 10048.712891
	Iteration 71Q: 3 clusters Score -793725.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -793730.500000 Penalty: 10048.712891
	Iteration 72Q: 3 clusters Score -793730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -793735.062500 Penalty: 10048.712891
	Iteration 73Q: 3 clusters Score -793735.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -793741.937500 Penalty: 10048.712891
	Iteration 74Q: 3 clusters Score -793741.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -793744.437500 Penalty: 10048.712891
	Iteration 75Q: 3 clusters Score -793744.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -793750.500000 Penalty: 10048.712891
	Iteration 76Q: 3 clusters Score -793750.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -793757.062500 Penalty: 10048.712891
	Iteration 77Q: 3 clusters Score -793757.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -793765.937500 Penalty: 10048.712891
	Iteration 78Q: 3 clusters Score -793765.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -793789.125000 Penalty: 10048.712891
	Iteration 79Q: 3 clusters Score -793789.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -793807.312500 Penalty: 10048.712891
	Iteration 80F: 3 clusters Score -793807.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -793816.000000 Penalty: 10048.712891
	Iteration 81Q: 3 clusters Score -793816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -793816.750000 Penalty: 10048.712891
	Iteration 82Q: 3 clusters Score -793816.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -793816.750000 Penalty: 10048.712891
	Iteration 83F: 3 clusters Score -793816.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Entering Unmasked Estep 
Score: -8312872.000000 Penalty: 6434.622070
	Iteration 0F: 2 clusters Score -8312872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -8285910.000000 Penalty: 12869.244141
	Iteration 0F: 3 clusters Score -8285910 nChanged 15714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -8294226.000000 Penalty: 12869.244141
	Iteration 1F: 3 clusters Score -8294226 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -8295184.000000 Penalty: 12869.244141
	Iteration 2F: 3 clusters Score -8295184 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -8296037.000000 Penalty: 12869.244141
	Iteration 3F: 3 clusters Score -8296037 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -8296666.500000 Penalty: 12869.244141
	Iteration 4Q: 3 clusters Score -8296666 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -8297286.000000 Penalty: 12869.244141
	Iteration 5Q: 3 clusters Score -8297286 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -8297835.500000 Penalty: 12869.244141
	Iteration 6Q: 3 clusters Score -8297836 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -8298366.000000 Penalty: 12869.244141
	Iteration 7Q: 3 clusters Score -8298366 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -8298927.000000 Penalty: 12869.244141
	Iteration 8Q: 3 clusters Score -8298927 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -8299699.000000 Penalty: 12869.244141
	Iteration 9Q: 3 clusters Score -8299699 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -8300686.500000 Penalty: 12869.244141
	Iteration 10Q: 3 clusters Score -8300686 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -8302129.500000 Penalty: 12869.244141
	Iteration 11Q: 3 clusters Score -8302130 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -8304200.000000 Penalty: 12869.244141
	Iteration 12F: 3 clusters Score -8304200 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -8307278.000000 Penalty: 12869.244141
	Iteration 13F: 3 clusters Score -8307278 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -8310320.500000 Penalty: 12869.244141
	Iteration 14F: 3 clusters Score -8310320 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -8312181.500000 Penalty: 12869.244141
	Iteration 15Q: 3 clusters Score -8312182 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -8313456.000000 Penalty: 12869.244141
	Iteration 16Q: 3 clusters Score -8313456 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -8315170.000000 Penalty: 12869.244141
	Iteration 17Q: 3 clusters Score -8315170 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -8317280.500000 Penalty: 12869.244141
	Iteration 18Q: 3 clusters Score -8317280 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -8317934.500000 Penalty: 12869.244141
	Iteration 19Q: 3 clusters Score -8317934 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -8318020.500000 Penalty: 12869.244141
	Iteration 20F: 3 clusters Score -8318020 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -8318020.000000 Penalty: 12869.244141
	Iteration 21Q: 3 clusters Score -8318020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -8318031.000000 Penalty: 12869.244141
	Iteration 22Q: 3 clusters Score -8318031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -8318053.000000 Penalty: 12869.244141
	Iteration 23Q: 3 clusters Score -8318053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -8318047.000000 Penalty: 12869.244141
	Iteration 24Q: 3 clusters Score -8318047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -8318047.000000 Penalty: 12869.244141
	Iteration 25Q: 3 clusters Score -8318047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -8318050.500000 Penalty: 12869.244141
	Iteration 26Q: 3 clusters Score -8318050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -8318048.000000 Penalty: 12869.244141
	Iteration 27Q: 3 clusters Score -8318048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -8318050.000000 Penalty: 12869.244141
	Iteration 28Q: 3 clusters Score -8318050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -8318050.000000 Penalty: 12869.244141
	Iteration 29F: 3 clusters Score -8318050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3652 members 
Mstep: Class 3 contains 13125 members 
Mstep: Class 4 contains 127815 members 
Mstep: Class 5 contains 170629 members 
Mstep: Class 6 contains 9998 members 
Mstep: Class 7 contains 11071 members 
Mstep: Class 8 contains 13417 members 
Mstep: Class 9 contains 27632 members 
Mstep: Class 10 contains 50396 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30516 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19646 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 36637 members 
Mstep: Class 20 contains 25110 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 25977 members 
Mstep: Class 23 contains 23391 members 
Entering Unmasked Estep 
Score: -138270976.000000 Penalty: 187810.093750
Splitting cluster 3 changes total score from -138267392.000000 to -138270976.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (127815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127815 members 
Entering Unmasked Estep 
Score: -29309516.000000 Penalty: 7201.982422
	Iteration 0F: 2 clusters Score -2.930952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 64053 members 
Entering Unmasked Estep 
Score: -29223386.000000 Penalty: 14403.964844
	Iteration 0F: 3 clusters Score -2.922339e+07 nChanged 59352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -29257218.000000 Penalty: 14403.964844
	Iteration 1F: 3 clusters Score -2.925722e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62227 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -29259730.000000 Penalty: 14403.964844
	Iteration 2Q: 3 clusters Score -2.925973e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -29262822.000000 Penalty: 14403.964844
	Iteration 3Q: 3 clusters Score -2.926282e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 67099 members 
Entering Unmasked Estep 
Score: -29266618.000000 Penalty: 14403.964844
	Iteration 4F: 3 clusters Score -2.926662e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -29270560.000000 Penalty: 14403.964844
	Iteration 5F: 3 clusters Score -2.927056e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 69363 members 
Entering Unmasked Estep 
Score: -29274594.000000 Penalty: 14403.964844
	Iteration 6F: 3 clusters Score -2.927459e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -29278798.000000 Penalty: 14403.964844
	Iteration 7F: 3 clusters Score -2.92788e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -29282550.000000 Penalty: 14403.964844
	Iteration 8F: 3 clusters Score -2.928255e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -29286042.000000 Penalty: 14403.964844
	Iteration 9F: 3 clusters Score -2.928604e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -29288902.000000 Penalty: 14403.964844
	Iteration 10Q: 3 clusters Score -2.92889e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 83679 members 
Entering Unmasked Estep 
Score: -29291364.000000 Penalty: 14403.964844
	Iteration 11Q: 3 clusters Score -2.929136e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 86939 members 
Entering Unmasked Estep 
Score: -29293590.000000 Penalty: 14403.964844
	Iteration 12Q: 3 clusters Score -2.929359e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
Score: -29295322.000000 Penalty: 14403.964844
	Iteration 13Q: 3 clusters Score -2.929532e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 93116 members 
Entering Unmasked Estep 
Score: -29296948.000000 Penalty: 14403.964844
	Iteration 14Q: 3 clusters Score -2.929695e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 95923 members 
Entering Unmasked Estep 
Score: -29298186.000000 Penalty: 14403.964844
	Iteration 15Q: 3 clusters Score -2.929819e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 98495 members 
Entering Unmasked Estep 
Score: -29299510.000000 Penalty: 14403.964844
	Iteration 16Q: 3 clusters Score -2.929951e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 100883 members 
Entering Unmasked Estep 
Score: -29300480.000000 Penalty: 14403.964844
	Iteration 17Q: 3 clusters Score -2.930048e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 103038 members 
Entering Unmasked Estep 
Score: -29301278.000000 Penalty: 14403.964844
	Iteration 18Q: 3 clusters Score -2.930128e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 104970 members 
Entering Unmasked Estep 
Score: -29302008.000000 Penalty: 14403.964844
	Iteration 19Q: 3 clusters Score -2.930201e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 106711 members 
Entering Unmasked Estep 
Score: -29302550.000000 Penalty: 14403.964844
	Iteration 20F: 3 clusters Score -2.930255e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 108251 members 
Entering Unmasked Estep 
Score: -29303118.000000 Penalty: 14403.964844
	Iteration 21Q: 3 clusters Score -2.930312e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 109641 members 
Entering Unmasked Estep 
Score: -29303590.000000 Penalty: 14403.964844
	Iteration 22Q: 3 clusters Score -2.930359e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 110895 members 
Entering Unmasked Estep 
Score: -29303944.000000 Penalty: 14403.964844
	Iteration 23Q: 3 clusters Score -2.930394e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 112055 members 
Entering Unmasked Estep 
Score: -29304328.000000 Penalty: 14403.964844
	Iteration 24Q: 3 clusters Score -2.930433e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 113084 members 
Entering Unmasked Estep 
Score: -29304718.000000 Penalty: 14403.964844
	Iteration 25Q: 3 clusters Score -2.930472e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 114003 members 
Entering Unmasked Estep 
Score: -29304974.000000 Penalty: 14403.964844
	Iteration 26Q: 3 clusters Score -2.930497e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 114836 members 
Entering Unmasked Estep 
Score: -29305220.000000 Penalty: 14403.964844
	Iteration 27Q: 3 clusters Score -2.930522e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 115600 members 
Entering Unmasked Estep 
Score: -29305480.000000 Penalty: 14403.964844
	Iteration 28Q: 3 clusters Score -2.930548e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 116306 members 
Entering Unmasked Estep 
Score: -29305652.000000 Penalty: 14403.964844
	Iteration 29Q: 3 clusters Score -2.930565e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 116951 members 
Entering Unmasked Estep 
Score: -29305798.000000 Penalty: 14403.964844
	Iteration 30Q: 3 clusters Score -2.93058e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 117495 members 
Entering Unmasked Estep 
Score: -29305926.000000 Penalty: 14403.964844
	Iteration 31Q: 3 clusters Score -2.930593e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 117994 members 
Entering Unmasked Estep 
Score: -29306150.000000 Penalty: 14403.964844
	Iteration 32Q: 3 clusters Score -2.930615e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 118450 members 
Entering Unmasked Estep 
Score: -29306380.000000 Penalty: 14403.964844
	Iteration 33Q: 3 clusters Score -2.930638e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 118861 members 
Entering Unmasked Estep 
Score: -29306620.000000 Penalty: 14403.964844
	Iteration 34Q: 3 clusters Score -2.930662e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 119207 members 
Entering Unmasked Estep 
Score: -29306896.000000 Penalty: 14403.964844
	Iteration 35Q: 3 clusters Score -2.93069e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 119511 members 
Entering Unmasked Estep 
Score: -29307110.000000 Penalty: 14403.964844
	Iteration 36Q: 3 clusters Score -2.930711e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 119725 members 
Entering Unmasked Estep 
Score: -29307350.000000 Penalty: 14403.964844
	Iteration 37Q: 3 clusters Score -2.930735e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 119925 members 
Entering Unmasked Estep 
Score: -29307478.000000 Penalty: 14403.964844
	Iteration 38Q: 3 clusters Score -2.930748e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 120064 members 
Entering Unmasked Estep 
Score: -29307488.000000 Penalty: 14403.964844
	Iteration 39Q: 3 clusters Score -2.930749e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 120170 members 
Entering Unmasked Estep 
Score: -29307496.000000 Penalty: 14403.964844
	Iteration 40F: 3 clusters Score -2.93075e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 120247 members 
Entering Unmasked Estep 
Score: -29307500.000000 Penalty: 14403.964844
	Iteration 41Q: 3 clusters Score -2.93075e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 120308 members 
Entering Unmasked Estep 
Score: -29307520.000000 Penalty: 14403.964844
	Iteration 42Q: 3 clusters Score -2.930752e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 120353 members 
Entering Unmasked Estep 
Score: -29307538.000000 Penalty: 14403.964844
	Iteration 43Q: 3 clusters Score -2.930754e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 120371 members 
Entering Unmasked Estep 
Score: -29307560.000000 Penalty: 14403.964844
	Iteration 44Q: 3 clusters Score -2.930756e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 120391 members 
Entering Unmasked Estep 
Score: -29307574.000000 Penalty: 14403.964844
	Iteration 45Q: 3 clusters Score -2.930757e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 120416 members 
Entering Unmasked Estep 
Score: -29307596.000000 Penalty: 14403.964844
	Iteration 46Q: 3 clusters Score -2.93076e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 120445 members 
Entering Unmasked Estep 
Score: -29307568.000000 Penalty: 14403.964844
	Iteration 47Q: 3 clusters Score -2.930757e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 120458 members 
Entering Unmasked Estep 
Score: -29307576.000000 Penalty: 14403.964844
	Iteration 48Q: 3 clusters Score -2.930758e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 120470 members 
Entering Unmasked Estep 
Score: -29307588.000000 Penalty: 14403.964844
	Iteration 49Q: 3 clusters Score -2.930759e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 120471 members 
Entering Unmasked Estep 
Score: -29307568.000000 Penalty: 14403.964844
	Iteration 50Q: 3 clusters Score -2.930757e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 120480 members 
Entering Unmasked Estep 
Score: -29307562.000000 Penalty: 14403.964844
	Iteration 51Q: 3 clusters Score -2.930756e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 120493 members 
Entering Unmasked Estep 
Score: -29307556.000000 Penalty: 14403.964844
	Iteration 52Q: 3 clusters Score -2.930756e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 120513 members 
Entering Unmasked Estep 
Score: -29307570.000000 Penalty: 14403.964844
	Iteration 53Q: 3 clusters Score -2.930757e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 120529 members 
Entering Unmasked Estep 
Score: -29307568.000000 Penalty: 14403.964844
	Iteration 54Q: 3 clusters Score -2.930757e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 120540 members 
Entering Unmasked Estep 
Score: -29307604.000000 Penalty: 14403.964844
	Iteration 55Q: 3 clusters Score -2.93076e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 120550 members 
Entering Unmasked Estep 
Score: -29307618.000000 Penalty: 14403.964844
	Iteration 56Q: 3 clusters Score -2.930762e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 120555 members 
Entering Unmasked Estep 
Score: -29307644.000000 Penalty: 14403.964844
	Iteration 57Q: 3 clusters Score -2.930764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 120563 members 
Entering Unmasked Estep 
Score: -29307644.000000 Penalty: 14403.964844
	Iteration 58Q: 3 clusters Score -2.930764e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 120564 members 
Entering Unmasked Estep 
Score: -29307660.000000 Penalty: 14403.964844
	Iteration 59Q: 3 clusters Score -2.930766e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 120575 members 
Entering Unmasked Estep 
Score: -29307668.000000 Penalty: 14403.964844
	Iteration 60F: 3 clusters Score -2.930767e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 120576 members 
Entering Unmasked Estep 
Score: -29307658.000000 Penalty: 14403.964844
	Iteration 61Q: 3 clusters Score -2.930766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 120582 members 
Entering Unmasked Estep 
Score: -29307638.000000 Penalty: 14403.964844
	Iteration 62Q: 3 clusters Score -2.930764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 120592 members 
Entering Unmasked Estep 
Score: -29307652.000000 Penalty: 14403.964844
	Iteration 63Q: 3 clusters Score -2.930765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 120597 members 
Entering Unmasked Estep 
Score: -29307650.000000 Penalty: 14403.964844
	Iteration 64Q: 3 clusters Score -2.930765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 120603 members 
Entering Unmasked Estep 
Score: -29307636.000000 Penalty: 14403.964844
	Iteration 65Q: 3 clusters Score -2.930764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 120605 members 
Entering Unmasked Estep 
Score: -29307658.000000 Penalty: 14403.964844
	Iteration 66Q: 3 clusters Score -2.930766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 120609 members 
Entering Unmasked Estep 
Score: -29307664.000000 Penalty: 14403.964844
	Iteration 67Q: 3 clusters Score -2.930766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 120611 members 
Entering Unmasked Estep 
Score: -29307634.000000 Penalty: 14403.964844
	Iteration 68Q: 3 clusters Score -2.930763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 120614 members 
Entering Unmasked Estep 
Score: -29307628.000000 Penalty: 14403.964844
	Iteration 69Q: 3 clusters Score -2.930763e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 120612 members 
Entering Unmasked Estep 
Score: -29307650.000000 Penalty: 14403.964844
	Iteration 70Q: 3 clusters Score -2.930765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 120618 members 
Entering Unmasked Estep 
Score: -29307644.000000 Penalty: 14403.964844
	Iteration 71Q: 3 clusters Score -2.930764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 120622 members 
Entering Unmasked Estep 
Score: -29307648.000000 Penalty: 14403.964844
	Iteration 72Q: 3 clusters Score -2.930765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 120623 members 
Entering Unmasked Estep 
Score: -29307654.000000 Penalty: 14403.964844
	Iteration 73Q: 3 clusters Score -2.930765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 120625 members 
Entering Unmasked Estep 
Score: -29307642.000000 Penalty: 14403.964844
	Iteration 74Q: 3 clusters Score -2.930764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 120628 members 
Entering Unmasked Estep 
Score: -29307658.000000 Penalty: 14403.964844
	Iteration 75Q: 3 clusters Score -2.930766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 120630 members 
Entering Unmasked Estep 
Score: -29307666.000000 Penalty: 14403.964844
	Iteration 76Q: 3 clusters Score -2.930767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 120629 members 
Entering Unmasked Estep 
Score: -29307668.000000 Penalty: 14403.964844
	Iteration 77Q: 3 clusters Score -2.930767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 120629 members 
Entering Unmasked Estep 
Score: -29307668.000000 Penalty: 14403.964844
	Iteration 78F: 3 clusters Score -2.930767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (170629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170629 members 
Entering Unmasked Estep 
Score: -38601156.000000 Penalty: 7378.938965
	Iteration 0F: 2 clusters Score -3.860116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85134 members 
Mstep: Class 2 contains 85495 members 
Entering Unmasked Estep 
Score: -38486420.000000 Penalty: 14757.877930
	Iteration 0F: 3 clusters Score -3.848642e+07 nChanged 79748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82816 members 
Mstep: Class 2 contains 87813 members 
Entering Unmasked Estep 
Score: -38531264.000000 Penalty: 14757.877930
	Iteration 1F: 3 clusters Score -3.853126e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81230 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -38532568.000000 Penalty: 14757.877930
	Iteration 2Q: 3 clusters Score -3.853257e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78850 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -38533800.000000 Penalty: 14757.877930
	Iteration 3Q: 3 clusters Score -3.85338e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75420 members 
Mstep: Class 2 contains 95209 members 
Entering Unmasked Estep 
Score: -38535424.000000 Penalty: 14757.877930
	Iteration 4Q: 3 clusters Score -3.853542e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 100199 members 
Entering Unmasked Estep 
Score: -38537716.000000 Penalty: 14757.877930
	Iteration 5Q: 3 clusters Score -3.853772e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 107274 members 
Entering Unmasked Estep 
Score: -38541124.000000 Penalty: 14757.877930
	Iteration 6Q: 3 clusters Score -3.854112e+07 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 116895 members 
Entering Unmasked Estep 
Score: -38547168.000000 Penalty: 14757.877930
	Iteration 7F: 3 clusters Score -3.854717e+07 nChanged 12474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 129145 members 
Entering Unmasked Estep 
Score: -38556616.000000 Penalty: 14757.877930
	Iteration 8F: 3 clusters Score -3.855662e+07 nChanged 14128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 143175 members 
Entering Unmasked Estep 
Score: -38569440.000000 Penalty: 14757.877930
	Iteration 9F: 3 clusters Score -3.856944e+07 nChanged 12324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 155453 members 
Entering Unmasked Estep 
Score: -38581476.000000 Penalty: 14757.877930
	Iteration 10F: 3 clusters Score -3.858148e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 163196 members 
Entering Unmasked Estep 
Score: -38589040.000000 Penalty: 14757.877930
	Iteration 11Q: 3 clusters Score -3.858904e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 166983 members 
Entering Unmasked Estep 
Score: -38592564.000000 Penalty: 14757.877930
	Iteration 12Q: 3 clusters Score -3.859256e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 168507 members 
Entering Unmasked Estep 
Score: -38593824.000000 Penalty: 14757.877930
	Iteration 13Q: 3 clusters Score -3.859382e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 169095 members 
Entering Unmasked Estep 
Score: -38594408.000000 Penalty: 14757.877930
	Iteration 14Q: 3 clusters Score -3.859441e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 169382 members 
Entering Unmasked Estep 
Score: -38594680.000000 Penalty: 14757.877930
	Iteration 15Q: 3 clusters Score -3.859468e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 169502 members 
Entering Unmasked Estep 
Score: -38594784.000000 Penalty: 14757.877930
	Iteration 16Q: 3 clusters Score -3.859478e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 169588 members 
Entering Unmasked Estep 
Score: -38594860.000000 Penalty: 14757.877930
	Iteration 17Q: 3 clusters Score -3.859486e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 169642 members 
Entering Unmasked Estep 
Score: -38594936.000000 Penalty: 14757.877930
	Iteration 18Q: 3 clusters Score -3.859494e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 169685 members 
Entering Unmasked Estep 
Score: -38594992.000000 Penalty: 14757.877930
	Iteration 19Q: 3 clusters Score -3.859499e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 169701 members 
Entering Unmasked Estep 
Score: -38595044.000000 Penalty: 14757.877930
	Iteration 20F: 3 clusters Score -3.859504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 169715 members 
Entering Unmasked Estep 
Score: -38595052.000000 Penalty: 14757.877930
	Iteration 21Q: 3 clusters Score -3.859505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 169730 members 
Entering Unmasked Estep 
Score: -38595068.000000 Penalty: 14757.877930
	Iteration 22Q: 3 clusters Score -3.859507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 169739 members 
Entering Unmasked Estep 
Score: -38595028.000000 Penalty: 14757.877930
	Iteration 23Q: 3 clusters Score -3.859503e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 169750 members 
Entering Unmasked Estep 
Score: -38595060.000000 Penalty: 14757.877930
	Iteration 24Q: 3 clusters Score -3.859506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 169760 members 
Entering Unmasked Estep 
Score: -38595080.000000 Penalty: 14757.877930
	Iteration 25Q: 3 clusters Score -3.859508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 169769 members 
Entering Unmasked Estep 
Score: -38595076.000000 Penalty: 14757.877930
	Iteration 26Q: 3 clusters Score -3.859508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 169775 members 
Entering Unmasked Estep 
Score: -38595092.000000 Penalty: 14757.877930
	Iteration 27Q: 3 clusters Score -3.859509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 169781 members 
Entering Unmasked Estep 
Score: -38595104.000000 Penalty: 14757.877930
	Iteration 28Q: 3 clusters Score -3.85951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 169783 members 
Entering Unmasked Estep 
Score: -38595100.000000 Penalty: 14757.877930
	Iteration 29Q: 3 clusters Score -3.85951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 169786 members 
Entering Unmasked Estep 
Score: -38595076.000000 Penalty: 14757.877930
	Iteration 30Q: 3 clusters Score -3.859508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 169786 members 
Entering Unmasked Estep 
Score: -38595092.000000 Penalty: 14757.877930
	Iteration 31Q: 3 clusters Score -3.859509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 169787 members 
Entering Unmasked Estep 
Score: -38595084.000000 Penalty: 14757.877930
	Iteration 32Q: 3 clusters Score -3.859508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 169788 members 
Entering Unmasked Estep 
Score: -38595104.000000 Penalty: 14757.877930
	Iteration 33Q: 3 clusters Score -3.85951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 169790 members 
Entering Unmasked Estep 
Score: -38595116.000000 Penalty: 14757.877930
	Iteration 34Q: 3 clusters Score -3.859512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 169790 members 
Entering Unmasked Estep 
Score: -38595116.000000 Penalty: 14757.877930
	Iteration 35F: 3 clusters Score -3.859512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Entering Unmasked Estep 
Score: -2269280.250000 Penalty: 5641.210938
	Iteration 0F: 2 clusters Score -2269280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2259080.500000 Penalty: 11282.421875
	Iteration 0F: 3 clusters Score -2259080 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2261190.500000 Penalty: 11282.421875
	Iteration 1F: 3 clusters Score -2261190 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2261592.750000 Penalty: 11282.421875
	Iteration 2F: 3 clusters Score -2261593 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2261813.250000 Penalty: 11282.421875
	Iteration 3Q: 3 clusters Score -2261813 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2261973.750000 Penalty: 11282.421875
	Iteration 4Q: 3 clusters Score -2261974 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2262081.750000 Penalty: 11282.421875
	Iteration 5Q: 3 clusters Score -2262082 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2262152.000000 Penalty: 11282.421875
	Iteration 6Q: 3 clusters Score -2262152 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2262210.000000 Penalty: 11282.421875
	Iteration 7Q: 3 clusters Score -2262210 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2262245.000000 Penalty: 11282.421875
	Iteration 8Q: 3 clusters Score -2262245 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2262281.250000 Penalty: 11282.421875
	Iteration 9Q: 3 clusters Score -2262281 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2262310.750000 Penalty: 11282.421875
	Iteration 10Q: 3 clusters Score -2262311 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2262351.250000 Penalty: 11282.421875
	Iteration 11Q: 3 clusters Score -2262351 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2262377.500000 Penalty: 11282.421875
	Iteration 12Q: 3 clusters Score -2262378 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2262396.000000 Penalty: 11282.421875
	Iteration 13Q: 3 clusters Score -2262396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2262417.000000 Penalty: 11282.421875
	Iteration 14Q: 3 clusters Score -2262417 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2262439.000000 Penalty: 11282.421875
	Iteration 15Q: 3 clusters Score -2262439 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2262451.750000 Penalty: 11282.421875
	Iteration 16Q: 3 clusters Score -2262452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2262457.750000 Penalty: 11282.421875
	Iteration 17Q: 3 clusters Score -2262458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2262479.500000 Penalty: 11282.421875
	Iteration 18Q: 3 clusters Score -2262480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2262500.250000 Penalty: 11282.421875
	Iteration 19Q: 3 clusters Score -2262500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2262505.000000 Penalty: 11282.421875
	Iteration 20F: 3 clusters Score -2262505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2262523.750000 Penalty: 11282.421875
	Iteration 21Q: 3 clusters Score -2262524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2262536.500000 Penalty: 11282.421875
	Iteration 22Q: 3 clusters Score -2262536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2262556.250000 Penalty: 11282.421875
	Iteration 23Q: 3 clusters Score -2262556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2262574.000000 Penalty: 11282.421875
	Iteration 24Q: 3 clusters Score -2262574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2262586.750000 Penalty: 11282.421875
	Iteration 25Q: 3 clusters Score -2262587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2262594.000000 Penalty: 11282.421875
	Iteration 26Q: 3 clusters Score -2262594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2262607.750000 Penalty: 11282.421875
	Iteration 27Q: 3 clusters Score -2262608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2262630.250000 Penalty: 11282.421875
	Iteration 28Q: 3 clusters Score -2262630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2262644.250000 Penalty: 11282.421875
	Iteration 29Q: 3 clusters Score -2262644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2262661.750000 Penalty: 11282.421875
	Iteration 30Q: 3 clusters Score -2262662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2262680.000000 Penalty: 11282.421875
	Iteration 31Q: 3 clusters Score -2262680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2262701.250000 Penalty: 11282.421875
	Iteration 32Q: 3 clusters Score -2262701 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2262710.750000 Penalty: 11282.421875
	Iteration 33Q: 3 clusters Score -2262711 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2262724.000000 Penalty: 11282.421875
	Iteration 34Q: 3 clusters Score -2262724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2262746.750000 Penalty: 11282.421875
	Iteration 35Q: 3 clusters Score -2262747 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2262768.250000 Penalty: 11282.421875
	Iteration 36Q: 3 clusters Score -2262768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2262786.000000 Penalty: 11282.421875
	Iteration 37Q: 3 clusters Score -2262786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2262806.750000 Penalty: 11282.421875
	Iteration 38Q: 3 clusters Score -2262807 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2262824.500000 Penalty: 11282.421875
	Iteration 39Q: 3 clusters Score -2262824 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2262854.250000 Penalty: 11282.421875
	Iteration 40F: 3 clusters Score -2262854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2262875.250000 Penalty: 11282.421875
	Iteration 41Q: 3 clusters Score -2262875 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2262906.000000 Penalty: 11282.421875
	Iteration 42Q: 3 clusters Score -2262906 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2262935.000000 Penalty: 11282.421875
	Iteration 43Q: 3 clusters Score -2262935 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2262966.250000 Penalty: 11282.421875
	Iteration 44Q: 3 clusters Score -2262966 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2262991.500000 Penalty: 11282.421875
	Iteration 45Q: 3 clusters Score -2262992 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2263022.750000 Penalty: 11282.421875
	Iteration 46Q: 3 clusters Score -2263023 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2263052.500000 Penalty: 11282.421875
	Iteration 47Q: 3 clusters Score -2263052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2263074.250000 Penalty: 11282.421875
	Iteration 48Q: 3 clusters Score -2263074 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2263103.000000 Penalty: 11282.421875
	Iteration 49Q: 3 clusters Score -2263103 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2263129.250000 Penalty: 11282.421875
	Iteration 50Q: 3 clusters Score -2263129 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2263159.750000 Penalty: 11282.421875
	Iteration 51Q: 3 clusters Score -2263160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2263183.250000 Penalty: 11282.421875
	Iteration 52Q: 3 clusters Score -2263183 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2263226.250000 Penalty: 11282.421875
	Iteration 53Q: 3 clusters Score -2263226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2263257.500000 Penalty: 11282.421875
	Iteration 54Q: 3 clusters Score -2263258 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2263301.000000 Penalty: 11282.421875
	Iteration 55Q: 3 clusters Score -2263301 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2263339.500000 Penalty: 11282.421875
	Iteration 56Q: 3 clusters Score -2263340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2263385.750000 Penalty: 11282.421875
	Iteration 57Q: 3 clusters Score -2263386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2263420.500000 Penalty: 11282.421875
	Iteration 58Q: 3 clusters Score -2263420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2263456.250000 Penalty: 11282.421875
	Iteration 59Q: 3 clusters Score -2263456 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2263492.250000 Penalty: 11282.421875
	Iteration 60F: 3 clusters Score -2263492 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2263534.500000 Penalty: 11282.421875
	Iteration 61Q: 3 clusters Score -2263534 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2263577.750000 Penalty: 11282.421875
	Iteration 62Q: 3 clusters Score -2263578 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2263623.500000 Penalty: 11282.421875
	Iteration 63Q: 3 clusters Score -2263624 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2263675.000000 Penalty: 11282.421875
	Iteration 64Q: 3 clusters Score -2263675 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2263720.000000 Penalty: 11282.421875
	Iteration 65Q: 3 clusters Score -2263720 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2263769.750000 Penalty: 11282.421875
	Iteration 66Q: 3 clusters Score -2263770 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2263817.000000 Penalty: 11282.421875
	Iteration 67Q: 3 clusters Score -2263817 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2263864.750000 Penalty: 11282.421875
	Iteration 68Q: 3 clusters Score -2263865 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2263895.250000 Penalty: 11282.421875
	Iteration 69Q: 3 clusters Score -2263895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2263924.250000 Penalty: 11282.421875
	Iteration 70Q: 3 clusters Score -2263924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2263949.750000 Penalty: 11282.421875
	Iteration 71Q: 3 clusters Score -2263950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2263983.750000 Penalty: 11282.421875
	Iteration 72Q: 3 clusters Score -2263984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2264007.750000 Penalty: 11282.421875
	Iteration 73Q: 3 clusters Score -2264008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2264035.750000 Penalty: 11282.421875
	Iteration 74Q: 3 clusters Score -2264036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2264055.500000 Penalty: 11282.421875
	Iteration 75Q: 3 clusters Score -2264056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2264089.000000 Penalty: 11282.421875
	Iteration 76Q: 3 clusters Score -2264089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2264113.750000 Penalty: 11282.421875
	Iteration 77Q: 3 clusters Score -2264114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2264140.250000 Penalty: 11282.421875
	Iteration 78Q: 3 clusters Score -2264140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2264162.500000 Penalty: 11282.421875
	Iteration 79Q: 3 clusters Score -2264162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2264178.000000 Penalty: 11282.421875
	Iteration 80F: 3 clusters Score -2264178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2264188.000000 Penalty: 11282.421875
	Iteration 81Q: 3 clusters Score -2264188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2264203.250000 Penalty: 11282.421875
	Iteration 82Q: 3 clusters Score -2264203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2264209.750000 Penalty: 11282.421875
	Iteration 83Q: 3 clusters Score -2264210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2264212.000000 Penalty: 11282.421875
	Iteration 84Q: 3 clusters Score -2264212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2264221.500000 Penalty: 11282.421875
	Iteration 85Q: 3 clusters Score -2264222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2264231.250000 Penalty: 11282.421875
	Iteration 86Q: 3 clusters Score -2264231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2264242.250000 Penalty: 11282.421875
	Iteration 87Q: 3 clusters Score -2264242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2264250.750000 Penalty: 11282.421875
	Iteration 88Q: 3 clusters Score -2264251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2264258.000000 Penalty: 11282.421875
	Iteration 89Q: 3 clusters Score -2264258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2264265.000000 Penalty: 11282.421875
	Iteration 90Q: 3 clusters Score -2264265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2264280.000000 Penalty: 11282.421875
	Iteration 91Q: 3 clusters Score -2264280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2264284.750000 Penalty: 11282.421875
	Iteration 92Q: 3 clusters Score -2264285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2264292.000000 Penalty: 11282.421875
	Iteration 93Q: 3 clusters Score -2264292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2264298.250000 Penalty: 11282.421875
	Iteration 94Q: 3 clusters Score -2264298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2264298.000000 Penalty: 11282.421875
	Iteration 95Q: 3 clusters Score -2264298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2264298.750000 Penalty: 11282.421875
	Iteration 96Q: 3 clusters Score -2264299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2264304.000000 Penalty: 11282.421875
	Iteration 97Q: 3 clusters Score -2264304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2264307.750000 Penalty: 11282.421875
	Iteration 98Q: 3 clusters Score -2264308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2264309.250000 Penalty: 11282.421875
	Iteration 99Q: 3 clusters Score -2264309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2264312.750000 Penalty: 11282.421875
	Iteration 100F: 3 clusters Score -2264313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2264312.500000 Penalty: 11282.421875
	Iteration 101Q: 3 clusters Score -2264312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2264314.500000 Penalty: 11282.421875
	Iteration 102Q: 3 clusters Score -2264314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2264316.500000 Penalty: 11282.421875
	Iteration 103Q: 3 clusters Score -2264316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2264317.500000 Penalty: 11282.421875
	Iteration 104Q: 3 clusters Score -2264318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2264323.500000 Penalty: 11282.421875
	Iteration 105Q: 3 clusters Score -2264324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2264327.250000 Penalty: 11282.421875
	Iteration 106Q: 3 clusters Score -2264327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2264328.750000 Penalty: 11282.421875
	Iteration 107Q: 3 clusters Score -2264329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2264335.750000 Penalty: 11282.421875
	Iteration 108Q: 3 clusters Score -2264336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2264335.500000 Penalty: 11282.421875
	Iteration 109Q: 3 clusters Score -2264336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2264335.500000 Penalty: 11282.421875
	Iteration 110F: 3 clusters Score -2264336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Entering Unmasked Estep 
Score: -2538157.250000 Penalty: 5703.651367
	Iteration 0F: 2 clusters Score -2538157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2527181.000000 Penalty: 11407.302734
	Iteration 0F: 3 clusters Score -2527181 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2529564.000000 Penalty: 11407.302734
	Iteration 1F: 3 clusters Score -2529564 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2530044.750000 Penalty: 11407.302734
	Iteration 2F: 3 clusters Score -2530045 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2530308.750000 Penalty: 11407.302734
	Iteration 3Q: 3 clusters Score -2530309 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2530510.500000 Penalty: 11407.302734
	Iteration 4Q: 3 clusters Score -2530510 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2530667.500000 Penalty: 11407.302734
	Iteration 5Q: 3 clusters Score -2530668 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2530815.250000 Penalty: 11407.302734
	Iteration 6Q: 3 clusters Score -2530815 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2530929.250000 Penalty: 11407.302734
	Iteration 7Q: 3 clusters Score -2530929 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2531044.500000 Penalty: 11407.302734
	Iteration 8Q: 3 clusters Score -2531044 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2531143.500000 Penalty: 11407.302734
	Iteration 9Q: 3 clusters Score -2531144 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2531238.750000 Penalty: 11407.302734
	Iteration 10Q: 3 clusters Score -2531239 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2531323.750000 Penalty: 11407.302734
	Iteration 11Q: 3 clusters Score -2531324 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2531412.250000 Penalty: 11407.302734
	Iteration 12Q: 3 clusters Score -2531412 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2531496.750000 Penalty: 11407.302734
	Iteration 13Q: 3 clusters Score -2531497 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2531591.000000 Penalty: 11407.302734
	Iteration 14Q: 3 clusters Score -2531591 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2531698.500000 Penalty: 11407.302734
	Iteration 15Q: 3 clusters Score -2531698 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2531817.000000 Penalty: 11407.302734
	Iteration 16Q: 3 clusters Score -2531817 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2531925.250000 Penalty: 11407.302734
	Iteration 17Q: 3 clusters Score -2531925 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2532034.000000 Penalty: 11407.302734
	Iteration 18Q: 3 clusters Score -2532034 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2532166.750000 Penalty: 11407.302734
	Iteration 19Q: 3 clusters Score -2532167 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2532332.750000 Penalty: 11407.302734
	Iteration 20F: 3 clusters Score -2532333 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2532521.500000 Penalty: 11407.302734
	Iteration 21Q: 3 clusters Score -2532522 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2532709.500000 Penalty: 11407.302734
	Iteration 22Q: 3 clusters Score -2532710 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2532941.750000 Penalty: 11407.302734
	Iteration 23Q: 3 clusters Score -2532942 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2533238.750000 Penalty: 11407.302734
	Iteration 24Q: 3 clusters Score -2533239 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2533784.000000 Penalty: 11407.302734
	Iteration 25Q: 3 clusters Score -2533784 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2534707.250000 Penalty: 11407.302734
	Iteration 26Q: 3 clusters Score -2534707 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2535664.750000 Penalty: 11407.302734
	Iteration 27Q: 3 clusters Score -2535665 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2536069.000000 Penalty: 11407.302734
	Iteration 28Q: 3 clusters Score -2536069 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2536181.250000 Penalty: 11407.302734
	Iteration 29Q: 3 clusters Score -2536181 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2536234.250000 Penalty: 11407.302734
	Iteration 30Q: 3 clusters Score -2536234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2536248.250000 Penalty: 11407.302734
	Iteration 31Q: 3 clusters Score -2536248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2536248.000000 Penalty: 11407.302734
	Iteration 32Q: 3 clusters Score -2536248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2536252.500000 Penalty: 11407.302734
	Iteration 33Q: 3 clusters Score -2536252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2536260.500000 Penalty: 11407.302734
	Iteration 34Q: 3 clusters Score -2536260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2536261.750000 Penalty: 11407.302734
	Iteration 35Q: 3 clusters Score -2536262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2536258.500000 Penalty: 11407.302734
	Iteration 36Q: 3 clusters Score -2536258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2536261.000000 Penalty: 11407.302734
	Iteration 37Q: 3 clusters Score -2536261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2536261.000000 Penalty: 11407.302734
	Iteration 38F: 3 clusters Score -2536261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Entering Unmasked Estep 
Score: -2915478.750000 Penalty: 5821.370605
	Iteration 0F: 2 clusters Score -2915479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2903181.750000 Penalty: 11642.741211
	Iteration 0F: 3 clusters Score -2903182 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2906050.750000 Penalty: 11642.741211
	Iteration 1F: 3 clusters Score -2906051 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2906651.500000 Penalty: 11642.741211
	Iteration 2F: 3 clusters Score -2906652 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2907059.750000 Penalty: 11642.741211
	Iteration 3F: 3 clusters Score -2907060 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2907400.000000 Penalty: 11642.741211
	Iteration 4Q: 3 clusters Score -2907400 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2907704.000000 Penalty: 11642.741211
	Iteration 5Q: 3 clusters Score -2907704 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2907987.250000 Penalty: 11642.741211
	Iteration 6Q: 3 clusters Score -2907987 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2908261.750000 Penalty: 11642.741211
	Iteration 7Q: 3 clusters Score -2908262 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2908502.000000 Penalty: 11642.741211
	Iteration 8Q: 3 clusters Score -2908502 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2908726.500000 Penalty: 11642.741211
	Iteration 9Q: 3 clusters Score -2908726 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2908956.250000 Penalty: 11642.741211
	Iteration 10Q: 3 clusters Score -2908956 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2909201.500000 Penalty: 11642.741211
	Iteration 11Q: 3 clusters Score -2909202 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2909430.500000 Penalty: 11642.741211
	Iteration 12Q: 3 clusters Score -2909430 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2909629.750000 Penalty: 11642.741211
	Iteration 13Q: 3 clusters Score -2909630 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2909803.750000 Penalty: 11642.741211
	Iteration 14Q: 3 clusters Score -2909804 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2909974.500000 Penalty: 11642.741211
	Iteration 15Q: 3 clusters Score -2909974 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2910125.000000 Penalty: 11642.741211
	Iteration 16Q: 3 clusters Score -2910125 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2910235.500000 Penalty: 11642.741211
	Iteration 17Q: 3 clusters Score -2910236 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2910359.750000 Penalty: 11642.741211
	Iteration 18Q: 3 clusters Score -2910360 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2910458.750000 Penalty: 11642.741211
	Iteration 19Q: 3 clusters Score -2910459 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2910537.750000 Penalty: 11642.741211
	Iteration 20F: 3 clusters Score -2910538 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2910613.750000 Penalty: 11642.741211
	Iteration 21Q: 3 clusters Score -2910614 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2910685.750000 Penalty: 11642.741211
	Iteration 22Q: 3 clusters Score -2910686 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2910725.750000 Penalty: 11642.741211
	Iteration 23Q: 3 clusters Score -2910726 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2910768.500000 Penalty: 11642.741211
	Iteration 24Q: 3 clusters Score -2910768 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2910815.000000 Penalty: 11642.741211
	Iteration 25Q: 3 clusters Score -2910815 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2910822.500000 Penalty: 11642.741211
	Iteration 26Q: 3 clusters Score -2910822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2910832.250000 Penalty: 11642.741211
	Iteration 27Q: 3 clusters Score -2910832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2910852.500000 Penalty: 11642.741211
	Iteration 28Q: 3 clusters Score -2910852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2910867.500000 Penalty: 11642.741211
	Iteration 29Q: 3 clusters Score -2910868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2910885.000000 Penalty: 11642.741211
	Iteration 30Q: 3 clusters Score -2910885 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2910903.500000 Penalty: 11642.741211
	Iteration 31Q: 3 clusters Score -2910904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2910916.250000 Penalty: 11642.741211
	Iteration 32Q: 3 clusters Score -2910916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2910931.500000 Penalty: 11642.741211
	Iteration 33Q: 3 clusters Score -2910932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2910949.000000 Penalty: 11642.741211
	Iteration 34Q: 3 clusters Score -2910949 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2910966.000000 Penalty: 11642.741211
	Iteration 35Q: 3 clusters Score -2910966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2910982.250000 Penalty: 11642.741211
	Iteration 36Q: 3 clusters Score -2910982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2910997.750000 Penalty: 11642.741211
	Iteration 37Q: 3 clusters Score -2910998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2911015.750000 Penalty: 11642.741211
	Iteration 38Q: 3 clusters Score -2911016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2911038.250000 Penalty: 11642.741211
	Iteration 39Q: 3 clusters Score -2911038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2911045.750000 Penalty: 11642.741211
	Iteration 40F: 3 clusters Score -2911046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2911048.500000 Penalty: 11642.741211
	Iteration 41Q: 3 clusters Score -2911048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2911051.000000 Penalty: 11642.741211
	Iteration 42Q: 3 clusters Score -2911051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2911073.500000 Penalty: 11642.741211
	Iteration 43Q: 3 clusters Score -2911074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2911071.500000 Penalty: 11642.741211
	Iteration 44Q: 3 clusters Score -2911072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2911086.500000 Penalty: 11642.741211
	Iteration 45Q: 3 clusters Score -2911086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2911101.000000 Penalty: 11642.741211
	Iteration 46Q: 3 clusters Score -2911101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2911104.500000 Penalty: 11642.741211
	Iteration 47Q: 3 clusters Score -2911104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2911111.250000 Penalty: 11642.741211
	Iteration 48Q: 3 clusters Score -2911111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2911107.750000 Penalty: 11642.741211
	Iteration 49Q: 3 clusters Score -2911108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2911119.750000 Penalty: 11642.741211
	Iteration 50Q: 3 clusters Score -2911120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2911125.500000 Penalty: 11642.741211
	Iteration 51Q: 3 clusters Score -2911126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2911138.000000 Penalty: 11642.741211
	Iteration 52Q: 3 clusters Score -2911138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2911127.250000 Penalty: 11642.741211
	Iteration 53Q: 3 clusters Score -2911127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2911138.500000 Penalty: 11642.741211
	Iteration 54Q: 3 clusters Score -2911138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2911145.000000 Penalty: 11642.741211
	Iteration 55Q: 3 clusters Score -2911145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2911153.000000 Penalty: 11642.741211
	Iteration 56Q: 3 clusters Score -2911153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2911155.500000 Penalty: 11642.741211
	Iteration 57Q: 3 clusters Score -2911156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2911165.750000 Penalty: 11642.741211
	Iteration 58Q: 3 clusters Score -2911166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2911163.750000 Penalty: 11642.741211
	Iteration 59Q: 3 clusters Score -2911164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2911173.500000 Penalty: 11642.741211
	Iteration 60F: 3 clusters Score -2911174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2911176.250000 Penalty: 11642.741211
	Iteration 61Q: 3 clusters Score -2911176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2911173.250000 Penalty: 11642.741211
	Iteration 62Q: 3 clusters Score -2911173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2911176.500000 Penalty: 11642.741211
	Iteration 63Q: 3 clusters Score -2911176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2911177.000000 Penalty: 11642.741211
	Iteration 64Q: 3 clusters Score -2911177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2911188.750000 Penalty: 11642.741211
	Iteration 65Q: 3 clusters Score -2911189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2911184.750000 Penalty: 11642.741211
	Iteration 66Q: 3 clusters Score -2911185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2911185.250000 Penalty: 11642.741211
	Iteration 67Q: 3 clusters Score -2911185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2911188.750000 Penalty: 11642.741211
	Iteration 68Q: 3 clusters Score -2911189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2911183.250000 Penalty: 11642.741211
	Iteration 69Q: 3 clusters Score -2911183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2911189.000000 Penalty: 11642.741211
	Iteration 70Q: 3 clusters Score -2911189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2911202.750000 Penalty: 11642.741211
	Iteration 71Q: 3 clusters Score -2911203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2911204.500000 Penalty: 11642.741211
	Iteration 72Q: 3 clusters Score -2911204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2911208.750000 Penalty: 11642.741211
	Iteration 73Q: 3 clusters Score -2911209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2911212.500000 Penalty: 11642.741211
	Iteration 74Q: 3 clusters Score -2911212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2911215.250000 Penalty: 11642.741211
	Iteration 75Q: 3 clusters Score -2911215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2911213.500000 Penalty: 11642.741211
	Iteration 76Q: 3 clusters Score -2911214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2911221.500000 Penalty: 11642.741211
	Iteration 77Q: 3 clusters Score -2911222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2911218.500000 Penalty: 11642.741211
	Iteration 78Q: 3 clusters Score -2911218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2911218.750000 Penalty: 11642.741211
	Iteration 79Q: 3 clusters Score -2911219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2911221.000000 Penalty: 11642.741211
	Iteration 80F: 3 clusters Score -2911221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2911227.250000 Penalty: 11642.741211
	Iteration 81Q: 3 clusters Score -2911227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2911233.250000 Penalty: 11642.741211
	Iteration 82Q: 3 clusters Score -2911233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2911234.250000 Penalty: 11642.741211
	Iteration 83Q: 3 clusters Score -2911234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2911240.000000 Penalty: 11642.741211
	Iteration 84Q: 3 clusters Score -2911240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2911246.250000 Penalty: 11642.741211
	Iteration 85Q: 3 clusters Score -2911246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2911244.250000 Penalty: 11642.741211
	Iteration 86Q: 3 clusters Score -2911244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2911256.500000 Penalty: 11642.741211
	Iteration 87Q: 3 clusters Score -2911256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2911255.500000 Penalty: 11642.741211
	Iteration 88Q: 3 clusters Score -2911256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2911258.250000 Penalty: 11642.741211
	Iteration 89Q: 3 clusters Score -2911258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2911262.500000 Penalty: 11642.741211
	Iteration 90Q: 3 clusters Score -2911262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2911266.000000 Penalty: 11642.741211
	Iteration 91Q: 3 clusters Score -2911266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2911260.250000 Penalty: 11642.741211
	Iteration 92Q: 3 clusters Score -2911260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2911261.750000 Penalty: 11642.741211
	Iteration 93Q: 3 clusters Score -2911262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2911261.250000 Penalty: 11642.741211
	Iteration 94Q: 3 clusters Score -2911261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2911263.750000 Penalty: 11642.741211
	Iteration 95Q: 3 clusters Score -2911264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2911262.500000 Penalty: 11642.741211
	Iteration 96Q: 3 clusters Score -2911262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2911262.500000 Penalty: 11642.741211
	Iteration 97F: 3 clusters Score -2911262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Entering Unmasked Estep 
Score: -6389532.000000 Penalty: 6263.871582
	Iteration 0F: 2 clusters Score -6389532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -6368296.000000 Penalty: 12527.743164
	Iteration 0F: 3 clusters Score -6368296 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -6374435.500000 Penalty: 12527.743164
	Iteration 1F: 3 clusters Score -6374436 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -6375218.500000 Penalty: 12527.743164
	Iteration 2F: 3 clusters Score -6375218 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -6375751.000000 Penalty: 12527.743164
	Iteration 3Q: 3 clusters Score -6375751 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -6376186.000000 Penalty: 12527.743164
	Iteration 4Q: 3 clusters Score -6376186 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -6376644.500000 Penalty: 12527.743164
	Iteration 5Q: 3 clusters Score -6376644 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -6377024.000000 Penalty: 12527.743164
	Iteration 6Q: 3 clusters Score -6377024 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -6377406.000000 Penalty: 12527.743164
	Iteration 7Q: 3 clusters Score -6377406 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -6377748.000000 Penalty: 12527.743164
	Iteration 8Q: 3 clusters Score -6377748 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -6378100.000000 Penalty: 12527.743164
	Iteration 9Q: 3 clusters Score -6378100 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -6378474.000000 Penalty: 12527.743164
	Iteration 10Q: 3 clusters Score -6378474 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -6378858.000000 Penalty: 12527.743164
	Iteration 11Q: 3 clusters Score -6378858 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -6379315.000000 Penalty: 12527.743164
	Iteration 12Q: 3 clusters Score -6379315 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -6379789.000000 Penalty: 12527.743164
	Iteration 13Q: 3 clusters Score -6379789 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -6380286.000000 Penalty: 12527.743164
	Iteration 14Q: 3 clusters Score -6380286 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -6380794.500000 Penalty: 12527.743164
	Iteration 15Q: 3 clusters Score -6380794 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -6381328.500000 Penalty: 12527.743164
	Iteration 16Q: 3 clusters Score -6381328 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -6381858.500000 Penalty: 12527.743164
	Iteration 17Q: 3 clusters Score -6381858 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -6382331.000000 Penalty: 12527.743164
	Iteration 18Q: 3 clusters Score -6382331 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -6382817.000000 Penalty: 12527.743164
	Iteration 19Q: 3 clusters Score -6382817 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -6383169.000000 Penalty: 12527.743164
	Iteration 20F: 3 clusters Score -6383169 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -6383410.000000 Penalty: 12527.743164
	Iteration 21Q: 3 clusters Score -6383410 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -6383604.000000 Penalty: 12527.743164
	Iteration 22Q: 3 clusters Score -6383604 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -6383770.500000 Penalty: 12527.743164
	Iteration 23Q: 3 clusters Score -6383770 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -6383887.000000 Penalty: 12527.743164
	Iteration 24Q: 3 clusters Score -6383887 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -6383943.500000 Penalty: 12527.743164
	Iteration 25Q: 3 clusters Score -6383944 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -6384013.500000 Penalty: 12527.743164
	Iteration 26Q: 3 clusters Score -6384014 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -6384080.500000 Penalty: 12527.743164
	Iteration 27Q: 3 clusters Score -6384080 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -6384121.000000 Penalty: 12527.743164
	Iteration 28Q: 3 clusters Score -6384121 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -6384163.000000 Penalty: 12527.743164
	Iteration 29Q: 3 clusters Score -6384163 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -6384168.000000 Penalty: 12527.743164
	Iteration 30Q: 3 clusters Score -6384168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -6384185.000000 Penalty: 12527.743164
	Iteration 31Q: 3 clusters Score -6384185 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -6384220.500000 Penalty: 12527.743164
	Iteration 32Q: 3 clusters Score -6384220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -6384237.000000 Penalty: 12527.743164
	Iteration 33Q: 3 clusters Score -6384237 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -6384251.000000 Penalty: 12527.743164
	Iteration 34Q: 3 clusters Score -6384251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -6384256.000000 Penalty: 12527.743164
	Iteration 35Q: 3 clusters Score -6384256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -6384281.000000 Penalty: 12527.743164
	Iteration 36Q: 3 clusters Score -6384281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -6384298.500000 Penalty: 12527.743164
	Iteration 37Q: 3 clusters Score -6384298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -6384305.000000 Penalty: 12527.743164
	Iteration 38Q: 3 clusters Score -6384305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -6384317.000000 Penalty: 12527.743164
	Iteration 39Q: 3 clusters Score -6384317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -6384310.500000 Penalty: 12527.743164
	Iteration 40F: 3 clusters Score -6384310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -6384313.500000 Penalty: 12527.743164
	Iteration 41Q: 3 clusters Score -6384314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -6384318.500000 Penalty: 12527.743164
	Iteration 42Q: 3 clusters Score -6384318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -6384316.000000 Penalty: 12527.743164
	Iteration 43Q: 3 clusters Score -6384316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -6384324.000000 Penalty: 12527.743164
	Iteration 44Q: 3 clusters Score -6384324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -6384325.000000 Penalty: 12527.743164
	Iteration 45Q: 3 clusters Score -6384325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -6384325.000000 Penalty: 12527.743164
	Iteration 46Q: 3 clusters Score -6384325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -6384325.000000 Penalty: 12527.743164
	Iteration 47F: 3 clusters Score -6384325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Entering Unmasked Estep 
Score: -11527747.000000 Penalty: 6631.946289
	Iteration 0F: 2 clusters Score -1.152775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -11491671.000000 Penalty: 13263.892578
	Iteration 0F: 3 clusters Score -1.149167e+07 nChanged 22249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -11503572.000000 Penalty: 13263.892578
	Iteration 1F: 3 clusters Score -1.150357e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -11504424.000000 Penalty: 13263.892578
	Iteration 2F: 3 clusters Score -1.150442e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -11505218.000000 Penalty: 13263.892578
	Iteration 3Q: 3 clusters Score -1.150522e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -11505782.000000 Penalty: 13263.892578
	Iteration 4Q: 3 clusters Score -1.150578e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -11506410.000000 Penalty: 13263.892578
	Iteration 5Q: 3 clusters Score -1.150641e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -11507070.000000 Penalty: 13263.892578
	Iteration 6Q: 3 clusters Score -1.150707e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -11507897.000000 Penalty: 13263.892578
	Iteration 7Q: 3 clusters Score -1.15079e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -11508963.000000 Penalty: 13263.892578
	Iteration 8Q: 3 clusters Score -1.150896e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -11510447.000000 Penalty: 13263.892578
	Iteration 9Q: 3 clusters Score -1.151045e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -11512344.000000 Penalty: 13263.892578
	Iteration 10F: 3 clusters Score -1.151234e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -11514563.000000 Penalty: 13263.892578
	Iteration 11F: 3 clusters Score -1.151456e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -11516723.000000 Penalty: 13263.892578
	Iteration 12F: 3 clusters Score -1.151672e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -11518532.000000 Penalty: 13263.892578
	Iteration 13Q: 3 clusters Score -1.151853e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -11519756.000000 Penalty: 13263.892578
	Iteration 14Q: 3 clusters Score -1.151976e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -11520521.000000 Penalty: 13263.892578
	Iteration 15Q: 3 clusters Score -1.152052e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -11521019.000000 Penalty: 13263.892578
	Iteration 16Q: 3 clusters Score -1.152102e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -11521331.000000 Penalty: 13263.892578
	Iteration 17Q: 3 clusters Score -1.152133e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -11521531.000000 Penalty: 13263.892578
	Iteration 18Q: 3 clusters Score -1.152153e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -11521632.000000 Penalty: 13263.892578
	Iteration 19Q: 3 clusters Score -1.152163e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -11521712.000000 Penalty: 13263.892578
	Iteration 20F: 3 clusters Score -1.152171e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -11521793.000000 Penalty: 13263.892578
	Iteration 21Q: 3 clusters Score -1.152179e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -11521786.000000 Penalty: 13263.892578
	Iteration 22Q: 3 clusters Score -1.152179e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -11521824.000000 Penalty: 13263.892578
	Iteration 23Q: 3 clusters Score -1.152182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -11521852.000000 Penalty: 13263.892578
	Iteration 24Q: 3 clusters Score -1.152185e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -11521853.000000 Penalty: 13263.892578
	Iteration 25Q: 3 clusters Score -1.152185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11521865.000000 Penalty: 13263.892578
	Iteration 26Q: 3 clusters Score -1.152186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -11521868.000000 Penalty: 13263.892578
	Iteration 27Q: 3 clusters Score -1.152187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -11521898.000000 Penalty: 13263.892578
	Iteration 28Q: 3 clusters Score -1.15219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11521890.000000 Penalty: 13263.892578
	Iteration 29Q: 3 clusters Score -1.152189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11521902.000000 Penalty: 13263.892578
	Iteration 30Q: 3 clusters Score -1.15219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -11521914.000000 Penalty: 13263.892578
	Iteration 31Q: 3 clusters Score -1.152191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -11521915.000000 Penalty: 13263.892578
	Iteration 32Q: 3 clusters Score -1.152192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -11521901.000000 Penalty: 13263.892578
	Iteration 33Q: 3 clusters Score -1.15219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -11521924.000000 Penalty: 13263.892578
	Iteration 34Q: 3 clusters Score -1.152192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -11521925.000000 Penalty: 13263.892578
	Iteration 35Q: 3 clusters Score -1.152192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -11521939.000000 Penalty: 13263.892578
	Iteration 36Q: 3 clusters Score -1.152194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11521956.000000 Penalty: 13263.892578
	Iteration 37Q: 3 clusters Score -1.152196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -11521947.000000 Penalty: 13263.892578
	Iteration 38Q: 3 clusters Score -1.152195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -11521951.000000 Penalty: 13263.892578
	Iteration 39Q: 3 clusters Score -1.152195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11521948.000000 Penalty: 13263.892578
	Iteration 40F: 3 clusters Score -1.152195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -11521957.000000 Penalty: 13263.892578
	Iteration 41Q: 3 clusters Score -1.152196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -11521964.000000 Penalty: 13263.892578
	Iteration 42Q: 3 clusters Score -1.152196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -11521964.000000 Penalty: 13263.892578
	Iteration 43F: 3 clusters Score -1.152196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -61497.535156 Penalty: 3559.323975
	Iteration 0F: 2 clusters Score -61497.54 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 176 members 
Entering Unmasked Estep 
Score: -58738.152344 Penalty: 7118.647949
	Iteration 0F: 3 clusters Score -58738.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58849.585938 Penalty: 7118.647949
	Iteration 1F: 3 clusters Score -58849.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -58889.703125 Penalty: 7118.647949
	Iteration 2Q: 3 clusters Score -58889.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58929.726562 Penalty: 7118.647949
	Iteration 3Q: 3 clusters Score -58929.73 nChanged 4
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: -58956.210938 Penalty: 7118.647949
	Iteration 4Q: 3 clusters Score -58956.21 nChanged 2
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: -58964.636719 Penalty: 7118.647949
	Iteration 5Q: 3 clusters Score -58964.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -58972.941406 Penalty: 7118.647949
	Iteration 6Q: 3 clusters Score -58972.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58982.714844 Penalty: 7118.647949
	Iteration 7Q: 3 clusters Score -58982.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58985.535156 Penalty: 7118.647949
	Iteration 8Q: 3 clusters Score -58985.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58996.144531 Penalty: 7118.647949
	Iteration 9Q: 3 clusters Score -58996.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59003.753906 Penalty: 7118.647949
	Iteration 10Q: 3 clusters Score -59003.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59003.753906 Penalty: 7118.647949
	Iteration 11F: 3 clusters Score -59003.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Entering Unmasked Estep 
Score: -1796182.375000 Penalty: 5491.814941
	Iteration 0F: 2 clusters Score -1796182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1787355.250000 Penalty: 10983.629883
	Iteration 0F: 3 clusters Score -1787355 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1788968.375000 Penalty: 10983.629883
	Iteration 1F: 3 clusters Score -1788968 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1789336.875000 Penalty: 10983.629883
	Iteration 2F: 3 clusters Score -1789337 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1789530.375000 Penalty: 10983.629883
	Iteration 3Q: 3 clusters Score -1789530 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1789656.125000 Penalty: 10983.629883
	Iteration 4Q: 3 clusters Score -1789656 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1789747.125000 Penalty: 10983.629883
	Iteration 5Q: 3 clusters Score -1789747 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1789827.375000 Penalty: 10983.629883
	Iteration 6Q: 3 clusters Score -1789827 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1789887.750000 Penalty: 10983.629883
	Iteration 7Q: 3 clusters Score -1789888 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1789933.500000 Penalty: 10983.629883
	Iteration 8Q: 3 clusters Score -1789934 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1789963.250000 Penalty: 10983.629883
	Iteration 9Q: 3 clusters Score -1789963 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1789983.625000 Penalty: 10983.629883
	Iteration 10Q: 3 clusters Score -1789984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1790004.000000 Penalty: 10983.629883
	Iteration 11Q: 3 clusters Score -1790004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1790023.875000 Penalty: 10983.629883
	Iteration 12Q: 3 clusters Score -1790024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1790036.750000 Penalty: 10983.629883
	Iteration 13Q: 3 clusters Score -1790037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1790050.500000 Penalty: 10983.629883
	Iteration 14Q: 3 clusters Score -1790050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1790058.625000 Penalty: 10983.629883
	Iteration 15Q: 3 clusters Score -1790059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1790075.875000 Penalty: 10983.629883
	Iteration 16Q: 3 clusters Score -1790076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1790081.875000 Penalty: 10983.629883
	Iteration 17Q: 3 clusters Score -1790082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1790095.125000 Penalty: 10983.629883
	Iteration 18Q: 3 clusters Score -1790095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1790097.000000 Penalty: 10983.629883
	Iteration 19Q: 3 clusters Score -1790097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1790103.500000 Penalty: 10983.629883
	Iteration 20F: 3 clusters Score -1790104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1790116.125000 Penalty: 10983.629883
	Iteration 21Q: 3 clusters Score -1790116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1790122.500000 Penalty: 10983.629883
	Iteration 22Q: 3 clusters Score -1790122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1790134.750000 Penalty: 10983.629883
	Iteration 23Q: 3 clusters Score -1790135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1790134.250000 Penalty: 10983.629883
	Iteration 24Q: 3 clusters Score -1790134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1790137.000000 Penalty: 10983.629883
	Iteration 25Q: 3 clusters Score -1790137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1790141.875000 Penalty: 10983.629883
	Iteration 26Q: 3 clusters Score -1790142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1790145.250000 Penalty: 10983.629883
	Iteration 27Q: 3 clusters Score -1790145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1790154.875000 Penalty: 10983.629883
	Iteration 28Q: 3 clusters Score -1790155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1790160.750000 Penalty: 10983.629883
	Iteration 29Q: 3 clusters Score -1790161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1790161.500000 Penalty: 10983.629883
	Iteration 30Q: 3 clusters Score -1790162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1790165.250000 Penalty: 10983.629883
	Iteration 31Q: 3 clusters Score -1790165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1790169.500000 Penalty: 10983.629883
	Iteration 32Q: 3 clusters Score -1790170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1790171.125000 Penalty: 10983.629883
	Iteration 33Q: 3 clusters Score -1790171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1790179.375000 Penalty: 10983.629883
	Iteration 34Q: 3 clusters Score -1790179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1790181.875000 Penalty: 10983.629883
	Iteration 35Q: 3 clusters Score -1790182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1790187.875000 Penalty: 10983.629883
	Iteration 36Q: 3 clusters Score -1790188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1790189.875000 Penalty: 10983.629883
	Iteration 37Q: 3 clusters Score -1790190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1790189.125000 Penalty: 10983.629883
	Iteration 38Q: 3 clusters Score -1790189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1790192.750000 Penalty: 10983.629883
	Iteration 39Q: 3 clusters Score -1790193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1790190.625000 Penalty: 10983.629883
	Iteration 40F: 3 clusters Score -1790191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1790190.750000 Penalty: 10983.629883
	Iteration 41Q: 3 clusters Score -1790191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1790191.125000 Penalty: 10983.629883
	Iteration 42Q: 3 clusters Score -1790191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1790191.125000 Penalty: 10983.629883
	Iteration 43F: 3 clusters Score -1790191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Entering Unmasked Estep 
Score: -6815300.500000 Penalty: 6324.678711
	Iteration 0F: 2 clusters Score -6815300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -6792195.500000 Penalty: 12649.357422
	Iteration 0F: 3 clusters Score -6792196 nChanged 12904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -6798959.500000 Penalty: 12649.357422
	Iteration 1F: 3 clusters Score -6798960 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -6799635.500000 Penalty: 12649.357422
	Iteration 2F: 3 clusters Score -6799636 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -6800140.000000 Penalty: 12649.357422
	Iteration 3Q: 3 clusters Score -6800140 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -6800637.000000 Penalty: 12649.357422
	Iteration 4Q: 3 clusters Score -6800637 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -6801212.000000 Penalty: 12649.357422
	Iteration 5Q: 3 clusters Score -6801212 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -6802180.000000 Penalty: 12649.357422
	Iteration 6Q: 3 clusters Score -6802180 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -6803342.500000 Penalty: 12649.357422
	Iteration 7F: 3 clusters Score -6803342 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -6804629.500000 Penalty: 12649.357422
	Iteration 8F: 3 clusters Score -6804630 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -6806026.500000 Penalty: 12649.357422
	Iteration 9F: 3 clusters Score -6806026 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -6807435.000000 Penalty: 12649.357422
	Iteration 10F: 3 clusters Score -6807435 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -6808771.000000 Penalty: 12649.357422
	Iteration 11F: 3 clusters Score -6808771 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -6809883.500000 Penalty: 12649.357422
	Iteration 12Q: 3 clusters Score -6809884 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -6810749.000000 Penalty: 12649.357422
	Iteration 13Q: 3 clusters Score -6810749 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -6811348.000000 Penalty: 12649.357422
	Iteration 14Q: 3 clusters Score -6811348 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -6811663.500000 Penalty: 12649.357422
	Iteration 15Q: 3 clusters Score -6811664 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6811850.000000 Penalty: 12649.357422
	Iteration 16Q: 3 clusters Score -6811850 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -6811958.500000 Penalty: 12649.357422
	Iteration 17Q: 3 clusters Score -6811958 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6812035.000000 Penalty: 12649.357422
	Iteration 18Q: 3 clusters Score -6812035 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -6812079.000000 Penalty: 12649.357422
	Iteration 19Q: 3 clusters Score -6812079 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -6812103.500000 Penalty: 12649.357422
	Iteration 20F: 3 clusters Score -6812104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -6812134.000000 Penalty: 12649.357422
	Iteration 21Q: 3 clusters Score -6812134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6812150.500000 Penalty: 12649.357422
	Iteration 22Q: 3 clusters Score -6812150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -6812167.000000 Penalty: 12649.357422
	Iteration 23Q: 3 clusters Score -6812167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -6812185.500000 Penalty: 12649.357422
	Iteration 24Q: 3 clusters Score -6812186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -6812178.000000 Penalty: 12649.357422
	Iteration 25Q: 3 clusters Score -6812178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6812215.500000 Penalty: 12649.357422
	Iteration 26Q: 3 clusters Score -6812216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -6812214.000000 Penalty: 12649.357422
	Iteration 27Q: 3 clusters Score -6812214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -6812253.500000 Penalty: 12649.357422
	Iteration 28Q: 3 clusters Score -6812254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -6812319.500000 Penalty: 12649.357422
	Iteration 29Q: 3 clusters Score -6812320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6812349.000000 Penalty: 12649.357422
	Iteration 30Q: 3 clusters Score -6812349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -6812361.500000 Penalty: 12649.357422
	Iteration 31Q: 3 clusters Score -6812362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -6812375.500000 Penalty: 12649.357422
	Iteration 32Q: 3 clusters Score -6812376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6812381.500000 Penalty: 12649.357422
	Iteration 33Q: 3 clusters Score -6812382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6812380.000000 Penalty: 12649.357422
	Iteration 34Q: 3 clusters Score -6812380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6812387.000000 Penalty: 12649.357422
	Iteration 35Q: 3 clusters Score -6812387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6812380.500000 Penalty: 12649.357422
	Iteration 36Q: 3 clusters Score -6812380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -6812382.000000 Penalty: 12649.357422
	Iteration 37Q: 3 clusters Score -6812382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -6812382.000000 Penalty: 12649.357422
	Iteration 38F: 3 clusters Score -6812382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Entering Unmasked Estep 
Score: -312527.718750 Penalty: 4490.274414
	Iteration 0F: 2 clusters Score -312527.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -308183.031250 Penalty: 8980.548828
	Iteration 0F: 3 clusters Score -308183 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -309165.281250 Penalty: 8980.548828
	Iteration 1F: 3 clusters Score -309165.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -309607.406250 Penalty: 8980.548828
	Iteration 2F: 3 clusters Score -309607.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -310102.718750 Penalty: 8980.548828
	Iteration 3F: 3 clusters Score -310102.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -310776.000000 Penalty: 8980.548828
	Iteration 4F: 3 clusters Score -310776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -311174.468750 Penalty: 8980.548828
	Iteration 5Q: 3 clusters Score -311174.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -311536.125000 Penalty: 8980.548828
	Iteration 6Q: 3 clusters Score -311536.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -311841.062500 Penalty: 8980.548828
	Iteration 7Q: 3 clusters Score -311841.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -312059.875000 Penalty: 8980.548828
	Iteration 8Q: 3 clusters Score -312059.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -312154.000000 Penalty: 8980.548828
	Iteration 9Q: 3 clusters Score -312154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -312211.250000 Penalty: 8980.548828
	Iteration 10Q: 3 clusters Score -312211.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -312235.281250 Penalty: 8980.548828
	Iteration 11Q: 3 clusters Score -312235.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -312243.468750 Penalty: 8980.548828
	Iteration 12Q: 3 clusters Score -312243.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -312252.843750 Penalty: 8980.548828
	Iteration 13Q: 3 clusters Score -312252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -312261.031250 Penalty: 8980.548828
	Iteration 14Q: 3 clusters Score -312261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -312264.562500 Penalty: 8980.548828
	Iteration 15Q: 3 clusters Score -312264.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -312270.437500 Penalty: 8980.548828
	Iteration 16Q: 3 clusters Score -312270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -312275.500000 Penalty: 8980.548828
	Iteration 17Q: 3 clusters Score -312275.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -312281.406250 Penalty: 8980.548828
	Iteration 18Q: 3 clusters Score -312281.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -312284.218750 Penalty: 8980.548828
	Iteration 19Q: 3 clusters Score -312284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -312295.500000 Penalty: 8980.548828
	Iteration 20F: 3 clusters Score -312295.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -312317.718750 Penalty: 8980.548828
	Iteration 21Q: 3 clusters Score -312317.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -312331.937500 Penalty: 8980.548828
	Iteration 22Q: 3 clusters Score -312331.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -312352.375000 Penalty: 8980.548828
	Iteration 23Q: 3 clusters Score -312352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -312356.156250 Penalty: 8980.548828
	Iteration 24Q: 3 clusters Score -312356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -312357.093750 Penalty: 8980.548828
	Iteration 25Q: 3 clusters Score -312357.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -312357.093750 Penalty: 8980.548828
	Iteration 26F: 3 clusters Score -312357.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Entering Unmasked Estep 
Score: -4472467.500000 Penalty: 6054.947754
	Iteration 0F: 2 clusters Score -4472468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -4456203.000000 Penalty: 12109.895508
	Iteration 0F: 3 clusters Score -4456203 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -4460432.000000 Penalty: 12109.895508
	Iteration 1F: 3 clusters Score -4460432 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -4461103.000000 Penalty: 12109.895508
	Iteration 2F: 3 clusters Score -4461103 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -4461572.000000 Penalty: 12109.895508
	Iteration 3F: 3 clusters Score -4461572 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -4461917.000000 Penalty: 12109.895508
	Iteration 4Q: 3 clusters Score -4461917 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -4462216.000000 Penalty: 12109.895508
	Iteration 5Q: 3 clusters Score -4462216 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -4462450.500000 Penalty: 12109.895508
	Iteration 6Q: 3 clusters Score -4462450 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4462637.500000 Penalty: 12109.895508
	Iteration 7Q: 3 clusters Score -4462638 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -4462820.500000 Penalty: 12109.895508
	Iteration 8Q: 3 clusters Score -4462820 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -4463042.500000 Penalty: 12109.895508
	Iteration 9Q: 3 clusters Score -4463042 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -4463193.500000 Penalty: 12109.895508
	Iteration 10Q: 3 clusters Score -4463194 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -4463330.000000 Penalty: 12109.895508
	Iteration 11Q: 3 clusters Score -4463330 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -4463428.500000 Penalty: 12109.895508
	Iteration 12Q: 3 clusters Score -4463428 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -4463511.000000 Penalty: 12109.895508
	Iteration 13Q: 3 clusters Score -4463511 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -4463600.500000 Penalty: 12109.895508
	Iteration 14Q: 3 clusters Score -4463600 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -4463666.000000 Penalty: 12109.895508
	Iteration 15Q: 3 clusters Score -4463666 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -4463739.000000 Penalty: 12109.895508
	Iteration 16Q: 3 clusters Score -4463739 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -4463785.000000 Penalty: 12109.895508
	Iteration 17Q: 3 clusters Score -4463785 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -4463831.500000 Penalty: 12109.895508
	Iteration 18Q: 3 clusters Score -4463832 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -4463856.000000 Penalty: 12109.895508
	Iteration 19Q: 3 clusters Score -4463856 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -4463906.500000 Penalty: 12109.895508
	Iteration 20F: 3 clusters Score -4463906 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -4463943.500000 Penalty: 12109.895508
	Iteration 21Q: 3 clusters Score -4463944 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -4463966.000000 Penalty: 12109.895508
	Iteration 22Q: 3 clusters Score -4463966 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -4464003.000000 Penalty: 12109.895508
	Iteration 23Q: 3 clusters Score -4464003 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -4464040.000000 Penalty: 12109.895508
	Iteration 24Q: 3 clusters Score -4464040 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -4464071.500000 Penalty: 12109.895508
	Iteration 25Q: 3 clusters Score -4464072 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -4464101.000000 Penalty: 12109.895508
	Iteration 26Q: 3 clusters Score -4464101 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -4464131.000000 Penalty: 12109.895508
	Iteration 27Q: 3 clusters Score -4464131 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -4464161.500000 Penalty: 12109.895508
	Iteration 28Q: 3 clusters Score -4464162 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -4464187.500000 Penalty: 12109.895508
	Iteration 29Q: 3 clusters Score -4464188 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -4464225.500000 Penalty: 12109.895508
	Iteration 30Q: 3 clusters Score -4464226 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -4464240.500000 Penalty: 12109.895508
	Iteration 31Q: 3 clusters Score -4464240 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -4464278.000000 Penalty: 12109.895508
	Iteration 32Q: 3 clusters Score -4464278 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -4464302.500000 Penalty: 12109.895508
	Iteration 33Q: 3 clusters Score -4464302 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -4464353.500000 Penalty: 12109.895508
	Iteration 34Q: 3 clusters Score -4464354 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -4464370.500000 Penalty: 12109.895508
	Iteration 35Q: 3 clusters Score -4464370 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -4464383.000000 Penalty: 12109.895508
	Iteration 36Q: 3 clusters Score -4464383 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -4464441.500000 Penalty: 12109.895508
	Iteration 37Q: 3 clusters Score -4464442 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -4464473.500000 Penalty: 12109.895508
	Iteration 38Q: 3 clusters Score -4464474 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -4464509.500000 Penalty: 12109.895508
	Iteration 39Q: 3 clusters Score -4464510 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -4464556.500000 Penalty: 12109.895508
	Iteration 40F: 3 clusters Score -4464556 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -4464620.500000 Penalty: 12109.895508
	Iteration 41Q: 3 clusters Score -4464620 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -4464700.000000 Penalty: 12109.895508
	Iteration 42Q: 3 clusters Score -4464700 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -4464776.500000 Penalty: 12109.895508
	Iteration 43Q: 3 clusters Score -4464776 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -4464900.500000 Penalty: 12109.895508
	Iteration 44Q: 3 clusters Score -4464900 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -4465042.000000 Penalty: 12109.895508
	Iteration 45Q: 3 clusters Score -4465042 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -4465183.000000 Penalty: 12109.895508
	Iteration 46Q: 3 clusters Score -4465183 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -4465376.500000 Penalty: 12109.895508
	Iteration 47Q: 3 clusters Score -4465376 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -4465590.500000 Penalty: 12109.895508
	Iteration 48Q: 3 clusters Score -4465590 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -4465825.000000 Penalty: 12109.895508
	Iteration 49Q: 3 clusters Score -4465825 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -4466063.000000 Penalty: 12109.895508
	Iteration 50Q: 3 clusters Score -4466063 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -4466304.500000 Penalty: 12109.895508
	Iteration 51Q: 3 clusters Score -4466304 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -4466529.500000 Penalty: 12109.895508
	Iteration 52Q: 3 clusters Score -4466530 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4466708.000000 Penalty: 12109.895508
	Iteration 53Q: 3 clusters Score -4466708 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4466810.000000 Penalty: 12109.895508
	Iteration 54Q: 3 clusters Score -4466810 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4466911.000000 Penalty: 12109.895508
	Iteration 55Q: 3 clusters Score -4466911 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4466983.500000 Penalty: 12109.895508
	Iteration 56Q: 3 clusters Score -4466984 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4467051.000000 Penalty: 12109.895508
	Iteration 57Q: 3 clusters Score -4467051 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4467127.000000 Penalty: 12109.895508
	Iteration 58Q: 3 clusters Score -4467127 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4467177.000000 Penalty: 12109.895508
	Iteration 59Q: 3 clusters Score -4467177 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4467222.000000 Penalty: 12109.895508
	Iteration 60F: 3 clusters Score -4467222 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4467273.500000 Penalty: 12109.895508
	Iteration 61Q: 3 clusters Score -4467274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4467312.500000 Penalty: 12109.895508
	Iteration 62Q: 3 clusters Score -4467312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4467350.500000 Penalty: 12109.895508
	Iteration 63Q: 3 clusters Score -4467350 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4467382.000000 Penalty: 12109.895508
	Iteration 64Q: 3 clusters Score -4467382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4467388.000000 Penalty: 12109.895508
	Iteration 65Q: 3 clusters Score -4467388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4467417.000000 Penalty: 12109.895508
	Iteration 66Q: 3 clusters Score -4467417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4467422.000000 Penalty: 12109.895508
	Iteration 67Q: 3 clusters Score -4467422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4467438.000000 Penalty: 12109.895508
	Iteration 68Q: 3 clusters Score -4467438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4467459.500000 Penalty: 12109.895508
	Iteration 69Q: 3 clusters Score -4467460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4467472.500000 Penalty: 12109.895508
	Iteration 70Q: 3 clusters Score -4467472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4467482.000000 Penalty: 12109.895508
	Iteration 71Q: 3 clusters Score -4467482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4467486.000000 Penalty: 12109.895508
	Iteration 72Q: 3 clusters Score -4467486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4467487.000000 Penalty: 12109.895508
	Iteration 73Q: 3 clusters Score -4467487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4467495.500000 Penalty: 12109.895508
	Iteration 74Q: 3 clusters Score -4467496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4467499.500000 Penalty: 12109.895508
	Iteration 75Q: 3 clusters Score -4467500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4467511.500000 Penalty: 12109.895508
	Iteration 76Q: 3 clusters Score -4467512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4467519.000000 Penalty: 12109.895508
	Iteration 77Q: 3 clusters Score -4467519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4467529.000000 Penalty: 12109.895508
	Iteration 78Q: 3 clusters Score -4467529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4467540.000000 Penalty: 12109.895508
	Iteration 79Q: 3 clusters Score -4467540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4467547.000000 Penalty: 12109.895508
	Iteration 80F: 3 clusters Score -4467547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4467542.500000 Penalty: 12109.895508
	Iteration 81Q: 3 clusters Score -4467542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4467538.000000 Penalty: 12109.895508
	Iteration 82Q: 3 clusters Score -4467538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4467547.500000 Penalty: 12109.895508
	Iteration 83Q: 3 clusters Score -4467548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4467551.000000 Penalty: 12109.895508
	Iteration 84Q: 3 clusters Score -4467551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4467558.000000 Penalty: 12109.895508
	Iteration 85Q: 3 clusters Score -4467558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4467567.500000 Penalty: 12109.895508
	Iteration 86Q: 3 clusters Score -4467568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4467579.000000 Penalty: 12109.895508
	Iteration 87Q: 3 clusters Score -4467579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4467584.500000 Penalty: 12109.895508
	Iteration 88Q: 3 clusters Score -4467584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4467577.500000 Penalty: 12109.895508
	Iteration 89Q: 3 clusters Score -4467578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4467592.000000 Penalty: 12109.895508
	Iteration 90Q: 3 clusters Score -4467592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4467595.000000 Penalty: 12109.895508
	Iteration 91Q: 3 clusters Score -4467595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4467597.500000 Penalty: 12109.895508
	Iteration 92Q: 3 clusters Score -4467598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4467605.000000 Penalty: 12109.895508
	Iteration 93Q: 3 clusters Score -4467605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4467604.500000 Penalty: 12109.895508
	Iteration 94Q: 3 clusters Score -4467604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4467606.000000 Penalty: 12109.895508
	Iteration 95Q: 3 clusters Score -4467606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4467607.000000 Penalty: 12109.895508
	Iteration 96Q: 3 clusters Score -4467607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4467606.000000 Penalty: 12109.895508
	Iteration 97Q: 3 clusters Score -4467606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4467604.000000 Penalty: 12109.895508
	Iteration 98Q: 3 clusters Score -4467604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4467604.000000 Penalty: 12109.895508
	Iteration 99F: 3 clusters Score -4467604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -139607.859375 Penalty: 4214.235352
	Iteration 0F: 2 clusters Score -139607.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -136336.750000 Penalty: 8428.470703
	Iteration 0F: 3 clusters Score -136336.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -139151.031250 Penalty: 8428.470703
	Iteration 1F: 3 clusters Score -139151 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -140743.609375 Penalty: 8428.470703
	Iteration 2F: 3 clusters Score -140743.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -141868.703125 Penalty: 8428.470703
	Iteration 3Q: 3 clusters Score -141868.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -142781.609375 Penalty: 8428.470703
	Iteration 4Q: 3 clusters Score -142781.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -143027.390625 Penalty: 8428.470703
	Iteration 5Q: 3 clusters Score -143027.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -143278.109375 Penalty: 8428.470703
	Iteration 6Q: 3 clusters Score -143278.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -143600.125000 Penalty: 8428.470703
	Iteration 7Q: 3 clusters Score -143600.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -143902.718750 Penalty: 8428.470703
	Iteration 8Q: 3 clusters Score -143902.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -144192.609375 Penalty: 8428.470703
	Iteration 9Q: 3 clusters Score -144192.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -144198.843750 Penalty: 8428.470703
	Iteration 10Q: 3 clusters Score -144198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -144204.875000 Penalty: 8428.470703
	Iteration 11Q: 3 clusters Score -144204.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -144207.812500 Penalty: 8428.470703
	Iteration 12Q: 3 clusters Score -144207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -144207.812500 Penalty: 8428.470703
	Iteration 13F: 3 clusters Score -144207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3652 members 
Mstep: Class 3 contains 13125 members 
Mstep: Class 4 contains 127815 members 
Mstep: Class 5 contains 170629 members 
Mstep: Class 6 contains 9998 members 
Mstep: Class 7 contains 11071 members 
Mstep: Class 8 contains 13417 members 
Mstep: Class 9 contains 27632 members 
Mstep: Class 10 contains 50396 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30516 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19646 members 
Mstep: Class 16 contains 643 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 36637 members 
Mstep: Class 20 contains 25110 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 25977 members 
Mstep: Class 23 contains 23391 members 
Mstep: Class 24 contains 330 members 
Entering Unmasked Estep 
Score: -138271760.000000 Penalty: 195975.750000
Splitting cluster 16 changes total score from -138267392.000000 to -138271760.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -253873.031250 Penalty: 4368.654785
	Iteration 0F: 2 clusters Score -253873 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 619 members 
Entering Unmasked Estep 
Score: -249518.968750 Penalty: 8737.309570
	Iteration 0F: 3 clusters Score -249519 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -249933.421875 Penalty: 8737.309570
	Iteration 1F: 3 clusters Score -249933.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -250097.781250 Penalty: 8737.309570
	Iteration 2F: 3 clusters Score -250097.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -250192.953125 Penalty: 8737.309570
	Iteration 3Q: 3 clusters Score -250193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -250258.000000 Penalty: 8737.309570
	Iteration 4Q: 3 clusters Score -250258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -250346.046875 Penalty: 8737.309570
	Iteration 5Q: 3 clusters Score -250346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -250455.437500 Penalty: 8737.309570
	Iteration 6Q: 3 clusters Score -250455.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -250549.265625 Penalty: 8737.309570
	Iteration 7Q: 3 clusters Score -250549.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -250657.625000 Penalty: 8737.309570
	Iteration 8Q: 3 clusters Score -250657.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -250772.046875 Penalty: 8737.309570
	Iteration 9Q: 3 clusters Score -250772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -250888.859375 Penalty: 8737.309570
	Iteration 10Q: 3 clusters Score -250888.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -251102.140625 Penalty: 8737.309570
	Iteration 11Q: 3 clusters Score -251102.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -251461.078125 Penalty: 8737.309570
	Iteration 12Q: 3 clusters Score -251461.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -251690.546875 Penalty: 8737.309570
	Iteration 13Q: 3 clusters Score -251690.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -251814.390625 Penalty: 8737.309570
	Iteration 14Q: 3 clusters Score -251814.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -251924.218750 Penalty: 8737.309570
	Iteration 15Q: 3 clusters Score -251924.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -252018.312500 Penalty: 8737.309570
	Iteration 16Q: 3 clusters Score -252018.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -252109.640625 Penalty: 8737.309570
	Iteration 17Q: 3 clusters Score -252109.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -252257.609375 Penalty: 8737.309570
	Iteration 18Q: 3 clusters Score -252257.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -252388.468750 Penalty: 8737.309570
	Iteration 19Q: 3 clusters Score -252388.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -252481.687500 Penalty: 8737.309570
	Iteration 20F: 3 clusters Score -252481.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -252521.031250 Penalty: 8737.309570
	Iteration 21Q: 3 clusters Score -252521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -252533.125000 Penalty: 8737.309570
	Iteration 22Q: 3 clusters Score -252533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -252536.000000 Penalty: 8737.309570
	Iteration 23Q: 3 clusters Score -252536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -252541.750000 Penalty: 8737.309570
	Iteration 24Q: 3 clusters Score -252541.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -252544.546875 Penalty: 8737.309570
	Iteration 25Q: 3 clusters Score -252544.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -252544.546875 Penalty: 8737.309570
	Iteration 26F: 3 clusters Score -252544.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Entering Unmasked Estep 
Score: -1319641.500000 Penalty: 5334.041992
	Iteration 0F: 2 clusters Score -1319642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1311917.750000 Penalty: 10668.083984
	Iteration 0F: 3 clusters Score -1311918 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1313760.500000 Penalty: 10668.083984
	Iteration 1F: 3 clusters Score -1313760 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1314614.375000 Penalty: 10668.083984
	Iteration 2F: 3 clusters Score -1314614 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1315637.625000 Penalty: 10668.083984
	Iteration 3F: 3 clusters Score -1315638 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1316653.250000 Penalty: 10668.083984
	Iteration 4F: 3 clusters Score -1316653 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1317243.250000 Penalty: 10668.083984
	Iteration 5F: 3 clusters Score -1317243 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1317590.875000 Penalty: 10668.083984
	Iteration 6Q: 3 clusters Score -1317591 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1317843.625000 Penalty: 10668.083984
	Iteration 7Q: 3 clusters Score -1317844 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1317999.500000 Penalty: 10668.083984
	Iteration 8Q: 3 clusters Score -1318000 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1318100.000000 Penalty: 10668.083984
	Iteration 9Q: 3 clusters Score -1318100 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1318198.125000 Penalty: 10668.083984
	Iteration 10Q: 3 clusters Score -1318198 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1318286.750000 Penalty: 10668.083984
	Iteration 11Q: 3 clusters Score -1318287 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1318354.625000 Penalty: 10668.083984
	Iteration 12Q: 3 clusters Score -1318355 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1318400.250000 Penalty: 10668.083984
	Iteration 13Q: 3 clusters Score -1318400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1318452.250000 Penalty: 10668.083984
	Iteration 14Q: 3 clusters Score -1318452 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1318496.750000 Penalty: 10668.083984
	Iteration 15Q: 3 clusters Score -1318497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1318539.500000 Penalty: 10668.083984
	Iteration 16Q: 3 clusters Score -1318540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1318577.000000 Penalty: 10668.083984
	Iteration 17Q: 3 clusters Score -1318577 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1318616.750000 Penalty: 10668.083984
	Iteration 18Q: 3 clusters Score -1318617 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1318653.125000 Penalty: 10668.083984
	Iteration 19Q: 3 clusters Score -1318653 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1318677.125000 Penalty: 10668.083984
	Iteration 20F: 3 clusters Score -1318677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1318697.875000 Penalty: 10668.083984
	Iteration 21Q: 3 clusters Score -1318698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1318720.750000 Penalty: 10668.083984
	Iteration 22Q: 3 clusters Score -1318721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1318742.375000 Penalty: 10668.083984
	Iteration 23Q: 3 clusters Score -1318742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1318762.000000 Penalty: 10668.083984
	Iteration 24Q: 3 clusters Score -1318762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1318780.875000 Penalty: 10668.083984
	Iteration 25Q: 3 clusters Score -1318781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1318807.625000 Penalty: 10668.083984
	Iteration 26Q: 3 clusters Score -1318808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1318827.750000 Penalty: 10668.083984
	Iteration 27Q: 3 clusters Score -1318828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1318846.375000 Penalty: 10668.083984
	Iteration 28Q: 3 clusters Score -1318846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1318866.375000 Penalty: 10668.083984
	Iteration 29Q: 3 clusters Score -1318866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1318889.625000 Penalty: 10668.083984
	Iteration 30Q: 3 clusters Score -1318890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1318903.625000 Penalty: 10668.083984
	Iteration 31Q: 3 clusters Score -1318904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1318912.375000 Penalty: 10668.083984
	Iteration 32Q: 3 clusters Score -1318912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1318920.875000 Penalty: 10668.083984
	Iteration 33Q: 3 clusters Score -1318921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1318928.375000 Penalty: 10668.083984
	Iteration 34Q: 3 clusters Score -1318928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1318940.000000 Penalty: 10668.083984
	Iteration 35Q: 3 clusters Score -1318940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1318943.375000 Penalty: 10668.083984
	Iteration 36Q: 3 clusters Score -1318943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1318954.125000 Penalty: 10668.083984
	Iteration 37Q: 3 clusters Score -1318954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1318966.000000 Penalty: 10668.083984
	Iteration 38Q: 3 clusters Score -1318966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1318974.125000 Penalty: 10668.083984
	Iteration 39Q: 3 clusters Score -1318974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1318982.625000 Penalty: 10668.083984
	Iteration 40F: 3 clusters Score -1318983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1318988.625000 Penalty: 10668.083984
	Iteration 41Q: 3 clusters Score -1318989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1318993.500000 Penalty: 10668.083984
	Iteration 42Q: 3 clusters Score -1318994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1318993.875000 Penalty: 10668.083984
	Iteration 43Q: 3 clusters Score -1318994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1318995.250000 Penalty: 10668.083984
	Iteration 44Q: 3 clusters Score -1318995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1319003.125000 Penalty: 10668.083984
	Iteration 45Q: 3 clusters Score -1319003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1319011.875000 Penalty: 10668.083984
	Iteration 46Q: 3 clusters Score -1319012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1319021.250000 Penalty: 10668.083984
	Iteration 47Q: 3 clusters Score -1319021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1319027.000000 Penalty: 10668.083984
	Iteration 48Q: 3 clusters Score -1319027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1319038.375000 Penalty: 10668.083984
	Iteration 49Q: 3 clusters Score -1319038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1319058.500000 Penalty: 10668.083984
	Iteration 50Q: 3 clusters Score -1319058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1319073.875000 Penalty: 10668.083984
	Iteration 51Q: 3 clusters Score -1319074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1319099.375000 Penalty: 10668.083984
	Iteration 52Q: 3 clusters Score -1319099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1319130.000000 Penalty: 10668.083984
	Iteration 53Q: 3 clusters Score -1319130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1319165.875000 Penalty: 10668.083984
	Iteration 54Q: 3 clusters Score -1319166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1319200.000000 Penalty: 10668.083984
	Iteration 55Q: 3 clusters Score -1319200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1319230.000000 Penalty: 10668.083984
	Iteration 56Q: 3 clusters Score -1319230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1319263.250000 Penalty: 10668.083984
	Iteration 57Q: 3 clusters Score -1319263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1319297.750000 Penalty: 10668.083984
	Iteration 58Q: 3 clusters Score -1319298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1319324.500000 Penalty: 10668.083984
	Iteration 59Q: 3 clusters Score -1319324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1319345.500000 Penalty: 10668.083984
	Iteration 60F: 3 clusters Score -1319346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1319362.750000 Penalty: 10668.083984
	Iteration 61Q: 3 clusters Score -1319363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1319375.000000 Penalty: 10668.083984
	Iteration 62Q: 3 clusters Score -1319375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1319386.250000 Penalty: 10668.083984
	Iteration 63Q: 3 clusters Score -1319386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1319391.500000 Penalty: 10668.083984
	Iteration 64Q: 3 clusters Score -1319392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1319402.000000 Penalty: 10668.083984
	Iteration 65Q: 3 clusters Score -1319402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1319403.875000 Penalty: 10668.083984
	Iteration 66Q: 3 clusters Score -1319404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1319412.000000 Penalty: 10668.083984
	Iteration 67Q: 3 clusters Score -1319412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1319420.000000 Penalty: 10668.083984
	Iteration 68Q: 3 clusters Score -1319420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1319424.875000 Penalty: 10668.083984
	Iteration 69Q: 3 clusters Score -1319425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1319429.625000 Penalty: 10668.083984
	Iteration 70Q: 3 clusters Score -1319430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1319434.750000 Penalty: 10668.083984
	Iteration 71Q: 3 clusters Score -1319435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1319434.750000 Penalty: 10668.083984
	Iteration 72Q: 3 clusters Score -1319435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1319435.250000 Penalty: 10668.083984
	Iteration 73Q: 3 clusters Score -1319435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1319435.250000 Penalty: 10668.083984
	Iteration 74F: 3 clusters Score -1319435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Entering Unmasked Estep 
Score: -8354509.000000 Penalty: 6436.648438
	Iteration 0F: 2 clusters Score -8354509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -8327513.000000 Penalty: 12873.296875
	Iteration 0F: 3 clusters Score -8327513 nChanged 15738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -8335654.500000 Penalty: 12873.296875
	Iteration 1F: 3 clusters Score -8335654 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -8336480.000000 Penalty: 12873.296875
	Iteration 2F: 3 clusters Score -8336480 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -8337104.500000 Penalty: 12873.296875
	Iteration 3Q: 3 clusters Score -8337104 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -8337591.000000 Penalty: 12873.296875
	Iteration 4Q: 3 clusters Score -8337591 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -8337990.500000 Penalty: 12873.296875
	Iteration 5Q: 3 clusters Score -8337990 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -8338377.500000 Penalty: 12873.296875
	Iteration 6Q: 3 clusters Score -8338378 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -8338862.500000 Penalty: 12873.296875
	Iteration 7Q: 3 clusters Score -8338862 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -8339379.500000 Penalty: 12873.296875
	Iteration 8Q: 3 clusters Score -8339380 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -8340039.000000 Penalty: 12873.296875
	Iteration 9Q: 3 clusters Score -8340039 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -8340760.000000 Penalty: 12873.296875
	Iteration 10Q: 3 clusters Score -8340760 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -8341705.000000 Penalty: 12873.296875
	Iteration 11Q: 3 clusters Score -8341705 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -8342804.000000 Penalty: 12873.296875
	Iteration 12Q: 3 clusters Score -8342804 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -8343888.000000 Penalty: 12873.296875
	Iteration 13Q: 3 clusters Score -8343888 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -8344949.000000 Penalty: 12873.296875
	Iteration 14Q: 3 clusters Score -8344949 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -8345875.000000 Penalty: 12873.296875
	Iteration 15Q: 3 clusters Score -8345875 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -8346635.500000 Penalty: 12873.296875
	Iteration 16Q: 3 clusters Score -8346636 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -8347192.500000 Penalty: 12873.296875
	Iteration 17Q: 3 clusters Score -8347192 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -8347682.000000 Penalty: 12873.296875
	Iteration 18Q: 3 clusters Score -8347682 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -8348027.500000 Penalty: 12873.296875
	Iteration 19Q: 3 clusters Score -8348028 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8348284.000000 Penalty: 12873.296875
	Iteration 20F: 3 clusters Score -8348284 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8348481.000000 Penalty: 12873.296875
	Iteration 21Q: 3 clusters Score -8348481 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8348602.500000 Penalty: 12873.296875
	Iteration 22Q: 3 clusters Score -8348602 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8348672.000000 Penalty: 12873.296875
	Iteration 23Q: 3 clusters Score -8348672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8348703.500000 Penalty: 12873.296875
	Iteration 24Q: 3 clusters Score -8348704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8348732.500000 Penalty: 12873.296875
	Iteration 25Q: 3 clusters Score -8348732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8348778.000000 Penalty: 12873.296875
	Iteration 26Q: 3 clusters Score -8348778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8348812.000000 Penalty: 12873.296875
	Iteration 27Q: 3 clusters Score -8348812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8348841.500000 Penalty: 12873.296875
	Iteration 28Q: 3 clusters Score -8348842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8348869.500000 Penalty: 12873.296875
	Iteration 29Q: 3 clusters Score -8348870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8348873.500000 Penalty: 12873.296875
	Iteration 30Q: 3 clusters Score -8348874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8348886.000000 Penalty: 12873.296875
	Iteration 31Q: 3 clusters Score -8348886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8348891.000000 Penalty: 12873.296875
	Iteration 32Q: 3 clusters Score -8348891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8348887.500000 Penalty: 12873.296875
	Iteration 33Q: 3 clusters Score -8348888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8348897.000000 Penalty: 12873.296875
	Iteration 34Q: 3 clusters Score -8348897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8348900.500000 Penalty: 12873.296875
	Iteration 35Q: 3 clusters Score -8348900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8348905.000000 Penalty: 12873.296875
	Iteration 36Q: 3 clusters Score -8348905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8348913.500000 Penalty: 12873.296875
	Iteration 37Q: 3 clusters Score -8348914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8348909.500000 Penalty: 12873.296875
	Iteration 38Q: 3 clusters Score -8348910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8348913.500000 Penalty: 12873.296875
	Iteration 39Q: 3 clusters Score -8348914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8348914.000000 Penalty: 12873.296875
	Iteration 40F: 3 clusters Score -8348914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8348934.000000 Penalty: 12873.296875
	Iteration 41Q: 3 clusters Score -8348934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8348937.500000 Penalty: 12873.296875
	Iteration 42Q: 3 clusters Score -8348938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8348943.500000 Penalty: 12873.296875
	Iteration 43Q: 3 clusters Score -8348944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8348949.000000 Penalty: 12873.296875
	Iteration 44Q: 3 clusters Score -8348949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8348949.500000 Penalty: 12873.296875
	Iteration 45Q: 3 clusters Score -8348950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8348953.500000 Penalty: 12873.296875
	Iteration 46Q: 3 clusters Score -8348954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8348953.500000 Penalty: 12873.296875
	Iteration 47F: 3 clusters Score -8348954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Entering Unmasked Estep 
Score: -5718148.500000 Penalty: 6205.250488
	Iteration 0F: 2 clusters Score -5718148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -5698471.000000 Penalty: 12410.500977
	Iteration 0F: 3 clusters Score -5698471 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -5703999.000000 Penalty: 12410.500977
	Iteration 1F: 3 clusters Score -5703999 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -5704729.000000 Penalty: 12410.500977
	Iteration 2F: 3 clusters Score -5704729 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -5705249.000000 Penalty: 12410.500977
	Iteration 3Q: 3 clusters Score -5705249 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -5705625.000000 Penalty: 12410.500977
	Iteration 4Q: 3 clusters Score -5705625 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -5705994.500000 Penalty: 12410.500977
	Iteration 5Q: 3 clusters Score -5705994 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -5706310.000000 Penalty: 12410.500977
	Iteration 6Q: 3 clusters Score -5706310 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -5706655.500000 Penalty: 12410.500977
	Iteration 7Q: 3 clusters Score -5706656 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -5706964.500000 Penalty: 12410.500977
	Iteration 8Q: 3 clusters Score -5706964 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -5707295.500000 Penalty: 12410.500977
	Iteration 9Q: 3 clusters Score -5707296 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -5707692.000000 Penalty: 12410.500977
	Iteration 10Q: 3 clusters Score -5707692 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -5708065.500000 Penalty: 12410.500977
	Iteration 11Q: 3 clusters Score -5708066 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -5708531.500000 Penalty: 12410.500977
	Iteration 12Q: 3 clusters Score -5708532 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -5709078.000000 Penalty: 12410.500977
	Iteration 13Q: 3 clusters Score -5709078 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -5709714.000000 Penalty: 12410.500977
	Iteration 14Q: 3 clusters Score -5709714 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -5710332.000000 Penalty: 12410.500977
	Iteration 15Q: 3 clusters Score -5710332 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -5710829.000000 Penalty: 12410.500977
	Iteration 16Q: 3 clusters Score -5710829 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -5711323.500000 Penalty: 12410.500977
	Iteration 17Q: 3 clusters Score -5711324 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -5711695.000000 Penalty: 12410.500977
	Iteration 18Q: 3 clusters Score -5711695 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -5711960.500000 Penalty: 12410.500977
	Iteration 19Q: 3 clusters Score -5711960 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -5712216.500000 Penalty: 12410.500977
	Iteration 20F: 3 clusters Score -5712216 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -5712466.000000 Penalty: 12410.500977
	Iteration 21Q: 3 clusters Score -5712466 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -5712623.500000 Penalty: 12410.500977
	Iteration 22Q: 3 clusters Score -5712624 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -5712740.000000 Penalty: 12410.500977
	Iteration 23Q: 3 clusters Score -5712740 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -5712819.000000 Penalty: 12410.500977
	Iteration 24Q: 3 clusters Score -5712819 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -5712894.500000 Penalty: 12410.500977
	Iteration 25Q: 3 clusters Score -5712894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -5712948.500000 Penalty: 12410.500977
	Iteration 26Q: 3 clusters Score -5712948 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -5712988.000000 Penalty: 12410.500977
	Iteration 27Q: 3 clusters Score -5712988 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -5713026.000000 Penalty: 12410.500977
	Iteration 28Q: 3 clusters Score -5713026 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -5713056.000000 Penalty: 12410.500977
	Iteration 29Q: 3 clusters Score -5713056 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -5713093.000000 Penalty: 12410.500977
	Iteration 30Q: 3 clusters Score -5713093 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -5713142.500000 Penalty: 12410.500977
	Iteration 31Q: 3 clusters Score -5713142 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -5713170.500000 Penalty: 12410.500977
	Iteration 32Q: 3 clusters Score -5713170 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -5713201.000000 Penalty: 12410.500977
	Iteration 33Q: 3 clusters Score -5713201 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -5713215.500000 Penalty: 12410.500977
	Iteration 34Q: 3 clusters Score -5713216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -5713249.000000 Penalty: 12410.500977
	Iteration 35Q: 3 clusters Score -5713249 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -5713293.000000 Penalty: 12410.500977
	Iteration 36Q: 3 clusters Score -5713293 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -5713305.000000 Penalty: 12410.500977
	Iteration 37Q: 3 clusters Score -5713305 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -5713327.500000 Penalty: 12410.500977
	Iteration 38Q: 3 clusters Score -5713328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -5713337.500000 Penalty: 12410.500977
	Iteration 39Q: 3 clusters Score -5713338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -5713361.000000 Penalty: 12410.500977
	Iteration 40F: 3 clusters Score -5713361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -5713371.000000 Penalty: 12410.500977
	Iteration 41Q: 3 clusters Score -5713371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -5713395.000000 Penalty: 12410.500977
	Iteration 42Q: 3 clusters Score -5713395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -5713392.500000 Penalty: 12410.500977
	Iteration 43Q: 3 clusters Score -5713392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -5713416.000000 Penalty: 12410.500977
	Iteration 44Q: 3 clusters Score -5713416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -5713419.500000 Penalty: 12410.500977
	Iteration 45Q: 3 clusters Score -5713420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -5713425.500000 Penalty: 12410.500977
	Iteration 46Q: 3 clusters Score -5713426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -5713421.000000 Penalty: 12410.500977
	Iteration 47Q: 3 clusters Score -5713421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -5713435.500000 Penalty: 12410.500977
	Iteration 48Q: 3 clusters Score -5713436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -5713436.000000 Penalty: 12410.500977
	Iteration 49Q: 3 clusters Score -5713436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -5713431.000000 Penalty: 12410.500977
	Iteration 50Q: 3 clusters Score -5713431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -5713430.000000 Penalty: 12410.500977
	Iteration 51Q: 3 clusters Score -5713430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -5713431.000000 Penalty: 12410.500977
	Iteration 52Q: 3 clusters Score -5713431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -5713423.500000 Penalty: 12410.500977
	Iteration 53Q: 3 clusters Score -5713424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -5713429.500000 Penalty: 12410.500977
	Iteration 54Q: 3 clusters Score -5713430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -5713440.500000 Penalty: 12410.500977
	Iteration 55Q: 3 clusters Score -5713440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -5713439.500000 Penalty: 12410.500977
	Iteration 56Q: 3 clusters Score -5713440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -5713438.500000 Penalty: 12410.500977
	Iteration 57Q: 3 clusters Score -5713438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -5713444.500000 Penalty: 12410.500977
	Iteration 58Q: 3 clusters Score -5713444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -5713447.000000 Penalty: 12410.500977
	Iteration 59Q: 3 clusters Score -5713447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -5713459.500000 Penalty: 12410.500977
	Iteration 60F: 3 clusters Score -5713460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -5713456.000000 Penalty: 12410.500977
	Iteration 61Q: 3 clusters Score -5713456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -5713456.500000 Penalty: 12410.500977
	Iteration 62Q: 3 clusters Score -5713456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -5713454.000000 Penalty: 12410.500977
	Iteration 63Q: 3 clusters Score -5713454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -5713461.000000 Penalty: 12410.500977
	Iteration 64Q: 3 clusters Score -5713461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -5713465.000000 Penalty: 12410.500977
	Iteration 65Q: 3 clusters Score -5713465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -5713461.000000 Penalty: 12410.500977
	Iteration 66Q: 3 clusters Score -5713461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -5713463.500000 Penalty: 12410.500977
	Iteration 67Q: 3 clusters Score -5713464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -5713462.500000 Penalty: 12410.500977
	Iteration 68Q: 3 clusters Score -5713462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -5713462.500000 Penalty: 12410.500977
	Iteration 69Q: 3 clusters Score -5713462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -5713465.500000 Penalty: 12410.500977
	Iteration 70Q: 3 clusters Score -5713466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -5713466.500000 Penalty: 12410.500977
	Iteration 71Q: 3 clusters Score -5713466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -5713467.000000 Penalty: 12410.500977
	Iteration 72Q: 3 clusters Score -5713467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -5713478.500000 Penalty: 12410.500977
	Iteration 73Q: 3 clusters Score -5713478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -5713471.500000 Penalty: 12410.500977
	Iteration 74Q: 3 clusters Score -5713472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -5713489.000000 Penalty: 12410.500977
	Iteration 75Q: 3 clusters Score -5713489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -5713496.000000 Penalty: 12410.500977
	Iteration 76Q: 3 clusters Score -5713496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -5713494.500000 Penalty: 12410.500977
	Iteration 77Q: 3 clusters Score -5713494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -5713504.500000 Penalty: 12410.500977
	Iteration 78Q: 3 clusters Score -5713504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -5713501.000000 Penalty: 12410.500977
	Iteration 79Q: 3 clusters Score -5713501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -5713503.500000 Penalty: 12410.500977
	Iteration 80F: 3 clusters Score -5713504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -5713505.000000 Penalty: 12410.500977
	Iteration 81Q: 3 clusters Score -5713505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -5713502.500000 Penalty: 12410.500977
	Iteration 82Q: 3 clusters Score -5713502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -5713502.500000 Penalty: 12410.500977
	Iteration 83F: 3 clusters Score -5713502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -283789.375000 Penalty: 4453.066406
	Iteration 0F: 2 clusters Score -283789.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -279405.500000 Penalty: 8906.132812
	Iteration 0F: 3 clusters Score -279405.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -280260.250000 Penalty: 8906.132812
	Iteration 1F: 3 clusters Score -280260.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -281065.406250 Penalty: 8906.132812
	Iteration 2F: 3 clusters Score -281065.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -281954.343750 Penalty: 8906.132812
	Iteration 3F: 3 clusters Score -281954.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -283208.843750 Penalty: 8906.132812
	Iteration 4F: 3 clusters Score -283208.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -284977.093750 Penalty: 8906.132812
	Iteration 5F: 3 clusters Score -284977.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -287289.093750 Penalty: 8906.132812
	Iteration 6F: 3 clusters Score -287289.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -288152.468750 Penalty: 8906.132812
	Iteration 7F: 3 clusters Score -288152.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -288786.468750 Penalty: 8906.132812
	Iteration 8F: 3 clusters Score -288786.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -289254.187500 Penalty: 8906.132812
	Iteration 9Q: 3 clusters Score -289254.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -289575.125000 Penalty: 8906.132812
	Iteration 10Q: 3 clusters Score -289575.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -290049.250000 Penalty: 8906.132812
	Iteration 11Q: 3 clusters Score -290049.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -290049.250000 Penalty: 8906.132812
	Iteration 12F: 3 clusters Score -290049.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3652 members 
Mstep: Class 3 contains 13125 members 
Mstep: Class 4 contains 127815 members 
Mstep: Class 5 contains 170629 members 
Mstep: Class 6 contains 9998 members 
Mstep: Class 7 contains 11071 members 
Mstep: Class 8 contains 13417 members 
Mstep: Class 9 contains 27632 members 
Mstep: Class 10 contains 50396 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30516 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19646 members 
Mstep: Class 16 contains 643 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 36637 members 
Mstep: Class 20 contains 25110 members 
Mstep: Class 21 contains 331 members 
Mstep: Class 22 contains 25977 members 
Mstep: Class 23 contains 23391 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 1106 members 
Entering Unmasked Estep 
Score: -138274432.000000 Penalty: 204141.406250
Splitting cluster 21 changes total score from -138267392.000000 to -138274432.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 22 (25977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Entering Unmasked Estep 
Score: -5862356.500000 Penalty: 6226.041992
	Iteration 0F: 2 clusters Score -5862356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -5842102.500000 Penalty: 12452.083984
	Iteration 0F: 3 clusters Score -5842102 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -5848485.500000 Penalty: 12452.083984
	Iteration 1F: 3 clusters Score -5848486 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -5850124.000000 Penalty: 12452.083984
	Iteration 2F: 3 clusters Score -5850124 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -5852040.500000 Penalty: 12452.083984
	Iteration 3F: 3 clusters Score -5852040 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -5854227.500000 Penalty: 12452.083984
	Iteration 4F: 3 clusters Score -5854228 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -5856415.000000 Penalty: 12452.083984
	Iteration 5F: 3 clusters Score -5856415 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -5858348.000000 Penalty: 12452.083984
	Iteration 6F: 3 clusters Score -5858348 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -5859806.500000 Penalty: 12452.083984
	Iteration 7F: 3 clusters Score -5859806 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -5860759.000000 Penalty: 12452.083984
	Iteration 8Q: 3 clusters Score -5860759 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -5861255.000000 Penalty: 12452.083984
	Iteration 9Q: 3 clusters Score -5861255 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -5861581.500000 Penalty: 12452.083984
	Iteration 10Q: 3 clusters Score -5861582 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -5861760.500000 Penalty: 12452.083984
	Iteration 11Q: 3 clusters Score -5861760 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -5861863.500000 Penalty: 12452.083984
	Iteration 12Q: 3 clusters Score -5861864 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -5861958.000000 Penalty: 12452.083984
	Iteration 13Q: 3 clusters Score -5861958 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -5862039.000000 Penalty: 12452.083984
	Iteration 14Q: 3 clusters Score -5862039 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -5862119.000000 Penalty: 12452.083984
	Iteration 15Q: 3 clusters Score -5862119 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -5862163.000000 Penalty: 12452.083984
	Iteration 16Q: 3 clusters Score -5862163 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -5862199.500000 Penalty: 12452.083984
	Iteration 17Q: 3 clusters Score -5862200 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -5862251.000000 Penalty: 12452.083984
	Iteration 18Q: 3 clusters Score -5862251 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -5862281.000000 Penalty: 12452.083984
	Iteration 19Q: 3 clusters Score -5862281 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -5862289.000000 Penalty: 12452.083984
	Iteration 20F: 3 clusters Score -5862289 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -5862280.500000 Penalty: 12452.083984
	Iteration 21Q: 3 clusters Score -5862280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -5862294.000000 Penalty: 12452.083984
	Iteration 22Q: 3 clusters Score -5862294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -5862310.500000 Penalty: 12452.083984
	Iteration 23Q: 3 clusters Score -5862310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -5862320.500000 Penalty: 12452.083984
	Iteration 24Q: 3 clusters Score -5862320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -5862322.500000 Penalty: 12452.083984
	Iteration 25Q: 3 clusters Score -5862322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -5862339.000000 Penalty: 12452.083984
	Iteration 26Q: 3 clusters Score -5862339 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -5862329.000000 Penalty: 12452.083984
	Iteration 27Q: 3 clusters Score -5862329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -5862339.500000 Penalty: 12452.083984
	Iteration 28Q: 3 clusters Score -5862340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -5862336.500000 Penalty: 12452.083984
	Iteration 29Q: 3 clusters Score -5862336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -5862329.000000 Penalty: 12452.083984
	Iteration 30Q: 3 clusters Score -5862329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -5862343.500000 Penalty: 12452.083984
	Iteration 31Q: 3 clusters Score -5862344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -5862357.000000 Penalty: 12452.083984
	Iteration 32Q: 3 clusters Score -5862357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -5862370.500000 Penalty: 12452.083984
	Iteration 33Q: 3 clusters Score -5862370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -5862365.000000 Penalty: 12452.083984
	Iteration 34Q: 3 clusters Score -5862365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -5862381.500000 Penalty: 12452.083984
	Iteration 35Q: 3 clusters Score -5862382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -5862397.000000 Penalty: 12452.083984
	Iteration 36Q: 3 clusters Score -5862397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -5862395.500000 Penalty: 12452.083984
	Iteration 37Q: 3 clusters Score -5862396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -5862387.500000 Penalty: 12452.083984
	Iteration 38Q: 3 clusters Score -5862388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -5862400.500000 Penalty: 12452.083984
	Iteration 39Q: 3 clusters Score -5862400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -5862398.000000 Penalty: 12452.083984
	Iteration 40F: 3 clusters Score -5862398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -5862412.000000 Penalty: 12452.083984
	Iteration 41Q: 3 clusters Score -5862412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -5862404.000000 Penalty: 12452.083984
	Iteration 42Q: 3 clusters Score -5862404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -5862417.500000 Penalty: 12452.083984
	Iteration 43Q: 3 clusters Score -5862418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -5862407.000000 Penalty: 12452.083984
	Iteration 44Q: 3 clusters Score -5862407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -5862416.500000 Penalty: 12452.083984
	Iteration 45Q: 3 clusters Score -5862416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -5862421.000000 Penalty: 12452.083984
	Iteration 46Q: 3 clusters Score -5862421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -5862436.000000 Penalty: 12452.083984
	Iteration 47Q: 3 clusters Score -5862436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -5862429.000000 Penalty: 12452.083984
	Iteration 48Q: 3 clusters Score -5862429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -5862425.000000 Penalty: 12452.083984
	Iteration 49Q: 3 clusters Score -5862425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -5862424.000000 Penalty: 12452.083984
	Iteration 50Q: 3 clusters Score -5862424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -5862425.000000 Penalty: 12452.083984
	Iteration 51Q: 3 clusters Score -5862425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -5862427.000000 Penalty: 12452.083984
	Iteration 52Q: 3 clusters Score -5862427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -5862429.000000 Penalty: 12452.083984
	Iteration 53Q: 3 clusters Score -5862429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -5862429.000000 Penalty: 12452.083984
	Iteration 54Q: 3 clusters Score -5862429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -5862426.000000 Penalty: 12452.083984
	Iteration 55Q: 3 clusters Score -5862426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -5862431.500000 Penalty: 12452.083984
	Iteration 56Q: 3 clusters Score -5862432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -5862428.500000 Penalty: 12452.083984
	Iteration 57Q: 3 clusters Score -5862428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -5862437.500000 Penalty: 12452.083984
	Iteration 58Q: 3 clusters Score -5862438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -5862428.000000 Penalty: 12452.083984
	Iteration 59Q: 3 clusters Score -5862428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -5862427.500000 Penalty: 12452.083984
	Iteration 60F: 3 clusters Score -5862428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -5862430.000000 Penalty: 12452.083984
	Iteration 61Q: 3 clusters Score -5862430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -5862434.500000 Penalty: 12452.083984
	Iteration 62Q: 3 clusters Score -5862434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -5862437.000000 Penalty: 12452.083984
	Iteration 63Q: 3 clusters Score -5862437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -5862433.000000 Penalty: 12452.083984
	Iteration 64Q: 3 clusters Score -5862433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -5862441.500000 Penalty: 12452.083984
	Iteration 65Q: 3 clusters Score -5862442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -5862443.500000 Penalty: 12452.083984
	Iteration 66Q: 3 clusters Score -5862444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -5862440.000000 Penalty: 12452.083984
	Iteration 67Q: 3 clusters Score -5862440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -5862441.000000 Penalty: 12452.083984
	Iteration 68Q: 3 clusters Score -5862441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -5862444.000000 Penalty: 12452.083984
	Iteration 69Q: 3 clusters Score -5862444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -5862445.500000 Penalty: 12452.083984
	Iteration 70Q: 3 clusters Score -5862446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -5862445.500000 Penalty: 12452.083984
	Iteration 71F: 3 clusters Score -5862446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3652 members 
Mstep: Class 3 contains 13125 members 
Mstep: Class 4 contains 127815 members 
Mstep: Class 5 contains 170629 members 
Mstep: Class 6 contains 9998 members 
Mstep: Class 7 contains 11071 members 
Mstep: Class 8 contains 13417 members 
Mstep: Class 9 contains 27632 members 
Mstep: Class 10 contains 50396 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30516 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19646 members 
Mstep: Class 16 contains 643 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 36637 members 
Mstep: Class 20 contains 25110 members 
Mstep: Class 21 contains 331 members 
Mstep: Class 22 contains 10442 members 
Mstep: Class 23 contains 23391 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 1106 members 
Mstep: Class 26 contains 15535 members 
Entering Unmasked Estep 
Score: -138272624.000000 Penalty: 212307.062500
Splitting cluster 22 changes total score from -138267392.000000 to -138272624.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3652 members 
Mstep: Class 3 contains 13125 members 
Mstep: Class 4 contains 127815 members 
Mstep: Class 5 contains 170629 members 
Mstep: Class 6 contains 9998 members 
Mstep: Class 7 contains 11071 members 
Mstep: Class 8 contains 13417 members 
Mstep: Class 9 contains 27632 members 
Mstep: Class 10 contains 50396 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30516 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19646 members 
Mstep: Class 16 contains 643 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 36637 members 
Mstep: Class 20 contains 25110 members 
Mstep: Class 21 contains 331 members 
Mstep: Class 22 contains 10442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138280560.000000 Penalty: 212307.062500
Iteration 79Q: 27 clusters Score -1.382806e+08 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3652 members 
Mstep: Class 3 contains 13161 members 
Mstep: Class 4 contains 128087 members 
Mstep: Class 5 contains 170647 members 
Mstep: Class 6 contains 10177 members 
Mstep: Class 7 contains 11079 members 
Mstep: Class 8 contains 13531 members 
Mstep: Class 9 contains 27640 members 
Mstep: Class 10 contains 50395 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 7837 members 
Mstep: Class 13 contains 30516 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 19766 members 
Mstep: Class 16 contains 643 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 6037 members 
Mstep: Class 19 contains 36638 members 
Mstep: Class 20 contains 25199 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 10556 members 
Mstep: Class 23 contains 23055 members 
Mstep: Class 24 contains 394 members 
Mstep: Class 25 contains 1106 members 
Mstep: Class 26 contains 14927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138285456.000000 Penalty: 212307.062500
Iteration 80F: 27 clusters Score -1.382855e+08 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3649 members 
Mstep: Class 3 contains 13189 members 
Mstep: Class 4 contains 128003 members 
Mstep: Class 5 contains 170581 members 
Mstep: Class 6 contains 9931 members 
Mstep: Class 7 contains 11082 members 
Mstep: Class 8 contains 13295 members 
Mstep: Class 9 contains 27645 members 
Mstep: Class 10 contains 50395 members 
Mstep: Class 11 contains 336 members 
Mstep: Class 12 contains 7835 members 
Mstep: Class 13 contains 30515 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19738 members 
Mstep: Class 16 contains 656 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5992 members 
Mstep: Class 19 contains 36637 members 
Mstep: Class 20 contains 24557 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 10635 members 
Mstep: Class 23 contains 24270 members 
Mstep: Class 24 contains 387 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286800.000000 Penalty: 212307.062500
Iteration 81Q: 27 clusters Score -1.382868e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3642 members 
Mstep: Class 3 contains 13248 members 
Mstep: Class 4 contains 127911 members 
Mstep: Class 5 contains 170518 members 
Mstep: Class 6 contains 9766 members 
Mstep: Class 7 contains 11084 members 
Mstep: Class 8 contains 13155 members 
Mstep: Class 9 contains 27647 members 
Mstep: Class 10 contains 50395 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30516 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19730 members 
Mstep: Class 16 contains 662 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5983 members 
Mstep: Class 19 contains 36648 members 
Mstep: Class 20 contains 24094 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 10736 members 
Mstep: Class 23 contains 25091 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287296.000000 Penalty: 212307.062500
Iteration 82Q: 27 clusters Score -1.382873e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 3642 members 
Mstep: Class 3 contains 13290 members 
Mstep: Class 4 contains 127847 members 
Mstep: Class 5 contains 170475 members 
Mstep: Class 6 contains 9660 members 
Mstep: Class 7 contains 11086 members 
Mstep: Class 8 contains 13057 members 
Mstep: Class 9 contains 27647 members 
Mstep: Class 10 contains 50393 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19743 members 
Mstep: Class 16 contains 665 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5976 members 
Mstep: Class 19 contains 36655 members 
Mstep: Class 20 contains 23669 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 10812 members 
Mstep: Class 23 contains 25777 members 
Mstep: Class 24 contains 380 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287344.000000 Penalty: 212307.062500
Iteration 83Q: 27 clusters Score -1.382873e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3640 members 
Mstep: Class 3 contains 13313 members 
Mstep: Class 4 contains 127793 members 
Mstep: Class 5 contains 170453 members 
Mstep: Class 6 contains 9558 members 
Mstep: Class 7 contains 11086 members 
Mstep: Class 8 contains 12986 members 
Mstep: Class 9 contains 27650 members 
Mstep: Class 10 contains 50393 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 30514 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19755 members 
Mstep: Class 16 contains 666 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5965 members 
Mstep: Class 19 contains 36656 members 
Mstep: Class 20 contains 23302 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 26386 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287872.000000 Penalty: 212307.062500
Iteration 84Q: 27 clusters Score -1.382879e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 127735 members 
Mstep: Class 5 contains 170437 members 
Mstep: Class 6 contains 9481 members 
Mstep: Class 7 contains 11087 members 
Mstep: Class 8 contains 12927 members 
Mstep: Class 9 contains 27653 members 
Mstep: Class 10 contains 50393 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 12 contains 7833 members 
Mstep: Class 13 contains 30515 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19777 members 
Mstep: Class 16 contains 666 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5950 members 
Mstep: Class 19 contains 36660 members 
Mstep: Class 20 contains 22936 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 10968 members 
Mstep: Class 23 contains 26926 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288128.000000 Penalty: 212307.062500
Iteration 85Q: 27 clusters Score -1.382881e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3631 members 
Mstep: Class 3 contains 13337 members 
Mstep: Class 4 contains 127676 members 
Mstep: Class 5 contains 170420 members 
Mstep: Class 6 contains 9407 members 
Mstep: Class 7 contains 11087 members 
Mstep: Class 8 contains 12873 members 
Mstep: Class 9 contains 27656 members 
Mstep: Class 10 contains 50393 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 7832 members 
Mstep: Class 13 contains 30517 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19793 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5941 members 
Mstep: Class 19 contains 36664 members 
Mstep: Class 20 contains 22542 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11054 members 
Mstep: Class 23 contains 27480 members 
Mstep: Class 24 contains 378 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288464.000000 Penalty: 212307.062500
Iteration 86Q: 27 clusters Score -1.382885e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 13345 members 
Mstep: Class 4 contains 127638 members 
Mstep: Class 5 contains 170401 members 
Mstep: Class 6 contains 9340 members 
Mstep: Class 7 contains 11089 members 
Mstep: Class 8 contains 12829 members 
Mstep: Class 9 contains 27654 members 
Mstep: Class 10 contains 50393 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 7832 members 
Mstep: Class 13 contains 30518 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19816 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5940 members 
Mstep: Class 19 contains 36668 members 
Mstep: Class 20 contains 22149 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11120 members 
Mstep: Class 23 contains 27994 members 
Mstep: Class 24 contains 378 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288464.000000 Penalty: 212307.062500
Iteration 87Q: 27 clusters Score -1.382885e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3623 members 
Mstep: Class 3 contains 13357 members 
Mstep: Class 4 contains 127595 members 
Mstep: Class 5 contains 170389 members 
Mstep: Class 6 contains 9304 members 
Mstep: Class 7 contains 11091 members 
Mstep: Class 8 contains 12798 members 
Mstep: Class 9 contains 27655 members 
Mstep: Class 10 contains 50393 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 7830 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19833 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5937 members 
Mstep: Class 19 contains 36671 members 
Mstep: Class 20 contains 21750 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11179 members 
Mstep: Class 23 contains 28483 members 
Mstep: Class 24 contains 378 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288704.000000 Penalty: 212307.062500
Iteration 88Q: 27 clusters Score -1.382887e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3619 members 
Mstep: Class 3 contains 13360 members 
Mstep: Class 4 contains 127557 members 
Mstep: Class 5 contains 170370 members 
Mstep: Class 6 contains 9296 members 
Mstep: Class 7 contains 11093 members 
Mstep: Class 8 contains 12758 members 
Mstep: Class 9 contains 27657 members 
Mstep: Class 10 contains 50393 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 7829 members 
Mstep: Class 13 contains 30521 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19844 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5935 members 
Mstep: Class 19 contains 36675 members 
Mstep: Class 20 contains 21348 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11235 members 
Mstep: Class 23 contains 28954 members 
Mstep: Class 24 contains 378 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138288816.000000 Penalty: 212307.062500
Iteration 89Q: 27 clusters Score -1.382888e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3614 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 127522 members 
Mstep: Class 5 contains 170360 members 
Mstep: Class 6 contains 9305 members 
Mstep: Class 7 contains 11093 members 
Mstep: Class 8 contains 12722 members 
Mstep: Class 9 contains 27666 members 
Mstep: Class 10 contains 50391 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 7830 members 
Mstep: Class 13 contains 30521 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19852 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5930 members 
Mstep: Class 19 contains 36676 members 
Mstep: Class 20 contains 20943 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11287 members 
Mstep: Class 23 contains 29398 members 
Mstep: Class 24 contains 378 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138289216.000000 Penalty: 212307.062500
Iteration 90Q: 27 clusters Score -1.382892e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3605 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 127505 members 
Mstep: Class 5 contains 170351 members 
Mstep: Class 6 contains 9314 members 
Mstep: Class 7 contains 11093 members 
Mstep: Class 8 contains 12684 members 
Mstep: Class 9 contains 27670 members 
Mstep: Class 10 contains 50391 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 7828 members 
Mstep: Class 13 contains 30521 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19845 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5931 members 
Mstep: Class 19 contains 36682 members 
Mstep: Class 20 contains 20581 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11317 members 
Mstep: Class 23 contains 29817 members 
Mstep: Class 24 contains 378 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138289472.000000 Penalty: 212307.062500
Iteration 91Q: 27 clusters Score -1.382895e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3593 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 127479 members 
Mstep: Class 5 contains 170347 members 
Mstep: Class 6 contains 9316 members 
Mstep: Class 7 contains 11094 members 
Mstep: Class 8 contains 12660 members 
Mstep: Class 9 contains 27673 members 
Mstep: Class 10 contains 50391 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30521 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19845 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5928 members 
Mstep: Class 19 contains 36689 members 
Mstep: Class 20 contains 20177 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11344 members 
Mstep: Class 23 contains 30273 members 
Mstep: Class 24 contains 378 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138289776.000000 Penalty: 212307.062500
Iteration 92Q: 27 clusters Score -1.382898e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 3583 members 
Mstep: Class 3 contains 13365 members 
Mstep: Class 4 contains 127462 members 
Mstep: Class 5 contains 170341 members 
Mstep: Class 6 contains 9329 members 
Mstep: Class 7 contains 11096 members 
Mstep: Class 8 contains 12636 members 
Mstep: Class 9 contains 27674 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19841 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5929 members 
Mstep: Class 19 contains 36691 members 
Mstep: Class 20 contains 19764 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11379 members 
Mstep: Class 23 contains 30733 members 
Mstep: Class 24 contains 378 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138289952.000000 Penalty: 212307.062500
Iteration 93Q: 27 clusters Score -1.3829e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3574 members 
Mstep: Class 3 contains 13368 members 
Mstep: Class 4 contains 127427 members 
Mstep: Class 5 contains 170334 members 
Mstep: Class 6 contains 9335 members 
Mstep: Class 7 contains 11101 members 
Mstep: Class 8 contains 12625 members 
Mstep: Class 9 contains 27682 members 
Mstep: Class 10 contains 50389 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5927 members 
Mstep: Class 19 contains 36694 members 
Mstep: Class 20 contains 19390 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11403 members 
Mstep: Class 23 contains 31141 members 
Mstep: Class 24 contains 378 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290144.000000 Penalty: 212307.062500
Iteration 94Q: 27 clusters Score -1.382901e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 3569 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 127398 members 
Mstep: Class 5 contains 170326 members 
Mstep: Class 6 contains 9339 members 
Mstep: Class 7 contains 11104 members 
Mstep: Class 8 contains 12627 members 
Mstep: Class 9 contains 27690 members 
Mstep: Class 10 contains 50388 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30518 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19844 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5928 members 
Mstep: Class 19 contains 36696 members 
Mstep: Class 20 contains 19071 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11435 members 
Mstep: Class 23 contains 31475 members 
Mstep: Class 24 contains 378 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290224.000000 Penalty: 212307.062500
Iteration 95Q: 27 clusters Score -1.382902e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 3561 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 127362 members 
Mstep: Class 5 contains 170316 members 
Mstep: Class 6 contains 9367 members 
Mstep: Class 7 contains 11105 members 
Mstep: Class 8 contains 12634 members 
Mstep: Class 9 contains 27692 members 
Mstep: Class 10 contains 50387 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 7826 members 
Mstep: Class 13 contains 30518 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5926 members 
Mstep: Class 19 contains 36700 members 
Mstep: Class 20 contains 18799 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11446 members 
Mstep: Class 23 contains 31756 members 
Mstep: Class 24 contains 378 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290144.000000 Penalty: 212307.062500
Iteration 96Q: 27 clusters Score -1.382901e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 3553 members 
Mstep: Class 3 contains 13370 members 
Mstep: Class 4 contains 127341 members 
Mstep: Class 5 contains 170307 members 
Mstep: Class 6 contains 9397 members 
Mstep: Class 7 contains 11106 members 
Mstep: Class 8 contains 12634 members 
Mstep: Class 9 contains 27693 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 7826 members 
Mstep: Class 13 contains 30517 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19846 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5927 members 
Mstep: Class 19 contains 36702 members 
Mstep: Class 20 contains 18577 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11456 members 
Mstep: Class 23 contains 31986 members 
Mstep: Class 24 contains 378 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290176.000000 Penalty: 212307.062500
Iteration 97Q: 27 clusters Score -1.382902e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3547 members 
Mstep: Class 3 contains 13365 members 
Mstep: Class 4 contains 127331 members 
Mstep: Class 5 contains 170296 members 
Mstep: Class 6 contains 9424 members 
Mstep: Class 7 contains 11108 members 
Mstep: Class 8 contains 12628 members 
Mstep: Class 9 contains 27690 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 7826 members 
Mstep: Class 13 contains 30516 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19847 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5925 members 
Mstep: Class 19 contains 36706 members 
Mstep: Class 20 contains 18418 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11459 members 
Mstep: Class 23 contains 32174 members 
Mstep: Class 24 contains 378 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290352.000000 Penalty: 212307.062500
Iteration 98Q: 27 clusters Score -1.382904e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3545 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 127317 members 
Mstep: Class 5 contains 170293 members 
Mstep: Class 6 contains 9436 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12608 members 
Mstep: Class 9 contains 27690 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 7826 members 
Mstep: Class 13 contains 30516 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19845 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5928 members 
Mstep: Class 19 contains 36707 members 
Mstep: Class 20 contains 18315 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11467 members 
Mstep: Class 23 contains 32310 members 
Mstep: Class 24 contains 378 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290352.000000 Penalty: 212307.062500
Iteration 99Q: 27 clusters Score -1.382904e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3543 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 127299 members 
Mstep: Class 5 contains 170282 members 
Mstep: Class 6 contains 9451 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12595 members 
Mstep: Class 9 contains 27692 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 7826 members 
Mstep: Class 13 contains 30518 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 19845 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5927 members 
Mstep: Class 19 contains 36710 members 
Mstep: Class 20 contains 18239 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11488 members 
Mstep: Class 23 contains 32401 members 
Mstep: Class 24 contains 378 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290368.000000 Penalty: 212307.062500
Iteration 100F: 27 clusters Score -1.382904e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127278 members 
Mstep: Class 5 contains 170273 members 
Mstep: Class 6 contains 9460 members 
Mstep: Class 7 contains 11113 members 
Mstep: Class 8 contains 12589 members 
Mstep: Class 9 contains 27693 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19851 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5930 members 
Mstep: Class 19 contains 36711 members 
Mstep: Class 20 contains 18165 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11508 members 
Mstep: Class 23 contains 32482 members 
Mstep: Class 24 contains 378 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290464.000000 Penalty: 212307.062500
Iteration 101Q: 27 clusters Score -1.382905e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 13359 members 
Mstep: Class 4 contains 127252 members 
Mstep: Class 5 contains 170272 members 
Mstep: Class 6 contains 9480 members 
Mstep: Class 7 contains 11114 members 
Mstep: Class 8 contains 12588 members 
Mstep: Class 9 contains 27693 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19848 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5929 members 
Mstep: Class 19 contains 36713 members 
Mstep: Class 20 contains 18113 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11522 members 
Mstep: Class 23 contains 32543 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290464.000000 Penalty: 212307.062500
Iteration 102Q: 27 clusters Score -1.382905e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 13358 members 
Mstep: Class 4 contains 127234 members 
Mstep: Class 5 contains 170279 members 
Mstep: Class 6 contains 9484 members 
Mstep: Class 7 contains 11115 members 
Mstep: Class 8 contains 12585 members 
Mstep: Class 9 contains 27697 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30518 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5929 members 
Mstep: Class 19 contains 36710 members 
Mstep: Class 20 contains 18085 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11538 members 
Mstep: Class 23 contains 32577 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290640.000000 Penalty: 212307.062500
Iteration 103Q: 27 clusters Score -1.382906e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3535 members 
Mstep: Class 3 contains 13358 members 
Mstep: Class 4 contains 127215 members 
Mstep: Class 5 contains 170280 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 11114 members 
Mstep: Class 8 contains 12579 members 
Mstep: Class 9 contains 27703 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5927 members 
Mstep: Class 19 contains 36712 members 
Mstep: Class 20 contains 18067 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11547 members 
Mstep: Class 23 contains 32601 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290704.000000 Penalty: 212307.062500
Iteration 104Q: 27 clusters Score -1.382907e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3534 members 
Mstep: Class 3 contains 13358 members 
Mstep: Class 4 contains 127204 members 
Mstep: Class 5 contains 170281 members 
Mstep: Class 6 contains 9515 members 
Mstep: Class 7 contains 11115 members 
Mstep: Class 8 contains 12573 members 
Mstep: Class 9 contains 27707 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7826 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19855 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5928 members 
Mstep: Class 19 contains 36713 members 
Mstep: Class 20 contains 18048 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11549 members 
Mstep: Class 23 contains 32625 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290432.000000 Penalty: 212307.062500
Iteration 105Q: 27 clusters Score -1.382904e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3533 members 
Mstep: Class 3 contains 13358 members 
Mstep: Class 4 contains 127194 members 
Mstep: Class 5 contains 170279 members 
Mstep: Class 6 contains 9529 members 
Mstep: Class 7 contains 11115 members 
Mstep: Class 8 contains 12565 members 
Mstep: Class 9 contains 27707 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19855 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5927 members 
Mstep: Class 19 contains 36715 members 
Mstep: Class 20 contains 18030 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11557 members 
Mstep: Class 23 contains 32651 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290592.000000 Penalty: 212307.062500
Iteration 106Q: 27 clusters Score -1.382906e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 3 contains 13360 members 
Mstep: Class 4 contains 127187 members 
Mstep: Class 5 contains 170275 members 
Mstep: Class 6 contains 9538 members 
Mstep: Class 7 contains 11114 members 
Mstep: Class 8 contains 12562 members 
Mstep: Class 9 contains 27706 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19855 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5926 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 18019 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11559 members 
Mstep: Class 23 contains 32675 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290656.000000 Penalty: 212307.062500
Iteration 107Q: 27 clusters Score -1.382907e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 3 contains 13360 members 
Mstep: Class 4 contains 127180 members 
Mstep: Class 5 contains 170274 members 
Mstep: Class 6 contains 9548 members 
Mstep: Class 7 contains 11113 members 
Mstep: Class 8 contains 12558 members 
Mstep: Class 9 contains 27707 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19851 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5925 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 18013 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11562 members 
Mstep: Class 23 contains 32692 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290608.000000 Penalty: 212307.062500
Iteration 108Q: 27 clusters Score -1.382906e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 3 contains 13360 members 
Mstep: Class 4 contains 127173 members 
Mstep: Class 5 contains 170272 members 
Mstep: Class 6 contains 9562 members 
Mstep: Class 7 contains 11113 members 
Mstep: Class 8 contains 12556 members 
Mstep: Class 9 contains 27710 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19848 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5927 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 18001 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11565 members 
Mstep: Class 23 contains 32706 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290656.000000 Penalty: 212307.062500
Iteration 109Q: 27 clusters Score -1.382907e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3531 members 
Mstep: Class 3 contains 13360 members 
Mstep: Class 4 contains 127162 members 
Mstep: Class 5 contains 170272 members 
Mstep: Class 6 contains 9572 members 
Mstep: Class 7 contains 11113 members 
Mstep: Class 8 contains 12549 members 
Mstep: Class 9 contains 27711 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19848 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5927 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 17999 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11568 members 
Mstep: Class 23 contains 32723 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290720.000000 Penalty: 212307.062500
Iteration 110Q: 27 clusters Score -1.382907e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3530 members 
Mstep: Class 3 contains 13360 members 
Mstep: Class 4 contains 127162 members 
Mstep: Class 5 contains 170269 members 
Mstep: Class 6 contains 9577 members 
Mstep: Class 7 contains 11113 members 
Mstep: Class 8 contains 12547 members 
Mstep: Class 9 contains 27711 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19849 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5925 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 17996 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11571 members 
Mstep: Class 23 contains 32731 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290656.000000 Penalty: 212307.062500
Iteration 111Q: 27 clusters Score -1.382907e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3529 members 
Mstep: Class 3 contains 13360 members 
Mstep: Class 4 contains 127159 members 
Mstep: Class 5 contains 170270 members 
Mstep: Class 6 contains 9588 members 
Mstep: Class 7 contains 11113 members 
Mstep: Class 8 contains 12548 members 
Mstep: Class 9 contains 27711 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30518 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19848 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5923 members 
Mstep: Class 19 contains 36717 members 
Mstep: Class 20 contains 17992 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11573 members 
Mstep: Class 23 contains 32741 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290736.000000 Penalty: 212307.062500
Iteration 112Q: 27 clusters Score -1.382907e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3528 members 
Mstep: Class 3 contains 13360 members 
Mstep: Class 4 contains 127162 members 
Mstep: Class 5 contains 170268 members 
Mstep: Class 6 contains 9589 members 
Mstep: Class 7 contains 11113 members 
Mstep: Class 8 contains 12545 members 
Mstep: Class 9 contains 27712 members 
Mstep: Class 10 contains 50391 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19849 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5925 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 17989 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11574 members 
Mstep: Class 23 contains 32749 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290736.000000 Penalty: 212307.062500
Iteration 113Q: 27 clusters Score -1.382907e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127162 members 
Mstep: Class 5 contains 170268 members 
Mstep: Class 6 contains 9595 members 
Mstep: Class 7 contains 11113 members 
Mstep: Class 8 contains 12545 members 
Mstep: Class 9 contains 27712 members 
Mstep: Class 10 contains 50391 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5926 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 17988 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11576 members 
Mstep: Class 23 contains 32749 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290752.000000 Penalty: 212307.062500
Iteration 114Q: 27 clusters Score -1.382908e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127165 members 
Mstep: Class 5 contains 170268 members 
Mstep: Class 6 contains 9595 members 
Mstep: Class 7 contains 11113 members 
Mstep: Class 8 contains 12544 members 
Mstep: Class 9 contains 27712 members 
Mstep: Class 10 contains 50391 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19851 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5926 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 17987 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11577 members 
Mstep: Class 23 contains 32752 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290720.000000 Penalty: 212307.062500
Iteration 115Q: 27 clusters Score -1.382907e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3528 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127166 members 
Mstep: Class 5 contains 170267 members 
Mstep: Class 6 contains 9595 members 
Mstep: Class 7 contains 11113 members 
Mstep: Class 8 contains 12545 members 
Mstep: Class 9 contains 27713 members 
Mstep: Class 10 contains 50391 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5926 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 17986 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11576 members 
Mstep: Class 23 contains 32754 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290736.000000 Penalty: 212307.062500
Iteration 116Q: 27 clusters Score -1.382907e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127165 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 9597 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12546 members 
Mstep: Class 9 contains 27713 members 
Mstep: Class 10 contains 50391 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19849 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5925 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 17987 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 32758 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290768.000000 Penalty: 212307.062500
Iteration 117Q: 27 clusters Score -1.382908e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127163 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 9598 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12546 members 
Mstep: Class 9 contains 27713 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19849 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5924 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 17987 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11576 members 
Mstep: Class 23 contains 32763 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290704.000000 Penalty: 212307.062500
Iteration 118Q: 27 clusters Score -1.382907e+08 nChanged 15
Entering ConstructFrom: 
Score: -138290704.000000 Penalty: 212307.062500
Entering ConstructFrom: 
Trying to split cluster 1 (7910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Entering Unmasked Estep 
Score: -1734690.375000 Penalty: 5497.728516
	Iteration 0F: 2 clusters Score -1734690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1725758.125000 Penalty: 10995.457031
	Iteration 0F: 3 clusters Score -1725758 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1727477.750000 Penalty: 10995.457031
	Iteration 1F: 3 clusters Score -1727478 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1727901.375000 Penalty: 10995.457031
	Iteration 2F: 3 clusters Score -1727901 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1728129.875000 Penalty: 10995.457031
	Iteration 3Q: 3 clusters Score -1728130 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1728292.000000 Penalty: 10995.457031
	Iteration 4Q: 3 clusters Score -1728292 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1728415.500000 Penalty: 10995.457031
	Iteration 5Q: 3 clusters Score -1728416 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1728540.500000 Penalty: 10995.457031
	Iteration 6Q: 3 clusters Score -1728540 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1728677.250000 Penalty: 10995.457031
	Iteration 7Q: 3 clusters Score -1728677 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1728847.000000 Penalty: 10995.457031
	Iteration 8Q: 3 clusters Score -1728847 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1729050.125000 Penalty: 10995.457031
	Iteration 9Q: 3 clusters Score -1729050 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1729266.375000 Penalty: 10995.457031
	Iteration 10Q: 3 clusters Score -1729266 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1729507.750000 Penalty: 10995.457031
	Iteration 11Q: 3 clusters Score -1729508 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1729776.625000 Penalty: 10995.457031
	Iteration 12Q: 3 clusters Score -1729777 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1729997.375000 Penalty: 10995.457031
	Iteration 13Q: 3 clusters Score -1729997 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1730191.750000 Penalty: 10995.457031
	Iteration 14Q: 3 clusters Score -1730192 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1730340.250000 Penalty: 10995.457031
	Iteration 15Q: 3 clusters Score -1730340 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1730487.750000 Penalty: 10995.457031
	Iteration 16Q: 3 clusters Score -1730488 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1730603.875000 Penalty: 10995.457031
	Iteration 17Q: 3 clusters Score -1730604 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1730701.375000 Penalty: 10995.457031
	Iteration 18Q: 3 clusters Score -1730701 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1730790.000000 Penalty: 10995.457031
	Iteration 19Q: 3 clusters Score -1730790 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1730867.625000 Penalty: 10995.457031
	Iteration 20F: 3 clusters Score -1730868 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1730962.625000 Penalty: 10995.457031
	Iteration 21Q: 3 clusters Score -1730963 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1731030.750000 Penalty: 10995.457031
	Iteration 22Q: 3 clusters Score -1731031 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1731076.000000 Penalty: 10995.457031
	Iteration 23Q: 3 clusters Score -1731076 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1731108.625000 Penalty: 10995.457031
	Iteration 24Q: 3 clusters Score -1731109 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1731133.000000 Penalty: 10995.457031
	Iteration 25Q: 3 clusters Score -1731133 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1731152.375000 Penalty: 10995.457031
	Iteration 26Q: 3 clusters Score -1731152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1731169.875000 Penalty: 10995.457031
	Iteration 27Q: 3 clusters Score -1731170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1731184.000000 Penalty: 10995.457031
	Iteration 28Q: 3 clusters Score -1731184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1731190.875000 Penalty: 10995.457031
	Iteration 29Q: 3 clusters Score -1731191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1731198.000000 Penalty: 10995.457031
	Iteration 30Q: 3 clusters Score -1731198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1731206.875000 Penalty: 10995.457031
	Iteration 31Q: 3 clusters Score -1731207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1731208.625000 Penalty: 10995.457031
	Iteration 32Q: 3 clusters Score -1731209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1731213.750000 Penalty: 10995.457031
	Iteration 33Q: 3 clusters Score -1731214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1731218.000000 Penalty: 10995.457031
	Iteration 34Q: 3 clusters Score -1731218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1731220.625000 Penalty: 10995.457031
	Iteration 35Q: 3 clusters Score -1731221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1731223.375000 Penalty: 10995.457031
	Iteration 36Q: 3 clusters Score -1731223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1731225.750000 Penalty: 10995.457031
	Iteration 37Q: 3 clusters Score -1731226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1731235.000000 Penalty: 10995.457031
	Iteration 38Q: 3 clusters Score -1731235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1731240.750000 Penalty: 10995.457031
	Iteration 39Q: 3 clusters Score -1731241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1731245.500000 Penalty: 10995.457031
	Iteration 40F: 3 clusters Score -1731246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1731254.125000 Penalty: 10995.457031
	Iteration 41Q: 3 clusters Score -1731254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1731255.000000 Penalty: 10995.457031
	Iteration 42Q: 3 clusters Score -1731255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1731257.750000 Penalty: 10995.457031
	Iteration 43Q: 3 clusters Score -1731258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1731258.375000 Penalty: 10995.457031
	Iteration 44Q: 3 clusters Score -1731258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1731262.125000 Penalty: 10995.457031
	Iteration 45Q: 3 clusters Score -1731262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1731262.500000 Penalty: 10995.457031
	Iteration 46Q: 3 clusters Score -1731262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1731260.375000 Penalty: 10995.457031
	Iteration 47Q: 3 clusters Score -1731260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1731265.875000 Penalty: 10995.457031
	Iteration 48Q: 3 clusters Score -1731266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1731266.750000 Penalty: 10995.457031
	Iteration 49Q: 3 clusters Score -1731267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1731266.750000 Penalty: 10995.457031
	Iteration 50F: 3 clusters Score -1731267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Entering Unmasked Estep 
Score: -768064.687500 Penalty: 5003.024414
	Iteration 0F: 2 clusters Score -768064.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -761982.187500 Penalty: 10006.048828
	Iteration 0F: 3 clusters Score -761982.2 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -762962.750000 Penalty: 10006.048828
	Iteration 1F: 3 clusters Score -762962.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -763344.750000 Penalty: 10006.048828
	Iteration 2F: 3 clusters Score -763344.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -763750.312500 Penalty: 10006.048828
	Iteration 3F: 3 clusters Score -763750.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -764274.687500 Penalty: 10006.048828
	Iteration 4F: 3 clusters Score -764274.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -764839.312500 Penalty: 10006.048828
	Iteration 5F: 3 clusters Score -764839.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -765470.500000 Penalty: 10006.048828
	Iteration 6F: 3 clusters Score -765470.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -766087.937500 Penalty: 10006.048828
	Iteration 7F: 3 clusters Score -766087.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -766491.187500 Penalty: 10006.048828
	Iteration 8F: 3 clusters Score -766491.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -766750.750000 Penalty: 10006.048828
	Iteration 9Q: 3 clusters Score -766750.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -766962.125000 Penalty: 10006.048828
	Iteration 10Q: 3 clusters Score -766962.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -767102.500000 Penalty: 10006.048828
	Iteration 11Q: 3 clusters Score -767102.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -767216.687500 Penalty: 10006.048828
	Iteration 12Q: 3 clusters Score -767216.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -767305.062500 Penalty: 10006.048828
	Iteration 13Q: 3 clusters Score -767305.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -767369.625000 Penalty: 10006.048828
	Iteration 14Q: 3 clusters Score -767369.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -767416.625000 Penalty: 10006.048828
	Iteration 15Q: 3 clusters Score -767416.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -767468.500000 Penalty: 10006.048828
	Iteration 16Q: 3 clusters Score -767468.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -767497.875000 Penalty: 10006.048828
	Iteration 17Q: 3 clusters Score -767497.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -767510.500000 Penalty: 10006.048828
	Iteration 18Q: 3 clusters Score -767510.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -767518.625000 Penalty: 10006.048828
	Iteration 19Q: 3 clusters Score -767518.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -767521.375000 Penalty: 10006.048828
	Iteration 20F: 3 clusters Score -767521.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -767522.437500 Penalty: 10006.048828
	Iteration 21Q: 3 clusters Score -767522.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -767527.062500 Penalty: 10006.048828
	Iteration 22Q: 3 clusters Score -767527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -767527.750000 Penalty: 10006.048828
	Iteration 23Q: 3 clusters Score -767527.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -767533.062500 Penalty: 10006.048828
	Iteration 24Q: 3 clusters Score -767533.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -767541.187500 Penalty: 10006.048828
	Iteration 25Q: 3 clusters Score -767541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -767544.062500 Penalty: 10006.048828
	Iteration 26Q: 3 clusters Score -767544.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -767546.062500 Penalty: 10006.048828
	Iteration 27Q: 3 clusters Score -767546.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -767546.062500 Penalty: 10006.048828
	Iteration 28F: 3 clusters Score -767546.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Entering Unmasked Estep 
Score: -3053042.250000 Penalty: 5818.808594
	Iteration 0F: 2 clusters Score -3053042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -3040720.750000 Penalty: 11637.617188
	Iteration 0F: 3 clusters Score -3040721 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -3043614.250000 Penalty: 11637.617188
	Iteration 1F: 3 clusters Score -3043614 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -3044135.500000 Penalty: 11637.617188
	Iteration 2F: 3 clusters Score -3044136 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -3044436.250000 Penalty: 11637.617188
	Iteration 3Q: 3 clusters Score -3044436 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -3044692.750000 Penalty: 11637.617188
	Iteration 4Q: 3 clusters Score -3044693 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -3044945.250000 Penalty: 11637.617188
	Iteration 5Q: 3 clusters Score -3044945 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -3045206.000000 Penalty: 11637.617188
	Iteration 6Q: 3 clusters Score -3045206 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3045442.750000 Penalty: 11637.617188
	Iteration 7Q: 3 clusters Score -3045443 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -3045677.500000 Penalty: 11637.617188
	Iteration 8Q: 3 clusters Score -3045678 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -3045882.250000 Penalty: 11637.617188
	Iteration 9Q: 3 clusters Score -3045882 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -3046092.750000 Penalty: 11637.617188
	Iteration 10Q: 3 clusters Score -3046093 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -3046279.750000 Penalty: 11637.617188
	Iteration 11Q: 3 clusters Score -3046280 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3046489.000000 Penalty: 11637.617188
	Iteration 12Q: 3 clusters Score -3046489 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3046703.750000 Penalty: 11637.617188
	Iteration 13Q: 3 clusters Score -3046704 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3046907.000000 Penalty: 11637.617188
	Iteration 14Q: 3 clusters Score -3046907 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3047103.250000 Penalty: 11637.617188
	Iteration 15Q: 3 clusters Score -3047103 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3047269.250000 Penalty: 11637.617188
	Iteration 16Q: 3 clusters Score -3047269 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -3047428.000000 Penalty: 11637.617188
	Iteration 17Q: 3 clusters Score -3047428 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3047541.500000 Penalty: 11637.617188
	Iteration 18Q: 3 clusters Score -3047542 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3047636.250000 Penalty: 11637.617188
	Iteration 19Q: 3 clusters Score -3047636 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3047714.750000 Penalty: 11637.617188
	Iteration 20F: 3 clusters Score -3047715 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -3047811.250000 Penalty: 11637.617188
	Iteration 21Q: 3 clusters Score -3047811 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3047889.000000 Penalty: 11637.617188
	Iteration 22Q: 3 clusters Score -3047889 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3047957.750000 Penalty: 11637.617188
	Iteration 23Q: 3 clusters Score -3047958 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3048008.000000 Penalty: 11637.617188
	Iteration 24Q: 3 clusters Score -3048008 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3048057.250000 Penalty: 11637.617188
	Iteration 25Q: 3 clusters Score -3048057 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3048097.500000 Penalty: 11637.617188
	Iteration 26Q: 3 clusters Score -3048098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3048124.500000 Penalty: 11637.617188
	Iteration 27Q: 3 clusters Score -3048124 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3048156.750000 Penalty: 11637.617188
	Iteration 28Q: 3 clusters Score -3048157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3048177.000000 Penalty: 11637.617188
	Iteration 29Q: 3 clusters Score -3048177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3048184.250000 Penalty: 11637.617188
	Iteration 30Q: 3 clusters Score -3048184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3048202.750000 Penalty: 11637.617188
	Iteration 31Q: 3 clusters Score -3048203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3048216.250000 Penalty: 11637.617188
	Iteration 32Q: 3 clusters Score -3048216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3048237.750000 Penalty: 11637.617188
	Iteration 33Q: 3 clusters Score -3048238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3048244.750000 Penalty: 11637.617188
	Iteration 34Q: 3 clusters Score -3048245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3048251.750000 Penalty: 11637.617188
	Iteration 35Q: 3 clusters Score -3048252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3048262.500000 Penalty: 11637.617188
	Iteration 36Q: 3 clusters Score -3048262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3048280.000000 Penalty: 11637.617188
	Iteration 37Q: 3 clusters Score -3048280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3048282.750000 Penalty: 11637.617188
	Iteration 38Q: 3 clusters Score -3048283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3048290.250000 Penalty: 11637.617188
	Iteration 39Q: 3 clusters Score -3048290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3048295.500000 Penalty: 11637.617188
	Iteration 40F: 3 clusters Score -3048296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3048303.500000 Penalty: 11637.617188
	Iteration 41Q: 3 clusters Score -3048304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3048300.500000 Penalty: 11637.617188
	Iteration 42Q: 3 clusters Score -3048300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3048310.250000 Penalty: 11637.617188
	Iteration 43Q: 3 clusters Score -3048310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3048304.750000 Penalty: 11637.617188
	Iteration 44Q: 3 clusters Score -3048305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3048309.250000 Penalty: 11637.617188
	Iteration 45Q: 3 clusters Score -3048309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3048316.750000 Penalty: 11637.617188
	Iteration 46Q: 3 clusters Score -3048317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3048326.250000 Penalty: 11637.617188
	Iteration 47Q: 3 clusters Score -3048326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3048328.250000 Penalty: 11637.617188
	Iteration 48Q: 3 clusters Score -3048328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3048335.250000 Penalty: 11637.617188
	Iteration 49Q: 3 clusters Score -3048335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3048339.250000 Penalty: 11637.617188
	Iteration 50Q: 3 clusters Score -3048339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3048346.000000 Penalty: 11637.617188
	Iteration 51Q: 3 clusters Score -3048346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3048346.250000 Penalty: 11637.617188
	Iteration 52Q: 3 clusters Score -3048346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3048352.000000 Penalty: 11637.617188
	Iteration 53Q: 3 clusters Score -3048352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3048355.500000 Penalty: 11637.617188
	Iteration 54Q: 3 clusters Score -3048356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3048357.500000 Penalty: 11637.617188
	Iteration 55Q: 3 clusters Score -3048358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3048364.250000 Penalty: 11637.617188
	Iteration 56Q: 3 clusters Score -3048364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3048362.750000 Penalty: 11637.617188
	Iteration 57Q: 3 clusters Score -3048363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3048365.750000 Penalty: 11637.617188
	Iteration 58Q: 3 clusters Score -3048366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3048366.000000 Penalty: 11637.617188
	Iteration 59Q: 3 clusters Score -3048366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3048366.250000 Penalty: 11637.617188
	Iteration 60F: 3 clusters Score -3048366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3048361.500000 Penalty: 11637.617188
	Iteration 61Q: 3 clusters Score -3048362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3048366.000000 Penalty: 11637.617188
	Iteration 62Q: 3 clusters Score -3048366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3048367.250000 Penalty: 11637.617188
	Iteration 63Q: 3 clusters Score -3048367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3048370.250000 Penalty: 11637.617188
	Iteration 64Q: 3 clusters Score -3048370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3048368.750000 Penalty: 11637.617188
	Iteration 65Q: 3 clusters Score -3048369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3048374.000000 Penalty: 11637.617188
	Iteration 66Q: 3 clusters Score -3048374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3048377.750000 Penalty: 11637.617188
	Iteration 67Q: 3 clusters Score -3048378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3048386.250000 Penalty: 11637.617188
	Iteration 68Q: 3 clusters Score -3048386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3048385.500000 Penalty: 11637.617188
	Iteration 69Q: 3 clusters Score -3048386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3048383.250000 Penalty: 11637.617188
	Iteration 70Q: 3 clusters Score -3048383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3048391.000000 Penalty: 11637.617188
	Iteration 71Q: 3 clusters Score -3048391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3048390.250000 Penalty: 11637.617188
	Iteration 72Q: 3 clusters Score -3048390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3048393.750000 Penalty: 11637.617188
	Iteration 73Q: 3 clusters Score -3048394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3048398.000000 Penalty: 11637.617188
	Iteration 74Q: 3 clusters Score -3048398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3048393.750000 Penalty: 11637.617188
	Iteration 75Q: 3 clusters Score -3048394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3048396.750000 Penalty: 11637.617188
	Iteration 76Q: 3 clusters Score -3048397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3048396.750000 Penalty: 11637.617188
	Iteration 77Q: 3 clusters Score -3048397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3048396.750000 Penalty: 11637.617188
	Iteration 78F: 3 clusters Score -3048397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (127160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127160 members 
Entering Unmasked Estep 
Score: -29163166.000000 Penalty: 7198.835938
	Iteration 0F: 2 clusters Score -2.916317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -29077802.000000 Penalty: 14397.671875
	Iteration 0F: 3 clusters Score -2.90778e+07 nChanged 58808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65243 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -29111736.000000 Penalty: 14397.671875
	Iteration 1F: 3 clusters Score -2.911174e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66356 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -29115078.000000 Penalty: 14397.671875
	Iteration 2F: 3 clusters Score -2.911508e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 59203 members 
Entering Unmasked Estep 
Score: -29119352.000000 Penalty: 14397.671875
	Iteration 3F: 3 clusters Score -2.911935e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -29124804.000000 Penalty: 14397.671875
	Iteration 4F: 3 clusters Score -2.91248e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -29130556.000000 Penalty: 14397.671875
	Iteration 5F: 3 clusters Score -2.913056e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75747 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -29135924.000000 Penalty: 14397.671875
	Iteration 6F: 3 clusters Score -2.913592e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79041 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -29140134.000000 Penalty: 14397.671875
	Iteration 7F: 3 clusters Score -2.914013e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82432 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -29143240.000000 Penalty: 14397.671875
	Iteration 8Q: 3 clusters Score -2.914324e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -29145744.000000 Penalty: 14397.671875
	Iteration 9Q: 3 clusters Score -2.914574e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88801 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -29147662.000000 Penalty: 14397.671875
	Iteration 10Q: 3 clusters Score -2.914766e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91633 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -29149202.000000 Penalty: 14397.671875
	Iteration 11Q: 3 clusters Score -2.91492e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94294 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -29150516.000000 Penalty: 14397.671875
	Iteration 12Q: 3 clusters Score -2.915052e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96854 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -29151634.000000 Penalty: 14397.671875
	Iteration 13Q: 3 clusters Score -2.915163e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99289 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -29152730.000000 Penalty: 14397.671875
	Iteration 14Q: 3 clusters Score -2.915273e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101592 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -29153686.000000 Penalty: 14397.671875
	Iteration 15Q: 3 clusters Score -2.915369e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -29154388.000000 Penalty: 14397.671875
	Iteration 16Q: 3 clusters Score -2.915439e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105687 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -29155124.000000 Penalty: 14397.671875
	Iteration 17Q: 3 clusters Score -2.915512e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107547 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -29155718.000000 Penalty: 14397.671875
	Iteration 18Q: 3 clusters Score -2.915572e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109235 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -29156444.000000 Penalty: 14397.671875
	Iteration 19Q: 3 clusters Score -2.915644e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110722 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -29157148.000000 Penalty: 14397.671875
	Iteration 20F: 3 clusters Score -2.915715e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112072 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -29157732.000000 Penalty: 14397.671875
	Iteration 21Q: 3 clusters Score -2.915773e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113328 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -29158348.000000 Penalty: 14397.671875
	Iteration 22Q: 3 clusters Score -2.915835e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114366 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -29158768.000000 Penalty: 14397.671875
	Iteration 23Q: 3 clusters Score -2.915877e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115259 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -29159278.000000 Penalty: 14397.671875
	Iteration 24Q: 3 clusters Score -2.915928e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115978 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -29159476.000000 Penalty: 14397.671875
	Iteration 25Q: 3 clusters Score -2.915948e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116525 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -29159664.000000 Penalty: 14397.671875
	Iteration 26Q: 3 clusters Score -2.915966e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116990 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -29159788.000000 Penalty: 14397.671875
	Iteration 27Q: 3 clusters Score -2.915979e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117380 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -29159956.000000 Penalty: 14397.671875
	Iteration 28Q: 3 clusters Score -2.915996e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117704 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -29160112.000000 Penalty: 14397.671875
	Iteration 29Q: 3 clusters Score -2.916011e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117984 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -29160172.000000 Penalty: 14397.671875
	Iteration 30Q: 3 clusters Score -2.916017e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118214 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -29160082.000000 Penalty: 14397.671875
	Iteration 31Q: 3 clusters Score -2.916008e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118417 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -29160108.000000 Penalty: 14397.671875
	Iteration 32Q: 3 clusters Score -2.916011e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118583 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -29160168.000000 Penalty: 14397.671875
	Iteration 33Q: 3 clusters Score -2.916017e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118752 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -29160210.000000 Penalty: 14397.671875
	Iteration 34Q: 3 clusters Score -2.916021e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118908 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -29160256.000000 Penalty: 14397.671875
	Iteration 35Q: 3 clusters Score -2.916026e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119047 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -29160318.000000 Penalty: 14397.671875
	Iteration 36Q: 3 clusters Score -2.916032e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119165 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -29160368.000000 Penalty: 14397.671875
	Iteration 37Q: 3 clusters Score -2.916037e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119283 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -29160448.000000 Penalty: 14397.671875
	Iteration 38Q: 3 clusters Score -2.916045e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -29160482.000000 Penalty: 14397.671875
	Iteration 39Q: 3 clusters Score -2.916048e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119511 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -29160452.000000 Penalty: 14397.671875
	Iteration 40F: 3 clusters Score -2.916045e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119617 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -29160486.000000 Penalty: 14397.671875
	Iteration 41Q: 3 clusters Score -2.916049e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119702 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -29160574.000000 Penalty: 14397.671875
	Iteration 42Q: 3 clusters Score -2.916057e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119775 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -29160512.000000 Penalty: 14397.671875
	Iteration 43Q: 3 clusters Score -2.916051e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119848 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -29160542.000000 Penalty: 14397.671875
	Iteration 44Q: 3 clusters Score -2.916054e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119891 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -29160518.000000 Penalty: 14397.671875
	Iteration 45Q: 3 clusters Score -2.916052e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119919 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -29160526.000000 Penalty: 14397.671875
	Iteration 46Q: 3 clusters Score -2.916053e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119940 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -29160524.000000 Penalty: 14397.671875
	Iteration 47Q: 3 clusters Score -2.916052e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119963 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -29160570.000000 Penalty: 14397.671875
	Iteration 48Q: 3 clusters Score -2.916057e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119979 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -29160562.000000 Penalty: 14397.671875
	Iteration 49Q: 3 clusters Score -2.916056e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119996 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -29160582.000000 Penalty: 14397.671875
	Iteration 50Q: 3 clusters Score -2.916058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120007 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -29160592.000000 Penalty: 14397.671875
	Iteration 51Q: 3 clusters Score -2.916059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120015 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -29160602.000000 Penalty: 14397.671875
	Iteration 52Q: 3 clusters Score -2.91606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120025 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -29160584.000000 Penalty: 14397.671875
	Iteration 53Q: 3 clusters Score -2.916058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120027 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -29160570.000000 Penalty: 14397.671875
	Iteration 54Q: 3 clusters Score -2.916057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120032 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -29160548.000000 Penalty: 14397.671875
	Iteration 55Q: 3 clusters Score -2.916055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120035 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -29160546.000000 Penalty: 14397.671875
	Iteration 56Q: 3 clusters Score -2.916055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120037 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -29160542.000000 Penalty: 14397.671875
	Iteration 57Q: 3 clusters Score -2.916054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120038 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -29160544.000000 Penalty: 14397.671875
	Iteration 58Q: 3 clusters Score -2.916054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120035 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -29160510.000000 Penalty: 14397.671875
	Iteration 59Q: 3 clusters Score -2.916051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120034 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -29160514.000000 Penalty: 14397.671875
	Iteration 60F: 3 clusters Score -2.916051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (170266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170266 members 
Entering Unmasked Estep 
Score: -38521068.000000 Penalty: 7377.634277
	Iteration 0F: 2 clusters Score -3.852107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85514 members 
Mstep: Class 2 contains 84752 members 
Entering Unmasked Estep 
Score: -38406164.000000 Penalty: 14755.268555
	Iteration 0F: 3 clusters Score -3.840616e+07 nChanged 79445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88903 members 
Mstep: Class 2 contains 81363 members 
Entering Unmasked Estep 
Score: -38451248.000000 Penalty: 14755.268555
	Iteration 1F: 3 clusters Score -3.845125e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91057 members 
Mstep: Class 2 contains 79209 members 
Entering Unmasked Estep 
Score: -38452504.000000 Penalty: 14755.268555
	Iteration 2Q: 3 clusters Score -3.84525e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 76085 members 
Entering Unmasked Estep 
Score: -38454204.000000 Penalty: 14755.268555
	Iteration 3Q: 3 clusters Score -3.84542e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98819 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -38456396.000000 Penalty: 14755.268555
	Iteration 4Q: 3 clusters Score -3.84564e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105411 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -38459956.000000 Penalty: 14755.268555
	Iteration 5Q: 3 clusters Score -3.845996e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114647 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -38465476.000000 Penalty: 14755.268555
	Iteration 6F: 3 clusters Score -3.846548e+07 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126712 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -38473880.000000 Penalty: 14755.268555
	Iteration 7F: 3 clusters Score -3.847388e+07 nChanged 13976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140644 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -38485832.000000 Penalty: 14755.268555
	Iteration 8F: 3 clusters Score -3.848583e+07 nChanged 13162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153802 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -38498144.000000 Penalty: 14755.268555
	Iteration 9F: 3 clusters Score -3.849814e+07 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163177 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -38507604.000000 Penalty: 14755.268555
	Iteration 10F: 3 clusters Score -3.85076e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167637 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -38512080.000000 Penalty: 14755.268555
	Iteration 11Q: 3 clusters Score -3.851208e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169086 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -38513636.000000 Penalty: 14755.268555
	Iteration 12Q: 3 clusters Score -3.851364e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169481 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -38514060.000000 Penalty: 14755.268555
	Iteration 13Q: 3 clusters Score -3.851406e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169621 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -38514300.000000 Penalty: 14755.268555
	Iteration 14Q: 3 clusters Score -3.85143e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169684 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -38514336.000000 Penalty: 14755.268555
	Iteration 15Q: 3 clusters Score -3.851434e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169715 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -38514372.000000 Penalty: 14755.268555
	Iteration 16Q: 3 clusters Score -3.851437e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169731 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -38514416.000000 Penalty: 14755.268555
	Iteration 17Q: 3 clusters Score -3.851442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169740 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -38514420.000000 Penalty: 14755.268555
	Iteration 18Q: 3 clusters Score -3.851442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169750 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -38514464.000000 Penalty: 14755.268555
	Iteration 19Q: 3 clusters Score -3.851446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169759 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -38514520.000000 Penalty: 14755.268555
	Iteration 20F: 3 clusters Score -3.851452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169761 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -38514512.000000 Penalty: 14755.268555
	Iteration 21Q: 3 clusters Score -3.851451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169763 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -38514516.000000 Penalty: 14755.268555
	Iteration 22Q: 3 clusters Score -3.851452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169762 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -38514532.000000 Penalty: 14755.268555
	Iteration 23Q: 3 clusters Score -3.851453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169762 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -38514532.000000 Penalty: 14755.268555
	Iteration 24F: 3 clusters Score -3.851453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Entering Unmasked Estep 
Score: -2174664.500000 Penalty: 5616.457520
	Iteration 0F: 2 clusters Score -2174664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2164660.000000 Penalty: 11232.915039
	Iteration 0F: 3 clusters Score -2164660 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2166629.250000 Penalty: 11232.915039
	Iteration 1F: 3 clusters Score -2166629 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2167071.250000 Penalty: 11232.915039
	Iteration 2F: 3 clusters Score -2167071 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2167316.750000 Penalty: 11232.915039
	Iteration 3Q: 3 clusters Score -2167317 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2167469.750000 Penalty: 11232.915039
	Iteration 4Q: 3 clusters Score -2167470 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2167601.000000 Penalty: 11232.915039
	Iteration 5Q: 3 clusters Score -2167601 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2167693.250000 Penalty: 11232.915039
	Iteration 6Q: 3 clusters Score -2167693 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2167764.500000 Penalty: 11232.915039
	Iteration 7Q: 3 clusters Score -2167764 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2167830.750000 Penalty: 11232.915039
	Iteration 8Q: 3 clusters Score -2167831 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2167894.250000 Penalty: 11232.915039
	Iteration 9Q: 3 clusters Score -2167894 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2167938.500000 Penalty: 11232.915039
	Iteration 10Q: 3 clusters Score -2167938 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2167993.500000 Penalty: 11232.915039
	Iteration 11Q: 3 clusters Score -2167994 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2168030.500000 Penalty: 11232.915039
	Iteration 12Q: 3 clusters Score -2168030 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2168064.500000 Penalty: 11232.915039
	Iteration 13Q: 3 clusters Score -2168064 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2168091.500000 Penalty: 11232.915039
	Iteration 14Q: 3 clusters Score -2168092 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2168119.500000 Penalty: 11232.915039
	Iteration 15Q: 3 clusters Score -2168120 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2168150.000000 Penalty: 11232.915039
	Iteration 16Q: 3 clusters Score -2168150 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2168168.000000 Penalty: 11232.915039
	Iteration 17Q: 3 clusters Score -2168168 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2168196.500000 Penalty: 11232.915039
	Iteration 18Q: 3 clusters Score -2168196 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2168228.500000 Penalty: 11232.915039
	Iteration 19Q: 3 clusters Score -2168228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2168252.750000 Penalty: 11232.915039
	Iteration 20F: 3 clusters Score -2168253 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2168271.750000 Penalty: 11232.915039
	Iteration 21Q: 3 clusters Score -2168272 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2168294.250000 Penalty: 11232.915039
	Iteration 22Q: 3 clusters Score -2168294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2168314.000000 Penalty: 11232.915039
	Iteration 23Q: 3 clusters Score -2168314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2168332.750000 Penalty: 11232.915039
	Iteration 24Q: 3 clusters Score -2168333 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2168352.750000 Penalty: 11232.915039
	Iteration 25Q: 3 clusters Score -2168353 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2168378.000000 Penalty: 11232.915039
	Iteration 26Q: 3 clusters Score -2168378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2168402.250000 Penalty: 11232.915039
	Iteration 27Q: 3 clusters Score -2168402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2168431.000000 Penalty: 11232.915039
	Iteration 28Q: 3 clusters Score -2168431 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2168457.000000 Penalty: 11232.915039
	Iteration 29Q: 3 clusters Score -2168457 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2168481.750000 Penalty: 11232.915039
	Iteration 30Q: 3 clusters Score -2168482 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2168519.750000 Penalty: 11232.915039
	Iteration 31Q: 3 clusters Score -2168520 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2168545.750000 Penalty: 11232.915039
	Iteration 32Q: 3 clusters Score -2168546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2168574.250000 Penalty: 11232.915039
	Iteration 33Q: 3 clusters Score -2168574 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2168600.000000 Penalty: 11232.915039
	Iteration 34Q: 3 clusters Score -2168600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2168625.500000 Penalty: 11232.915039
	Iteration 35Q: 3 clusters Score -2168626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2168649.000000 Penalty: 11232.915039
	Iteration 36Q: 3 clusters Score -2168649 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2168677.500000 Penalty: 11232.915039
	Iteration 37Q: 3 clusters Score -2168678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2168707.000000 Penalty: 11232.915039
	Iteration 38Q: 3 clusters Score -2168707 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2168737.500000 Penalty: 11232.915039
	Iteration 39Q: 3 clusters Score -2168738 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2168772.750000 Penalty: 11232.915039
	Iteration 40F: 3 clusters Score -2168773 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2168799.000000 Penalty: 11232.915039
	Iteration 41Q: 3 clusters Score -2168799 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2168833.000000 Penalty: 11232.915039
	Iteration 42Q: 3 clusters Score -2168833 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2168859.000000 Penalty: 11232.915039
	Iteration 43Q: 3 clusters Score -2168859 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2168876.250000 Penalty: 11232.915039
	Iteration 44Q: 3 clusters Score -2168876 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2168913.000000 Penalty: 11232.915039
	Iteration 45Q: 3 clusters Score -2168913 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2168946.250000 Penalty: 11232.915039
	Iteration 46Q: 3 clusters Score -2168946 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2168979.000000 Penalty: 11232.915039
	Iteration 47Q: 3 clusters Score -2168979 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2169012.000000 Penalty: 11232.915039
	Iteration 48Q: 3 clusters Score -2169012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2169027.250000 Penalty: 11232.915039
	Iteration 49Q: 3 clusters Score -2169027 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2169053.750000 Penalty: 11232.915039
	Iteration 50Q: 3 clusters Score -2169054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2169078.750000 Penalty: 11232.915039
	Iteration 51Q: 3 clusters Score -2169079 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2169094.250000 Penalty: 11232.915039
	Iteration 52Q: 3 clusters Score -2169094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2169127.750000 Penalty: 11232.915039
	Iteration 53Q: 3 clusters Score -2169128 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2169150.750000 Penalty: 11232.915039
	Iteration 54Q: 3 clusters Score -2169151 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2169199.000000 Penalty: 11232.915039
	Iteration 55Q: 3 clusters Score -2169199 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2169244.250000 Penalty: 11232.915039
	Iteration 56Q: 3 clusters Score -2169244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2169274.500000 Penalty: 11232.915039
	Iteration 57Q: 3 clusters Score -2169274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2169305.000000 Penalty: 11232.915039
	Iteration 58Q: 3 clusters Score -2169305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2169340.000000 Penalty: 11232.915039
	Iteration 59Q: 3 clusters Score -2169340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2169372.750000 Penalty: 11232.915039
	Iteration 60F: 3 clusters Score -2169373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2169401.750000 Penalty: 11232.915039
	Iteration 61Q: 3 clusters Score -2169402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2169416.000000 Penalty: 11232.915039
	Iteration 62Q: 3 clusters Score -2169416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2169438.250000 Penalty: 11232.915039
	Iteration 63Q: 3 clusters Score -2169438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2169462.750000 Penalty: 11232.915039
	Iteration 64Q: 3 clusters Score -2169463 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2169477.000000 Penalty: 11232.915039
	Iteration 65Q: 3 clusters Score -2169477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2169503.250000 Penalty: 11232.915039
	Iteration 66Q: 3 clusters Score -2169503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2169521.500000 Penalty: 11232.915039
	Iteration 67Q: 3 clusters Score -2169522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2169550.000000 Penalty: 11232.915039
	Iteration 68Q: 3 clusters Score -2169550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2169576.500000 Penalty: 11232.915039
	Iteration 69Q: 3 clusters Score -2169576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2169604.750000 Penalty: 11232.915039
	Iteration 70Q: 3 clusters Score -2169605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2169631.000000 Penalty: 11232.915039
	Iteration 71Q: 3 clusters Score -2169631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2169653.500000 Penalty: 11232.915039
	Iteration 72Q: 3 clusters Score -2169654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2169666.000000 Penalty: 11232.915039
	Iteration 73Q: 3 clusters Score -2169666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2169680.000000 Penalty: 11232.915039
	Iteration 74Q: 3 clusters Score -2169680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2169694.750000 Penalty: 11232.915039
	Iteration 75Q: 3 clusters Score -2169695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2169698.000000 Penalty: 11232.915039
	Iteration 76Q: 3 clusters Score -2169698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2169706.250000 Penalty: 11232.915039
	Iteration 77Q: 3 clusters Score -2169706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2169704.500000 Penalty: 11232.915039
	Iteration 78Q: 3 clusters Score -2169704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2169708.250000 Penalty: 11232.915039
	Iteration 79Q: 3 clusters Score -2169708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2169707.250000 Penalty: 11232.915039
	Iteration 80F: 3 clusters Score -2169707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Entering Unmasked Estep 
Score: -2547471.750000 Penalty: 5705.915527
	Iteration 0F: 2 clusters Score -2547472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2536475.250000 Penalty: 11411.831055
	Iteration 0F: 3 clusters Score -2536475 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2538741.750000 Penalty: 11411.831055
	Iteration 1F: 3 clusters Score -2538742 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2539205.500000 Penalty: 11411.831055
	Iteration 2F: 3 clusters Score -2539206 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2539495.250000 Penalty: 11411.831055
	Iteration 3Q: 3 clusters Score -2539495 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2539690.500000 Penalty: 11411.831055
	Iteration 4Q: 3 clusters Score -2539690 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2539825.750000 Penalty: 11411.831055
	Iteration 5Q: 3 clusters Score -2539826 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2539930.250000 Penalty: 11411.831055
	Iteration 6Q: 3 clusters Score -2539930 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2540022.000000 Penalty: 11411.831055
	Iteration 7Q: 3 clusters Score -2540022 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2540086.500000 Penalty: 11411.831055
	Iteration 8Q: 3 clusters Score -2540086 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2540141.750000 Penalty: 11411.831055
	Iteration 9Q: 3 clusters Score -2540142 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2540213.500000 Penalty: 11411.831055
	Iteration 10Q: 3 clusters Score -2540214 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2540265.000000 Penalty: 11411.831055
	Iteration 11Q: 3 clusters Score -2540265 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2540306.250000 Penalty: 11411.831055
	Iteration 12Q: 3 clusters Score -2540306 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2540362.250000 Penalty: 11411.831055
	Iteration 13Q: 3 clusters Score -2540362 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2540411.750000 Penalty: 11411.831055
	Iteration 14Q: 3 clusters Score -2540412 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2540452.750000 Penalty: 11411.831055
	Iteration 15Q: 3 clusters Score -2540453 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2540476.750000 Penalty: 11411.831055
	Iteration 16Q: 3 clusters Score -2540477 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2540522.250000 Penalty: 11411.831055
	Iteration 17Q: 3 clusters Score -2540522 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2540554.750000 Penalty: 11411.831055
	Iteration 18Q: 3 clusters Score -2540555 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2540607.000000 Penalty: 11411.831055
	Iteration 19Q: 3 clusters Score -2540607 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2540655.500000 Penalty: 11411.831055
	Iteration 20F: 3 clusters Score -2540656 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2540706.250000 Penalty: 11411.831055
	Iteration 21Q: 3 clusters Score -2540706 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2540754.250000 Penalty: 11411.831055
	Iteration 22Q: 3 clusters Score -2540754 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2540792.500000 Penalty: 11411.831055
	Iteration 23Q: 3 clusters Score -2540792 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2540850.250000 Penalty: 11411.831055
	Iteration 24Q: 3 clusters Score -2540850 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2540904.500000 Penalty: 11411.831055
	Iteration 25Q: 3 clusters Score -2540904 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2540967.500000 Penalty: 11411.831055
	Iteration 26Q: 3 clusters Score -2540968 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2541029.500000 Penalty: 11411.831055
	Iteration 27Q: 3 clusters Score -2541030 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2541099.750000 Penalty: 11411.831055
	Iteration 28Q: 3 clusters Score -2541100 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2541158.750000 Penalty: 11411.831055
	Iteration 29Q: 3 clusters Score -2541159 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2541236.750000 Penalty: 11411.831055
	Iteration 30Q: 3 clusters Score -2541237 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2541302.500000 Penalty: 11411.831055
	Iteration 31Q: 3 clusters Score -2541302 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2541367.500000 Penalty: 11411.831055
	Iteration 32Q: 3 clusters Score -2541368 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2541431.000000 Penalty: 11411.831055
	Iteration 33Q: 3 clusters Score -2541431 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2541500.500000 Penalty: 11411.831055
	Iteration 34Q: 3 clusters Score -2541500 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2541568.500000 Penalty: 11411.831055
	Iteration 35Q: 3 clusters Score -2541568 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2541640.250000 Penalty: 11411.831055
	Iteration 36Q: 3 clusters Score -2541640 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2541702.250000 Penalty: 11411.831055
	Iteration 37Q: 3 clusters Score -2541702 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2541772.250000 Penalty: 11411.831055
	Iteration 38Q: 3 clusters Score -2541772 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2541838.750000 Penalty: 11411.831055
	Iteration 39Q: 3 clusters Score -2541839 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2541892.000000 Penalty: 11411.831055
	Iteration 40F: 3 clusters Score -2541892 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2541948.000000 Penalty: 11411.831055
	Iteration 41Q: 3 clusters Score -2541948 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2542010.750000 Penalty: 11411.831055
	Iteration 42Q: 3 clusters Score -2542011 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2542070.750000 Penalty: 11411.831055
	Iteration 43Q: 3 clusters Score -2542071 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2542139.000000 Penalty: 11411.831055
	Iteration 44Q: 3 clusters Score -2542139 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2542189.250000 Penalty: 11411.831055
	Iteration 45Q: 3 clusters Score -2542189 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2542235.500000 Penalty: 11411.831055
	Iteration 46Q: 3 clusters Score -2542236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2542271.750000 Penalty: 11411.831055
	Iteration 47Q: 3 clusters Score -2542272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2542306.750000 Penalty: 11411.831055
	Iteration 48Q: 3 clusters Score -2542307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2542326.250000 Penalty: 11411.831055
	Iteration 49Q: 3 clusters Score -2542326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2542347.000000 Penalty: 11411.831055
	Iteration 50Q: 3 clusters Score -2542347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2542355.500000 Penalty: 11411.831055
	Iteration 51Q: 3 clusters Score -2542356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2542368.750000 Penalty: 11411.831055
	Iteration 52Q: 3 clusters Score -2542369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2542382.250000 Penalty: 11411.831055
	Iteration 53Q: 3 clusters Score -2542382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2542400.500000 Penalty: 11411.831055
	Iteration 54Q: 3 clusters Score -2542400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2542410.500000 Penalty: 11411.831055
	Iteration 55Q: 3 clusters Score -2542410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2542427.250000 Penalty: 11411.831055
	Iteration 56Q: 3 clusters Score -2542427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2542431.250000 Penalty: 11411.831055
	Iteration 57Q: 3 clusters Score -2542431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2542443.500000 Penalty: 11411.831055
	Iteration 58Q: 3 clusters Score -2542444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2542447.000000 Penalty: 11411.831055
	Iteration 59Q: 3 clusters Score -2542447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2542457.750000 Penalty: 11411.831055
	Iteration 60F: 3 clusters Score -2542458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2542466.000000 Penalty: 11411.831055
	Iteration 61Q: 3 clusters Score -2542466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2542467.000000 Penalty: 11411.831055
	Iteration 62Q: 3 clusters Score -2542467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2542472.250000 Penalty: 11411.831055
	Iteration 63Q: 3 clusters Score -2542472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2542481.500000 Penalty: 11411.831055
	Iteration 64Q: 3 clusters Score -2542482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2542498.000000 Penalty: 11411.831055
	Iteration 65Q: 3 clusters Score -2542498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2542502.500000 Penalty: 11411.831055
	Iteration 66Q: 3 clusters Score -2542502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2542506.250000 Penalty: 11411.831055
	Iteration 67Q: 3 clusters Score -2542506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2542511.250000 Penalty: 11411.831055
	Iteration 68Q: 3 clusters Score -2542511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2542513.000000 Penalty: 11411.831055
	Iteration 69Q: 3 clusters Score -2542513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2542517.500000 Penalty: 11411.831055
	Iteration 70Q: 3 clusters Score -2542518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2542523.500000 Penalty: 11411.831055
	Iteration 71Q: 3 clusters Score -2542524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2542527.750000 Penalty: 11411.831055
	Iteration 72Q: 3 clusters Score -2542528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2542524.750000 Penalty: 11411.831055
	Iteration 73Q: 3 clusters Score -2542525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2542528.000000 Penalty: 11411.831055
	Iteration 74Q: 3 clusters Score -2542528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2542528.000000 Penalty: 11411.831055
	Iteration 75Q: 3 clusters Score -2542528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2542530.750000 Penalty: 11411.831055
	Iteration 76Q: 3 clusters Score -2542531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2542532.250000 Penalty: 11411.831055
	Iteration 77Q: 3 clusters Score -2542532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2542532.250000 Penalty: 11411.831055
	Iteration 78F: 3 clusters Score -2542532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Entering Unmasked Estep 
Score: -2723852.000000 Penalty: 5780.209961
	Iteration 0F: 2 clusters Score -2723852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2711984.000000 Penalty: 11560.419922
	Iteration 0F: 3 clusters Score -2711984 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2714802.750000 Penalty: 11560.419922
	Iteration 1F: 3 clusters Score -2714803 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2715533.500000 Penalty: 11560.419922
	Iteration 2F: 3 clusters Score -2715534 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2716083.000000 Penalty: 11560.419922
	Iteration 3F: 3 clusters Score -2716083 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2716571.750000 Penalty: 11560.419922
	Iteration 4F: 3 clusters Score -2716572 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2717062.000000 Penalty: 11560.419922
	Iteration 5Q: 3 clusters Score -2717062 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2717488.500000 Penalty: 11560.419922
	Iteration 6Q: 3 clusters Score -2717488 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2717885.750000 Penalty: 11560.419922
	Iteration 7Q: 3 clusters Score -2717886 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2718230.250000 Penalty: 11560.419922
	Iteration 8Q: 3 clusters Score -2718230 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2718510.250000 Penalty: 11560.419922
	Iteration 9Q: 3 clusters Score -2718510 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2718716.750000 Penalty: 11560.419922
	Iteration 10Q: 3 clusters Score -2718717 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2718871.750000 Penalty: 11560.419922
	Iteration 11Q: 3 clusters Score -2718872 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2719023.750000 Penalty: 11560.419922
	Iteration 12Q: 3 clusters Score -2719024 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2719136.000000 Penalty: 11560.419922
	Iteration 13Q: 3 clusters Score -2719136 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2719214.500000 Penalty: 11560.419922
	Iteration 14Q: 3 clusters Score -2719214 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2719269.000000 Penalty: 11560.419922
	Iteration 15Q: 3 clusters Score -2719269 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2719313.000000 Penalty: 11560.419922
	Iteration 16Q: 3 clusters Score -2719313 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2719341.250000 Penalty: 11560.419922
	Iteration 17Q: 3 clusters Score -2719341 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2719368.500000 Penalty: 11560.419922
	Iteration 18Q: 3 clusters Score -2719368 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2719393.500000 Penalty: 11560.419922
	Iteration 19Q: 3 clusters Score -2719394 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2719424.250000 Penalty: 11560.419922
	Iteration 20F: 3 clusters Score -2719424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2719450.250000 Penalty: 11560.419922
	Iteration 21Q: 3 clusters Score -2719450 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2719472.250000 Penalty: 11560.419922
	Iteration 22Q: 3 clusters Score -2719472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2719481.750000 Penalty: 11560.419922
	Iteration 23Q: 3 clusters Score -2719482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2719499.250000 Penalty: 11560.419922
	Iteration 24Q: 3 clusters Score -2719499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2719517.500000 Penalty: 11560.419922
	Iteration 25Q: 3 clusters Score -2719518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2719532.250000 Penalty: 11560.419922
	Iteration 26Q: 3 clusters Score -2719532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2719538.750000 Penalty: 11560.419922
	Iteration 27Q: 3 clusters Score -2719539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2719568.500000 Penalty: 11560.419922
	Iteration 28Q: 3 clusters Score -2719568 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2719590.500000 Penalty: 11560.419922
	Iteration 29Q: 3 clusters Score -2719590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2719603.250000 Penalty: 11560.419922
	Iteration 30Q: 3 clusters Score -2719603 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2719617.250000 Penalty: 11560.419922
	Iteration 31Q: 3 clusters Score -2719617 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2719638.500000 Penalty: 11560.419922
	Iteration 32Q: 3 clusters Score -2719638 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2719658.750000 Penalty: 11560.419922
	Iteration 33Q: 3 clusters Score -2719659 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2719677.750000 Penalty: 11560.419922
	Iteration 34Q: 3 clusters Score -2719678 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2719705.250000 Penalty: 11560.419922
	Iteration 35Q: 3 clusters Score -2719705 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2719748.750000 Penalty: 11560.419922
	Iteration 36Q: 3 clusters Score -2719749 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2719802.750000 Penalty: 11560.419922
	Iteration 37Q: 3 clusters Score -2719803 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2719866.000000 Penalty: 11560.419922
	Iteration 38Q: 3 clusters Score -2719866 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2719938.000000 Penalty: 11560.419922
	Iteration 39Q: 3 clusters Score -2719938 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2719985.500000 Penalty: 11560.419922
	Iteration 40F: 3 clusters Score -2719986 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2720037.750000 Penalty: 11560.419922
	Iteration 41Q: 3 clusters Score -2720038 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2720091.000000 Penalty: 11560.419922
	Iteration 42Q: 3 clusters Score -2720091 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2720114.000000 Penalty: 11560.419922
	Iteration 43Q: 3 clusters Score -2720114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2720144.500000 Penalty: 11560.419922
	Iteration 44Q: 3 clusters Score -2720144 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2720182.750000 Penalty: 11560.419922
	Iteration 45Q: 3 clusters Score -2720183 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2720203.000000 Penalty: 11560.419922
	Iteration 46Q: 3 clusters Score -2720203 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2720232.250000 Penalty: 11560.419922
	Iteration 47Q: 3 clusters Score -2720232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2720250.250000 Penalty: 11560.419922
	Iteration 48Q: 3 clusters Score -2720250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2720267.750000 Penalty: 11560.419922
	Iteration 49Q: 3 clusters Score -2720268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2720272.750000 Penalty: 11560.419922
	Iteration 50Q: 3 clusters Score -2720273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2720284.250000 Penalty: 11560.419922
	Iteration 51Q: 3 clusters Score -2720284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2720292.000000 Penalty: 11560.419922
	Iteration 52Q: 3 clusters Score -2720292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2720301.500000 Penalty: 11560.419922
	Iteration 53Q: 3 clusters Score -2720302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2720310.000000 Penalty: 11560.419922
	Iteration 54Q: 3 clusters Score -2720310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2720318.500000 Penalty: 11560.419922
	Iteration 55Q: 3 clusters Score -2720318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2720321.000000 Penalty: 11560.419922
	Iteration 56Q: 3 clusters Score -2720321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2720332.500000 Penalty: 11560.419922
	Iteration 57Q: 3 clusters Score -2720332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2720348.250000 Penalty: 11560.419922
	Iteration 58Q: 3 clusters Score -2720348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2720349.000000 Penalty: 11560.419922
	Iteration 59Q: 3 clusters Score -2720349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2720365.750000 Penalty: 11560.419922
	Iteration 60F: 3 clusters Score -2720366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2720372.500000 Penalty: 11560.419922
	Iteration 61Q: 3 clusters Score -2720372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2720384.000000 Penalty: 11560.419922
	Iteration 62Q: 3 clusters Score -2720384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2720392.500000 Penalty: 11560.419922
	Iteration 63Q: 3 clusters Score -2720392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2720396.250000 Penalty: 11560.419922
	Iteration 64Q: 3 clusters Score -2720396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2720403.000000 Penalty: 11560.419922
	Iteration 65Q: 3 clusters Score -2720403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2720410.250000 Penalty: 11560.419922
	Iteration 66Q: 3 clusters Score -2720410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2720418.250000 Penalty: 11560.419922
	Iteration 67Q: 3 clusters Score -2720418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2720414.500000 Penalty: 11560.419922
	Iteration 68Q: 3 clusters Score -2720414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2720419.750000 Penalty: 11560.419922
	Iteration 69Q: 3 clusters Score -2720420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2720420.000000 Penalty: 11560.419922
	Iteration 70Q: 3 clusters Score -2720420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2720426.250000 Penalty: 11560.419922
	Iteration 71Q: 3 clusters Score -2720426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2720426.250000 Penalty: 11560.419922
	Iteration 72Q: 3 clusters Score -2720426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2720429.750000 Penalty: 11560.419922
	Iteration 73Q: 3 clusters Score -2720430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2720424.750000 Penalty: 11560.419922
	Iteration 74Q: 3 clusters Score -2720425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2720431.750000 Penalty: 11560.419922
	Iteration 75Q: 3 clusters Score -2720432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2720432.000000 Penalty: 11560.419922
	Iteration 76Q: 3 clusters Score -2720432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2720438.250000 Penalty: 11560.419922
	Iteration 77Q: 3 clusters Score -2720438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2720434.250000 Penalty: 11560.419922
	Iteration 78Q: 3 clusters Score -2720434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2720436.500000 Penalty: 11560.419922
	Iteration 79Q: 3 clusters Score -2720436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2720437.000000 Penalty: 11560.419922
	Iteration 80F: 3 clusters Score -2720437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Entering Unmasked Estep 
Score: -6408068.500000 Penalty: 6265.665039
	Iteration 0F: 2 clusters Score -6408068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -6386663.500000 Penalty: 12531.330078
	Iteration 0F: 3 clusters Score -6386664 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -6392782.000000 Penalty: 12531.330078
	Iteration 1F: 3 clusters Score -6392782 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -6393429.500000 Penalty: 12531.330078
	Iteration 2F: 3 clusters Score -6393430 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -6393849.500000 Penalty: 12531.330078
	Iteration 3Q: 3 clusters Score -6393850 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -6394161.500000 Penalty: 12531.330078
	Iteration 4Q: 3 clusters Score -6394162 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -6394458.000000 Penalty: 12531.330078
	Iteration 5Q: 3 clusters Score -6394458 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -6394742.500000 Penalty: 12531.330078
	Iteration 6Q: 3 clusters Score -6394742 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -6394970.500000 Penalty: 12531.330078
	Iteration 7Q: 3 clusters Score -6394970 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -6395233.000000 Penalty: 12531.330078
	Iteration 8Q: 3 clusters Score -6395233 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -6395525.000000 Penalty: 12531.330078
	Iteration 9Q: 3 clusters Score -6395525 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -6395917.500000 Penalty: 12531.330078
	Iteration 10Q: 3 clusters Score -6395918 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -6396394.000000 Penalty: 12531.330078
	Iteration 11Q: 3 clusters Score -6396394 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -6396983.500000 Penalty: 12531.330078
	Iteration 12Q: 3 clusters Score -6396984 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -6397690.000000 Penalty: 12531.330078
	Iteration 13Q: 3 clusters Score -6397690 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -6398584.500000 Penalty: 12531.330078
	Iteration 14Q: 3 clusters Score -6398584 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -6399530.500000 Penalty: 12531.330078
	Iteration 15Q: 3 clusters Score -6399530 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -6400320.500000 Penalty: 12531.330078
	Iteration 16Q: 3 clusters Score -6400320 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -6401021.000000 Penalty: 12531.330078
	Iteration 17Q: 3 clusters Score -6401021 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6401533.500000 Penalty: 12531.330078
	Iteration 18Q: 3 clusters Score -6401534 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6401835.000000 Penalty: 12531.330078
	Iteration 19Q: 3 clusters Score -6401835 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6402031.000000 Penalty: 12531.330078
	Iteration 20F: 3 clusters Score -6402031 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6402195.000000 Penalty: 12531.330078
	Iteration 21Q: 3 clusters Score -6402195 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6402303.000000 Penalty: 12531.330078
	Iteration 22Q: 3 clusters Score -6402303 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6402413.000000 Penalty: 12531.330078
	Iteration 23Q: 3 clusters Score -6402413 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6402472.000000 Penalty: 12531.330078
	Iteration 24Q: 3 clusters Score -6402472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6402513.500000 Penalty: 12531.330078
	Iteration 25Q: 3 clusters Score -6402514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6402563.500000 Penalty: 12531.330078
	Iteration 26Q: 3 clusters Score -6402564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6402580.500000 Penalty: 12531.330078
	Iteration 27Q: 3 clusters Score -6402580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6402611.000000 Penalty: 12531.330078
	Iteration 28Q: 3 clusters Score -6402611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6402619.000000 Penalty: 12531.330078
	Iteration 29Q: 3 clusters Score -6402619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6402632.500000 Penalty: 12531.330078
	Iteration 30Q: 3 clusters Score -6402632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6402629.000000 Penalty: 12531.330078
	Iteration 31Q: 3 clusters Score -6402629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6402643.500000 Penalty: 12531.330078
	Iteration 32Q: 3 clusters Score -6402644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6402658.000000 Penalty: 12531.330078
	Iteration 33Q: 3 clusters Score -6402658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6402660.500000 Penalty: 12531.330078
	Iteration 34Q: 3 clusters Score -6402660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6402658.000000 Penalty: 12531.330078
	Iteration 35Q: 3 clusters Score -6402658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6402657.500000 Penalty: 12531.330078
	Iteration 36Q: 3 clusters Score -6402658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6402650.000000 Penalty: 12531.330078
	Iteration 37Q: 3 clusters Score -6402650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6402656.000000 Penalty: 12531.330078
	Iteration 38Q: 3 clusters Score -6402656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6402656.000000 Penalty: 12531.330078
	Iteration 39F: 3 clusters Score -6402656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Entering Unmasked Estep 
Score: -11526389.000000 Penalty: 6631.873047
	Iteration 0F: 2 clusters Score -1.152639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -11490370.000000 Penalty: 13263.746094
	Iteration 0F: 3 clusters Score -1.149037e+07 nChanged 22156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -11502057.000000 Penalty: 13263.746094
	Iteration 1F: 3 clusters Score -1.150206e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -11502897.000000 Penalty: 13263.746094
	Iteration 2Q: 3 clusters Score -1.15029e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -11503570.000000 Penalty: 13263.746094
	Iteration 3Q: 3 clusters Score -1.150357e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -11504123.000000 Penalty: 13263.746094
	Iteration 4Q: 3 clusters Score -1.150412e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -11504617.000000 Penalty: 13263.746094
	Iteration 5Q: 3 clusters Score -1.150462e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -11505160.000000 Penalty: 13263.746094
	Iteration 6Q: 3 clusters Score -1.150516e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -11505812.000000 Penalty: 13263.746094
	Iteration 7Q: 3 clusters Score -1.150581e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -11506740.000000 Penalty: 13263.746094
	Iteration 8Q: 3 clusters Score -1.150674e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -11508044.000000 Penalty: 13263.746094
	Iteration 9Q: 3 clusters Score -1.150804e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -11509830.000000 Penalty: 13263.746094
	Iteration 10F: 3 clusters Score -1.150983e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -11511939.000000 Penalty: 13263.746094
	Iteration 11F: 3 clusters Score -1.151194e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -11514181.000000 Penalty: 13263.746094
	Iteration 12F: 3 clusters Score -1.151418e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -11516271.000000 Penalty: 13263.746094
	Iteration 13Q: 3 clusters Score -1.151627e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -11517860.000000 Penalty: 13263.746094
	Iteration 14Q: 3 clusters Score -1.151786e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -11518891.000000 Penalty: 13263.746094
	Iteration 15Q: 3 clusters Score -1.151889e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -11519615.000000 Penalty: 13263.746094
	Iteration 16Q: 3 clusters Score -1.151962e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -11520014.000000 Penalty: 13263.746094
	Iteration 17Q: 3 clusters Score -1.152001e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -11520222.000000 Penalty: 13263.746094
	Iteration 18Q: 3 clusters Score -1.152022e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -11520367.000000 Penalty: 13263.746094
	Iteration 19Q: 3 clusters Score -1.152037e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11520455.000000 Penalty: 13263.746094
	Iteration 20F: 3 clusters Score -1.152046e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -11520548.000000 Penalty: 13263.746094
	Iteration 21Q: 3 clusters Score -1.152055e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -11520580.000000 Penalty: 13263.746094
	Iteration 22Q: 3 clusters Score -1.152058e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11520641.000000 Penalty: 13263.746094
	Iteration 23Q: 3 clusters Score -1.152064e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11520655.000000 Penalty: 13263.746094
	Iteration 24Q: 3 clusters Score -1.152066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -11520693.000000 Penalty: 13263.746094
	Iteration 25Q: 3 clusters Score -1.152069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11520684.000000 Penalty: 13263.746094
	Iteration 26Q: 3 clusters Score -1.152068e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -11520712.000000 Penalty: 13263.746094
	Iteration 27Q: 3 clusters Score -1.152071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -11520728.000000 Penalty: 13263.746094
	Iteration 28Q: 3 clusters Score -1.152073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -11520744.000000 Penalty: 13263.746094
	Iteration 29Q: 3 clusters Score -1.152074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11520754.000000 Penalty: 13263.746094
	Iteration 30Q: 3 clusters Score -1.152075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11520755.000000 Penalty: 13263.746094
	Iteration 31Q: 3 clusters Score -1.152076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11520757.000000 Penalty: 13263.746094
	Iteration 32Q: 3 clusters Score -1.152076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -11520758.000000 Penalty: 13263.746094
	Iteration 33Q: 3 clusters Score -1.152076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -11520762.000000 Penalty: 13263.746094
	Iteration 34Q: 3 clusters Score -1.152076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11520766.000000 Penalty: 13263.746094
	Iteration 35Q: 3 clusters Score -1.152077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -11520781.000000 Penalty: 13263.746094
	Iteration 36Q: 3 clusters Score -1.152078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11520777.000000 Penalty: 13263.746094
	Iteration 37Q: 3 clusters Score -1.152078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -11520778.000000 Penalty: 13263.746094
	Iteration 38Q: 3 clusters Score -1.152078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -11520778.000000 Penalty: 13263.746094
	Iteration 39Q: 3 clusters Score -1.152078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -11520782.000000 Penalty: 13263.746094
	Iteration 40F: 3 clusters Score -1.152078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11520791.000000 Penalty: 13263.746094
	Iteration 41Q: 3 clusters Score -1.152079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -11520784.000000 Penalty: 13263.746094
	Iteration 42Q: 3 clusters Score -1.152078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -11520795.000000 Penalty: 13263.746094
	Iteration 43Q: 3 clusters Score -1.15208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -11520799.000000 Penalty: 13263.746094
	Iteration 44Q: 3 clusters Score -1.15208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -11520809.000000 Penalty: 13263.746094
	Iteration 45Q: 3 clusters Score -1.152081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -11520806.000000 Penalty: 13263.746094
	Iteration 46Q: 3 clusters Score -1.152081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11520804.000000 Penalty: 13263.746094
	Iteration 47Q: 3 clusters Score -1.15208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11520804.000000 Penalty: 13263.746094
	Iteration 48F: 3 clusters Score -1.15208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -60658.335938 Penalty: 3553.797363
	Iteration 0F: 2 clusters Score -60658.34 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 163 members 
Entering Unmasked Estep 
Score: -58028.535156 Penalty: 7107.594727
	Iteration 0F: 3 clusters Score -58028.54 nChanged 19
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: -58203.023438 Penalty: 7107.594727
	Iteration 1F: 3 clusters Score -58203.02 nChanged 8
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: -58278.832031 Penalty: 7107.594727
	Iteration 2Q: 3 clusters Score -58278.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -58339.808594 Penalty: 7107.594727
	Iteration 3Q: 3 clusters Score -58339.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -58347.964844 Penalty: 7107.594727
	Iteration 4Q: 3 clusters Score -58347.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -58353.539062 Penalty: 7107.594727
	Iteration 5Q: 3 clusters Score -58353.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -58353.539062 Penalty: 7107.594727
	Iteration 6F: 3 clusters Score -58353.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Entering Unmasked Estep 
Score: -1794179.000000 Penalty: 5491.110840
	Iteration 0F: 2 clusters Score -1794179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1785343.125000 Penalty: 10982.221680
	Iteration 0F: 3 clusters Score -1785343 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1786938.500000 Penalty: 10982.221680
	Iteration 1F: 3 clusters Score -1786938 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1787294.500000 Penalty: 10982.221680
	Iteration 2F: 3 clusters Score -1787294 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1787474.125000 Penalty: 10982.221680
	Iteration 3Q: 3 clusters Score -1787474 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1787607.625000 Penalty: 10982.221680
	Iteration 4Q: 3 clusters Score -1787608 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1787701.250000 Penalty: 10982.221680
	Iteration 5Q: 3 clusters Score -1787701 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1787787.125000 Penalty: 10982.221680
	Iteration 6Q: 3 clusters Score -1787787 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1787848.250000 Penalty: 10982.221680
	Iteration 7Q: 3 clusters Score -1787848 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1787893.625000 Penalty: 10982.221680
	Iteration 8Q: 3 clusters Score -1787894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1787924.125000 Penalty: 10982.221680
	Iteration 9Q: 3 clusters Score -1787924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1787960.125000 Penalty: 10982.221680
	Iteration 10Q: 3 clusters Score -1787960 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1787982.875000 Penalty: 10982.221680
	Iteration 11Q: 3 clusters Score -1787983 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1788005.500000 Penalty: 10982.221680
	Iteration 12Q: 3 clusters Score -1788006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1788032.000000 Penalty: 10982.221680
	Iteration 13Q: 3 clusters Score -1788032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1788048.500000 Penalty: 10982.221680
	Iteration 14Q: 3 clusters Score -1788048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1788063.125000 Penalty: 10982.221680
	Iteration 15Q: 3 clusters Score -1788063 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1788086.625000 Penalty: 10982.221680
	Iteration 16Q: 3 clusters Score -1788087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1788095.375000 Penalty: 10982.221680
	Iteration 17Q: 3 clusters Score -1788095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1788106.500000 Penalty: 10982.221680
	Iteration 18Q: 3 clusters Score -1788106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1788120.875000 Penalty: 10982.221680
	Iteration 19Q: 3 clusters Score -1788121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1788134.750000 Penalty: 10982.221680
	Iteration 20F: 3 clusters Score -1788135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1788146.500000 Penalty: 10982.221680
	Iteration 21Q: 3 clusters Score -1788146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1788153.875000 Penalty: 10982.221680
	Iteration 22Q: 3 clusters Score -1788154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1788160.000000 Penalty: 10982.221680
	Iteration 23Q: 3 clusters Score -1788160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1788169.375000 Penalty: 10982.221680
	Iteration 24Q: 3 clusters Score -1788169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1788179.875000 Penalty: 10982.221680
	Iteration 25Q: 3 clusters Score -1788180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1788184.750000 Penalty: 10982.221680
	Iteration 26Q: 3 clusters Score -1788185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1788191.875000 Penalty: 10982.221680
	Iteration 27Q: 3 clusters Score -1788192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1788198.750000 Penalty: 10982.221680
	Iteration 28Q: 3 clusters Score -1788199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1788201.750000 Penalty: 10982.221680
	Iteration 29Q: 3 clusters Score -1788202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1788205.500000 Penalty: 10982.221680
	Iteration 30Q: 3 clusters Score -1788206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1788203.375000 Penalty: 10982.221680
	Iteration 31Q: 3 clusters Score -1788203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1788202.125000 Penalty: 10982.221680
	Iteration 32Q: 3 clusters Score -1788202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1788201.000000 Penalty: 10982.221680
	Iteration 33Q: 3 clusters Score -1788201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1788204.875000 Penalty: 10982.221680
	Iteration 34Q: 3 clusters Score -1788205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1788206.750000 Penalty: 10982.221680
	Iteration 35Q: 3 clusters Score -1788207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1788210.250000 Penalty: 10982.221680
	Iteration 36Q: 3 clusters Score -1788210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1788208.750000 Penalty: 10982.221680
	Iteration 37Q: 3 clusters Score -1788209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1788210.500000 Penalty: 10982.221680
	Iteration 38Q: 3 clusters Score -1788210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1788213.000000 Penalty: 10982.221680
	Iteration 39Q: 3 clusters Score -1788213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1788211.625000 Penalty: 10982.221680
	Iteration 40F: 3 clusters Score -1788212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1788213.500000 Penalty: 10982.221680
	Iteration 41Q: 3 clusters Score -1788214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1788211.125000 Penalty: 10982.221680
	Iteration 42Q: 3 clusters Score -1788211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1788212.500000 Penalty: 10982.221680
	Iteration 43Q: 3 clusters Score -1788212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1788214.750000 Penalty: 10982.221680
	Iteration 44Q: 3 clusters Score -1788215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1788215.750000 Penalty: 10982.221680
	Iteration 45Q: 3 clusters Score -1788216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1788214.375000 Penalty: 10982.221680
	Iteration 46Q: 3 clusters Score -1788214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1788217.125000 Penalty: 10982.221680
	Iteration 47Q: 3 clusters Score -1788217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1788218.000000 Penalty: 10982.221680
	Iteration 48Q: 3 clusters Score -1788218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1788218.000000 Penalty: 10982.221680
	Iteration 49F: 3 clusters Score -1788218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Entering Unmasked Estep 
Score: -6815995.000000 Penalty: 6324.739258
	Iteration 0F: 2 clusters Score -6815995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -6792779.000000 Penalty: 12649.478516
	Iteration 0F: 3 clusters Score -6792779 nChanged 12773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -6799846.500000 Penalty: 12649.478516
	Iteration 1F: 3 clusters Score -6799846 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -6801213.000000 Penalty: 12649.478516
	Iteration 2F: 3 clusters Score -6801213 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -6802609.500000 Penalty: 12649.478516
	Iteration 3F: 3 clusters Score -6802610 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -6803967.500000 Penalty: 12649.478516
	Iteration 4F: 3 clusters Score -6803968 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -6805237.500000 Penalty: 12649.478516
	Iteration 5F: 3 clusters Score -6805238 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -6806529.000000 Penalty: 12649.478516
	Iteration 6F: 3 clusters Score -6806529 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -6807766.000000 Penalty: 12649.478516
	Iteration 7F: 3 clusters Score -6807766 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -6808841.500000 Penalty: 12649.478516
	Iteration 8F: 3 clusters Score -6808842 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -6809769.000000 Penalty: 12649.478516
	Iteration 9Q: 3 clusters Score -6809769 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -6810543.000000 Penalty: 12649.478516
	Iteration 10Q: 3 clusters Score -6810543 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -6811197.500000 Penalty: 12649.478516
	Iteration 11Q: 3 clusters Score -6811198 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -6811594.000000 Penalty: 12649.478516
	Iteration 12Q: 3 clusters Score -6811594 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -6811896.000000 Penalty: 12649.478516
	Iteration 13Q: 3 clusters Score -6811896 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -6812109.000000 Penalty: 12649.478516
	Iteration 14Q: 3 clusters Score -6812109 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -6812280.000000 Penalty: 12649.478516
	Iteration 15Q: 3 clusters Score -6812280 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -6812441.000000 Penalty: 12649.478516
	Iteration 16Q: 3 clusters Score -6812441 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -6812532.500000 Penalty: 12649.478516
	Iteration 17Q: 3 clusters Score -6812532 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -6812611.500000 Penalty: 12649.478516
	Iteration 18Q: 3 clusters Score -6812612 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -6812658.000000 Penalty: 12649.478516
	Iteration 19Q: 3 clusters Score -6812658 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -6812696.500000 Penalty: 12649.478516
	Iteration 20F: 3 clusters Score -6812696 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -6812732.500000 Penalty: 12649.478516
	Iteration 21Q: 3 clusters Score -6812732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -6812749.000000 Penalty: 12649.478516
	Iteration 22Q: 3 clusters Score -6812749 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -6812763.500000 Penalty: 12649.478516
	Iteration 23Q: 3 clusters Score -6812764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -6812767.500000 Penalty: 12649.478516
	Iteration 24Q: 3 clusters Score -6812768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -6812792.000000 Penalty: 12649.478516
	Iteration 25Q: 3 clusters Score -6812792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6812812.500000 Penalty: 12649.478516
	Iteration 26Q: 3 clusters Score -6812812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -6812813.000000 Penalty: 12649.478516
	Iteration 27Q: 3 clusters Score -6812813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -6812822.000000 Penalty: 12649.478516
	Iteration 28Q: 3 clusters Score -6812822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -6812817.500000 Penalty: 12649.478516
	Iteration 29Q: 3 clusters Score -6812818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -6812826.000000 Penalty: 12649.478516
	Iteration 30Q: 3 clusters Score -6812826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -6812833.000000 Penalty: 12649.478516
	Iteration 31Q: 3 clusters Score -6812833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -6812839.000000 Penalty: 12649.478516
	Iteration 32Q: 3 clusters Score -6812839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -6812850.000000 Penalty: 12649.478516
	Iteration 33Q: 3 clusters Score -6812850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -6812853.000000 Penalty: 12649.478516
	Iteration 34Q: 3 clusters Score -6812853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -6812851.500000 Penalty: 12649.478516
	Iteration 35Q: 3 clusters Score -6812852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6812856.500000 Penalty: 12649.478516
	Iteration 36Q: 3 clusters Score -6812856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -6812871.500000 Penalty: 12649.478516
	Iteration 37Q: 3 clusters Score -6812872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6812865.000000 Penalty: 12649.478516
	Iteration 38Q: 3 clusters Score -6812865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6812864.000000 Penalty: 12649.478516
	Iteration 39Q: 3 clusters Score -6812864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -6812872.000000 Penalty: 12649.478516
	Iteration 40F: 3 clusters Score -6812872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -6812871.000000 Penalty: 12649.478516
	Iteration 41Q: 3 clusters Score -6812871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -6812871.000000 Penalty: 12649.478516
	Iteration 42F: 3 clusters Score -6812871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -311559.468750 Penalty: 4487.862793
	Iteration 0F: 2 clusters Score -311559.5 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 759 members 
Entering Unmasked Estep 
Score: -307197.218750 Penalty: 8975.725586
	Iteration 0F: 3 clusters Score -307197.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -308562.562500 Penalty: 8975.725586
	Iteration 1F: 3 clusters Score -308562.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -309471.875000 Penalty: 8975.725586
	Iteration 2F: 3 clusters Score -309471.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -310077.437500 Penalty: 8975.725586
	Iteration 3F: 3 clusters Score -310077.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -310700.000000 Penalty: 8975.725586
	Iteration 4F: 3 clusters Score -310700 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -311287.625000 Penalty: 8975.725586
	Iteration 5Q: 3 clusters Score -311287.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -311587.406250 Penalty: 8975.725586
	Iteration 6Q: 3 clusters Score -311587.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -311895.281250 Penalty: 8975.725586
	Iteration 7Q: 3 clusters Score -311895.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -312254.593750 Penalty: 8975.725586
	Iteration 8Q: 3 clusters Score -312254.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -312584.218750 Penalty: 8975.725586
	Iteration 9Q: 3 clusters Score -312584.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -312817.062500 Penalty: 8975.725586
	Iteration 10Q: 3 clusters Score -312817.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -313070.968750 Penalty: 8975.725586
	Iteration 11Q: 3 clusters Score -313071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -313246.906250 Penalty: 8975.725586
	Iteration 12Q: 3 clusters Score -313246.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -313299.718750 Penalty: 8975.725586
	Iteration 13Q: 3 clusters Score -313299.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -313307.281250 Penalty: 8975.725586
	Iteration 14Q: 3 clusters Score -313307.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -313307.281250 Penalty: 8975.725586
	Iteration 15F: 3 clusters Score -313307.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127160 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 9602 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12545 members 
Mstep: Class 9 contains 27713 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5923 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 17986 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11577 members 
Mstep: Class 23 contains 32765 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14057 members 
Mstep: Class 27 contains 643 members 
Entering Unmasked Estep 
Score: -138288928.000000 Penalty: 220472.718750
Splitting cluster 14 changes total score from -138290704.000000 to -138288928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (19850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Entering Unmasked Estep 
Score: -4518854.000000 Penalty: 6061.274902
	Iteration 0F: 2 clusters Score -4518854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -4502411.000000 Penalty: 12122.549805
	Iteration 0F: 3 clusters Score -4502411 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -4506657.500000 Penalty: 12122.549805
	Iteration 1F: 3 clusters Score -4506658 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -4507333.000000 Penalty: 12122.549805
	Iteration 2F: 3 clusters Score -4507333 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -4507787.500000 Penalty: 12122.549805
	Iteration 3F: 3 clusters Score -4507788 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -4508105.000000 Penalty: 12122.549805
	Iteration 4Q: 3 clusters Score -4508105 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -4508373.500000 Penalty: 12122.549805
	Iteration 5Q: 3 clusters Score -4508374 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -4508668.000000 Penalty: 12122.549805
	Iteration 6Q: 3 clusters Score -4508668 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -4508960.500000 Penalty: 12122.549805
	Iteration 7Q: 3 clusters Score -4508960 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -4509220.500000 Penalty: 12122.549805
	Iteration 8Q: 3 clusters Score -4509220 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -4509487.500000 Penalty: 12122.549805
	Iteration 9Q: 3 clusters Score -4509488 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4509740.000000 Penalty: 12122.549805
	Iteration 10Q: 3 clusters Score -4509740 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -4510048.500000 Penalty: 12122.549805
	Iteration 11Q: 3 clusters Score -4510048 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -4510370.000000 Penalty: 12122.549805
	Iteration 12Q: 3 clusters Score -4510370 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -4510741.000000 Penalty: 12122.549805
	Iteration 13Q: 3 clusters Score -4510741 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -4511101.500000 Penalty: 12122.549805
	Iteration 14Q: 3 clusters Score -4511102 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -4511464.000000 Penalty: 12122.549805
	Iteration 15Q: 3 clusters Score -4511464 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -4511861.500000 Penalty: 12122.549805
	Iteration 16Q: 3 clusters Score -4511862 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -4512307.500000 Penalty: 12122.549805
	Iteration 17Q: 3 clusters Score -4512308 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4512688.500000 Penalty: 12122.549805
	Iteration 18Q: 3 clusters Score -4512688 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4512993.000000 Penalty: 12122.549805
	Iteration 19Q: 3 clusters Score -4512993 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4513209.000000 Penalty: 12122.549805
	Iteration 20F: 3 clusters Score -4513209 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4513364.500000 Penalty: 12122.549805
	Iteration 21Q: 3 clusters Score -4513364 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4513476.500000 Penalty: 12122.549805
	Iteration 22Q: 3 clusters Score -4513476 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4513567.000000 Penalty: 12122.549805
	Iteration 23Q: 3 clusters Score -4513567 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4513638.500000 Penalty: 12122.549805
	Iteration 24Q: 3 clusters Score -4513638 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4513684.000000 Penalty: 12122.549805
	Iteration 25Q: 3 clusters Score -4513684 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4513729.500000 Penalty: 12122.549805
	Iteration 26Q: 3 clusters Score -4513730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4513761.000000 Penalty: 12122.549805
	Iteration 27Q: 3 clusters Score -4513761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4513786.000000 Penalty: 12122.549805
	Iteration 28Q: 3 clusters Score -4513786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4513808.500000 Penalty: 12122.549805
	Iteration 29Q: 3 clusters Score -4513808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4513835.500000 Penalty: 12122.549805
	Iteration 30Q: 3 clusters Score -4513836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4513854.500000 Penalty: 12122.549805
	Iteration 31Q: 3 clusters Score -4513854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4513866.000000 Penalty: 12122.549805
	Iteration 32Q: 3 clusters Score -4513866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4513883.500000 Penalty: 12122.549805
	Iteration 33Q: 3 clusters Score -4513884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4513897.500000 Penalty: 12122.549805
	Iteration 34Q: 3 clusters Score -4513898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4513913.500000 Penalty: 12122.549805
	Iteration 35Q: 3 clusters Score -4513914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4513921.000000 Penalty: 12122.549805
	Iteration 36Q: 3 clusters Score -4513921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4513931.000000 Penalty: 12122.549805
	Iteration 37Q: 3 clusters Score -4513931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4513940.000000 Penalty: 12122.549805
	Iteration 38Q: 3 clusters Score -4513940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4513943.500000 Penalty: 12122.549805
	Iteration 39Q: 3 clusters Score -4513944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4513946.500000 Penalty: 12122.549805
	Iteration 40F: 3 clusters Score -4513946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4513950.500000 Penalty: 12122.549805
	Iteration 41Q: 3 clusters Score -4513950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4513957.500000 Penalty: 12122.549805
	Iteration 42Q: 3 clusters Score -4513958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4513964.000000 Penalty: 12122.549805
	Iteration 43Q: 3 clusters Score -4513964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4513966.000000 Penalty: 12122.549805
	Iteration 44Q: 3 clusters Score -4513966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4513972.500000 Penalty: 12122.549805
	Iteration 45Q: 3 clusters Score -4513972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4513972.500000 Penalty: 12122.549805
	Iteration 46Q: 3 clusters Score -4513972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4513972.500000 Penalty: 12122.549805
	Iteration 47Q: 3 clusters Score -4513972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4513972.500000 Penalty: 12122.549805
	Iteration 48Q: 3 clusters Score -4513972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4513972.500000 Penalty: 12122.549805
	Iteration 49F: 3 clusters Score -4513972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -105759.796875 Penalty: 3984.792725
	Iteration 0F: 2 clusters Score -105759.8 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 348 members 
Entering Unmasked Estep 
Score: -102260.398438 Penalty: 7969.585449
	Iteration 0F: 3 clusters Score -102260.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -102671.460938 Penalty: 7969.585449
	Iteration 1F: 3 clusters Score -102671.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -102962.429688 Penalty: 7969.585449
	Iteration 2F: 3 clusters Score -102962.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -103269.804688 Penalty: 7969.585449
	Iteration 3Q: 3 clusters Score -103269.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -103783.726562 Penalty: 7969.585449
	Iteration 4F: 3 clusters Score -103783.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -104393.296875 Penalty: 7969.585449
	Iteration 5Q: 3 clusters Score -104393.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -105072.406250 Penalty: 7969.585449
	Iteration 6F: 3 clusters Score -105072.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -105328.054688 Penalty: 7969.585449
	Iteration 7Q: 3 clusters Score -105328.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -105509.257812 Penalty: 7969.585449
	Iteration 8Q: 3 clusters Score -105509.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -105557.921875 Penalty: 7969.585449
	Iteration 9Q: 3 clusters Score -105557.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -105580.664062 Penalty: 7969.585449
	Iteration 10Q: 3 clusters Score -105580.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -105615.382812 Penalty: 7969.585449
	Iteration 11Q: 3 clusters Score -105615.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -105637.234375 Penalty: 7969.585449
	Iteration 12Q: 3 clusters Score -105637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -105653.257812 Penalty: 7969.585449
	Iteration 13Q: 3 clusters Score -105653.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -105662.953125 Penalty: 7969.585449
	Iteration 14Q: 3 clusters Score -105663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -105665.937500 Penalty: 7969.585449
	Iteration 15F: 3 clusters Score -105665.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -105674.007812 Penalty: 7969.585449
	Iteration 16Q: 3 clusters Score -105674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -105680.632812 Penalty: 7969.585449
	Iteration 17Q: 3 clusters Score -105680.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -105692.484375 Penalty: 7969.585449
	Iteration 18Q: 3 clusters Score -105692.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -105720.570312 Penalty: 7969.585449
	Iteration 19Q: 3 clusters Score -105720.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -105730.554688 Penalty: 7969.585449
	Iteration 20F: 3 clusters Score -105730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -105738.976562 Penalty: 7969.585449
	Iteration 21Q: 3 clusters Score -105739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -105755.421875 Penalty: 7969.585449
	Iteration 22Q: 3 clusters Score -105755.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -105776.593750 Penalty: 7969.585449
	Iteration 23Q: 3 clusters Score -105776.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -105789.578125 Penalty: 7969.585449
	Iteration 24Q: 3 clusters Score -105789.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -105794.476562 Penalty: 7969.585449
	Iteration 25Q: 3 clusters Score -105794.5 nChanged 1
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: -105797.531250 Penalty: 7969.585449
	Iteration 26Q: 3 clusters Score -105797.5 nChanged 0
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: -105797.531250 Penalty: 7969.585449
	Iteration 27F: 3 clusters Score -105797.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127160 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 9602 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12545 members 
Mstep: Class 9 contains 27713 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 364 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5923 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 17986 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11577 members 
Mstep: Class 23 contains 32765 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14057 members 
Mstep: Class 27 contains 305 members 
Entering Unmasked Estep 
Score: -138286592.000000 Penalty: 220472.718750
Splitting cluster 16 changes total score from -138290704.000000 to -138286592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -253873.031250 Penalty: 4368.654785
	Iteration 0F: 2 clusters Score -253873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -249557.453125 Penalty: 8737.309570
	Iteration 0F: 3 clusters Score -249557.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -250118.671875 Penalty: 8737.309570
	Iteration 1F: 3 clusters Score -250118.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -250386.078125 Penalty: 8737.309570
	Iteration 2F: 3 clusters Score -250386.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -250621.890625 Penalty: 8737.309570
	Iteration 3Q: 3 clusters Score -250621.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -250930.921875 Penalty: 8737.309570
	Iteration 4Q: 3 clusters Score -250930.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -251228.937500 Penalty: 8737.309570
	Iteration 5Q: 3 clusters Score -251228.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -251473.968750 Penalty: 8737.309570
	Iteration 6Q: 3 clusters Score -251474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -251823.953125 Penalty: 8737.309570
	Iteration 7Q: 3 clusters Score -251824 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -252424.281250 Penalty: 8737.309570
	Iteration 8Q: 3 clusters Score -252424.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -252763.937500 Penalty: 8737.309570
	Iteration 9Q: 3 clusters Score -252763.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -252977.578125 Penalty: 8737.309570
	Iteration 10Q: 3 clusters Score -252977.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -253075.531250 Penalty: 8737.309570
	Iteration 11Q: 3 clusters Score -253075.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -253134.000000 Penalty: 8737.309570
	Iteration 12Q: 3 clusters Score -253134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -253226.656250 Penalty: 8737.309570
	Iteration 13Q: 3 clusters Score -253226.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -253282.062500 Penalty: 8737.309570
	Iteration 14Q: 3 clusters Score -253282.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -253319.921875 Penalty: 8737.309570
	Iteration 15Q: 3 clusters Score -253319.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -253346.468750 Penalty: 8737.309570
	Iteration 16Q: 3 clusters Score -253346.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -253369.796875 Penalty: 8737.309570
	Iteration 17Q: 3 clusters Score -253369.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -253396.531250 Penalty: 8737.309570
	Iteration 18Q: 3 clusters Score -253396.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -253429.453125 Penalty: 8737.309570
	Iteration 19Q: 3 clusters Score -253429.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -253456.265625 Penalty: 8737.309570
	Iteration 20F: 3 clusters Score -253456.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -253490.656250 Penalty: 8737.309570
	Iteration 21Q: 3 clusters Score -253490.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -253542.562500 Penalty: 8737.309570
	Iteration 22Q: 3 clusters Score -253542.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -253652.859375 Penalty: 8737.309570
	Iteration 23Q: 3 clusters Score -253652.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -253757.046875 Penalty: 8737.309570
	Iteration 24Q: 3 clusters Score -253757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -253822.156250 Penalty: 8737.309570
	Iteration 25Q: 3 clusters Score -253822.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -253874.156250 Penalty: 8737.309570
	Iteration 26Q: 3 clusters Score -253874.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -253956.625000 Penalty: 8737.309570
	Iteration 27Q: 3 clusters Score -253956.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -254119.046875 Penalty: 8737.309570
	Iteration 28Q: 3 clusters Score -254119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -254186.609375 Penalty: 8737.309570
	Iteration 29Q: 3 clusters Score -254186.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -254186.609375 Penalty: 8737.309570
	Iteration 30F: 3 clusters Score -254186.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127160 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 9602 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12545 members 
Mstep: Class 9 contains 27713 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 5923 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 17986 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11577 members 
Mstep: Class 23 contains 32765 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14057 members 
Mstep: Class 27 contains 371 members 
Entering Unmasked Estep 
Score: -138287104.000000 Penalty: 220472.718750
Splitting cluster 17 changes total score from -138290704.000000 to -138287104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (5923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Entering Unmasked Estep 
Score: -1291843.500000 Penalty: 5320.541992
	Iteration 0F: 2 clusters Score -1291844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1284308.375000 Penalty: 10641.083984
	Iteration 0F: 3 clusters Score -1284308 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1286433.000000 Penalty: 10641.083984
	Iteration 1F: 3 clusters Score -1286433 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1287846.500000 Penalty: 10641.083984
	Iteration 2F: 3 clusters Score -1287846 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1289435.375000 Penalty: 10641.083984
	Iteration 3F: 3 clusters Score -1289435 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1290433.250000 Penalty: 10641.083984
	Iteration 4F: 3 clusters Score -1290433 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1291120.250000 Penalty: 10641.083984
	Iteration 5F: 3 clusters Score -1291120 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1291710.125000 Penalty: 10641.083984
	Iteration 6F: 3 clusters Score -1291710 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1292167.750000 Penalty: 10641.083984
	Iteration 7Q: 3 clusters Score -1292168 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1292558.375000 Penalty: 10641.083984
	Iteration 8Q: 3 clusters Score -1292558 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1292786.125000 Penalty: 10641.083984
	Iteration 9Q: 3 clusters Score -1292786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1292932.625000 Penalty: 10641.083984
	Iteration 10Q: 3 clusters Score -1292933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1293006.500000 Penalty: 10641.083984
	Iteration 11Q: 3 clusters Score -1293006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1293051.625000 Penalty: 10641.083984
	Iteration 12Q: 3 clusters Score -1293052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1293084.375000 Penalty: 10641.083984
	Iteration 13Q: 3 clusters Score -1293084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1293099.500000 Penalty: 10641.083984
	Iteration 14Q: 3 clusters Score -1293100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1293101.750000 Penalty: 10641.083984
	Iteration 15Q: 3 clusters Score -1293102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1293103.875000 Penalty: 10641.083984
	Iteration 16Q: 3 clusters Score -1293104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1293105.125000 Penalty: 10641.083984
	Iteration 17Q: 3 clusters Score -1293105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1293105.125000 Penalty: 10641.083984
	Iteration 18F: 3 clusters Score -1293105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127160 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 9602 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12545 members 
Mstep: Class 9 contains 27713 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 4913 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 17986 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11577 members 
Mstep: Class 23 contains 32765 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14057 members 
Mstep: Class 27 contains 1010 members 
Entering Unmasked Estep 
Score: -138289168.000000 Penalty: 220472.718750
Splitting cluster 18 changes total score from -138290704.000000 to -138289168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (36718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Entering Unmasked Estep 
Score: -8372236.500000 Penalty: 6438.001465
	Iteration 0F: 2 clusters Score -8372236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -8345185.500000 Penalty: 12876.002930
	Iteration 0F: 3 clusters Score -8345186 nChanged 15630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -8353424.000000 Penalty: 12876.002930
	Iteration 1F: 3 clusters Score -8353424 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -8354296.000000 Penalty: 12876.002930
	Iteration 2F: 3 clusters Score -8354296 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -8354918.000000 Penalty: 12876.002930
	Iteration 3Q: 3 clusters Score -8354918 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -8355410.000000 Penalty: 12876.002930
	Iteration 4Q: 3 clusters Score -8355410 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -8355823.000000 Penalty: 12876.002930
	Iteration 5Q: 3 clusters Score -8355823 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -8356181.000000 Penalty: 12876.002930
	Iteration 6Q: 3 clusters Score -8356181 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -8356530.000000 Penalty: 12876.002930
	Iteration 7Q: 3 clusters Score -8356530 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -8356810.000000 Penalty: 12876.002930
	Iteration 8Q: 3 clusters Score -8356810 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -8357005.000000 Penalty: 12876.002930
	Iteration 9Q: 3 clusters Score -8357005 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -8357299.500000 Penalty: 12876.002930
	Iteration 10Q: 3 clusters Score -8357300 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -8357603.500000 Penalty: 12876.002930
	Iteration 11Q: 3 clusters Score -8357604 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -8357854.000000 Penalty: 12876.002930
	Iteration 12Q: 3 clusters Score -8357854 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -8358147.500000 Penalty: 12876.002930
	Iteration 13Q: 3 clusters Score -8358148 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -8358454.000000 Penalty: 12876.002930
	Iteration 14Q: 3 clusters Score -8358454 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -8358798.500000 Penalty: 12876.002930
	Iteration 15Q: 3 clusters Score -8358798 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -8359223.500000 Penalty: 12876.002930
	Iteration 16Q: 3 clusters Score -8359224 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -8359789.000000 Penalty: 12876.002930
	Iteration 17Q: 3 clusters Score -8359789 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -8360358.000000 Penalty: 12876.002930
	Iteration 18Q: 3 clusters Score -8360358 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -8361094.500000 Penalty: 12876.002930
	Iteration 19Q: 3 clusters Score -8361094 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -8361833.000000 Penalty: 12876.002930
	Iteration 20F: 3 clusters Score -8361833 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -8362685.000000 Penalty: 12876.002930
	Iteration 21Q: 3 clusters Score -8362685 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -8363541.500000 Penalty: 12876.002930
	Iteration 22Q: 3 clusters Score -8363542 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -8364316.000000 Penalty: 12876.002930
	Iteration 23Q: 3 clusters Score -8364316 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -8364850.500000 Penalty: 12876.002930
	Iteration 24Q: 3 clusters Score -8364850 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -8365355.000000 Penalty: 12876.002930
	Iteration 25Q: 3 clusters Score -8365355 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -8365748.500000 Penalty: 12876.002930
	Iteration 26Q: 3 clusters Score -8365748 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -8366021.000000 Penalty: 12876.002930
	Iteration 27Q: 3 clusters Score -8366021 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -8366217.500000 Penalty: 12876.002930
	Iteration 28Q: 3 clusters Score -8366218 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -8366377.000000 Penalty: 12876.002930
	Iteration 29Q: 3 clusters Score -8366377 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -8366459.000000 Penalty: 12876.002930
	Iteration 30Q: 3 clusters Score -8366459 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -8366508.000000 Penalty: 12876.002930
	Iteration 31Q: 3 clusters Score -8366508 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -8366525.000000 Penalty: 12876.002930
	Iteration 32Q: 3 clusters Score -8366525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -8366573.500000 Penalty: 12876.002930
	Iteration 33Q: 3 clusters Score -8366574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -8366590.000000 Penalty: 12876.002930
	Iteration 34Q: 3 clusters Score -8366590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -8366617.500000 Penalty: 12876.002930
	Iteration 35Q: 3 clusters Score -8366618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -8366625.000000 Penalty: 12876.002930
	Iteration 36Q: 3 clusters Score -8366625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -8366629.000000 Penalty: 12876.002930
	Iteration 37Q: 3 clusters Score -8366629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -8366636.500000 Penalty: 12876.002930
	Iteration 38Q: 3 clusters Score -8366636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -8366651.000000 Penalty: 12876.002930
	Iteration 39Q: 3 clusters Score -8366651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -8366659.500000 Penalty: 12876.002930
	Iteration 40F: 3 clusters Score -8366660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -8366662.000000 Penalty: 12876.002930
	Iteration 41Q: 3 clusters Score -8366662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -8366660.000000 Penalty: 12876.002930
	Iteration 42Q: 3 clusters Score -8366660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -8366692.000000 Penalty: 12876.002930
	Iteration 43Q: 3 clusters Score -8366692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -8366703.000000 Penalty: 12876.002930
	Iteration 44Q: 3 clusters Score -8366703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -8366712.000000 Penalty: 12876.002930
	Iteration 45Q: 3 clusters Score -8366712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -8366714.000000 Penalty: 12876.002930
	Iteration 46Q: 3 clusters Score -8366714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -8366717.500000 Penalty: 12876.002930
	Iteration 47Q: 3 clusters Score -8366718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -8366716.000000 Penalty: 12876.002930
	Iteration 48Q: 3 clusters Score -8366716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -8366735.000000 Penalty: 12876.002930
	Iteration 49Q: 3 clusters Score -8366735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -8366729.500000 Penalty: 12876.002930
	Iteration 50Q: 3 clusters Score -8366730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -8366726.500000 Penalty: 12876.002930
	Iteration 51Q: 3 clusters Score -8366726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -8366731.000000 Penalty: 12876.002930
	Iteration 52Q: 3 clusters Score -8366731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -8366743.500000 Penalty: 12876.002930
	Iteration 53Q: 3 clusters Score -8366744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -8366756.000000 Penalty: 12876.002930
	Iteration 54Q: 3 clusters Score -8366756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -8366766.500000 Penalty: 12876.002930
	Iteration 55Q: 3 clusters Score -8366766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -8366768.500000 Penalty: 12876.002930
	Iteration 56Q: 3 clusters Score -8366768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -8366767.500000 Penalty: 12876.002930
	Iteration 57Q: 3 clusters Score -8366768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -8366767.500000 Penalty: 12876.002930
	Iteration 58F: 3 clusters Score -8366768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Entering Unmasked Estep 
Score: -4092627.250000 Penalty: 6000.876465
	Iteration 0F: 2 clusters Score -4092627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -4077378.500000 Penalty: 12001.752930
	Iteration 0F: 3 clusters Score -4077378 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -4081241.500000 Penalty: 12001.752930
	Iteration 1F: 3 clusters Score -4081242 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -4081790.000000 Penalty: 12001.752930
	Iteration 2F: 3 clusters Score -4081790 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -4082204.750000 Penalty: 12001.752930
	Iteration 3Q: 3 clusters Score -4082205 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -4082502.500000 Penalty: 12001.752930
	Iteration 4Q: 3 clusters Score -4082502 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -4082719.750000 Penalty: 12001.752930
	Iteration 5Q: 3 clusters Score -4082720 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -4082906.500000 Penalty: 12001.752930
	Iteration 6Q: 3 clusters Score -4082906 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -4083031.500000 Penalty: 12001.752930
	Iteration 7Q: 3 clusters Score -4083032 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -4083181.000000 Penalty: 12001.752930
	Iteration 8Q: 3 clusters Score -4083181 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -4083302.000000 Penalty: 12001.752930
	Iteration 9Q: 3 clusters Score -4083302 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -4083423.250000 Penalty: 12001.752930
	Iteration 10Q: 3 clusters Score -4083423 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -4083532.250000 Penalty: 12001.752930
	Iteration 11Q: 3 clusters Score -4083532 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -4083630.250000 Penalty: 12001.752930
	Iteration 12Q: 3 clusters Score -4083630 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -4083752.500000 Penalty: 12001.752930
	Iteration 13Q: 3 clusters Score -4083752 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -4083876.250000 Penalty: 12001.752930
	Iteration 14Q: 3 clusters Score -4083876 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -4084021.750000 Penalty: 12001.752930
	Iteration 15Q: 3 clusters Score -4084022 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -4084151.750000 Penalty: 12001.752930
	Iteration 16Q: 3 clusters Score -4084152 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -4084281.000000 Penalty: 12001.752930
	Iteration 17Q: 3 clusters Score -4084281 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -4084393.500000 Penalty: 12001.752930
	Iteration 18Q: 3 clusters Score -4084394 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -4084525.500000 Penalty: 12001.752930
	Iteration 19Q: 3 clusters Score -4084526 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -4084659.000000 Penalty: 12001.752930
	Iteration 20F: 3 clusters Score -4084659 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -4084822.750000 Penalty: 12001.752930
	Iteration 21Q: 3 clusters Score -4084823 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -4084975.000000 Penalty: 12001.752930
	Iteration 22Q: 3 clusters Score -4084975 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -4085157.250000 Penalty: 12001.752930
	Iteration 23Q: 3 clusters Score -4085157 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -4085343.250000 Penalty: 12001.752930
	Iteration 24Q: 3 clusters Score -4085343 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -4085551.500000 Penalty: 12001.752930
	Iteration 25Q: 3 clusters Score -4085552 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -4085749.000000 Penalty: 12001.752930
	Iteration 26Q: 3 clusters Score -4085749 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -4085941.750000 Penalty: 12001.752930
	Iteration 27Q: 3 clusters Score -4085942 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4086143.750000 Penalty: 12001.752930
	Iteration 28Q: 3 clusters Score -4086144 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -4086331.750000 Penalty: 12001.752930
	Iteration 29Q: 3 clusters Score -4086332 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4086500.750000 Penalty: 12001.752930
	Iteration 30Q: 3 clusters Score -4086501 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4086652.250000 Penalty: 12001.752930
	Iteration 31Q: 3 clusters Score -4086652 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4086785.000000 Penalty: 12001.752930
	Iteration 32Q: 3 clusters Score -4086785 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4086900.000000 Penalty: 12001.752930
	Iteration 33Q: 3 clusters Score -4086900 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4086988.500000 Penalty: 12001.752930
	Iteration 34Q: 3 clusters Score -4086988 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4087078.750000 Penalty: 12001.752930
	Iteration 35Q: 3 clusters Score -4087079 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4087138.750000 Penalty: 12001.752930
	Iteration 36Q: 3 clusters Score -4087139 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4087182.000000 Penalty: 12001.752930
	Iteration 37Q: 3 clusters Score -4087182 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4087210.750000 Penalty: 12001.752930
	Iteration 38Q: 3 clusters Score -4087211 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4087240.250000 Penalty: 12001.752930
	Iteration 39Q: 3 clusters Score -4087240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4087276.750000 Penalty: 12001.752930
	Iteration 40F: 3 clusters Score -4087277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4087301.500000 Penalty: 12001.752930
	Iteration 41Q: 3 clusters Score -4087302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4087323.250000 Penalty: 12001.752930
	Iteration 42Q: 3 clusters Score -4087323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4087351.500000 Penalty: 12001.752930
	Iteration 43Q: 3 clusters Score -4087352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4087358.250000 Penalty: 12001.752930
	Iteration 44Q: 3 clusters Score -4087358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4087377.250000 Penalty: 12001.752930
	Iteration 45Q: 3 clusters Score -4087377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4087386.250000 Penalty: 12001.752930
	Iteration 46Q: 3 clusters Score -4087386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4087396.000000 Penalty: 12001.752930
	Iteration 47Q: 3 clusters Score -4087396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4087403.500000 Penalty: 12001.752930
	Iteration 48Q: 3 clusters Score -4087404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4087411.750000 Penalty: 12001.752930
	Iteration 49Q: 3 clusters Score -4087412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4087418.750000 Penalty: 12001.752930
	Iteration 50Q: 3 clusters Score -4087419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4087428.500000 Penalty: 12001.752930
	Iteration 51Q: 3 clusters Score -4087428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4087430.500000 Penalty: 12001.752930
	Iteration 52Q: 3 clusters Score -4087430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4087438.500000 Penalty: 12001.752930
	Iteration 53Q: 3 clusters Score -4087438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4087444.500000 Penalty: 12001.752930
	Iteration 54Q: 3 clusters Score -4087444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4087451.750000 Penalty: 12001.752930
	Iteration 55Q: 3 clusters Score -4087452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4087457.250000 Penalty: 12001.752930
	Iteration 56Q: 3 clusters Score -4087457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4087470.500000 Penalty: 12001.752930
	Iteration 57Q: 3 clusters Score -4087470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4087469.000000 Penalty: 12001.752930
	Iteration 58Q: 3 clusters Score -4087469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4087475.500000 Penalty: 12001.752930
	Iteration 59Q: 3 clusters Score -4087476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4087475.750000 Penalty: 12001.752930
	Iteration 60F: 3 clusters Score -4087476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4087476.750000 Penalty: 12001.752930
	Iteration 61Q: 3 clusters Score -4087477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4087481.750000 Penalty: 12001.752930
	Iteration 62Q: 3 clusters Score -4087482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4087489.750000 Penalty: 12001.752930
	Iteration 63Q: 3 clusters Score -4087490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4087498.500000 Penalty: 12001.752930
	Iteration 64Q: 3 clusters Score -4087498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4087502.000000 Penalty: 12001.752930
	Iteration 65Q: 3 clusters Score -4087502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4087498.250000 Penalty: 12001.752930
	Iteration 66Q: 3 clusters Score -4087498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4087504.250000 Penalty: 12001.752930
	Iteration 67Q: 3 clusters Score -4087504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4087507.250000 Penalty: 12001.752930
	Iteration 68Q: 3 clusters Score -4087507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4087510.000000 Penalty: 12001.752930
	Iteration 69Q: 3 clusters Score -4087510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4087510.000000 Penalty: 12001.752930
	Iteration 70Q: 3 clusters Score -4087510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4087511.500000 Penalty: 12001.752930
	Iteration 71Q: 3 clusters Score -4087512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4087512.000000 Penalty: 12001.752930
	Iteration 72Q: 3 clusters Score -4087512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4087513.000000 Penalty: 12001.752930
	Iteration 73Q: 3 clusters Score -4087513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4087516.250000 Penalty: 12001.752930
	Iteration 74Q: 3 clusters Score -4087516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4087518.250000 Penalty: 12001.752930
	Iteration 75Q: 3 clusters Score -4087518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4087514.500000 Penalty: 12001.752930
	Iteration 76Q: 3 clusters Score -4087514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4087514.500000 Penalty: 12001.752930
	Iteration 77F: 3 clusters Score -4087514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -67362.500000 Penalty: 3559.323975
	Iteration 0F: 2 clusters Score -67362.5 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 173 members 
Entering Unmasked Estep 
Score: -64362.128906 Penalty: 7118.647949
	Iteration 0F: 3 clusters Score -64362.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -64385.738281 Penalty: 7118.647949
	Iteration 1Q: 3 clusters Score -64385.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -64392.187500 Penalty: 7118.647949
	Iteration 2Q: 3 clusters Score -64392.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -64399.742188 Penalty: 7118.647949
	Iteration 3Q: 3 clusters Score -64399.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -64399.742188 Penalty: 7118.647949
	Iteration 4F: 3 clusters Score -64399.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Entering Unmasked Estep 
Score: -2611168.250000 Penalty: 5731.024902
	Iteration 0F: 2 clusters Score -2611168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2599994.000000 Penalty: 11462.049805
	Iteration 0F: 3 clusters Score -2599994 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2602548.750000 Penalty: 11462.049805
	Iteration 1F: 3 clusters Score -2602549 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2603122.000000 Penalty: 11462.049805
	Iteration 2F: 3 clusters Score -2603122 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2603519.750000 Penalty: 11462.049805
	Iteration 3F: 3 clusters Score -2603520 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2603801.500000 Penalty: 11462.049805
	Iteration 4Q: 3 clusters Score -2603802 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2604025.500000 Penalty: 11462.049805
	Iteration 5Q: 3 clusters Score -2604026 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2604197.250000 Penalty: 11462.049805
	Iteration 6Q: 3 clusters Score -2604197 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2604357.250000 Penalty: 11462.049805
	Iteration 7Q: 3 clusters Score -2604357 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2604504.000000 Penalty: 11462.049805
	Iteration 8Q: 3 clusters Score -2604504 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2604654.500000 Penalty: 11462.049805
	Iteration 9Q: 3 clusters Score -2604654 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2604799.000000 Penalty: 11462.049805
	Iteration 10Q: 3 clusters Score -2604799 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2604932.500000 Penalty: 11462.049805
	Iteration 11Q: 3 clusters Score -2604932 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2605072.000000 Penalty: 11462.049805
	Iteration 12Q: 3 clusters Score -2605072 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2605221.250000 Penalty: 11462.049805
	Iteration 13Q: 3 clusters Score -2605221 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2605395.250000 Penalty: 11462.049805
	Iteration 14Q: 3 clusters Score -2605395 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2605583.250000 Penalty: 11462.049805
	Iteration 15Q: 3 clusters Score -2605583 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2605799.500000 Penalty: 11462.049805
	Iteration 16Q: 3 clusters Score -2605800 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2605994.000000 Penalty: 11462.049805
	Iteration 17Q: 3 clusters Score -2605994 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2606162.750000 Penalty: 11462.049805
	Iteration 18Q: 3 clusters Score -2606163 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2606312.500000 Penalty: 11462.049805
	Iteration 19Q: 3 clusters Score -2606312 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2606450.250000 Penalty: 11462.049805
	Iteration 20F: 3 clusters Score -2606450 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2606573.000000 Penalty: 11462.049805
	Iteration 21Q: 3 clusters Score -2606573 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2606677.750000 Penalty: 11462.049805
	Iteration 22Q: 3 clusters Score -2606678 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2606751.000000 Penalty: 11462.049805
	Iteration 23Q: 3 clusters Score -2606751 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2606808.250000 Penalty: 11462.049805
	Iteration 24Q: 3 clusters Score -2606808 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2606868.500000 Penalty: 11462.049805
	Iteration 25Q: 3 clusters Score -2606868 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2606937.250000 Penalty: 11462.049805
	Iteration 26Q: 3 clusters Score -2606937 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2606979.250000 Penalty: 11462.049805
	Iteration 27Q: 3 clusters Score -2606979 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2607015.500000 Penalty: 11462.049805
	Iteration 28Q: 3 clusters Score -2607016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2607032.000000 Penalty: 11462.049805
	Iteration 29Q: 3 clusters Score -2607032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2607060.500000 Penalty: 11462.049805
	Iteration 30Q: 3 clusters Score -2607060 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2607084.750000 Penalty: 11462.049805
	Iteration 31Q: 3 clusters Score -2607085 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2607099.000000 Penalty: 11462.049805
	Iteration 32Q: 3 clusters Score -2607099 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2607113.000000 Penalty: 11462.049805
	Iteration 33Q: 3 clusters Score -2607113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2607131.000000 Penalty: 11462.049805
	Iteration 34Q: 3 clusters Score -2607131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2607142.250000 Penalty: 11462.049805
	Iteration 35Q: 3 clusters Score -2607142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2607146.750000 Penalty: 11462.049805
	Iteration 36Q: 3 clusters Score -2607147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2607153.750000 Penalty: 11462.049805
	Iteration 37Q: 3 clusters Score -2607154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2607155.250000 Penalty: 11462.049805
	Iteration 38Q: 3 clusters Score -2607155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2607166.500000 Penalty: 11462.049805
	Iteration 39Q: 3 clusters Score -2607166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2607169.000000 Penalty: 11462.049805
	Iteration 40F: 3 clusters Score -2607169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2607172.750000 Penalty: 11462.049805
	Iteration 41Q: 3 clusters Score -2607173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2607173.000000 Penalty: 11462.049805
	Iteration 42Q: 3 clusters Score -2607173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2607183.500000 Penalty: 11462.049805
	Iteration 43Q: 3 clusters Score -2607184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2607180.000000 Penalty: 11462.049805
	Iteration 44Q: 3 clusters Score -2607180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2607188.000000 Penalty: 11462.049805
	Iteration 45Q: 3 clusters Score -2607188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2607188.000000 Penalty: 11462.049805
	Iteration 46Q: 3 clusters Score -2607188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2607190.500000 Penalty: 11462.049805
	Iteration 47Q: 3 clusters Score -2607190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2607197.000000 Penalty: 11462.049805
	Iteration 48Q: 3 clusters Score -2607197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2607201.500000 Penalty: 11462.049805
	Iteration 49Q: 3 clusters Score -2607202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2607199.750000 Penalty: 11462.049805
	Iteration 50Q: 3 clusters Score -2607200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2607200.750000 Penalty: 11462.049805
	Iteration 51Q: 3 clusters Score -2607201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2607203.500000 Penalty: 11462.049805
	Iteration 52Q: 3 clusters Score -2607204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2607205.500000 Penalty: 11462.049805
	Iteration 53Q: 3 clusters Score -2607206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2607211.000000 Penalty: 11462.049805
	Iteration 54Q: 3 clusters Score -2607211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2607211.000000 Penalty: 11462.049805
	Iteration 55Q: 3 clusters Score -2607211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2607206.750000 Penalty: 11462.049805
	Iteration 56Q: 3 clusters Score -2607207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2607204.000000 Penalty: 11462.049805
	Iteration 57Q: 3 clusters Score -2607204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2607208.000000 Penalty: 11462.049805
	Iteration 58Q: 3 clusters Score -2607208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2607208.750000 Penalty: 11462.049805
	Iteration 59Q: 3 clusters Score -2607209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2607207.500000 Penalty: 11462.049805
	Iteration 60F: 3 clusters Score -2607208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2607211.500000 Penalty: 11462.049805
	Iteration 61Q: 3 clusters Score -2607212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2607216.250000 Penalty: 11462.049805
	Iteration 62Q: 3 clusters Score -2607216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2607216.250000 Penalty: 11462.049805
	Iteration 63F: 3 clusters Score -2607216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Entering Unmasked Estep 
Score: -7481428.500000 Penalty: 6368.233398
	Iteration 0F: 2 clusters Score -7481428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -7456852.000000 Penalty: 12736.466797
	Iteration 0F: 3 clusters Score -7456852 nChanged 13930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -7464313.500000 Penalty: 12736.466797
	Iteration 1F: 3 clusters Score -7464314 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -7465049 nChanged 1411
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7465927 nChanged 1017
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Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7466332 nChanged 961
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Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -7466672 nChanged 918
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Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -7467034 nChanged 927
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7467394 nChanged 983
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7467794 nChanged 1005
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Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7468316 nChanged 1113
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Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7468892 nChanged 1212
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Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7470205 nChanged 1247
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Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7470848 nChanged 1212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7471482 nChanged 1083
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Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7471978 nChanged 987
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Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7472434 nChanged 855
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Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7472812 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7473056 nChanged 696
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7473330 nChanged 610
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Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7473585 nChanged 527
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Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7473742 nChanged 408
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Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 19554 members 
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	Iteration 23Q: 3 clusters Score -7473878 nChanged 381
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Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7474052 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7474154 nChanged 267
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7474225 nChanged 280
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Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 20600 members 
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	Iteration 28Q: 3 clusters Score -7474282 nChanged 241
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Mstep: Class 1 contains 11978 members 
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	Iteration 29Q: 3 clusters Score -7474356 nChanged 236
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Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 20977 members 
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	Iteration 30Q: 3 clusters Score -7474440 nChanged 239
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Mstep: Class 2 contains 21174 members 
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Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 21397 members 
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	Iteration 32Q: 3 clusters Score -7474618 nChanged 248
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Mstep: Class 1 contains 11162 members 
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	Iteration 33Q: 3 clusters Score -7474660 nChanged 274
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Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 21821 members 
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Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 22040 members 
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Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 22267 members 
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Mstep: Class 1 contains 10062 members 
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	Iteration 38Q: 3 clusters Score -7475079 nChanged 264
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Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 22937 members 
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Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 23146 members 
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Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 23359 members 
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	Iteration 41Q: 3 clusters Score -7475332 nChanged 255
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Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 23584 members 
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Mstep: Class 1 contains 8969 members 
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Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 23992 members 
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Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 24183 members 
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Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 24400 members 
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Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 24622 members 
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Mstep: Class 1 contains 7926 members 
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	Iteration 48Q: 3 clusters Score -7475966 nChanged 227
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Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 25060 members 
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	Iteration 49Q: 3 clusters Score -7476060 nChanged 215
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Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 25267 members 
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	Iteration 50Q: 3 clusters Score -7476134 nChanged 189
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Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 25444 members 
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	Iteration 51Q: 3 clusters Score -7476206 nChanged 174
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Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 25602 members 
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	Iteration 52Q: 3 clusters Score -7476262 nChanged 163
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Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 25753 members 
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	Iteration 53Q: 3 clusters Score -7476294 nChanged 147
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Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7476328 nChanged 149
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Mstep: Class 1 contains 6726 members 
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	Iteration 55Q: 3 clusters Score -7476382 nChanged 138
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Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7476444 nChanged 135
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Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 26300 members 
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	Iteration 57Q: 3 clusters Score -7476496 nChanged 128
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Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 26424 members 
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	Iteration 58Q: 3 clusters Score -7476504 nChanged 126
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Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 26546 members 
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	Iteration 59Q: 3 clusters Score -7476542 nChanged 106
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Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 26650 members 
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	Iteration 60F: 3 clusters Score -7476584 nChanged 93
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Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 26741 members 
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	Iteration 61Q: 3 clusters Score -7476600 nChanged 79
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Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 26816 members 
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	Iteration 62Q: 3 clusters Score -7476626 nChanged 58
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Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 26872 members 
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	Iteration 63Q: 3 clusters Score -7476633 nChanged 50
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Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 26922 members 
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	Iteration 64Q: 3 clusters Score -7476653 nChanged 64
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Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 26986 members 
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	Iteration 65Q: 3 clusters Score -7476664 nChanged 57
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Mstep: Class 1 contains 5722 members 
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	Iteration 66Q: 3 clusters Score -7476662 nChanged 40
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Mstep: Class 1 contains 5682 members 
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	Iteration 67Q: 3 clusters Score -7476684 nChanged 34
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Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 27117 members 
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	Iteration 68Q: 3 clusters Score -7476696 nChanged 34
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Mstep: Class 1 contains 5616 members 
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	Iteration 69Q: 3 clusters Score -7476707 nChanged 39
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Mstep: Class 1 contains 5577 members 
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	Iteration 70Q: 3 clusters Score -7476708 nChanged 39
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Mstep: Class 1 contains 5538 members 
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	Iteration 71Q: 3 clusters Score -7476722 nChanged 38
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Mstep: Class 1 contains 5500 members 
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	Iteration 72Q: 3 clusters Score -7476722 nChanged 25
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Mstep: Class 1 contains 5477 members 
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	Iteration 73Q: 3 clusters Score -7476728 nChanged 26
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Mstep: Class 1 contains 5451 members 
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	Iteration 74Q: 3 clusters Score -7476729 nChanged 24
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Mstep: Class 1 contains 5427 members 
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	Iteration 75Q: 3 clusters Score -7476731 nChanged 18
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Mstep: Class 1 contains 5411 members 
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	Iteration 76Q: 3 clusters Score -7476742 nChanged 30
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Mstep: Class 1 contains 5381 members 
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	Iteration 77Q: 3 clusters Score -7476742 nChanged 20
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Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 27402 members 
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	Iteration 78Q: 3 clusters Score -7476755 nChanged 14
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	Iteration 79Q: 3 clusters Score -7476746 nChanged 11
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	Iteration 80F: 3 clusters Score -7476763 nChanged 9
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Mstep: Class 1 contains 5329 members 
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	Iteration 81Q: 3 clusters Score -7476772 nChanged 10
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Mstep: Class 1 contains 5319 members 
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	Iteration 82Q: 3 clusters Score -7476764 nChanged 9
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Mstep: Class 1 contains 5310 members 
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	Iteration 83Q: 3 clusters Score -7476760 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
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	Iteration 84Q: 3 clusters Score -7476762 nChanged 2
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	Iteration 85Q: 3 clusters Score -7476760 nChanged 3
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	Iteration 86Q: 3 clusters Score -7476767 nChanged 5
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Mstep: Class 1 contains 5298 members 
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	Iteration 87Q: 3 clusters Score -7476770 nChanged 4
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	Iteration 88Q: 3 clusters Score -7476774 nChanged 3
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	Iteration 89Q: 3 clusters Score -7476782 nChanged 4
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	Iteration 90Q: 3 clusters Score -7476772 nChanged 2
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Mstep: Class 0 contains 0 members 
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	Iteration 91Q: 3 clusters Score -7476776 nChanged 1
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	Iteration 92Q: 3 clusters Score -7476778 nChanged 0
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	Iteration 93F: 3 clusters Score -7476778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -48286.339844 Penalty: 3633.500244
	Iteration 0F: 2 clusters Score -48286.34 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 195 members 
Entering Unmasked Estep 
Score: -45470.890625 Penalty: 7267.000488
	Iteration 0F: 3 clusters Score -45470.89 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46067.445312 Penalty: 7267.000488
	Iteration 1F: 3 clusters Score -46067.45 nChanged 24
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: -46313.277344 Penalty: 7267.000488
	Iteration 2F: 3 clusters Score -46313.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46683.714844 Penalty: 7267.000488
	Iteration 3F: 3 clusters Score -46683.71 nChanged 20
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: -47064.367188 Penalty: 7267.000488
	Iteration 4F: 3 clusters Score -47064.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47285.839844 Penalty: 7267.000488
	Iteration 5Q: 3 clusters Score -47285.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -47466.820312 Penalty: 7267.000488
	Iteration 6Q: 3 clusters Score -47466.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -47532.269531 Penalty: 7267.000488
	Iteration 7Q: 3 clusters Score -47532.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47558.421875 Penalty: 7267.000488
	Iteration 8Q: 3 clusters Score -47558.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47572.718750 Penalty: 7267.000488
	Iteration 9Q: 3 clusters Score -47572.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47572.718750 Penalty: 7267.000488
	Iteration 10F: 3 clusters Score -47572.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -225650.125000 Penalty: 4294.368652
	Iteration 0F: 2 clusters Score -225650.1 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 556 members 
Entering Unmasked Estep 
Score: -221539.093750 Penalty: 8588.737305
	Iteration 0F: 3 clusters Score -221539.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -222129.078125 Penalty: 8588.737305
	Iteration 1F: 3 clusters Score -222129.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -222380.968750 Penalty: 8588.737305
	Iteration 2F: 3 clusters Score -222381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -222542.296875 Penalty: 8588.737305
	Iteration 3Q: 3 clusters Score -222542.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -222671.875000 Penalty: 8588.737305
	Iteration 4Q: 3 clusters Score -222671.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -222809.765625 Penalty: 8588.737305
	Iteration 5Q: 3 clusters Score -222809.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -222851.187500 Penalty: 8588.737305
	Iteration 6Q: 3 clusters Score -222851.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -222882.843750 Penalty: 8588.737305
	Iteration 7Q: 3 clusters Score -222882.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -222911.484375 Penalty: 8588.737305
	Iteration 8Q: 3 clusters Score -222911.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -222920.531250 Penalty: 8588.737305
	Iteration 9Q: 3 clusters Score -222920.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -222922.609375 Penalty: 8588.737305
	Iteration 10Q: 3 clusters Score -222922.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -222922.609375 Penalty: 8588.737305
	Iteration 11F: 3 clusters Score -222922.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Entering Unmasked Estep 
Score: -3190479.750000 Penalty: 5849.911133
	Iteration 0F: 2 clusters Score -3190480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -3177791.500000 Penalty: 11699.822266
	Iteration 0F: 3 clusters Score -3177792 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3180547.750000 Penalty: 11699.822266
	Iteration 1F: 3 clusters Score -3180548 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -3181080.750000 Penalty: 11699.822266
	Iteration 2F: 3 clusters Score -3181081 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -3181421.500000 Penalty: 11699.822266
	Iteration 3Q: 3 clusters Score -3181422 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -3181667.500000 Penalty: 11699.822266
	Iteration 4Q: 3 clusters Score -3181668 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -3181852.250000 Penalty: 11699.822266
	Iteration 5Q: 3 clusters Score -3181852 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -3182023.500000 Penalty: 11699.822266
	Iteration 6Q: 3 clusters Score -3182024 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -3182161.500000 Penalty: 11699.822266
	Iteration 7Q: 3 clusters Score -3182162 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -3182299.000000 Penalty: 11699.822266
	Iteration 8Q: 3 clusters Score -3182299 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -3182443.750000 Penalty: 11699.822266
	Iteration 9Q: 3 clusters Score -3182444 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -3182559.750000 Penalty: 11699.822266
	Iteration 10Q: 3 clusters Score -3182560 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -3182691.750000 Penalty: 11699.822266
	Iteration 11Q: 3 clusters Score -3182692 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3182823.000000 Penalty: 11699.822266
	Iteration 12Q: 3 clusters Score -3182823 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3182975.750000 Penalty: 11699.822266
	Iteration 13Q: 3 clusters Score -3182976 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -3183146.250000 Penalty: 11699.822266
	Iteration 14Q: 3 clusters Score -3183146 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -3183299.250000 Penalty: 11699.822266
	Iteration 15Q: 3 clusters Score -3183299 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -3183460.000000 Penalty: 11699.822266
	Iteration 16Q: 3 clusters Score -3183460 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -3183673.000000 Penalty: 11699.822266
	Iteration 17Q: 3 clusters Score -3183673 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -3183852.500000 Penalty: 11699.822266
	Iteration 18Q: 3 clusters Score -3183852 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -3184055.500000 Penalty: 11699.822266
	Iteration 19Q: 3 clusters Score -3184056 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -3184237.500000 Penalty: 11699.822266
	Iteration 20F: 3 clusters Score -3184238 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3184387.500000 Penalty: 11699.822266
	Iteration 21Q: 3 clusters Score -3184388 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -3184515.000000 Penalty: 11699.822266
	Iteration 22Q: 3 clusters Score -3184515 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -3184618.000000 Penalty: 11699.822266
	Iteration 23Q: 3 clusters Score -3184618 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -3184731.500000 Penalty: 11699.822266
	Iteration 24Q: 3 clusters Score -3184732 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -3184812.750000 Penalty: 11699.822266
	Iteration 25Q: 3 clusters Score -3184813 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -3184911.250000 Penalty: 11699.822266
	Iteration 26Q: 3 clusters Score -3184911 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3184990.000000 Penalty: 11699.822266
	Iteration 27Q: 3 clusters Score -3184990 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3185036.750000 Penalty: 11699.822266
	Iteration 28Q: 3 clusters Score -3185037 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -3185101.250000 Penalty: 11699.822266
	Iteration 29Q: 3 clusters Score -3185101 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -3185151.250000 Penalty: 11699.822266
	Iteration 30Q: 3 clusters Score -3185151 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -3185195.250000 Penalty: 11699.822266
	Iteration 31Q: 3 clusters Score -3185195 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -3185238.750000 Penalty: 11699.822266
	Iteration 32Q: 3 clusters Score -3185239 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -3185290.750000 Penalty: 11699.822266
	Iteration 33Q: 3 clusters Score -3185291 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3185345.250000 Penalty: 11699.822266
	Iteration 34Q: 3 clusters Score -3185345 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -3185384.500000 Penalty: 11699.822266
	Iteration 35Q: 3 clusters Score -3185384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3185427.250000 Penalty: 11699.822266
	Iteration 36Q: 3 clusters Score -3185427 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -3185468.500000 Penalty: 11699.822266
	Iteration 37Q: 3 clusters Score -3185468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -3185508.000000 Penalty: 11699.822266
	Iteration 38Q: 3 clusters Score -3185508 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3185547.250000 Penalty: 11699.822266
	Iteration 39Q: 3 clusters Score -3185547 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3185578.750000 Penalty: 11699.822266
	Iteration 40F: 3 clusters Score -3185579 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3185632.750000 Penalty: 11699.822266
	Iteration 41Q: 3 clusters Score -3185633 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3185687.250000 Penalty: 11699.822266
	Iteration 42Q: 3 clusters Score -3185687 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -3185761.750000 Penalty: 11699.822266
	Iteration 43Q: 3 clusters Score -3185762 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3185822.500000 Penalty: 11699.822266
	Iteration 44Q: 3 clusters Score -3185822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -3185870.000000 Penalty: 11699.822266
	Iteration 45Q: 3 clusters Score -3185870 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -3185905.500000 Penalty: 11699.822266
	Iteration 46Q: 3 clusters Score -3185906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3185942.500000 Penalty: 11699.822266
	Iteration 47Q: 3 clusters Score -3185942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3185957.250000 Penalty: 11699.822266
	Iteration 48Q: 3 clusters Score -3185957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -3185960.250000 Penalty: 11699.822266
	Iteration 49Q: 3 clusters Score -3185960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3185978.250000 Penalty: 11699.822266
	Iteration 50Q: 3 clusters Score -3185978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -3186000.750000 Penalty: 11699.822266
	Iteration 51Q: 3 clusters Score -3186001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3186003.500000 Penalty: 11699.822266
	Iteration 52Q: 3 clusters Score -3186004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3186013.250000 Penalty: 11699.822266
	Iteration 53Q: 3 clusters Score -3186013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3186031.000000 Penalty: 11699.822266
	Iteration 54Q: 3 clusters Score -3186031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3186050.750000 Penalty: 11699.822266
	Iteration 55Q: 3 clusters Score -3186051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3186069.250000 Penalty: 11699.822266
	Iteration 56Q: 3 clusters Score -3186069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3186078.000000 Penalty: 11699.822266
	Iteration 57Q: 3 clusters Score -3186078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3186084.500000 Penalty: 11699.822266
	Iteration 58Q: 3 clusters Score -3186084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -3186100.750000 Penalty: 11699.822266
	Iteration 59Q: 3 clusters Score -3186101 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -3186127.250000 Penalty: 11699.822266
	Iteration 60F: 3 clusters Score -3186127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -3186141.750000 Penalty: 11699.822266
	Iteration 61Q: 3 clusters Score -3186142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3186161.750000 Penalty: 11699.822266
	Iteration 62Q: 3 clusters Score -3186162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -3186172.250000 Penalty: 11699.822266
	Iteration 63Q: 3 clusters Score -3186172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3186198.000000 Penalty: 11699.822266
	Iteration 64Q: 3 clusters Score -3186198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -3186214.000000 Penalty: 11699.822266
	Iteration 65Q: 3 clusters Score -3186214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -3186231.250000 Penalty: 11699.822266
	Iteration 66Q: 3 clusters Score -3186231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3186247.500000 Penalty: 11699.822266
	Iteration 67Q: 3 clusters Score -3186248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3186256.750000 Penalty: 11699.822266
	Iteration 68Q: 3 clusters Score -3186257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -3186261.750000 Penalty: 11699.822266
	Iteration 69Q: 3 clusters Score -3186262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3186271.000000 Penalty: 11699.822266
	Iteration 70Q: 3 clusters Score -3186271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3186285.500000 Penalty: 11699.822266
	Iteration 71Q: 3 clusters Score -3186286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -3186287.750000 Penalty: 11699.822266
	Iteration 72Q: 3 clusters Score -3186288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3186300.750000 Penalty: 11699.822266
	Iteration 73Q: 3 clusters Score -3186301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3186317.250000 Penalty: 11699.822266
	Iteration 74Q: 3 clusters Score -3186317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3186321.250000 Penalty: 11699.822266
	Iteration 75Q: 3 clusters Score -3186321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3186327.750000 Penalty: 11699.822266
	Iteration 76Q: 3 clusters Score -3186328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -3186335.000000 Penalty: 11699.822266
	Iteration 77Q: 3 clusters Score -3186335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -3186341.500000 Penalty: 11699.822266
	Iteration 78Q: 3 clusters Score -3186342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3186346.250000 Penalty: 11699.822266
	Iteration 79Q: 3 clusters Score -3186346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3186348.250000 Penalty: 11699.822266
	Iteration 80F: 3 clusters Score -3186348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3186360.500000 Penalty: 11699.822266
	Iteration 81Q: 3 clusters Score -3186360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3186370.000000 Penalty: 11699.822266
	Iteration 82Q: 3 clusters Score -3186370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3186372.500000 Penalty: 11699.822266
	Iteration 83Q: 3 clusters Score -3186372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -3186383.250000 Penalty: 11699.822266
	Iteration 84Q: 3 clusters Score -3186383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -3186388.500000 Penalty: 11699.822266
	Iteration 85Q: 3 clusters Score -3186388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -3186394.500000 Penalty: 11699.822266
	Iteration 86Q: 3 clusters Score -3186394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -3186400.250000 Penalty: 11699.822266
	Iteration 87Q: 3 clusters Score -3186400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3186405.000000 Penalty: 11699.822266
	Iteration 88Q: 3 clusters Score -3186405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3186413.500000 Penalty: 11699.822266
	Iteration 89Q: 3 clusters Score -3186414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3186413.000000 Penalty: 11699.822266
	Iteration 90Q: 3 clusters Score -3186413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -3186422.750000 Penalty: 11699.822266
	Iteration 91Q: 3 clusters Score -3186423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3186432.250000 Penalty: 11699.822266
	Iteration 92Q: 3 clusters Score -3186432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -3186443.500000 Penalty: 11699.822266
	Iteration 93Q: 3 clusters Score -3186444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -3186443.750000 Penalty: 11699.822266
	Iteration 94Q: 3 clusters Score -3186444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -3186454.750000 Penalty: 11699.822266
	Iteration 95Q: 3 clusters Score -3186455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -3186455.500000 Penalty: 11699.822266
	Iteration 96Q: 3 clusters Score -3186456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -3186459.500000 Penalty: 11699.822266
	Iteration 97Q: 3 clusters Score -3186460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3186467.500000 Penalty: 11699.822266
	Iteration 98Q: 3 clusters Score -3186468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -3186463.000000 Penalty: 11699.822266
	Iteration 99Q: 3 clusters Score -3186463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -3186464.500000 Penalty: 11699.822266
	Iteration 100F: 3 clusters Score -3186464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -3186462.750000 Penalty: 11699.822266
	Iteration 101Q: 3 clusters Score -3186463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -3186460.250000 Penalty: 11699.822266
	Iteration 102Q: 3 clusters Score -3186460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -3186462.250000 Penalty: 11699.822266
	Iteration 103Q: 3 clusters Score -3186462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -3186467.000000 Penalty: 11699.822266
	Iteration 104Q: 3 clusters Score -3186467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3186465.000000 Penalty: 11699.822266
	Iteration 105Q: 3 clusters Score -3186465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3186466.000000 Penalty: 11699.822266
	Iteration 106Q: 3 clusters Score -3186466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3186469.500000 Penalty: 11699.822266
	Iteration 107Q: 3 clusters Score -3186470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -3186469.500000 Penalty: 11699.822266
	Iteration 108Q: 3 clusters Score -3186470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -3186474.500000 Penalty: 11699.822266
	Iteration 109Q: 3 clusters Score -3186474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3186477.000000 Penalty: 11699.822266
	Iteration 110Q: 3 clusters Score -3186477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -3186479.000000 Penalty: 11699.822266
	Iteration 111Q: 3 clusters Score -3186479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -3186474.500000 Penalty: 11699.822266
	Iteration 112Q: 3 clusters Score -3186474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3186478.250000 Penalty: 11699.822266
	Iteration 113Q: 3 clusters Score -3186478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -3186476.250000 Penalty: 11699.822266
	Iteration 114Q: 3 clusters Score -3186476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -3186479.750000 Penalty: 11699.822266
	Iteration 115Q: 3 clusters Score -3186480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -3186481.750000 Penalty: 11699.822266
	Iteration 116Q: 3 clusters Score -3186482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3186481.750000 Penalty: 11699.822266
	Iteration 117Q: 3 clusters Score -3186482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -3186490.250000 Penalty: 11699.822266
	Iteration 118Q: 3 clusters Score -3186490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3186490.000000 Penalty: 11699.822266
	Iteration 119Q: 3 clusters Score -3186490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3186489.500000 Penalty: 11699.822266
	Iteration 120F: 3 clusters Score -3186490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -3186492.000000 Penalty: 11699.822266
	Iteration 121Q: 3 clusters Score -3186492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -3186494.000000 Penalty: 11699.822266
	Iteration 122Q: 3 clusters Score -3186494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3186493.750000 Penalty: 11699.822266
	Iteration 123Q: 3 clusters Score -3186494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3186489.250000 Penalty: 11699.822266
	Iteration 124Q: 3 clusters Score -3186489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -3186495.250000 Penalty: 11699.822266
	Iteration 125Q: 3 clusters Score -3186495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -3186497.000000 Penalty: 11699.822266
	Iteration 126Q: 3 clusters Score -3186497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -3186502.250000 Penalty: 11699.822266
	Iteration 127Q: 3 clusters Score -3186502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -3186503.500000 Penalty: 11699.822266
	Iteration 128Q: 3 clusters Score -3186504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3186503.750000 Penalty: 11699.822266
	Iteration 129Q: 3 clusters Score -3186504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -3186514.000000 Penalty: 11699.822266
	Iteration 130Q: 3 clusters Score -3186514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -3186516.000000 Penalty: 11699.822266
	Iteration 131Q: 3 clusters Score -3186516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3186519.500000 Penalty: 11699.822266
	Iteration 132Q: 3 clusters Score -3186520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -3186528.000000 Penalty: 11699.822266
	Iteration 133Q: 3 clusters Score -3186528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3186531.500000 Penalty: 11699.822266
	Iteration 134Q: 3 clusters Score -3186532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3186536.000000 Penalty: 11699.822266
	Iteration 135Q: 3 clusters Score -3186536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -3186541.250000 Penalty: 11699.822266
	Iteration 136Q: 3 clusters Score -3186541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -3186543.250000 Penalty: 11699.822266
	Iteration 137Q: 3 clusters Score -3186543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -3186540.000000 Penalty: 11699.822266
	Iteration 138Q: 3 clusters Score -3186540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -3186540.000000 Penalty: 11699.822266
	Iteration 139F: 3 clusters Score -3186540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127160 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 9602 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12545 members 
Mstep: Class 9 contains 27713 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5923 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 17986 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11577 members 
Mstep: Class 23 contains 32765 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290688.000000 Penalty: 212307.062500
Iteration 119Q: 27 clusters Score -1.382907e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127153 members 
Mstep: Class 5 contains 170268 members 
Mstep: Class 6 contains 9610 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12545 members 
Mstep: Class 9 contains 27713 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 17986 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11579 members 
Mstep: Class 23 contains 32764 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290672.000000 Penalty: 212307.062500
Iteration 120F: 27 clusters Score -1.382907e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127152 members 
Mstep: Class 5 contains 170269 members 
Mstep: Class 6 contains 9611 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12544 members 
Mstep: Class 9 contains 27713 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 17986 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11579 members 
Mstep: Class 23 contains 32764 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290672.000000 Penalty: 212307.062500
Iteration 121Q: 27 clusters Score -1.382907e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127151 members 
Mstep: Class 5 contains 170272 members 
Mstep: Class 6 contains 9608 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12541 members 
Mstep: Class 9 contains 27713 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 17985 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11581 members 
Mstep: Class 23 contains 32769 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290688.000000 Penalty: 212307.062500
Iteration 122Q: 27 clusters Score -1.382907e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127151 members 
Mstep: Class 5 contains 170271 members 
Mstep: Class 6 contains 9607 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12539 members 
Mstep: Class 9 contains 27713 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 17984 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11583 members 
Mstep: Class 23 contains 32773 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290688.000000 Penalty: 212307.062500
Iteration 123Q: 27 clusters Score -1.382907e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127150 members 
Mstep: Class 5 contains 170270 members 
Mstep: Class 6 contains 9605 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12538 members 
Mstep: Class 9 contains 27713 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7826 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36718 members 
Mstep: Class 20 contains 17983 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11584 members 
Mstep: Class 23 contains 32778 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290736.000000 Penalty: 212307.062500
Iteration 124Q: 27 clusters Score -1.382907e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127149 members 
Mstep: Class 5 contains 170271 members 
Mstep: Class 6 contains 9603 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12535 members 
Mstep: Class 9 contains 27713 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36720 members 
Mstep: Class 20 contains 17982 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11586 members 
Mstep: Class 23 contains 32781 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290672.000000 Penalty: 212307.062500
Iteration 125Q: 27 clusters Score -1.382907e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127151 members 
Mstep: Class 5 contains 170271 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12534 members 
Mstep: Class 9 contains 27713 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36719 members 
Mstep: Class 20 contains 17981 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11586 members 
Mstep: Class 23 contains 32787 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290688.000000 Penalty: 212307.062500
Iteration 126Q: 27 clusters Score -1.382907e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127151 members 
Mstep: Class 5 contains 170271 members 
Mstep: Class 6 contains 9598 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12533 members 
Mstep: Class 9 contains 27713 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36719 members 
Mstep: Class 20 contains 17981 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11585 members 
Mstep: Class 23 contains 32792 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290656.000000 Penalty: 212307.062500
Iteration 127Q: 27 clusters Score -1.382907e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127151 members 
Mstep: Class 5 contains 170272 members 
Mstep: Class 6 contains 9596 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12534 members 
Mstep: Class 9 contains 27713 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36719 members 
Mstep: Class 20 contains 17980 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11585 members 
Mstep: Class 23 contains 32795 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290640.000000 Penalty: 212307.062500
Iteration 128Q: 27 clusters Score -1.382906e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127146 members 
Mstep: Class 5 contains 170272 members 
Mstep: Class 6 contains 9595 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12536 members 
Mstep: Class 9 contains 27713 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36719 members 
Mstep: Class 20 contains 17980 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11585 members 
Mstep: Class 23 contains 32800 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290752.000000 Penalty: 212307.062500
Iteration 129Q: 27 clusters Score -1.382908e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127145 members 
Mstep: Class 5 contains 170270 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12534 members 
Mstep: Class 9 contains 27714 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36719 members 
Mstep: Class 20 contains 17978 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11586 members 
Mstep: Class 23 contains 32811 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290704.000000 Penalty: 212307.062500
Iteration 130Q: 27 clusters Score -1.382907e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127142 members 
Mstep: Class 5 contains 170271 members 
Mstep: Class 6 contains 9585 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12531 members 
Mstep: Class 9 contains 27716 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19851 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36720 members 
Mstep: Class 20 contains 17976 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11589 members 
Mstep: Class 23 contains 32819 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290688.000000 Penalty: 212307.062500
Iteration 131Q: 27 clusters Score -1.382907e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127139 members 
Mstep: Class 5 contains 170270 members 
Mstep: Class 6 contains 9581 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12530 members 
Mstep: Class 9 contains 27717 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19852 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36721 members 
Mstep: Class 20 contains 17974 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11592 members 
Mstep: Class 23 contains 32826 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290752.000000 Penalty: 212307.062500
Iteration 132Q: 27 clusters Score -1.382908e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127140 members 
Mstep: Class 5 contains 170267 members 
Mstep: Class 6 contains 9583 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12530 members 
Mstep: Class 9 contains 27717 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19851 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11590 members 
Mstep: Class 23 contains 32827 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290832.000000 Penalty: 212307.062500
Iteration 133Q: 27 clusters Score -1.382908e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127137 members 
Mstep: Class 5 contains 170267 members 
Mstep: Class 6 contains 9585 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12528 members 
Mstep: Class 9 contains 27717 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19851 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11593 members 
Mstep: Class 23 contains 32829 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290768.000000 Penalty: 212307.062500
Iteration 134Q: 27 clusters Score -1.382908e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127135 members 
Mstep: Class 5 contains 170267 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12527 members 
Mstep: Class 9 contains 27717 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19851 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 32829 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290784.000000 Penalty: 212307.062500
Iteration 135Q: 27 clusters Score -1.382908e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127135 members 
Mstep: Class 5 contains 170267 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12526 members 
Mstep: Class 9 contains 27717 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19851 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 32828 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290768.000000 Penalty: 212307.062500
Iteration 136Q: 27 clusters Score -1.382908e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127136 members 
Mstep: Class 5 contains 170267 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12524 members 
Mstep: Class 9 contains 27717 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19851 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 32828 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290800.000000 Penalty: 212307.062500
Iteration 137Q: 27 clusters Score -1.382908e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127136 members 
Mstep: Class 5 contains 170268 members 
Mstep: Class 6 contains 9588 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12524 members 
Mstep: Class 9 contains 27717 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19851 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11593 members 
Mstep: Class 23 contains 32829 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290768.000000 Penalty: 212307.062500
Iteration 138Q: 27 clusters Score -1.382908e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127136 members 
Mstep: Class 5 contains 170268 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12524 members 
Mstep: Class 9 contains 27717 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19851 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11593 members 
Mstep: Class 23 contains 32829 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290784.000000 Penalty: 212307.062500
Iteration 139Q: 27 clusters Score -1.382908e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127136 members 
Mstep: Class 5 contains 170268 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12524 members 
Mstep: Class 9 contains 27717 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19852 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5921 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 32829 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290816.000000 Penalty: 212307.062500
Iteration 140F: 27 clusters Score -1.382908e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 127135 members 
Mstep: Class 5 contains 170268 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12524 members 
Mstep: Class 9 contains 27718 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7828 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19854 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5921 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11594 members 
Mstep: Class 23 contains 32830 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290784.000000 Penalty: 212307.062500
Iteration 141Q: 27 clusters Score -1.382908e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 127136 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12524 members 
Mstep: Class 9 contains 27718 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19855 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5921 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 32831 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290800.000000 Penalty: 212307.062500
Iteration 142Q: 27 clusters Score -1.382908e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 127136 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12524 members 
Mstep: Class 9 contains 27718 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19854 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5921 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 32835 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290800.000000 Penalty: 212307.062500
Iteration 143Q: 27 clusters Score -1.382908e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 127135 members 
Mstep: Class 5 contains 170264 members 
Mstep: Class 6 contains 9596 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12524 members 
Mstep: Class 9 contains 27718 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19854 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5921 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 32835 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290848.000000 Penalty: 212307.062500
Iteration 144Q: 27 clusters Score -1.382908e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 127133 members 
Mstep: Class 5 contains 170265 members 
Mstep: Class 6 contains 9598 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12524 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19854 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5921 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11594 members 
Mstep: Class 23 contains 32835 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290816.000000 Penalty: 212307.062500
Iteration 145Q: 27 clusters Score -1.382908e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 127131 members 
Mstep: Class 5 contains 170265 members 
Mstep: Class 6 contains 9602 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12523 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19854 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5921 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 32838 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290768.000000 Penalty: 212307.062500
Iteration 146Q: 27 clusters Score -1.382908e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 127133 members 
Mstep: Class 5 contains 170265 members 
Mstep: Class 6 contains 9599 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12523 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19854 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5921 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11597 members 
Mstep: Class 23 contains 32839 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290736.000000 Penalty: 212307.062500
Iteration 147Q: 27 clusters Score -1.382907e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 127135 members 
Mstep: Class 5 contains 170264 members 
Mstep: Class 6 contains 9599 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12524 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19854 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11598 members 
Mstep: Class 23 contains 32839 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290752.000000 Penalty: 212307.062500
Iteration 148Q: 27 clusters Score -1.382908e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 127136 members 
Mstep: Class 5 contains 170264 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 12524 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19854 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5923 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11598 members 
Mstep: Class 23 contains 32840 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290704.000000 Penalty: 212307.062500
Iteration 149Q: 27 clusters Score -1.382907e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 127134 members 
Mstep: Class 5 contains 170265 members 
Mstep: Class 6 contains 9605 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12523 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19854 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5923 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11597 members 
Mstep: Class 23 contains 32842 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 14000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290624.000000 Penalty: 212307.062500
Iteration 150Q: 27 clusters Score -1.382906e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 127134 members 
Mstep: Class 5 contains 170265 members 
Mstep: Class 6 contains 9607 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12523 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19854 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5923 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11598 members 
Mstep: Class 23 contains 32843 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290688.000000 Penalty: 212307.062500
Iteration 151Q: 27 clusters Score -1.382907e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 127135 members 
Mstep: Class 5 contains 170265 members 
Mstep: Class 6 contains 9610 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12523 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19854 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5923 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11597 members 
Mstep: Class 23 contains 32843 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290704.000000 Penalty: 212307.062500
Iteration 152Q: 27 clusters Score -1.382907e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 127137 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 9613 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19854 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5923 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11597 members 
Mstep: Class 23 contains 32845 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290656.000000 Penalty: 212307.062500
Iteration 153Q: 27 clusters Score -1.382907e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 127136 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 9617 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19854 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5923 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17974 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11597 members 
Mstep: Class 23 contains 32849 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290704.000000 Penalty: 212307.062500
Iteration 154Q: 27 clusters Score -1.382907e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 127134 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5923 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17973 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11598 members 
Mstep: Class 23 contains 32858 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290736.000000 Penalty: 212307.062500
Iteration 155Q: 27 clusters Score -1.382907e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 127131 members 
Mstep: Class 5 contains 170265 members 
Mstep: Class 6 contains 9625 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12521 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5923 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17973 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11601 members 
Mstep: Class 23 contains 32861 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290752.000000 Penalty: 212307.062500
Iteration 156Q: 27 clusters Score -1.382908e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 127132 members 
Mstep: Class 5 contains 170265 members 
Mstep: Class 6 contains 9631 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12521 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7826 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5923 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17972 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11600 members 
Mstep: Class 23 contains 32863 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290784.000000 Penalty: 212307.062500
Iteration 157Q: 27 clusters Score -1.382908e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 127131 members 
Mstep: Class 5 contains 170264 members 
Mstep: Class 6 contains 9637 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5923 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17972 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11600 members 
Mstep: Class 23 contains 32865 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290768.000000 Penalty: 212307.062500
Iteration 158Q: 27 clusters Score -1.382908e+08 nChanged 11
Entering ConstructFrom: 
Score: -138290768.000000 Penalty: 212307.062500
Entering ConstructFrom: 
Trying to split cluster 1 (7910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Entering Unmasked Estep 
Score: -1734690.375000 Penalty: 5497.728516
	Iteration 0F: 2 clusters Score -1734690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1725795.250000 Penalty: 10995.457031
	Iteration 0F: 3 clusters Score -1725795 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1727559.250000 Penalty: 10995.457031
	Iteration 1F: 3 clusters Score -1727559 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1728139.500000 Penalty: 10995.457031
	Iteration 2F: 3 clusters Score -1728140 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1728553.875000 Penalty: 10995.457031
	Iteration 3F: 3 clusters Score -1728554 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1728938.000000 Penalty: 10995.457031
	Iteration 4F: 3 clusters Score -1728938 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1729316.125000 Penalty: 10995.457031
	Iteration 5Q: 3 clusters Score -1729316 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1729697.875000 Penalty: 10995.457031
	Iteration 6Q: 3 clusters Score -1729698 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1730084.500000 Penalty: 10995.457031
	Iteration 7Q: 3 clusters Score -1730084 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1730478.250000 Penalty: 10995.457031
	Iteration 8Q: 3 clusters Score -1730478 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1730804.875000 Penalty: 10995.457031
	Iteration 9Q: 3 clusters Score -1730805 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1730980.625000 Penalty: 10995.457031
	Iteration 10Q: 3 clusters Score -1730981 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1731101.375000 Penalty: 10995.457031
	Iteration 11Q: 3 clusters Score -1731101 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1731176.375000 Penalty: 10995.457031
	Iteration 12Q: 3 clusters Score -1731176 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1731237.375000 Penalty: 10995.457031
	Iteration 13Q: 3 clusters Score -1731237 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1731276.625000 Penalty: 10995.457031
	Iteration 14Q: 3 clusters Score -1731277 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1731312.375000 Penalty: 10995.457031
	Iteration 15Q: 3 clusters Score -1731312 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1731340.875000 Penalty: 10995.457031
	Iteration 16Q: 3 clusters Score -1731341 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1731362.125000 Penalty: 10995.457031
	Iteration 17Q: 3 clusters Score -1731362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1731378.375000 Penalty: 10995.457031
	Iteration 18Q: 3 clusters Score -1731378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1731393.875000 Penalty: 10995.457031
	Iteration 19Q: 3 clusters Score -1731394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1731408.625000 Penalty: 10995.457031
	Iteration 20F: 3 clusters Score -1731409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1731413.750000 Penalty: 10995.457031
	Iteration 21Q: 3 clusters Score -1731414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1731423.250000 Penalty: 10995.457031
	Iteration 22Q: 3 clusters Score -1731423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1731434.875000 Penalty: 10995.457031
	Iteration 23Q: 3 clusters Score -1731435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1731442.250000 Penalty: 10995.457031
	Iteration 24Q: 3 clusters Score -1731442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1731442.000000 Penalty: 10995.457031
	Iteration 25Q: 3 clusters Score -1731442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1731449.500000 Penalty: 10995.457031
	Iteration 26Q: 3 clusters Score -1731450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1731450.875000 Penalty: 10995.457031
	Iteration 27Q: 3 clusters Score -1731451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1731455.625000 Penalty: 10995.457031
	Iteration 28Q: 3 clusters Score -1731456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1731458.250000 Penalty: 10995.457031
	Iteration 29Q: 3 clusters Score -1731458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1731458.625000 Penalty: 10995.457031
	Iteration 30Q: 3 clusters Score -1731459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1731456.500000 Penalty: 10995.457031
	Iteration 31Q: 3 clusters Score -1731456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1731460.625000 Penalty: 10995.457031
	Iteration 32Q: 3 clusters Score -1731461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1731468.875000 Penalty: 10995.457031
	Iteration 33Q: 3 clusters Score -1731469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1731466.000000 Penalty: 10995.457031
	Iteration 34Q: 3 clusters Score -1731466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1731467.125000 Penalty: 10995.457031
	Iteration 35Q: 3 clusters Score -1731467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1731467.125000 Penalty: 10995.457031
	Iteration 36F: 3 clusters Score -1731467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Entering Unmasked Estep 
Score: -768064.687500 Penalty: 5003.024414
	Iteration 0F: 2 clusters Score -768064.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -762052.750000 Penalty: 10006.048828
	Iteration 0F: 3 clusters Score -762052.8 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -763450.062500 Penalty: 10006.048828
	Iteration 1F: 3 clusters Score -763450.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -764427.125000 Penalty: 10006.048828
	Iteration 2F: 3 clusters Score -764427.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -765117.062500 Penalty: 10006.048828
	Iteration 3F: 3 clusters Score -765117.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -765674.187500 Penalty: 10006.048828
	Iteration 4F: 3 clusters Score -765674.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -766142.000000 Penalty: 10006.048828
	Iteration 5F: 3 clusters Score -766142 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -766500.062500 Penalty: 10006.048828
	Iteration 6Q: 3 clusters Score -766500.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -766771.500000 Penalty: 10006.048828
	Iteration 7Q: 3 clusters Score -766771.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -766992.937500 Penalty: 10006.048828
	Iteration 8Q: 3 clusters Score -766992.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -767127.187500 Penalty: 10006.048828
	Iteration 9Q: 3 clusters Score -767127.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -767246.625000 Penalty: 10006.048828
	Iteration 10Q: 3 clusters Score -767246.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -767351.375000 Penalty: 10006.048828
	Iteration 11Q: 3 clusters Score -767351.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -767428.500000 Penalty: 10006.048828
	Iteration 12Q: 3 clusters Score -767428.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -767462.625000 Penalty: 10006.048828
	Iteration 13Q: 3 clusters Score -767462.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -767495.312500 Penalty: 10006.048828
	Iteration 14Q: 3 clusters Score -767495.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -767523.687500 Penalty: 10006.048828
	Iteration 15Q: 3 clusters Score -767523.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -767554.187500 Penalty: 10006.048828
	Iteration 16Q: 3 clusters Score -767554.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -767574.625000 Penalty: 10006.048828
	Iteration 17Q: 3 clusters Score -767574.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -767586.125000 Penalty: 10006.048828
	Iteration 18Q: 3 clusters Score -767586.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -767591.250000 Penalty: 10006.048828
	Iteration 19Q: 3 clusters Score -767591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -767593.250000 Penalty: 10006.048828
	Iteration 20F: 3 clusters Score -767593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -767594.375000 Penalty: 10006.048828
	Iteration 21Q: 3 clusters Score -767594.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -767600.750000 Penalty: 10006.048828
	Iteration 22Q: 3 clusters Score -767600.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -767602.125000 Penalty: 10006.048828
	Iteration 23Q: 3 clusters Score -767602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -767605.312500 Penalty: 10006.048828
	Iteration 24Q: 3 clusters Score -767605.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -767609.312500 Penalty: 10006.048828
	Iteration 25Q: 3 clusters Score -767609.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -767611.000000 Penalty: 10006.048828
	Iteration 26Q: 3 clusters Score -767611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -767611.000000 Penalty: 10006.048828
	Iteration 27F: 3 clusters Score -767611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Entering Unmasked Estep 
Score: -3053501.250000 Penalty: 5818.899902
	Iteration 0F: 2 clusters Score -3053501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -3041034.250000 Penalty: 11637.799805
	Iteration 0F: 3 clusters Score -3041034 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -3043821.750000 Penalty: 11637.799805
	Iteration 1F: 3 clusters Score -3043822 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -3044358.250000 Penalty: 11637.799805
	Iteration 2F: 3 clusters Score -3044358 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -3044721.500000 Penalty: 11637.799805
	Iteration 3F: 3 clusters Score -3044722 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -3044988.500000 Penalty: 11637.799805
	Iteration 4Q: 3 clusters Score -3044988 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -3045214.500000 Penalty: 11637.799805
	Iteration 5Q: 3 clusters Score -3045214 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -3045403.750000 Penalty: 11637.799805
	Iteration 6Q: 3 clusters Score -3045404 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3045551.750000 Penalty: 11637.799805
	Iteration 7Q: 3 clusters Score -3045552 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -3045700.500000 Penalty: 11637.799805
	Iteration 8Q: 3 clusters Score -3045700 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -3045827.500000 Penalty: 11637.799805
	Iteration 9Q: 3 clusters Score -3045828 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3045921.000000 Penalty: 11637.799805
	Iteration 10Q: 3 clusters Score -3045921 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -3045999.000000 Penalty: 11637.799805
	Iteration 11Q: 3 clusters Score -3045999 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -3046051.750000 Penalty: 11637.799805
	Iteration 12Q: 3 clusters Score -3046052 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -3046105.500000 Penalty: 11637.799805
	Iteration 13Q: 3 clusters Score -3046106 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -3046141.500000 Penalty: 11637.799805
	Iteration 14Q: 3 clusters Score -3046142 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3046189.750000 Penalty: 11637.799805
	Iteration 15Q: 3 clusters Score -3046190 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -3046230.250000 Penalty: 11637.799805
	Iteration 16Q: 3 clusters Score -3046230 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -3046261.750000 Penalty: 11637.799805
	Iteration 17Q: 3 clusters Score -3046262 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -3046296.250000 Penalty: 11637.799805
	Iteration 18Q: 3 clusters Score -3046296 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -3046321.250000 Penalty: 11637.799805
	Iteration 19Q: 3 clusters Score -3046321 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -3046350.500000 Penalty: 11637.799805
	Iteration 20F: 3 clusters Score -3046350 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -3046372.250000 Penalty: 11637.799805
	Iteration 21Q: 3 clusters Score -3046372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -3046381.750000 Penalty: 11637.799805
	Iteration 22Q: 3 clusters Score -3046382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3046406.750000 Penalty: 11637.799805
	Iteration 23Q: 3 clusters Score -3046407 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -3046419.750000 Penalty: 11637.799805
	Iteration 24Q: 3 clusters Score -3046420 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -3046427.500000 Penalty: 11637.799805
	Iteration 25Q: 3 clusters Score -3046428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3046437.500000 Penalty: 11637.799805
	Iteration 26Q: 3 clusters Score -3046438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -3046438.250000 Penalty: 11637.799805
	Iteration 27Q: 3 clusters Score -3046438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -3046457.250000 Penalty: 11637.799805
	Iteration 28Q: 3 clusters Score -3046457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -3046463.000000 Penalty: 11637.799805
	Iteration 29Q: 3 clusters Score -3046463 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -3046469.500000 Penalty: 11637.799805
	Iteration 30Q: 3 clusters Score -3046470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3046477.750000 Penalty: 11637.799805
	Iteration 31Q: 3 clusters Score -3046478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -3046485.500000 Penalty: 11637.799805
	Iteration 32Q: 3 clusters Score -3046486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -3046490.000000 Penalty: 11637.799805
	Iteration 33Q: 3 clusters Score -3046490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -3046497.000000 Penalty: 11637.799805
	Iteration 34Q: 3 clusters Score -3046497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -3046504.250000 Penalty: 11637.799805
	Iteration 35Q: 3 clusters Score -3046504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3046513.000000 Penalty: 11637.799805
	Iteration 36Q: 3 clusters Score -3046513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -3046513.250000 Penalty: 11637.799805
	Iteration 37Q: 3 clusters Score -3046513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3046525.000000 Penalty: 11637.799805
	Iteration 38Q: 3 clusters Score -3046525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -3046530.250000 Penalty: 11637.799805
	Iteration 39Q: 3 clusters Score -3046530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -3046536.750000 Penalty: 11637.799805
	Iteration 40F: 3 clusters Score -3046537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -3046534.250000 Penalty: 11637.799805
	Iteration 41Q: 3 clusters Score -3046534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3046531.250000 Penalty: 11637.799805
	Iteration 42Q: 3 clusters Score -3046531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -3046534.250000 Penalty: 11637.799805
	Iteration 43Q: 3 clusters Score -3046534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -3046527.250000 Penalty: 11637.799805
	Iteration 44Q: 3 clusters Score -3046527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3046537.500000 Penalty: 11637.799805
	Iteration 45Q: 3 clusters Score -3046538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3046534.500000 Penalty: 11637.799805
	Iteration 46Q: 3 clusters Score -3046534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -3046544.250000 Penalty: 11637.799805
	Iteration 47Q: 3 clusters Score -3046544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -3046545.000000 Penalty: 11637.799805
	Iteration 48Q: 3 clusters Score -3046545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3046552.000000 Penalty: 11637.799805
	Iteration 49Q: 3 clusters Score -3046552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -3046555.250000 Penalty: 11637.799805
	Iteration 50Q: 3 clusters Score -3046555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -3046562.000000 Penalty: 11637.799805
	Iteration 51Q: 3 clusters Score -3046562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -3046556.750000 Penalty: 11637.799805
	Iteration 52Q: 3 clusters Score -3046557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -3046563.500000 Penalty: 11637.799805
	Iteration 53Q: 3 clusters Score -3046564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3046562.750000 Penalty: 11637.799805
	Iteration 54Q: 3 clusters Score -3046563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3046565.500000 Penalty: 11637.799805
	Iteration 55Q: 3 clusters Score -3046566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3046568.750000 Penalty: 11637.799805
	Iteration 56Q: 3 clusters Score -3046569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -3046568.500000 Penalty: 11637.799805
	Iteration 57Q: 3 clusters Score -3046568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -3046567.250000 Penalty: 11637.799805
	Iteration 58Q: 3 clusters Score -3046567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3046580.000000 Penalty: 11637.799805
	Iteration 59Q: 3 clusters Score -3046580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -3046573.500000 Penalty: 11637.799805
	Iteration 60F: 3 clusters Score -3046574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3046577.250000 Penalty: 11637.799805
	Iteration 61Q: 3 clusters Score -3046577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3046574.500000 Penalty: 11637.799805
	Iteration 62Q: 3 clusters Score -3046574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3046571.000000 Penalty: 11637.799805
	Iteration 63Q: 3 clusters Score -3046571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3046572.250000 Penalty: 11637.799805
	Iteration 64Q: 3 clusters Score -3046572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -3046573.750000 Penalty: 11637.799805
	Iteration 65Q: 3 clusters Score -3046574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -3046576.250000 Penalty: 11637.799805
	Iteration 66Q: 3 clusters Score -3046576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -3046569.750000 Penalty: 11637.799805
	Iteration 67Q: 3 clusters Score -3046570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -3046569.250000 Penalty: 11637.799805
	Iteration 68Q: 3 clusters Score -3046569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -3046570.500000 Penalty: 11637.799805
	Iteration 69Q: 3 clusters Score -3046570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -3046573.500000 Penalty: 11637.799805
	Iteration 70Q: 3 clusters Score -3046574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3046572.000000 Penalty: 11637.799805
	Iteration 71Q: 3 clusters Score -3046572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3046573.500000 Penalty: 11637.799805
	Iteration 72Q: 3 clusters Score -3046574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -3046574.500000 Penalty: 11637.799805
	Iteration 73Q: 3 clusters Score -3046574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -3046572.750000 Penalty: 11637.799805
	Iteration 74Q: 3 clusters Score -3046573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -3046572.500000 Penalty: 11637.799805
	Iteration 75Q: 3 clusters Score -3046572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -3046573.500000 Penalty: 11637.799805
	Iteration 76Q: 3 clusters Score -3046574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -3046577.250000 Penalty: 11637.799805
	Iteration 77Q: 3 clusters Score -3046577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -3046577.250000 Penalty: 11637.799805
	Iteration 78F: 3 clusters Score -3046577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (127132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127132 members 
Entering Unmasked Estep 
Score: -29156862.000000 Penalty: 7198.701172
	Iteration 0F: 2 clusters Score -2.915686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63430 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -29071592.000000 Penalty: 14397.402344
	Iteration 0F: 3 clusters Score -2.907159e+07 nChanged 58790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -29104220.000000 Penalty: 14397.402344
	Iteration 1F: 3 clusters Score -2.910422e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -29106550.000000 Penalty: 14397.402344
	Iteration 2Q: 3 clusters Score -2.910655e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -29109934.000000 Penalty: 14397.402344
	Iteration 3Q: 3 clusters Score -2.910993e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57440 members 
Mstep: Class 2 contains 69692 members 
Entering Unmasked Estep 
Score: -29114502.000000 Penalty: 14397.402344
	Iteration 4F: 3 clusters Score -2.91145e+07 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 72600 members 
Entering Unmasked Estep 
Score: -29119524.000000 Penalty: 14397.402344
	Iteration 5F: 3 clusters Score -2.911952e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 76260 members 
Entering Unmasked Estep 
Score: -29124310.000000 Penalty: 14397.402344
	Iteration 6F: 3 clusters Score -2.912431e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 80361 members 
Entering Unmasked Estep 
Score: -29129114.000000 Penalty: 14397.402344
	Iteration 7F: 3 clusters Score -2.912911e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 84713 members 
Entering Unmasked Estep 
Score: -29133112.000000 Penalty: 14397.402344
	Iteration 8F: 3 clusters Score -2.913311e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 89192 members 
Entering Unmasked Estep 
Score: -29136574.000000 Penalty: 14397.402344
	Iteration 9Q: 3 clusters Score -2.913657e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -29139214.000000 Penalty: 14397.402344
	Iteration 10Q: 3 clusters Score -2.913921e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 97365 members 
Entering Unmasked Estep 
Score: -29141688.000000 Penalty: 14397.402344
	Iteration 11Q: 3 clusters Score -2.914169e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 101016 members 
Entering Unmasked Estep 
Score: -29143812.000000 Penalty: 14397.402344
	Iteration 12Q: 3 clusters Score -2.914381e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 104367 members 
Entering Unmasked Estep 
Score: -29145576.000000 Penalty: 14397.402344
	Iteration 13Q: 3 clusters Score -2.914558e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 107255 members 
Entering Unmasked Estep 
Score: -29147078.000000 Penalty: 14397.402344
	Iteration 14Q: 3 clusters Score -2.914708e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 109733 members 
Entering Unmasked Estep 
Score: -29148412.000000 Penalty: 14397.402344
	Iteration 15Q: 3 clusters Score -2.914841e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 111818 members 
Entering Unmasked Estep 
Score: -29149574.000000 Penalty: 14397.402344
	Iteration 16Q: 3 clusters Score -2.914957e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 113579 members 
Entering Unmasked Estep 
Score: -29150614.000000 Penalty: 14397.402344
	Iteration 17Q: 3 clusters Score -2.915061e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 115034 members 
Entering Unmasked Estep 
Score: -29151272.000000 Penalty: 14397.402344
	Iteration 18Q: 3 clusters Score -2.915127e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 116186 members 
Entering Unmasked Estep 
Score: -29152006.000000 Penalty: 14397.402344
	Iteration 19Q: 3 clusters Score -2.915201e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 117160 members 
Entering Unmasked Estep 
Score: -29152640.000000 Penalty: 14397.402344
	Iteration 20F: 3 clusters Score -2.915264e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 117899 members 
Entering Unmasked Estep 
Score: -29153252.000000 Penalty: 14397.402344
	Iteration 21Q: 3 clusters Score -2.915325e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 118471 members 
Entering Unmasked Estep 
Score: -29153678.000000 Penalty: 14397.402344
	Iteration 22Q: 3 clusters Score -2.915368e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 118892 members 
Entering Unmasked Estep 
Score: -29154050.000000 Penalty: 14397.402344
	Iteration 23Q: 3 clusters Score -2.915405e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 119205 members 
Entering Unmasked Estep 
Score: -29154358.000000 Penalty: 14397.402344
	Iteration 24Q: 3 clusters Score -2.915436e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 119430 members 
Entering Unmasked Estep 
Score: -29154570.000000 Penalty: 14397.402344
	Iteration 25Q: 3 clusters Score -2.915457e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 119575 members 
Entering Unmasked Estep 
Score: -29154694.000000 Penalty: 14397.402344
	Iteration 26Q: 3 clusters Score -2.915469e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 119672 members 
Entering Unmasked Estep 
Score: -29154816.000000 Penalty: 14397.402344
	Iteration 27Q: 3 clusters Score -2.915482e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 119747 members 
Entering Unmasked Estep 
Score: -29154852.000000 Penalty: 14397.402344
	Iteration 28Q: 3 clusters Score -2.915485e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 119791 members 
Entering Unmasked Estep 
Score: -29154876.000000 Penalty: 14397.402344
	Iteration 29Q: 3 clusters Score -2.915488e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 119826 members 
Entering Unmasked Estep 
Score: -29154834.000000 Penalty: 14397.402344
	Iteration 30Q: 3 clusters Score -2.915483e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 119844 members 
Entering Unmasked Estep 
Score: -29154854.000000 Penalty: 14397.402344
	Iteration 31Q: 3 clusters Score -2.915485e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 119851 members 
Entering Unmasked Estep 
Score: -29154806.000000 Penalty: 14397.402344
	Iteration 32Q: 3 clusters Score -2.915481e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 119854 members 
Entering Unmasked Estep 
Score: -29154812.000000 Penalty: 14397.402344
	Iteration 33Q: 3 clusters Score -2.915481e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 119852 members 
Entering Unmasked Estep 
Score: -29154832.000000 Penalty: 14397.402344
	Iteration 34Q: 3 clusters Score -2.915483e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 119861 members 
Entering Unmasked Estep 
Score: -29154864.000000 Penalty: 14397.402344
	Iteration 35Q: 3 clusters Score -2.915486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 119871 members 
Entering Unmasked Estep 
Score: -29154878.000000 Penalty: 14397.402344
	Iteration 36Q: 3 clusters Score -2.915488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 119867 members 
Entering Unmasked Estep 
Score: -29154858.000000 Penalty: 14397.402344
	Iteration 37Q: 3 clusters Score -2.915486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 119869 members 
Entering Unmasked Estep 
Score: -29154848.000000 Penalty: 14397.402344
	Iteration 38Q: 3 clusters Score -2.915485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 119869 members 
Entering Unmasked Estep 
Score: -29154852.000000 Penalty: 14397.402344
	Iteration 39Q: 3 clusters Score -2.915485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 119869 members 
Entering Unmasked Estep 
Score: -29154852.000000 Penalty: 14397.402344
	Iteration 40F: 3 clusters Score -2.915485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (170263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170263 members 
Entering Unmasked Estep 
Score: -38520356.000000 Penalty: 7377.623535
	Iteration 0F: 2 clusters Score -3.852036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85211 members 
Mstep: Class 2 contains 85052 members 
Entering Unmasked Estep 
Score: -38405352.000000 Penalty: 14755.247070
	Iteration 0F: 3 clusters Score -3.840535e+07 nChanged 79731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86086 members 
Mstep: Class 2 contains 84177 members 
Entering Unmasked Estep 
Score: -38450688.000000 Penalty: 14755.247070
	Iteration 1F: 3 clusters Score -3.845069e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 83700 members 
Entering Unmasked Estep 
Score: -38451932.000000 Penalty: 14755.247070
	Iteration 2Q: 3 clusters Score -3.845193e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 83070 members 
Entering Unmasked Estep 
Score: -38453412.000000 Penalty: 14755.247070
	Iteration 3Q: 3 clusters Score -3.845341e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88157 members 
Mstep: Class 2 contains 82106 members 
Entering Unmasked Estep 
Score: -38454584.000000 Penalty: 14755.247070
	Iteration 4Q: 3 clusters Score -3.845458e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89471 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -38455872.000000 Penalty: 14755.247070
	Iteration 5Q: 3 clusters Score -3.845587e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91271 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -38457432.000000 Penalty: 14755.247070
	Iteration 6Q: 3 clusters Score -3.845743e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93850 members 
Mstep: Class 2 contains 76413 members 
Entering Unmasked Estep 
Score: -38459028.000000 Penalty: 14755.247070
	Iteration 7Q: 3 clusters Score -3.845903e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -38461368.000000 Penalty: 14755.247070
	Iteration 8Q: 3 clusters Score -3.846137e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102292 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -38464624.000000 Penalty: 14755.247070
	Iteration 9Q: 3 clusters Score -3.846462e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108662 members 
Mstep: Class 2 contains 61601 members 
Entering Unmasked Estep 
Score: -38468696.000000 Penalty: 14755.247070
	Iteration 10Q: 3 clusters Score -3.84687e+07 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116714 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -38474608.000000 Penalty: 14755.247070
	Iteration 11F: 3 clusters Score -3.847461e+07 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125605 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -38481580.000000 Penalty: 14755.247070
	Iteration 12F: 3 clusters Score -3.848158e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134296 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -38488576.000000 Penalty: 14755.247070
	Iteration 13F: 3 clusters Score -3.848858e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141844 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -38494348.000000 Penalty: 14755.247070
	Iteration 14Q: 3 clusters Score -3.849435e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147888 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -38499276.000000 Penalty: 14755.247070
	Iteration 15Q: 3 clusters Score -3.849928e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152538 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -38502884.000000 Penalty: 14755.247070
	Iteration 16Q: 3 clusters Score -3.850288e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156138 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -38505320.000000 Penalty: 14755.247070
	Iteration 17Q: 3 clusters Score -3.850532e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159055 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -38507176.000000 Penalty: 14755.247070
	Iteration 18Q: 3 clusters Score -3.850718e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161436 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -38508644.000000 Penalty: 14755.247070
	Iteration 19Q: 3 clusters Score -3.850864e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163444 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -38510012.000000 Penalty: 14755.247070
	Iteration 20F: 3 clusters Score -3.851001e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165052 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -38510964.000000 Penalty: 14755.247070
	Iteration 21Q: 3 clusters Score -3.851096e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166232 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -38511808.000000 Penalty: 14755.247070
	Iteration 22Q: 3 clusters Score -3.851181e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167084 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -38512416.000000 Penalty: 14755.247070
	Iteration 23Q: 3 clusters Score -3.851242e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167753 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -38512764.000000 Penalty: 14755.247070
	Iteration 24Q: 3 clusters Score -3.851276e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168187 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -38513068.000000 Penalty: 14755.247070
	Iteration 25Q: 3 clusters Score -3.851307e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168466 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -38513300.000000 Penalty: 14755.247070
	Iteration 26Q: 3 clusters Score -3.85133e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168642 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -38513504.000000 Penalty: 14755.247070
	Iteration 27Q: 3 clusters Score -3.85135e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168768 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -38513632.000000 Penalty: 14755.247070
	Iteration 28Q: 3 clusters Score -3.851363e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168861 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -38513656.000000 Penalty: 14755.247070
	Iteration 29Q: 3 clusters Score -3.851366e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168935 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -38513680.000000 Penalty: 14755.247070
	Iteration 30Q: 3 clusters Score -3.851368e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168976 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -38513724.000000 Penalty: 14755.247070
	Iteration 31Q: 3 clusters Score -3.851372e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169007 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -38513780.000000 Penalty: 14755.247070
	Iteration 32Q: 3 clusters Score -3.851378e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169050 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -38513804.000000 Penalty: 14755.247070
	Iteration 33Q: 3 clusters Score -3.85138e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169081 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -38513796.000000 Penalty: 14755.247070
	Iteration 34Q: 3 clusters Score -3.85138e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169111 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -38513824.000000 Penalty: 14755.247070
	Iteration 35Q: 3 clusters Score -3.851382e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169134 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -38513880.000000 Penalty: 14755.247070
	Iteration 36Q: 3 clusters Score -3.851388e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169149 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -38513876.000000 Penalty: 14755.247070
	Iteration 37Q: 3 clusters Score -3.851388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169164 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -38513900.000000 Penalty: 14755.247070
	Iteration 38Q: 3 clusters Score -3.85139e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169182 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -38513936.000000 Penalty: 14755.247070
	Iteration 39Q: 3 clusters Score -3.851394e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169196 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -38513916.000000 Penalty: 14755.247070
	Iteration 40F: 3 clusters Score -3.851392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169203 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -38513936.000000 Penalty: 14755.247070
	Iteration 41Q: 3 clusters Score -3.851394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169208 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -38513940.000000 Penalty: 14755.247070
	Iteration 42Q: 3 clusters Score -3.851394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169215 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -38513940.000000 Penalty: 14755.247070
	Iteration 43Q: 3 clusters Score -3.851394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169223 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -38513960.000000 Penalty: 14755.247070
	Iteration 44Q: 3 clusters Score -3.851396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169233 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -38513976.000000 Penalty: 14755.247070
	Iteration 45Q: 3 clusters Score -3.851398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169241 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -38513992.000000 Penalty: 14755.247070
	Iteration 46Q: 3 clusters Score -3.851399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169242 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -38513996.000000 Penalty: 14755.247070
	Iteration 47Q: 3 clusters Score -3.8514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169246 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -38513988.000000 Penalty: 14755.247070
	Iteration 48Q: 3 clusters Score -3.851399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169248 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -38513976.000000 Penalty: 14755.247070
	Iteration 49Q: 3 clusters Score -3.851398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169248 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -38513976.000000 Penalty: 14755.247070
	Iteration 50F: 3 clusters Score -3.851398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Entering Unmasked Estep 
Score: -2182966.500000 Penalty: 5618.812988
	Iteration 0F: 2 clusters Score -2182966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2172992.750000 Penalty: 11237.625977
	Iteration 0F: 3 clusters Score -2172993 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2174990.500000 Penalty: 11237.625977
	Iteration 1F: 3 clusters Score -2174990 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2175409.250000 Penalty: 11237.625977
	Iteration 2F: 3 clusters Score -2175409 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2175620.500000 Penalty: 11237.625977
	Iteration 3Q: 3 clusters Score -2175620 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2175762.750000 Penalty: 11237.625977
	Iteration 4Q: 3 clusters Score -2175763 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2175880.000000 Penalty: 11237.625977
	Iteration 5Q: 3 clusters Score -2175880 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2175961.750000 Penalty: 11237.625977
	Iteration 6Q: 3 clusters Score -2175962 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2176031.750000 Penalty: 11237.625977
	Iteration 7Q: 3 clusters Score -2176032 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2176078.750000 Penalty: 11237.625977
	Iteration 8Q: 3 clusters Score -2176079 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2176111.500000 Penalty: 11237.625977
	Iteration 9Q: 3 clusters Score -2176112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2176137.500000 Penalty: 11237.625977
	Iteration 10Q: 3 clusters Score -2176138 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2176175.750000 Penalty: 11237.625977
	Iteration 11Q: 3 clusters Score -2176176 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2176207.000000 Penalty: 11237.625977
	Iteration 12Q: 3 clusters Score -2176207 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2176236.750000 Penalty: 11237.625977
	Iteration 13Q: 3 clusters Score -2176237 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2176254.500000 Penalty: 11237.625977
	Iteration 14Q: 3 clusters Score -2176254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2176271.000000 Penalty: 11237.625977
	Iteration 15Q: 3 clusters Score -2176271 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2176281.500000 Penalty: 11237.625977
	Iteration 16Q: 3 clusters Score -2176282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2176297.500000 Penalty: 11237.625977
	Iteration 17Q: 3 clusters Score -2176298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2176303.500000 Penalty: 11237.625977
	Iteration 18Q: 3 clusters Score -2176304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2176315.000000 Penalty: 11237.625977
	Iteration 19Q: 3 clusters Score -2176315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2176320.500000 Penalty: 11237.625977
	Iteration 20F: 3 clusters Score -2176320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2176336.750000 Penalty: 11237.625977
	Iteration 21Q: 3 clusters Score -2176337 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2176343.250000 Penalty: 11237.625977
	Iteration 22Q: 3 clusters Score -2176343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2176348.250000 Penalty: 11237.625977
	Iteration 23Q: 3 clusters Score -2176348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2176359.500000 Penalty: 11237.625977
	Iteration 24Q: 3 clusters Score -2176360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2176372.250000 Penalty: 11237.625977
	Iteration 25Q: 3 clusters Score -2176372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2176377.500000 Penalty: 11237.625977
	Iteration 26Q: 3 clusters Score -2176378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2176378.750000 Penalty: 11237.625977
	Iteration 27Q: 3 clusters Score -2176379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2176378.000000 Penalty: 11237.625977
	Iteration 28Q: 3 clusters Score -2176378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2176387.000000 Penalty: 11237.625977
	Iteration 29Q: 3 clusters Score -2176387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2176391.750000 Penalty: 11237.625977
	Iteration 30Q: 3 clusters Score -2176392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2176393.750000 Penalty: 11237.625977
	Iteration 31Q: 3 clusters Score -2176394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2176398.250000 Penalty: 11237.625977
	Iteration 32Q: 3 clusters Score -2176398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2176412.250000 Penalty: 11237.625977
	Iteration 33Q: 3 clusters Score -2176412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2176414.250000 Penalty: 11237.625977
	Iteration 34Q: 3 clusters Score -2176414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2176420.250000 Penalty: 11237.625977
	Iteration 35Q: 3 clusters Score -2176420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2176428.750000 Penalty: 11237.625977
	Iteration 36Q: 3 clusters Score -2176429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2176437.500000 Penalty: 11237.625977
	Iteration 37Q: 3 clusters Score -2176438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2176451.750000 Penalty: 11237.625977
	Iteration 38Q: 3 clusters Score -2176452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2176456.250000 Penalty: 11237.625977
	Iteration 39Q: 3 clusters Score -2176456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2176461.750000 Penalty: 11237.625977
	Iteration 40F: 3 clusters Score -2176462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2176472.500000 Penalty: 11237.625977
	Iteration 41Q: 3 clusters Score -2176472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2176485.250000 Penalty: 11237.625977
	Iteration 42Q: 3 clusters Score -2176485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2176492.750000 Penalty: 11237.625977
	Iteration 43Q: 3 clusters Score -2176493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2176499.750000 Penalty: 11237.625977
	Iteration 44Q: 3 clusters Score -2176500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2176506.750000 Penalty: 11237.625977
	Iteration 45Q: 3 clusters Score -2176507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2176505.250000 Penalty: 11237.625977
	Iteration 46Q: 3 clusters Score -2176505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2176509.250000 Penalty: 11237.625977
	Iteration 47Q: 3 clusters Score -2176509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2176511.250000 Penalty: 11237.625977
	Iteration 48Q: 3 clusters Score -2176511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2176515.250000 Penalty: 11237.625977
	Iteration 49Q: 3 clusters Score -2176515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2176516.500000 Penalty: 11237.625977
	Iteration 50Q: 3 clusters Score -2176516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2176519.750000 Penalty: 11237.625977
	Iteration 51Q: 3 clusters Score -2176520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2176523.250000 Penalty: 11237.625977
	Iteration 52Q: 3 clusters Score -2176523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2176523.500000 Penalty: 11237.625977
	Iteration 53Q: 3 clusters Score -2176524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2176523.750000 Penalty: 11237.625977
	Iteration 54Q: 3 clusters Score -2176524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2176523.750000 Penalty: 11237.625977
	Iteration 55F: 3 clusters Score -2176524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Entering Unmasked Estep 
Score: -2547242.500000 Penalty: 5705.860840
	Iteration 0F: 2 clusters Score -2547242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2536315.250000 Penalty: 11411.721680
	Iteration 0F: 3 clusters Score -2536315 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2538652.000000 Penalty: 11411.721680
	Iteration 1F: 3 clusters Score -2538652 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2539097.250000 Penalty: 11411.721680
	Iteration 2F: 3 clusters Score -2539097 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2539330.000000 Penalty: 11411.721680
	Iteration 3Q: 3 clusters Score -2539330 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2539505.000000 Penalty: 11411.721680
	Iteration 4Q: 3 clusters Score -2539505 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2539622.000000 Penalty: 11411.721680
	Iteration 5Q: 3 clusters Score -2539622 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2539721.000000 Penalty: 11411.721680
	Iteration 6Q: 3 clusters Score -2539721 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2539802.750000 Penalty: 11411.721680
	Iteration 7Q: 3 clusters Score -2539803 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2539861.250000 Penalty: 11411.721680
	Iteration 8Q: 3 clusters Score -2539861 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2539891.750000 Penalty: 11411.721680
	Iteration 9Q: 3 clusters Score -2539892 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2539937.750000 Penalty: 11411.721680
	Iteration 10Q: 3 clusters Score -2539938 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2539971.750000 Penalty: 11411.721680
	Iteration 11Q: 3 clusters Score -2539972 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2539999.250000 Penalty: 11411.721680
	Iteration 12Q: 3 clusters Score -2539999 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2540032.000000 Penalty: 11411.721680
	Iteration 13Q: 3 clusters Score -2540032 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2540058.750000 Penalty: 11411.721680
	Iteration 14Q: 3 clusters Score -2540059 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2540085.500000 Penalty: 11411.721680
	Iteration 15Q: 3 clusters Score -2540086 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2540114.500000 Penalty: 11411.721680
	Iteration 16Q: 3 clusters Score -2540114 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2540149.000000 Penalty: 11411.721680
	Iteration 17Q: 3 clusters Score -2540149 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2540190.500000 Penalty: 11411.721680
	Iteration 18Q: 3 clusters Score -2540190 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2540227.750000 Penalty: 11411.721680
	Iteration 19Q: 3 clusters Score -2540228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2540256.750000 Penalty: 11411.721680
	Iteration 20F: 3 clusters Score -2540257 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2540281.250000 Penalty: 11411.721680
	Iteration 21Q: 3 clusters Score -2540281 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2540321.750000 Penalty: 11411.721680
	Iteration 22Q: 3 clusters Score -2540322 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2540357.000000 Penalty: 11411.721680
	Iteration 23Q: 3 clusters Score -2540357 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2540387.750000 Penalty: 11411.721680
	Iteration 24Q: 3 clusters Score -2540388 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2540428.250000 Penalty: 11411.721680
	Iteration 25Q: 3 clusters Score -2540428 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2540476.500000 Penalty: 11411.721680
	Iteration 26Q: 3 clusters Score -2540476 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2540529.250000 Penalty: 11411.721680
	Iteration 27Q: 3 clusters Score -2540529 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2540575.000000 Penalty: 11411.721680
	Iteration 28Q: 3 clusters Score -2540575 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2540616.500000 Penalty: 11411.721680
	Iteration 29Q: 3 clusters Score -2540616 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2540678.250000 Penalty: 11411.721680
	Iteration 30Q: 3 clusters Score -2540678 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2540735.500000 Penalty: 11411.721680
	Iteration 31Q: 3 clusters Score -2540736 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2540789.000000 Penalty: 11411.721680
	Iteration 32Q: 3 clusters Score -2540789 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2540849.500000 Penalty: 11411.721680
	Iteration 33Q: 3 clusters Score -2540850 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2540917.250000 Penalty: 11411.721680
	Iteration 34Q: 3 clusters Score -2540917 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2540981.000000 Penalty: 11411.721680
	Iteration 35Q: 3 clusters Score -2540981 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2541039.000000 Penalty: 11411.721680
	Iteration 36Q: 3 clusters Score -2541039 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2541121.500000 Penalty: 11411.721680
	Iteration 37Q: 3 clusters Score -2541122 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2541198.000000 Penalty: 11411.721680
	Iteration 38Q: 3 clusters Score -2541198 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2541286.250000 Penalty: 11411.721680
	Iteration 39Q: 3 clusters Score -2541286 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2541352.250000 Penalty: 11411.721680
	Iteration 40F: 3 clusters Score -2541352 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2541418.750000 Penalty: 11411.721680
	Iteration 41Q: 3 clusters Score -2541419 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2541496.500000 Penalty: 11411.721680
	Iteration 42Q: 3 clusters Score -2541496 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2541548.750000 Penalty: 11411.721680
	Iteration 43Q: 3 clusters Score -2541549 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2541614.250000 Penalty: 11411.721680
	Iteration 44Q: 3 clusters Score -2541614 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2541669.250000 Penalty: 11411.721680
	Iteration 45Q: 3 clusters Score -2541669 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2541727.500000 Penalty: 11411.721680
	Iteration 46Q: 3 clusters Score -2541728 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2541778.250000 Penalty: 11411.721680
	Iteration 47Q: 3 clusters Score -2541778 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2541828.500000 Penalty: 11411.721680
	Iteration 48Q: 3 clusters Score -2541828 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2541880.750000 Penalty: 11411.721680
	Iteration 49Q: 3 clusters Score -2541881 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2541927.750000 Penalty: 11411.721680
	Iteration 50Q: 3 clusters Score -2541928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2541958.750000 Penalty: 11411.721680
	Iteration 51Q: 3 clusters Score -2541959 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2541993.250000 Penalty: 11411.721680
	Iteration 52Q: 3 clusters Score -2541993 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2542020.250000 Penalty: 11411.721680
	Iteration 53Q: 3 clusters Score -2542020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2542040.500000 Penalty: 11411.721680
	Iteration 54Q: 3 clusters Score -2542040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2542049.500000 Penalty: 11411.721680
	Iteration 55Q: 3 clusters Score -2542050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2542053.000000 Penalty: 11411.721680
	Iteration 56Q: 3 clusters Score -2542053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2542052.500000 Penalty: 11411.721680
	Iteration 57Q: 3 clusters Score -2542052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2542068.500000 Penalty: 11411.721680
	Iteration 58Q: 3 clusters Score -2542068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2542073.750000 Penalty: 11411.721680
	Iteration 59Q: 3 clusters Score -2542074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2542086.750000 Penalty: 11411.721680
	Iteration 60F: 3 clusters Score -2542087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2542091.750000 Penalty: 11411.721680
	Iteration 61Q: 3 clusters Score -2542092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2542098.750000 Penalty: 11411.721680
	Iteration 62Q: 3 clusters Score -2542099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2542103.750000 Penalty: 11411.721680
	Iteration 63Q: 3 clusters Score -2542104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2542112.500000 Penalty: 11411.721680
	Iteration 64Q: 3 clusters Score -2542112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2542128.750000 Penalty: 11411.721680
	Iteration 65Q: 3 clusters Score -2542129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2542139.250000 Penalty: 11411.721680
	Iteration 66Q: 3 clusters Score -2542139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2542146.000000 Penalty: 11411.721680
	Iteration 67Q: 3 clusters Score -2542146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2542153.250000 Penalty: 11411.721680
	Iteration 68Q: 3 clusters Score -2542153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2542155.500000 Penalty: 11411.721680
	Iteration 69Q: 3 clusters Score -2542156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2542162.500000 Penalty: 11411.721680
	Iteration 70Q: 3 clusters Score -2542162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2542171.000000 Penalty: 11411.721680
	Iteration 71Q: 3 clusters Score -2542171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2542166.750000 Penalty: 11411.721680
	Iteration 72Q: 3 clusters Score -2542167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2542167.500000 Penalty: 11411.721680
	Iteration 73Q: 3 clusters Score -2542168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2542164.750000 Penalty: 11411.721680
	Iteration 74Q: 3 clusters Score -2542165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2542172.500000 Penalty: 11411.721680
	Iteration 75Q: 3 clusters Score -2542172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2542170.250000 Penalty: 11411.721680
	Iteration 76Q: 3 clusters Score -2542170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2542171.250000 Penalty: 11411.721680
	Iteration 77Q: 3 clusters Score -2542171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2542174.000000 Penalty: 11411.721680
	Iteration 78Q: 3 clusters Score -2542174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2542180.500000 Penalty: 11411.721680
	Iteration 79Q: 3 clusters Score -2542180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2542179.750000 Penalty: 11411.721680
	Iteration 80F: 3 clusters Score -2542180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2542183.000000 Penalty: 11411.721680
	Iteration 81Q: 3 clusters Score -2542183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2542183.250000 Penalty: 11411.721680
	Iteration 82Q: 3 clusters Score -2542183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2542182.500000 Penalty: 11411.721680
	Iteration 83Q: 3 clusters Score -2542182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2542186.250000 Penalty: 11411.721680
	Iteration 84Q: 3 clusters Score -2542186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2542186.250000 Penalty: 11411.721680
	Iteration 85F: 3 clusters Score -2542186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Entering Unmasked Estep 
Score: -2718831.500000 Penalty: 5779.085938
	Iteration 0F: 2 clusters Score -2718832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2706956.500000 Penalty: 11558.171875
	Iteration 0F: 3 clusters Score -2706956 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2709736.750000 Penalty: 11558.171875
	Iteration 1F: 3 clusters Score -2709737 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2710318.500000 Penalty: 11558.171875
	Iteration 2F: 3 clusters Score -2710318 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2710688.750000 Penalty: 11558.171875
	Iteration 3F: 3 clusters Score -2710689 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2710950.000000 Penalty: 11558.171875
	Iteration 4Q: 3 clusters Score -2710950 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2711157.500000 Penalty: 11558.171875
	Iteration 5Q: 3 clusters Score -2711158 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2711332.500000 Penalty: 11558.171875
	Iteration 6Q: 3 clusters Score -2711332 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2711513.750000 Penalty: 11558.171875
	Iteration 7Q: 3 clusters Score -2711514 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2711663.750000 Penalty: 11558.171875
	Iteration 8Q: 3 clusters Score -2711664 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2711812.250000 Penalty: 11558.171875
	Iteration 9Q: 3 clusters Score -2711812 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2711944.250000 Penalty: 11558.171875
	Iteration 10Q: 3 clusters Score -2711944 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2712047.250000 Penalty: 11558.171875
	Iteration 11Q: 3 clusters Score -2712047 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2712145.500000 Penalty: 11558.171875
	Iteration 12Q: 3 clusters Score -2712146 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2712254.500000 Penalty: 11558.171875
	Iteration 13Q: 3 clusters Score -2712254 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2712367.000000 Penalty: 11558.171875
	Iteration 14Q: 3 clusters Score -2712367 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2712483.500000 Penalty: 11558.171875
	Iteration 15Q: 3 clusters Score -2712484 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2712600.000000 Penalty: 11558.171875
	Iteration 16Q: 3 clusters Score -2712600 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2712738.500000 Penalty: 11558.171875
	Iteration 17Q: 3 clusters Score -2712738 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2712861.750000 Penalty: 11558.171875
	Iteration 18Q: 3 clusters Score -2712862 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2712964.750000 Penalty: 11558.171875
	Iteration 19Q: 3 clusters Score -2712965 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2713068.250000 Penalty: 11558.171875
	Iteration 20F: 3 clusters Score -2713068 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2713140.000000 Penalty: 11558.171875
	Iteration 21Q: 3 clusters Score -2713140 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2713223.000000 Penalty: 11558.171875
	Iteration 22Q: 3 clusters Score -2713223 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2713282.500000 Penalty: 11558.171875
	Iteration 23Q: 3 clusters Score -2713282 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2713363.000000 Penalty: 11558.171875
	Iteration 24Q: 3 clusters Score -2713363 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2713420.000000 Penalty: 11558.171875
	Iteration 25Q: 3 clusters Score -2713420 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2713480.500000 Penalty: 11558.171875
	Iteration 26Q: 3 clusters Score -2713480 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2713534.500000 Penalty: 11558.171875
	Iteration 27Q: 3 clusters Score -2713534 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2713582.250000 Penalty: 11558.171875
	Iteration 28Q: 3 clusters Score -2713582 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2713612.500000 Penalty: 11558.171875
	Iteration 29Q: 3 clusters Score -2713612 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2713640.750000 Penalty: 11558.171875
	Iteration 30Q: 3 clusters Score -2713641 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2713688.750000 Penalty: 11558.171875
	Iteration 31Q: 3 clusters Score -2713689 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2713721.000000 Penalty: 11558.171875
	Iteration 32Q: 3 clusters Score -2713721 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2713745.250000 Penalty: 11558.171875
	Iteration 33Q: 3 clusters Score -2713745 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2713772.000000 Penalty: 11558.171875
	Iteration 34Q: 3 clusters Score -2713772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2713796.250000 Penalty: 11558.171875
	Iteration 35Q: 3 clusters Score -2713796 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2713816.750000 Penalty: 11558.171875
	Iteration 36Q: 3 clusters Score -2713817 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2713834.750000 Penalty: 11558.171875
	Iteration 37Q: 3 clusters Score -2713835 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2713841.000000 Penalty: 11558.171875
	Iteration 38Q: 3 clusters Score -2713841 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2713864.500000 Penalty: 11558.171875
	Iteration 39Q: 3 clusters Score -2713864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2713888.500000 Penalty: 11558.171875
	Iteration 40F: 3 clusters Score -2713888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2713907.250000 Penalty: 11558.171875
	Iteration 41Q: 3 clusters Score -2713907 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2713922.500000 Penalty: 11558.171875
	Iteration 42Q: 3 clusters Score -2713922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2713936.500000 Penalty: 11558.171875
	Iteration 43Q: 3 clusters Score -2713936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2713942.750000 Penalty: 11558.171875
	Iteration 44Q: 3 clusters Score -2713943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2713939.500000 Penalty: 11558.171875
	Iteration 45Q: 3 clusters Score -2713940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2713949.750000 Penalty: 11558.171875
	Iteration 46Q: 3 clusters Score -2713950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2713948.250000 Penalty: 11558.171875
	Iteration 47Q: 3 clusters Score -2713948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2713954.000000 Penalty: 11558.171875
	Iteration 48Q: 3 clusters Score -2713954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2713958.750000 Penalty: 11558.171875
	Iteration 49Q: 3 clusters Score -2713959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2713959.000000 Penalty: 11558.171875
	Iteration 50Q: 3 clusters Score -2713959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2713976.000000 Penalty: 11558.171875
	Iteration 51Q: 3 clusters Score -2713976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2713976.000000 Penalty: 11558.171875
	Iteration 52Q: 3 clusters Score -2713976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2713978.500000 Penalty: 11558.171875
	Iteration 53Q: 3 clusters Score -2713978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2713982.500000 Penalty: 11558.171875
	Iteration 54Q: 3 clusters Score -2713982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2713991.250000 Penalty: 11558.171875
	Iteration 55Q: 3 clusters Score -2713991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2713989.000000 Penalty: 11558.171875
	Iteration 56Q: 3 clusters Score -2713989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2713999.750000 Penalty: 11558.171875
	Iteration 57Q: 3 clusters Score -2714000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2714004.750000 Penalty: 11558.171875
	Iteration 58Q: 3 clusters Score -2714005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2714005.500000 Penalty: 11558.171875
	Iteration 59Q: 3 clusters Score -2714006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2713997.750000 Penalty: 11558.171875
	Iteration 60F: 3 clusters Score -2713998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2714004.250000 Penalty: 11558.171875
	Iteration 61Q: 3 clusters Score -2714004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2714013.500000 Penalty: 11558.171875
	Iteration 62Q: 3 clusters Score -2714014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2714011.500000 Penalty: 11558.171875
	Iteration 63Q: 3 clusters Score -2714012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2714013.250000 Penalty: 11558.171875
	Iteration 64Q: 3 clusters Score -2714013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2714017.000000 Penalty: 11558.171875
	Iteration 65Q: 3 clusters Score -2714017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2714024.250000 Penalty: 11558.171875
	Iteration 66Q: 3 clusters Score -2714024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2714023.500000 Penalty: 11558.171875
	Iteration 67Q: 3 clusters Score -2714024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2714025.250000 Penalty: 11558.171875
	Iteration 68Q: 3 clusters Score -2714025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2714030.000000 Penalty: 11558.171875
	Iteration 69Q: 3 clusters Score -2714030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2714027.500000 Penalty: 11558.171875
	Iteration 70Q: 3 clusters Score -2714028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2714030.000000 Penalty: 11558.171875
	Iteration 71Q: 3 clusters Score -2714030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2714032.250000 Penalty: 11558.171875
	Iteration 72Q: 3 clusters Score -2714032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2714032.250000 Penalty: 11558.171875
	Iteration 73Q: 3 clusters Score -2714032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2714030.250000 Penalty: 11558.171875
	Iteration 74Q: 3 clusters Score -2714030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2714032.250000 Penalty: 11558.171875
	Iteration 75Q: 3 clusters Score -2714032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2714029.750000 Penalty: 11558.171875
	Iteration 76Q: 3 clusters Score -2714030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2714036.250000 Penalty: 11558.171875
	Iteration 77Q: 3 clusters Score -2714036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2714036.750000 Penalty: 11558.171875
	Iteration 78Q: 3 clusters Score -2714037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2714040.000000 Penalty: 11558.171875
	Iteration 79Q: 3 clusters Score -2714040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2714046.500000 Penalty: 11558.171875
	Iteration 80F: 3 clusters Score -2714046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2714047.750000 Penalty: 11558.171875
	Iteration 81Q: 3 clusters Score -2714048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2714049.250000 Penalty: 11558.171875
	Iteration 82Q: 3 clusters Score -2714049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2714049.250000 Penalty: 11558.171875
	Iteration 83F: 3 clusters Score -2714049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Entering Unmasked Estep 
Score: -6409458.000000 Penalty: 6265.797852
	Iteration 0F: 2 clusters Score -6409458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -6388204.000000 Penalty: 12531.595703
	Iteration 0F: 3 clusters Score -6388204 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -6394218.500000 Penalty: 12531.595703
	Iteration 1F: 3 clusters Score -6394218 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -6394930.000000 Penalty: 12531.595703
	Iteration 2F: 3 clusters Score -6394930 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -6395460.500000 Penalty: 12531.595703
	Iteration 3F: 3 clusters Score -6395460 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -6395922.000000 Penalty: 12531.595703
	Iteration 4Q: 3 clusters Score -6395922 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -6396335.000000 Penalty: 12531.595703
	Iteration 5Q: 3 clusters Score -6396335 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -6396712.500000 Penalty: 12531.595703
	Iteration 6Q: 3 clusters Score -6396712 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -6397034.500000 Penalty: 12531.595703
	Iteration 7Q: 3 clusters Score -6397034 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -6397444.500000 Penalty: 12531.595703
	Iteration 8Q: 3 clusters Score -6397444 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -6397882.000000 Penalty: 12531.595703
	Iteration 9Q: 3 clusters Score -6397882 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -6398344.000000 Penalty: 12531.595703
	Iteration 10Q: 3 clusters Score -6398344 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -6398771.500000 Penalty: 12531.595703
	Iteration 11Q: 3 clusters Score -6398772 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -6399210.500000 Penalty: 12531.595703
	Iteration 12Q: 3 clusters Score -6399210 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -6399592.500000 Penalty: 12531.595703
	Iteration 13Q: 3 clusters Score -6399592 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -6400073.000000 Penalty: 12531.595703
	Iteration 14Q: 3 clusters Score -6400073 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -6400631.500000 Penalty: 12531.595703
	Iteration 15Q: 3 clusters Score -6400632 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -6401106.000000 Penalty: 12531.595703
	Iteration 16Q: 3 clusters Score -6401106 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -6401686.000000 Penalty: 12531.595703
	Iteration 17Q: 3 clusters Score -6401686 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -6402186.500000 Penalty: 12531.595703
	Iteration 18Q: 3 clusters Score -6402186 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -6402572.500000 Penalty: 12531.595703
	Iteration 19Q: 3 clusters Score -6402572 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -6402890.500000 Penalty: 12531.595703
	Iteration 20F: 3 clusters Score -6402890 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -6403163.000000 Penalty: 12531.595703
	Iteration 21Q: 3 clusters Score -6403163 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -6403337.000000 Penalty: 12531.595703
	Iteration 22Q: 3 clusters Score -6403337 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -6403489.000000 Penalty: 12531.595703
	Iteration 23Q: 3 clusters Score -6403489 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -6403604.000000 Penalty: 12531.595703
	Iteration 24Q: 3 clusters Score -6403604 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -6403708.500000 Penalty: 12531.595703
	Iteration 25Q: 3 clusters Score -6403708 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -6403771.000000 Penalty: 12531.595703
	Iteration 26Q: 3 clusters Score -6403771 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -6403820.500000 Penalty: 12531.595703
	Iteration 27Q: 3 clusters Score -6403820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -6403858.000000 Penalty: 12531.595703
	Iteration 28Q: 3 clusters Score -6403858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -6403878.500000 Penalty: 12531.595703
	Iteration 29Q: 3 clusters Score -6403878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -6403906.500000 Penalty: 12531.595703
	Iteration 30Q: 3 clusters Score -6403906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -6403917.000000 Penalty: 12531.595703
	Iteration 31Q: 3 clusters Score -6403917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -6403944.000000 Penalty: 12531.595703
	Iteration 32Q: 3 clusters Score -6403944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -6403966.000000 Penalty: 12531.595703
	Iteration 33Q: 3 clusters Score -6403966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -6403978.500000 Penalty: 12531.595703
	Iteration 34Q: 3 clusters Score -6403978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -6403974.000000 Penalty: 12531.595703
	Iteration 35Q: 3 clusters Score -6403974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -6403982.000000 Penalty: 12531.595703
	Iteration 36Q: 3 clusters Score -6403982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -6403993.000000 Penalty: 12531.595703
	Iteration 37Q: 3 clusters Score -6403993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -6403990.500000 Penalty: 12531.595703
	Iteration 38Q: 3 clusters Score -6403990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -6403986.500000 Penalty: 12531.595703
	Iteration 39Q: 3 clusters Score -6403986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -6403986.500000 Penalty: 12531.595703
	Iteration 40F: 3 clusters Score -6403986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Entering Unmasked Estep 
Score: -11526389.000000 Penalty: 6631.873047
	Iteration 0F: 2 clusters Score -1.152639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -11490282.000000 Penalty: 13263.746094
	Iteration 0F: 3 clusters Score -1.149028e+07 nChanged 22176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -11502193.000000 Penalty: 13263.746094
	Iteration 1F: 3 clusters Score -1.150219e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -11503073.000000 Penalty: 13263.746094
	Iteration 2F: 3 clusters Score -1.150307e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -11503675.000000 Penalty: 13263.746094
	Iteration 3Q: 3 clusters Score -1.150368e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -11504126.000000 Penalty: 13263.746094
	Iteration 4Q: 3 clusters Score -1.150413e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -11504487.000000 Penalty: 13263.746094
	Iteration 5Q: 3 clusters Score -1.150449e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -11504924.000000 Penalty: 13263.746094
	Iteration 6Q: 3 clusters Score -1.150492e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -11505310.000000 Penalty: 13263.746094
	Iteration 7Q: 3 clusters Score -1.150531e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -11505794.000000 Penalty: 13263.746094
	Iteration 8Q: 3 clusters Score -1.150579e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -11506350.000000 Penalty: 13263.746094
	Iteration 9Q: 3 clusters Score -1.150635e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -11507199.000000 Penalty: 13263.746094
	Iteration 10Q: 3 clusters Score -1.15072e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -11508494.000000 Penalty: 13263.746094
	Iteration 11Q: 3 clusters Score -1.150849e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -11510407.000000 Penalty: 13263.746094
	Iteration 12F: 3 clusters Score -1.151041e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -11512748.000000 Penalty: 13263.746094
	Iteration 13F: 3 clusters Score -1.151275e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -11515117.000000 Penalty: 13263.746094
	Iteration 14F: 3 clusters Score -1.151512e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -11517162.000000 Penalty: 13263.746094
	Iteration 15Q: 3 clusters Score -1.151716e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -11518613.000000 Penalty: 13263.746094
	Iteration 16Q: 3 clusters Score -1.151861e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -11519417.000000 Penalty: 13263.746094
	Iteration 17Q: 3 clusters Score -1.151942e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -11519920.000000 Penalty: 13263.746094
	Iteration 18Q: 3 clusters Score -1.151992e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -11520167.000000 Penalty: 13263.746094
	Iteration 19Q: 3 clusters Score -1.152017e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11520325.000000 Penalty: 13263.746094
	Iteration 20F: 3 clusters Score -1.152032e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -11520472.000000 Penalty: 13263.746094
	Iteration 21Q: 3 clusters Score -1.152047e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -11520540.000000 Penalty: 13263.746094
	Iteration 22Q: 3 clusters Score -1.152054e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -11520610.000000 Penalty: 13263.746094
	Iteration 23Q: 3 clusters Score -1.152061e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -11520678.000000 Penalty: 13263.746094
	Iteration 24Q: 3 clusters Score -1.152068e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -11520688.000000 Penalty: 13263.746094
	Iteration 25Q: 3 clusters Score -1.152069e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11520719.000000 Penalty: 13263.746094
	Iteration 26Q: 3 clusters Score -1.152072e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -11520715.000000 Penalty: 13263.746094
	Iteration 27Q: 3 clusters Score -1.152072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -11520717.000000 Penalty: 13263.746094
	Iteration 28Q: 3 clusters Score -1.152072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11520738.000000 Penalty: 13263.746094
	Iteration 29Q: 3 clusters Score -1.152074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11520740.000000 Penalty: 13263.746094
	Iteration 30Q: 3 clusters Score -1.152074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -11520748.000000 Penalty: 13263.746094
	Iteration 31Q: 3 clusters Score -1.152075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -11520737.000000 Penalty: 13263.746094
	Iteration 32Q: 3 clusters Score -1.152074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -11520753.000000 Penalty: 13263.746094
	Iteration 33Q: 3 clusters Score -1.152075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11520745.000000 Penalty: 13263.746094
	Iteration 34Q: 3 clusters Score -1.152074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11520743.000000 Penalty: 13263.746094
	Iteration 35Q: 3 clusters Score -1.152074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -11520752.000000 Penalty: 13263.746094
	Iteration 36Q: 3 clusters Score -1.152075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -11520750.000000 Penalty: 13263.746094
	Iteration 37Q: 3 clusters Score -1.152075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -11520750.000000 Penalty: 13263.746094
	Iteration 38F: 3 clusters Score -1.152075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -60658.335938 Penalty: 3553.797363
	Iteration 0F: 2 clusters Score -60658.34 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 181 members 
Entering Unmasked Estep 
Score: -57872.714844 Penalty: 7107.594727
	Iteration 0F: 3 clusters Score -57872.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -57973.738281 Penalty: 7107.594727
	Iteration 1F: 3 clusters Score -57973.74 nChanged 7
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: -58012.601562 Penalty: 7107.594727
	Iteration 2Q: 3 clusters Score -58012.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -58038.839844 Penalty: 7107.594727
	Iteration 3Q: 3 clusters Score -58038.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -58048.230469 Penalty: 7107.594727
	Iteration 4Q: 3 clusters Score -58048.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -58048.230469 Penalty: 7107.594727
	Iteration 5F: 3 clusters Score -58048.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Entering Unmasked Estep 
Score: -1794156.500000 Penalty: 5491.110840
	Iteration 0F: 2 clusters Score -1794156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1785251.250000 Penalty: 10982.221680
	Iteration 0F: 3 clusters Score -1785251 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1786927.875000 Penalty: 10982.221680
	Iteration 1F: 3 clusters Score -1786928 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1787306.625000 Penalty: 10982.221680
	Iteration 2F: 3 clusters Score -1787307 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1787514.750000 Penalty: 10982.221680
	Iteration 3Q: 3 clusters Score -1787515 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1787661.750000 Penalty: 10982.221680
	Iteration 4Q: 3 clusters Score -1787662 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1787771.250000 Penalty: 10982.221680
	Iteration 5Q: 3 clusters Score -1787771 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1787859.125000 Penalty: 10982.221680
	Iteration 6Q: 3 clusters Score -1787859 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1787928.750000 Penalty: 10982.221680
	Iteration 7Q: 3 clusters Score -1787929 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1787979.500000 Penalty: 10982.221680
	Iteration 8Q: 3 clusters Score -1787980 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1788031.750000 Penalty: 10982.221680
	Iteration 9Q: 3 clusters Score -1788032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1788066.750000 Penalty: 10982.221680
	Iteration 10Q: 3 clusters Score -1788067 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1788095.875000 Penalty: 10982.221680
	Iteration 11Q: 3 clusters Score -1788096 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1788138.375000 Penalty: 10982.221680
	Iteration 12Q: 3 clusters Score -1788138 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1788170.875000 Penalty: 10982.221680
	Iteration 13Q: 3 clusters Score -1788171 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1788196.125000 Penalty: 10982.221680
	Iteration 14Q: 3 clusters Score -1788196 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1788221.250000 Penalty: 10982.221680
	Iteration 15Q: 3 clusters Score -1788221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1788240.375000 Penalty: 10982.221680
	Iteration 16Q: 3 clusters Score -1788240 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1788254.750000 Penalty: 10982.221680
	Iteration 17Q: 3 clusters Score -1788255 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1788271.625000 Penalty: 10982.221680
	Iteration 18Q: 3 clusters Score -1788272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1788281.500000 Penalty: 10982.221680
	Iteration 19Q: 3 clusters Score -1788282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1788302.750000 Penalty: 10982.221680
	Iteration 20F: 3 clusters Score -1788303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1788309.625000 Penalty: 10982.221680
	Iteration 21Q: 3 clusters Score -1788310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1788320.000000 Penalty: 10982.221680
	Iteration 22Q: 3 clusters Score -1788320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1788326.000000 Penalty: 10982.221680
	Iteration 23Q: 3 clusters Score -1788326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1788327.875000 Penalty: 10982.221680
	Iteration 24Q: 3 clusters Score -1788328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1788337.000000 Penalty: 10982.221680
	Iteration 25Q: 3 clusters Score -1788337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1788338.875000 Penalty: 10982.221680
	Iteration 26Q: 3 clusters Score -1788339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1788340.625000 Penalty: 10982.221680
	Iteration 27Q: 3 clusters Score -1788341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1788341.250000 Penalty: 10982.221680
	Iteration 28Q: 3 clusters Score -1788341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1788341.750000 Penalty: 10982.221680
	Iteration 29Q: 3 clusters Score -1788342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1788343.875000 Penalty: 10982.221680
	Iteration 30Q: 3 clusters Score -1788344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1788347.375000 Penalty: 10982.221680
	Iteration 31Q: 3 clusters Score -1788347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1788351.250000 Penalty: 10982.221680
	Iteration 32Q: 3 clusters Score -1788351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1788351.875000 Penalty: 10982.221680
	Iteration 33Q: 3 clusters Score -1788352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1788355.125000 Penalty: 10982.221680
	Iteration 34Q: 3 clusters Score -1788355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1788354.250000 Penalty: 10982.221680
	Iteration 35Q: 3 clusters Score -1788354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1788356.250000 Penalty: 10982.221680
	Iteration 36Q: 3 clusters Score -1788356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1788355.250000 Penalty: 10982.221680
	Iteration 37Q: 3 clusters Score -1788355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1788356.750000 Penalty: 10982.221680
	Iteration 38Q: 3 clusters Score -1788357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1788355.750000 Penalty: 10982.221680
	Iteration 39Q: 3 clusters Score -1788356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1788356.625000 Penalty: 10982.221680
	Iteration 40F: 3 clusters Score -1788357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1788356.000000 Penalty: 10982.221680
	Iteration 41Q: 3 clusters Score -1788356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1788356.500000 Penalty: 10982.221680
	Iteration 42Q: 3 clusters Score -1788356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1788358.250000 Penalty: 10982.221680
	Iteration 43Q: 3 clusters Score -1788358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1788358.000000 Penalty: 10982.221680
	Iteration 44Q: 3 clusters Score -1788358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1788359.625000 Penalty: 10982.221680
	Iteration 45Q: 3 clusters Score -1788360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1788359.250000 Penalty: 10982.221680
	Iteration 46Q: 3 clusters Score -1788359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1788359.250000 Penalty: 10982.221680
	Iteration 47F: 3 clusters Score -1788359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Entering Unmasked Estep 
Score: -6816215.000000 Penalty: 6324.759277
	Iteration 0F: 2 clusters Score -6816215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -6792970.500000 Penalty: 12649.518555
	Iteration 0F: 3 clusters Score -6792970 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -6799742.000000 Penalty: 12649.518555
	Iteration 1F: 3 clusters Score -6799742 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -6800475.500000 Penalty: 12649.518555
	Iteration 2F: 3 clusters Score -6800476 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -6801186.000000 Penalty: 12649.518555
	Iteration 3Q: 3 clusters Score -6801186 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -6802146.000000 Penalty: 12649.518555
	Iteration 4Q: 3 clusters Score -6802146 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -6803327.000000 Penalty: 12649.518555
	Iteration 5F: 3 clusters Score -6803327 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -6804718.500000 Penalty: 12649.518555
	Iteration 6F: 3 clusters Score -6804718 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -6806245.000000 Penalty: 12649.518555
	Iteration 7F: 3 clusters Score -6806245 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -6807868.000000 Penalty: 12649.518555
	Iteration 8F: 3 clusters Score -6807868 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -6809346.500000 Penalty: 12649.518555
	Iteration 9F: 3 clusters Score -6809346 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -6810566.000000 Penalty: 12649.518555
	Iteration 10F: 3 clusters Score -6810566 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -6811463.500000 Penalty: 12649.518555
	Iteration 11Q: 3 clusters Score -6811464 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -6811993.000000 Penalty: 12649.518555
	Iteration 12Q: 3 clusters Score -6811993 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -6812321.000000 Penalty: 12649.518555
	Iteration 13Q: 3 clusters Score -6812321 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -6812520.000000 Penalty: 12649.518555
	Iteration 14Q: 3 clusters Score -6812520 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -6812658.000000 Penalty: 12649.518555
	Iteration 15Q: 3 clusters Score -6812658 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -6812757.000000 Penalty: 12649.518555
	Iteration 16Q: 3 clusters Score -6812757 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -6812851.500000 Penalty: 12649.518555
	Iteration 17Q: 3 clusters Score -6812852 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -6812899.500000 Penalty: 12649.518555
	Iteration 18Q: 3 clusters Score -6812900 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -6812934.500000 Penalty: 12649.518555
	Iteration 19Q: 3 clusters Score -6812934 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -6812963.500000 Penalty: 12649.518555
	Iteration 20F: 3 clusters Score -6812964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -6812994.500000 Penalty: 12649.518555
	Iteration 21Q: 3 clusters Score -6812994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -6813002.500000 Penalty: 12649.518555
	Iteration 22Q: 3 clusters Score -6813002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -6813016.500000 Penalty: 12649.518555
	Iteration 23Q: 3 clusters Score -6813016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -6813032.500000 Penalty: 12649.518555
	Iteration 24Q: 3 clusters Score -6813032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -6813050.500000 Penalty: 12649.518555
	Iteration 25Q: 3 clusters Score -6813050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -6813057.000000 Penalty: 12649.518555
	Iteration 26Q: 3 clusters Score -6813057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -6813050.000000 Penalty: 12649.518555
	Iteration 27Q: 3 clusters Score -6813050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -6813063.500000 Penalty: 12649.518555
	Iteration 28Q: 3 clusters Score -6813064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -6813064.500000 Penalty: 12649.518555
	Iteration 29Q: 3 clusters Score -6813064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -6813073.000000 Penalty: 12649.518555
	Iteration 30Q: 3 clusters Score -6813073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -6813083.000000 Penalty: 12649.518555
	Iteration 31Q: 3 clusters Score -6813083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -6813090.000000 Penalty: 12649.518555
	Iteration 32Q: 3 clusters Score -6813090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -6813096.000000 Penalty: 12649.518555
	Iteration 33Q: 3 clusters Score -6813096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -6813104.500000 Penalty: 12649.518555
	Iteration 34Q: 3 clusters Score -6813104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -6813123.000000 Penalty: 12649.518555
	Iteration 35Q: 3 clusters Score -6813123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -6813130.000000 Penalty: 12649.518555
	Iteration 36Q: 3 clusters Score -6813130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -6813136.000000 Penalty: 12649.518555
	Iteration 37Q: 3 clusters Score -6813136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -6813147.500000 Penalty: 12649.518555
	Iteration 38Q: 3 clusters Score -6813148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -6813148.500000 Penalty: 12649.518555
	Iteration 39Q: 3 clusters Score -6813148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -6813143.000000 Penalty: 12649.518555
	Iteration 40F: 3 clusters Score -6813143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -6813152.500000 Penalty: 12649.518555
	Iteration 41Q: 3 clusters Score -6813152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -6813145.500000 Penalty: 12649.518555
	Iteration 42Q: 3 clusters Score -6813146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -6813155.500000 Penalty: 12649.518555
	Iteration 43Q: 3 clusters Score -6813156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -6813159.000000 Penalty: 12649.518555
	Iteration 44Q: 3 clusters Score -6813159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -6813162.500000 Penalty: 12649.518555
	Iteration 45Q: 3 clusters Score -6813162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -6813163.000000 Penalty: 12649.518555
	Iteration 46Q: 3 clusters Score -6813163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -6813163.500000 Penalty: 12649.518555
	Iteration 47Q: 3 clusters Score -6813164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -6813161.500000 Penalty: 12649.518555
	Iteration 48Q: 3 clusters Score -6813162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -6813167.000000 Penalty: 12649.518555
	Iteration 49Q: 3 clusters Score -6813167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -6813171.500000 Penalty: 12649.518555
	Iteration 50Q: 3 clusters Score -6813172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -6813173.500000 Penalty: 12649.518555
	Iteration 51Q: 3 clusters Score -6813174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -6813178.500000 Penalty: 12649.518555
	Iteration 52Q: 3 clusters Score -6813178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -6813176.500000 Penalty: 12649.518555
	Iteration 53Q: 3 clusters Score -6813176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -6813174.000000 Penalty: 12649.518555
	Iteration 54Q: 3 clusters Score -6813174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -6813174.000000 Penalty: 12649.518555
	Iteration 55F: 3 clusters Score -6813174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -311559.468750 Penalty: 4487.862793
	Iteration 0F: 2 clusters Score -311559.5 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 730 members 
Entering Unmasked Estep 
Score: -307060.406250 Penalty: 8975.725586
	Iteration 0F: 3 clusters Score -307060.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -308195.500000 Penalty: 8975.725586
	Iteration 1F: 3 clusters Score -308195.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -308847.531250 Penalty: 8975.725586
	Iteration 2F: 3 clusters Score -308847.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -309442.000000 Penalty: 8975.725586
	Iteration 3F: 3 clusters Score -309442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -310081.875000 Penalty: 8975.725586
	Iteration 4F: 3 clusters Score -310081.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -310681.750000 Penalty: 8975.725586
	Iteration 5F: 3 clusters Score -310681.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -311231.656250 Penalty: 8975.725586
	Iteration 6Q: 3 clusters Score -311231.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -311605.406250 Penalty: 8975.725586
	Iteration 7Q: 3 clusters Score -311605.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -312056.281250 Penalty: 8975.725586
	Iteration 8Q: 3 clusters Score -312056.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -312594.812500 Penalty: 8975.725586
	Iteration 9Q: 3 clusters Score -312594.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -312918.250000 Penalty: 8975.725586
	Iteration 10Q: 3 clusters Score -312918.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -313037.343750 Penalty: 8975.725586
	Iteration 11Q: 3 clusters Score -313037.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -313094.281250 Penalty: 8975.725586
	Iteration 12Q: 3 clusters Score -313094.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -313156.187500 Penalty: 8975.725586
	Iteration 13Q: 3 clusters Score -313156.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -313206.312500 Penalty: 8975.725586
	Iteration 14Q: 3 clusters Score -313206.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -313267.187500 Penalty: 8975.725586
	Iteration 15Q: 3 clusters Score -313267.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -313397.656250 Penalty: 8975.725586
	Iteration 16Q: 3 clusters Score -313397.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -313643.625000 Penalty: 8975.725586
	Iteration 17Q: 3 clusters Score -313643.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -313828.906250 Penalty: 8975.725586
	Iteration 18Q: 3 clusters Score -313828.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -313877.906250 Penalty: 8975.725586
	Iteration 19Q: 3 clusters Score -313877.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -313960.593750 Penalty: 8975.725586
	Iteration 20F: 3 clusters Score -313960.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -314105.312500 Penalty: 8975.725586
	Iteration 21Q: 3 clusters Score -314105.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -314184.812500 Penalty: 8975.725586
	Iteration 22Q: 3 clusters Score -314184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -314184.812500 Penalty: 8975.725586
	Iteration 23F: 3 clusters Score -314184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 127132 members 
Mstep: Class 5 contains 170263 members 
Mstep: Class 6 contains 9639 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17972 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11601 members 
Mstep: Class 23 contains 32867 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13948 members 
Mstep: Class 27 contains 867 members 
Entering Unmasked Estep 
Score: -138289664.000000 Penalty: 220472.718750
Splitting cluster 14 changes total score from -138290768.000000 to -138289664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (19853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Entering Unmasked Estep 
Score: -4519543.000000 Penalty: 6061.367676
	Iteration 0F: 2 clusters Score -4519543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -4503098.000000 Penalty: 12122.735352
	Iteration 0F: 3 clusters Score -4503098 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -4507353.500000 Penalty: 12122.735352
	Iteration 1F: 3 clusters Score -4507354 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -4507911.000000 Penalty: 12122.735352
	Iteration 2F: 3 clusters Score -4507911 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -4508291.000000 Penalty: 12122.735352
	Iteration 3Q: 3 clusters Score -4508291 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -4508620.500000 Penalty: 12122.735352
	Iteration 4Q: 3 clusters Score -4508620 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -4508924.000000 Penalty: 12122.735352
	Iteration 5Q: 3 clusters Score -4508924 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4509174.500000 Penalty: 12122.735352
	Iteration 6Q: 3 clusters Score -4509174 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -4509424.500000 Penalty: 12122.735352
	Iteration 7Q: 3 clusters Score -4509424 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -4509676.000000 Penalty: 12122.735352
	Iteration 8Q: 3 clusters Score -4509676 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -4509862.000000 Penalty: 12122.735352
	Iteration 9Q: 3 clusters Score -4509862 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -4510047.500000 Penalty: 12122.735352
	Iteration 10Q: 3 clusters Score -4510048 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -4510233.500000 Penalty: 12122.735352
	Iteration 11Q: 3 clusters Score -4510234 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -4510438.500000 Penalty: 12122.735352
	Iteration 12Q: 3 clusters Score -4510438 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -4510620.500000 Penalty: 12122.735352
	Iteration 13Q: 3 clusters Score -4510620 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -4510813.000000 Penalty: 12122.735352
	Iteration 14Q: 3 clusters Score -4510813 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -4511006.000000 Penalty: 12122.735352
	Iteration 15Q: 3 clusters Score -4511006 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -4511200.500000 Penalty: 12122.735352
	Iteration 16Q: 3 clusters Score -4511200 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -4511413.500000 Penalty: 12122.735352
	Iteration 17Q: 3 clusters Score -4511414 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -4511599.000000 Penalty: 12122.735352
	Iteration 18Q: 3 clusters Score -4511599 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -4511848.500000 Penalty: 12122.735352
	Iteration 19Q: 3 clusters Score -4511848 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -4512117.000000 Penalty: 12122.735352
	Iteration 20F: 3 clusters Score -4512117 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -4512431.500000 Penalty: 12122.735352
	Iteration 21Q: 3 clusters Score -4512432 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -4512709.000000 Penalty: 12122.735352
	Iteration 22Q: 3 clusters Score -4512709 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -4512996.000000 Penalty: 12122.735352
	Iteration 23Q: 3 clusters Score -4512996 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -4513268.000000 Penalty: 12122.735352
	Iteration 24Q: 3 clusters Score -4513268 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -4513540.000000 Penalty: 12122.735352
	Iteration 25Q: 3 clusters Score -4513540 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4513812.000000 Penalty: 12122.735352
	Iteration 26Q: 3 clusters Score -4513812 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4514007.000000 Penalty: 12122.735352
	Iteration 27Q: 3 clusters Score -4514007 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4514168.000000 Penalty: 12122.735352
	Iteration 28Q: 3 clusters Score -4514168 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4514260.000000 Penalty: 12122.735352
	Iteration 29Q: 3 clusters Score -4514260 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4514329.500000 Penalty: 12122.735352
	Iteration 30Q: 3 clusters Score -4514330 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4514405.500000 Penalty: 12122.735352
	Iteration 31Q: 3 clusters Score -4514406 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4514466.500000 Penalty: 12122.735352
	Iteration 32Q: 3 clusters Score -4514466 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4514516.500000 Penalty: 12122.735352
	Iteration 33Q: 3 clusters Score -4514516 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4514543.500000 Penalty: 12122.735352
	Iteration 34Q: 3 clusters Score -4514544 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4514585.000000 Penalty: 12122.735352
	Iteration 35Q: 3 clusters Score -4514585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4514598.000000 Penalty: 12122.735352
	Iteration 36Q: 3 clusters Score -4514598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4514633.000000 Penalty: 12122.735352
	Iteration 37Q: 3 clusters Score -4514633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4514642.000000 Penalty: 12122.735352
	Iteration 38Q: 3 clusters Score -4514642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4514668.000000 Penalty: 12122.735352
	Iteration 39Q: 3 clusters Score -4514668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4514685.000000 Penalty: 12122.735352
	Iteration 40F: 3 clusters Score -4514685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4514700.000000 Penalty: 12122.735352
	Iteration 41Q: 3 clusters Score -4514700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4514709.500000 Penalty: 12122.735352
	Iteration 42Q: 3 clusters Score -4514710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4514714.000000 Penalty: 12122.735352
	Iteration 43Q: 3 clusters Score -4514714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4514721.000000 Penalty: 12122.735352
	Iteration 44Q: 3 clusters Score -4514721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4514732.500000 Penalty: 12122.735352
	Iteration 45Q: 3 clusters Score -4514732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4514744.000000 Penalty: 12122.735352
	Iteration 46Q: 3 clusters Score -4514744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4514748.500000 Penalty: 12122.735352
	Iteration 47Q: 3 clusters Score -4514748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4514761.500000 Penalty: 12122.735352
	Iteration 48Q: 3 clusters Score -4514762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4514765.500000 Penalty: 12122.735352
	Iteration 49Q: 3 clusters Score -4514766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4514778.500000 Penalty: 12122.735352
	Iteration 50Q: 3 clusters Score -4514778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4514779.500000 Penalty: 12122.735352
	Iteration 51Q: 3 clusters Score -4514780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4514789.000000 Penalty: 12122.735352
	Iteration 52Q: 3 clusters Score -4514789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4514794.000000 Penalty: 12122.735352
	Iteration 53Q: 3 clusters Score -4514794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4514807.500000 Penalty: 12122.735352
	Iteration 54Q: 3 clusters Score -4514808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4514813.500000 Penalty: 12122.735352
	Iteration 55Q: 3 clusters Score -4514814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4514819.000000 Penalty: 12122.735352
	Iteration 56Q: 3 clusters Score -4514819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4514819.000000 Penalty: 12122.735352
	Iteration 57Q: 3 clusters Score -4514819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4514817.500000 Penalty: 12122.735352
	Iteration 58Q: 3 clusters Score -4514818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4514823.500000 Penalty: 12122.735352
	Iteration 59Q: 3 clusters Score -4514824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4514827.500000 Penalty: 12122.735352
	Iteration 60F: 3 clusters Score -4514828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4514830.000000 Penalty: 12122.735352
	Iteration 61Q: 3 clusters Score -4514830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4514835.500000 Penalty: 12122.735352
	Iteration 62Q: 3 clusters Score -4514836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4514837.500000 Penalty: 12122.735352
	Iteration 63Q: 3 clusters Score -4514838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4514837.500000 Penalty: 12122.735352
	Iteration 64Q: 3 clusters Score -4514838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4514841.500000 Penalty: 12122.735352
	Iteration 65Q: 3 clusters Score -4514842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4514836.500000 Penalty: 12122.735352
	Iteration 66Q: 3 clusters Score -4514836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4514846.500000 Penalty: 12122.735352
	Iteration 67Q: 3 clusters Score -4514846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4514851.500000 Penalty: 12122.735352
	Iteration 68Q: 3 clusters Score -4514852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4514854.000000 Penalty: 12122.735352
	Iteration 69Q: 3 clusters Score -4514854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4514856.500000 Penalty: 12122.735352
	Iteration 70Q: 3 clusters Score -4514856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4514856.500000 Penalty: 12122.735352
	Iteration 71F: 3 clusters Score -4514856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -105759.796875 Penalty: 3984.792725
	Iteration 0F: 2 clusters Score -105759.8 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 363 members 
Entering Unmasked Estep 
Score: -102252.953125 Penalty: 7969.585449
	Iteration 0F: 3 clusters Score -102253 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -102713.218750 Penalty: 7969.585449
	Iteration 1F: 3 clusters Score -102713.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -103093.812500 Penalty: 7969.585449
	Iteration 2F: 3 clusters Score -103093.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -103505.406250 Penalty: 7969.585449
	Iteration 3Q: 3 clusters Score -103505.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103818.976562 Penalty: 7969.585449
	Iteration 4Q: 3 clusters Score -103819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -104130.023438 Penalty: 7969.585449
	Iteration 5Q: 3 clusters Score -104130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -104337.718750 Penalty: 7969.585449
	Iteration 6Q: 3 clusters Score -104337.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -104576.335938 Penalty: 7969.585449
	Iteration 7Q: 3 clusters Score -104576.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -104992.460938 Penalty: 7969.585449
	Iteration 8Q: 3 clusters Score -104992.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105320.585938 Penalty: 7969.585449
	Iteration 9Q: 3 clusters Score -105320.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -105634.742188 Penalty: 7969.585449
	Iteration 10Q: 3 clusters Score -105634.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105915.156250 Penalty: 7969.585449
	Iteration 11Q: 3 clusters Score -105915.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -106036.007812 Penalty: 7969.585449
	Iteration 12Q: 3 clusters Score -106036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -106181.335938 Penalty: 7969.585449
	Iteration 13Q: 3 clusters Score -106181.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -106353.406250 Penalty: 7969.585449
	Iteration 14Q: 3 clusters Score -106353.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -106425.273438 Penalty: 7969.585449
	Iteration 15Q: 3 clusters Score -106425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -106520.648438 Penalty: 7969.585449
	Iteration 16Q: 3 clusters Score -106520.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -106604.992188 Penalty: 7969.585449
	Iteration 17Q: 3 clusters Score -106605 nChanged 4
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: -106688.921875 Penalty: 7969.585449
	Iteration 18Q: 3 clusters Score -106688.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106820.414062 Penalty: 7969.585449
	Iteration 19Q: 3 clusters Score -106820.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -106916.156250 Penalty: 7969.585449
	Iteration 20F: 3 clusters Score -106916.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -107053.523438 Penalty: 7969.585449
	Iteration 21Q: 3 clusters Score -107053.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -107151.179688 Penalty: 7969.585449
	Iteration 22Q: 3 clusters Score -107151.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -107187.250000 Penalty: 7969.585449
	Iteration 23Q: 3 clusters Score -107187.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -107239.765625 Penalty: 7969.585449
	Iteration 24Q: 3 clusters Score -107239.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -107243.804688 Penalty: 7969.585449
	Iteration 25Q: 3 clusters Score -107243.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -107243.804688 Penalty: 7969.585449
	Iteration 26F: 3 clusters Score -107243.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 127132 members 
Mstep: Class 5 contains 170263 members 
Mstep: Class 6 contains 9639 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17972 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11601 members 
Mstep: Class 23 contains 32867 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13948 members 
Mstep: Class 27 contains 321 members 
Entering Unmasked Estep 
Score: -138288128.000000 Penalty: 220472.718750
Splitting cluster 16 changes total score from -138290768.000000 to -138288128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -253873.031250 Penalty: 4368.654785
	Iteration 0F: 2 clusters Score -253873 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 640 members 
Entering Unmasked Estep 
Score: -249514.359375 Penalty: 8737.309570
	Iteration 0F: 3 clusters Score -249514.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -249972.437500 Penalty: 8737.309570
	Iteration 1F: 3 clusters Score -249972.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -250209.546875 Penalty: 8737.309570
	Iteration 2F: 3 clusters Score -250209.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -250441.203125 Penalty: 8737.309570
	Iteration 3Q: 3 clusters Score -250441.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -250786.187500 Penalty: 8737.309570
	Iteration 4Q: 3 clusters Score -250786.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -251073.078125 Penalty: 8737.309570
	Iteration 5Q: 3 clusters Score -251073.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -251333.281250 Penalty: 8737.309570
	Iteration 6Q: 3 clusters Score -251333.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -251718.953125 Penalty: 8737.309570
	Iteration 7Q: 3 clusters Score -251719 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -252187.578125 Penalty: 8737.309570
	Iteration 8Q: 3 clusters Score -252187.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -252550.953125 Penalty: 8737.309570
	Iteration 9F: 3 clusters Score -252551 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -252869.875000 Penalty: 8737.309570
	Iteration 10Q: 3 clusters Score -252869.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -253225.250000 Penalty: 8737.309570
	Iteration 11Q: 3 clusters Score -253225.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -253604.218750 Penalty: 8737.309570
	Iteration 12Q: 3 clusters Score -253604.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -253838.515625 Penalty: 8737.309570
	Iteration 13Q: 3 clusters Score -253838.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -253927.843750 Penalty: 8737.309570
	Iteration 14Q: 3 clusters Score -253927.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -254083.187500 Penalty: 8737.309570
	Iteration 15Q: 3 clusters Score -254083.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -254167.046875 Penalty: 8737.309570
	Iteration 16Q: 3 clusters Score -254167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -254167.046875 Penalty: 8737.309570
	Iteration 17F: 3 clusters Score -254167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 127132 members 
Mstep: Class 5 contains 170263 members 
Mstep: Class 6 contains 9639 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17972 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11601 members 
Mstep: Class 23 contains 32867 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13948 members 
Mstep: Class 27 contains 884 members 
Entering Unmasked Estep 
Score: -138287088.000000 Penalty: 220472.718750
Splitting cluster 17 changes total score from -138290768.000000 to -138287088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (5922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Entering Unmasked Estep 
Score: -1291636.750000 Penalty: 5320.438477
	Iteration 0F: 2 clusters Score -1291637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1284029.000000 Penalty: 10640.876953
	Iteration 0F: 3 clusters Score -1284029 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1285849.375000 Penalty: 10640.876953
	Iteration 1F: 3 clusters Score -1285849 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1286701.500000 Penalty: 10640.876953
	Iteration 2F: 3 clusters Score -1286702 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1287466.875000 Penalty: 10640.876953
	Iteration 3F: 3 clusters Score -1287467 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1288659.625000 Penalty: 10640.876953
	Iteration 4F: 3 clusters Score -1288660 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1289750.500000 Penalty: 10640.876953
	Iteration 5F: 3 clusters Score -1289750 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1290653.000000 Penalty: 10640.876953
	Iteration 6F: 3 clusters Score -1290653 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1291327.125000 Penalty: 10640.876953
	Iteration 7F: 3 clusters Score -1291327 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1291810.500000 Penalty: 10640.876953
	Iteration 8Q: 3 clusters Score -1291810 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1292150.500000 Penalty: 10640.876953
	Iteration 9Q: 3 clusters Score -1292150 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1292397.625000 Penalty: 10640.876953
	Iteration 10Q: 3 clusters Score -1292398 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1292617.000000 Penalty: 10640.876953
	Iteration 11Q: 3 clusters Score -1292617 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1292771.000000 Penalty: 10640.876953
	Iteration 12Q: 3 clusters Score -1292771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1292844.250000 Penalty: 10640.876953
	Iteration 13Q: 3 clusters Score -1292844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1292879.875000 Penalty: 10640.876953
	Iteration 14Q: 3 clusters Score -1292880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1292886.875000 Penalty: 10640.876953
	Iteration 15Q: 3 clusters Score -1292887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1292890.250000 Penalty: 10640.876953
	Iteration 16Q: 3 clusters Score -1292890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1292890.625000 Penalty: 10640.876953
	Iteration 17Q: 3 clusters Score -1292891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1292895.250000 Penalty: 10640.876953
	Iteration 18Q: 3 clusters Score -1292895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1292895.250000 Penalty: 10640.876953
	Iteration 19F: 3 clusters Score -1292895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 127132 members 
Mstep: Class 5 contains 170263 members 
Mstep: Class 6 contains 9639 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 1008 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17972 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11601 members 
Mstep: Class 23 contains 32867 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13948 members 
Mstep: Class 27 contains 4914 members 
Entering Unmasked Estep 
Score: -138289200.000000 Penalty: 220472.718750
Splitting cluster 18 changes total score from -138290768.000000 to -138289200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (36722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Entering Unmasked Estep 
Score: -8373116.500000 Penalty: 6438.067871
	Iteration 0F: 2 clusters Score -8373116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -8346047.000000 Penalty: 12876.135742
	Iteration 0F: 3 clusters Score -8346047 nChanged 15614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -8354301.500000 Penalty: 12876.135742
	Iteration 1F: 3 clusters Score -8354302 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -8355230.000000 Penalty: 12876.135742
	Iteration 2F: 3 clusters Score -8355230 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -8356115.500000 Penalty: 12876.135742
	Iteration 3F: 3 clusters Score -8356116 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -8357142.500000 Penalty: 12876.135742
	Iteration 4F: 3 clusters Score -8357142 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -8358305.500000 Penalty: 12876.135742
	Iteration 5F: 3 clusters Score -8358306 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -8359648.000000 Penalty: 12876.135742
	Iteration 6F: 3 clusters Score -8359648 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -8361062.000000 Penalty: 12876.135742
	Iteration 7F: 3 clusters Score -8361062 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -8362391.500000 Penalty: 12876.135742
	Iteration 8F: 3 clusters Score -8362392 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -8363509.000000 Penalty: 12876.135742
	Iteration 9Q: 3 clusters Score -8363509 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -8364475.000000 Penalty: 12876.135742
	Iteration 10Q: 3 clusters Score -8364475 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -8365121.500000 Penalty: 12876.135742
	Iteration 11Q: 3 clusters Score -8365122 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -8365695.500000 Penalty: 12876.135742
	Iteration 12Q: 3 clusters Score -8365696 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -8366178.000000 Penalty: 12876.135742
	Iteration 13Q: 3 clusters Score -8366178 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -8366544.000000 Penalty: 12876.135742
	Iteration 14Q: 3 clusters Score -8366544 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -8366788.000000 Penalty: 12876.135742
	Iteration 15Q: 3 clusters Score -8366788 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -8366957.000000 Penalty: 12876.135742
	Iteration 16Q: 3 clusters Score -8366957 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -8367078.500000 Penalty: 12876.135742
	Iteration 17Q: 3 clusters Score -8367078 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -8367164.000000 Penalty: 12876.135742
	Iteration 18Q: 3 clusters Score -8367164 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -8367263.000000 Penalty: 12876.135742
	Iteration 19Q: 3 clusters Score -8367263 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -8367334.000000 Penalty: 12876.135742
	Iteration 20F: 3 clusters Score -8367334 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -8367400.000000 Penalty: 12876.135742
	Iteration 21Q: 3 clusters Score -8367400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -8367423.000000 Penalty: 12876.135742
	Iteration 22Q: 3 clusters Score -8367423 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -8367452.500000 Penalty: 12876.135742
	Iteration 23Q: 3 clusters Score -8367452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -8367460.000000 Penalty: 12876.135742
	Iteration 24Q: 3 clusters Score -8367460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -8367483.000000 Penalty: 12876.135742
	Iteration 25Q: 3 clusters Score -8367483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -8367492.500000 Penalty: 12876.135742
	Iteration 26Q: 3 clusters Score -8367492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -8367503.500000 Penalty: 12876.135742
	Iteration 27Q: 3 clusters Score -8367504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -8367522.000000 Penalty: 12876.135742
	Iteration 28Q: 3 clusters Score -8367522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -8367536.000000 Penalty: 12876.135742
	Iteration 29Q: 3 clusters Score -8367536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -8367527.500000 Penalty: 12876.135742
	Iteration 30Q: 3 clusters Score -8367528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -8367520.000000 Penalty: 12876.135742
	Iteration 31Q: 3 clusters Score -8367520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -8367518.500000 Penalty: 12876.135742
	Iteration 32Q: 3 clusters Score -8367518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -8367528.500000 Penalty: 12876.135742
	Iteration 33Q: 3 clusters Score -8367528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -8367528.000000 Penalty: 12876.135742
	Iteration 34Q: 3 clusters Score -8367528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -8367537.000000 Penalty: 12876.135742
	Iteration 35Q: 3 clusters Score -8367537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -8367543.000000 Penalty: 12876.135742
	Iteration 36Q: 3 clusters Score -8367543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -8367543.000000 Penalty: 12876.135742
	Iteration 37F: 3 clusters Score -8367543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Entering Unmasked Estep 
Score: -4089453.250000 Penalty: 6000.398926
	Iteration 0F: 2 clusters Score -4089453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -4074225.000000 Penalty: 12000.797852
	Iteration 0F: 3 clusters Score -4074225 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -4077911.500000 Penalty: 12000.797852
	Iteration 1F: 3 clusters Score -4077912 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -4078451.000000 Penalty: 12000.797852
	Iteration 2F: 3 clusters Score -4078451 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -4078820.000000 Penalty: 12000.797852
	Iteration 3Q: 3 clusters Score -4078820 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -4079079.250000 Penalty: 12000.797852
	Iteration 4Q: 3 clusters Score -4079079 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -4079304.000000 Penalty: 12000.797852
	Iteration 5Q: 3 clusters Score -4079304 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -4079518.000000 Penalty: 12000.797852
	Iteration 6Q: 3 clusters Score -4079518 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -4079687.750000 Penalty: 12000.797852
	Iteration 7Q: 3 clusters Score -4079688 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -4079835.750000 Penalty: 12000.797852
	Iteration 8Q: 3 clusters Score -4079836 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -4079960.750000 Penalty: 12000.797852
	Iteration 9Q: 3 clusters Score -4079961 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -4080077.000000 Penalty: 12000.797852
	Iteration 10Q: 3 clusters Score -4080077 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -4080158.750000 Penalty: 12000.797852
	Iteration 11Q: 3 clusters Score -4080159 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -4080260.250000 Penalty: 12000.797852
	Iteration 12Q: 3 clusters Score -4080260 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -4080358.500000 Penalty: 12000.797852
	Iteration 13Q: 3 clusters Score -4080358 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -4080446.750000 Penalty: 12000.797852
	Iteration 14Q: 3 clusters Score -4080447 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -4080566.250000 Penalty: 12000.797852
	Iteration 15Q: 3 clusters Score -4080566 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -4080660.750000 Penalty: 12000.797852
	Iteration 16Q: 3 clusters Score -4080661 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -4080784.500000 Penalty: 12000.797852
	Iteration 17Q: 3 clusters Score -4080784 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -4080898.250000 Penalty: 12000.797852
	Iteration 18Q: 3 clusters Score -4080898 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -4081036.500000 Penalty: 12000.797852
	Iteration 19Q: 3 clusters Score -4081036 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -4081201.250000 Penalty: 12000.797852
	Iteration 20F: 3 clusters Score -4081201 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -4081361.000000 Penalty: 12000.797852
	Iteration 21Q: 3 clusters Score -4081361 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -4081510.750000 Penalty: 12000.797852
	Iteration 22Q: 3 clusters Score -4081511 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -4081649.750000 Penalty: 12000.797852
	Iteration 23Q: 3 clusters Score -4081650 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -4081796.500000 Penalty: 12000.797852
	Iteration 24Q: 3 clusters Score -4081796 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -4081947.500000 Penalty: 12000.797852
	Iteration 25Q: 3 clusters Score -4081948 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -4082104.500000 Penalty: 12000.797852
	Iteration 26Q: 3 clusters Score -4082104 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -4082289.500000 Penalty: 12000.797852
	Iteration 27Q: 3 clusters Score -4082290 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -4082448.750000 Penalty: 12000.797852
	Iteration 28Q: 3 clusters Score -4082449 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -4082633.000000 Penalty: 12000.797852
	Iteration 29Q: 3 clusters Score -4082633 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -4082804.750000 Penalty: 12000.797852
	Iteration 30Q: 3 clusters Score -4082805 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -4082957.250000 Penalty: 12000.797852
	Iteration 31Q: 3 clusters Score -4082957 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -4083123.500000 Penalty: 12000.797852
	Iteration 32Q: 3 clusters Score -4083124 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4083268.500000 Penalty: 12000.797852
	Iteration 33Q: 3 clusters Score -4083268 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -4083415.750000 Penalty: 12000.797852
	Iteration 34Q: 3 clusters Score -4083416 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -4083551.000000 Penalty: 12000.797852
	Iteration 35Q: 3 clusters Score -4083551 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -4083683.750000 Penalty: 12000.797852
	Iteration 36Q: 3 clusters Score -4083684 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -4083780.250000 Penalty: 12000.797852
	Iteration 37Q: 3 clusters Score -4083780 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -4083894.250000 Penalty: 12000.797852
	Iteration 38Q: 3 clusters Score -4083894 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -4083983.000000 Penalty: 12000.797852
	Iteration 39Q: 3 clusters Score -4083983 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -4084080.750000 Penalty: 12000.797852
	Iteration 40F: 3 clusters Score -4084081 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -4084144.750000 Penalty: 12000.797852
	Iteration 41Q: 3 clusters Score -4084145 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -4084200.250000 Penalty: 12000.797852
	Iteration 42Q: 3 clusters Score -4084200 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -4084243.250000 Penalty: 12000.797852
	Iteration 43Q: 3 clusters Score -4084243 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -4084304.500000 Penalty: 12000.797852
	Iteration 44Q: 3 clusters Score -4084304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -4084322.250000 Penalty: 12000.797852
	Iteration 45Q: 3 clusters Score -4084322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -4084351.000000 Penalty: 12000.797852
	Iteration 46Q: 3 clusters Score -4084351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -4084353.000000 Penalty: 12000.797852
	Iteration 47Q: 3 clusters Score -4084353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -4084367.750000 Penalty: 12000.797852
	Iteration 48Q: 3 clusters Score -4084368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -4084373.500000 Penalty: 12000.797852
	Iteration 49Q: 3 clusters Score -4084374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -4084381.250000 Penalty: 12000.797852
	Iteration 50Q: 3 clusters Score -4084381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -4084394.000000 Penalty: 12000.797852
	Iteration 51Q: 3 clusters Score -4084394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -4084386.250000 Penalty: 12000.797852
	Iteration 52Q: 3 clusters Score -4084386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -4084393.500000 Penalty: 12000.797852
	Iteration 53Q: 3 clusters Score -4084394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -4084395.750000 Penalty: 12000.797852
	Iteration 54Q: 3 clusters Score -4084396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -4084402.250000 Penalty: 12000.797852
	Iteration 55Q: 3 clusters Score -4084402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -4084405.000000 Penalty: 12000.797852
	Iteration 56Q: 3 clusters Score -4084405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -4084403.750000 Penalty: 12000.797852
	Iteration 57Q: 3 clusters Score -4084404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -4084419.000000 Penalty: 12000.797852
	Iteration 58Q: 3 clusters Score -4084419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -4084424.250000 Penalty: 12000.797852
	Iteration 59Q: 3 clusters Score -4084424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -4084421.000000 Penalty: 12000.797852
	Iteration 60F: 3 clusters Score -4084421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -4084430.250000 Penalty: 12000.797852
	Iteration 61Q: 3 clusters Score -4084430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -4084426.750000 Penalty: 12000.797852
	Iteration 62Q: 3 clusters Score -4084427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -4084433.500000 Penalty: 12000.797852
	Iteration 63Q: 3 clusters Score -4084434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -4084442.500000 Penalty: 12000.797852
	Iteration 64Q: 3 clusters Score -4084442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -4084442.750000 Penalty: 12000.797852
	Iteration 65Q: 3 clusters Score -4084443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -4084441.750000 Penalty: 12000.797852
	Iteration 66Q: 3 clusters Score -4084442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -4084442.500000 Penalty: 12000.797852
	Iteration 67Q: 3 clusters Score -4084442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4084454.000000 Penalty: 12000.797852
	Iteration 68Q: 3 clusters Score -4084454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -4084458.500000 Penalty: 12000.797852
	Iteration 69Q: 3 clusters Score -4084458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4084456.250000 Penalty: 12000.797852
	Iteration 70Q: 3 clusters Score -4084456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -4084455.000000 Penalty: 12000.797852
	Iteration 71Q: 3 clusters Score -4084455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -4084458.250000 Penalty: 12000.797852
	Iteration 72Q: 3 clusters Score -4084458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -4084459.250000 Penalty: 12000.797852
	Iteration 73Q: 3 clusters Score -4084459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -4084465.750000 Penalty: 12000.797852
	Iteration 74Q: 3 clusters Score -4084466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -4084462.750000 Penalty: 12000.797852
	Iteration 75Q: 3 clusters Score -4084463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -4084458.250000 Penalty: 12000.797852
	Iteration 76Q: 3 clusters Score -4084458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -4084465.000000 Penalty: 12000.797852
	Iteration 77Q: 3 clusters Score -4084465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -4084470.000000 Penalty: 12000.797852
	Iteration 78Q: 3 clusters Score -4084470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -4084476.500000 Penalty: 12000.797852
	Iteration 79Q: 3 clusters Score -4084476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -4084476.500000 Penalty: 12000.797852
	Iteration 80F: 3 clusters Score -4084476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -4084486.000000 Penalty: 12000.797852
	Iteration 81Q: 3 clusters Score -4084486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -4084490.250000 Penalty: 12000.797852
	Iteration 82Q: 3 clusters Score -4084490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -4084492.250000 Penalty: 12000.797852
	Iteration 83Q: 3 clusters Score -4084492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -4084494.750000 Penalty: 12000.797852
	Iteration 84Q: 3 clusters Score -4084495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -4084499.500000 Penalty: 12000.797852
	Iteration 85Q: 3 clusters Score -4084500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -4084499.500000 Penalty: 12000.797852
	Iteration 86Q: 3 clusters Score -4084500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -4084500.500000 Penalty: 12000.797852
	Iteration 87Q: 3 clusters Score -4084500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -4084500.250000 Penalty: 12000.797852
	Iteration 88Q: 3 clusters Score -4084500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -4084501.750000 Penalty: 12000.797852
	Iteration 89Q: 3 clusters Score -4084502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -4084506.500000 Penalty: 12000.797852
	Iteration 90Q: 3 clusters Score -4084506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -4084506.000000 Penalty: 12000.797852
	Iteration 91Q: 3 clusters Score -4084506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4084506.000000 Penalty: 12000.797852
	Iteration 92Q: 3 clusters Score -4084506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -4084508.000000 Penalty: 12000.797852
	Iteration 93Q: 3 clusters Score -4084508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -4084512.000000 Penalty: 12000.797852
	Iteration 94Q: 3 clusters Score -4084512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -4084512.000000 Penalty: 12000.797852
	Iteration 95Q: 3 clusters Score -4084512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -4084512.750000 Penalty: 12000.797852
	Iteration 96Q: 3 clusters Score -4084513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -4084512.000000 Penalty: 12000.797852
	Iteration 97Q: 3 clusters Score -4084512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -4084515.750000 Penalty: 12000.797852
	Iteration 98Q: 3 clusters Score -4084516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -4084517.000000 Penalty: 12000.797852
	Iteration 99Q: 3 clusters Score -4084517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -4084515.000000 Penalty: 12000.797852
	Iteration 100F: 3 clusters Score -4084515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -67362.500000 Penalty: 3559.323975
	Iteration 0F: 2 clusters Score -67362.5 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 162 members 
Entering Unmasked Estep 
Score: -64346.765625 Penalty: 7118.647949
	Iteration 0F: 3 clusters Score -64346.77 nChanged 9
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: -64407.613281 Penalty: 7118.647949
	Iteration 1Q: 3 clusters Score -64407.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -64414.179688 Penalty: 7118.647949
	Iteration 2Q: 3 clusters Score -64414.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -64414.179688 Penalty: 7118.647949
	Iteration 3F: 3 clusters Score -64414.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Entering Unmasked Estep 
Score: -2616470.250000 Penalty: 5732.293457
	Iteration 0F: 2 clusters Score -2616470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2605269.750000 Penalty: 11464.586914
	Iteration 0F: 3 clusters Score -2605270 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2607800.000000 Penalty: 11464.586914
	Iteration 1F: 3 clusters Score -2607800 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2608366.750000 Penalty: 11464.586914
	Iteration 2F: 3 clusters Score -2608367 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2608828.250000 Penalty: 11464.586914
	Iteration 3F: 3 clusters Score -2608828 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2609227.000000 Penalty: 11464.586914
	Iteration 4Q: 3 clusters Score -2609227 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2609642.250000 Penalty: 11464.586914
	Iteration 5Q: 3 clusters Score -2609642 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2610039.000000 Penalty: 11464.586914
	Iteration 6Q: 3 clusters Score -2610039 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2610435.750000 Penalty: 11464.586914
	Iteration 7Q: 3 clusters Score -2610436 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2610807.500000 Penalty: 11464.586914
	Iteration 8Q: 3 clusters Score -2610808 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2611098.000000 Penalty: 11464.586914
	Iteration 9Q: 3 clusters Score -2611098 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2611351.750000 Penalty: 11464.586914
	Iteration 10Q: 3 clusters Score -2611352 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2611552.250000 Penalty: 11464.586914
	Iteration 11Q: 3 clusters Score -2611552 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2611738.250000 Penalty: 11464.586914
	Iteration 12Q: 3 clusters Score -2611738 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2611896.250000 Penalty: 11464.586914
	Iteration 13Q: 3 clusters Score -2611896 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2612007.000000 Penalty: 11464.586914
	Iteration 14Q: 3 clusters Score -2612007 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2612113.250000 Penalty: 11464.586914
	Iteration 15Q: 3 clusters Score -2612113 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2612199.500000 Penalty: 11464.586914
	Iteration 16Q: 3 clusters Score -2612200 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2612244.250000 Penalty: 11464.586914
	Iteration 17Q: 3 clusters Score -2612244 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2612282.750000 Penalty: 11464.586914
	Iteration 18Q: 3 clusters Score -2612283 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2612326.250000 Penalty: 11464.586914
	Iteration 19Q: 3 clusters Score -2612326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2612347.250000 Penalty: 11464.586914
	Iteration 20F: 3 clusters Score -2612347 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2612373.750000 Penalty: 11464.586914
	Iteration 21Q: 3 clusters Score -2612374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2612385.250000 Penalty: 11464.586914
	Iteration 22Q: 3 clusters Score -2612385 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2612412.250000 Penalty: 11464.586914
	Iteration 23Q: 3 clusters Score -2612412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2612431.750000 Penalty: 11464.586914
	Iteration 24Q: 3 clusters Score -2612432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2612438.250000 Penalty: 11464.586914
	Iteration 25Q: 3 clusters Score -2612438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2612448.500000 Penalty: 11464.586914
	Iteration 26Q: 3 clusters Score -2612448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2612455.000000 Penalty: 11464.586914
	Iteration 27Q: 3 clusters Score -2612455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2612465.500000 Penalty: 11464.586914
	Iteration 28Q: 3 clusters Score -2612466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2612474.000000 Penalty: 11464.586914
	Iteration 29Q: 3 clusters Score -2612474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2612484.000000 Penalty: 11464.586914
	Iteration 30Q: 3 clusters Score -2612484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2612481.250000 Penalty: 11464.586914
	Iteration 31Q: 3 clusters Score -2612481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2612487.000000 Penalty: 11464.586914
	Iteration 32Q: 3 clusters Score -2612487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2612488.500000 Penalty: 11464.586914
	Iteration 33Q: 3 clusters Score -2612488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2612489.000000 Penalty: 11464.586914
	Iteration 34Q: 3 clusters Score -2612489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2612489.250000 Penalty: 11464.586914
	Iteration 35Q: 3 clusters Score -2612489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2612490.000000 Penalty: 11464.586914
	Iteration 36Q: 3 clusters Score -2612490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2612490.000000 Penalty: 11464.586914
	Iteration 37F: 3 clusters Score -2612490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Entering Unmasked Estep 
Score: -7504586.000000 Penalty: 6370.137695
	Iteration 0F: 2 clusters Score -7504586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -7479938.000000 Penalty: 12740.275391
	Iteration 0F: 3 clusters Score -7479938 nChanged 13935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -7487169.500000 Penalty: 12740.275391
	Iteration 1F: 3 clusters Score -7487170 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -7487841.500000 Penalty: 12740.275391
	Iteration 2F: 3 clusters Score -7487842 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -7488336.000000 Penalty: 12740.275391
	Iteration 3Q: 3 clusters Score -7488336 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -7488684.000000 Penalty: 12740.275391
	Iteration 4Q: 3 clusters Score -7488684 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -7488938.500000 Penalty: 12740.275391
	Iteration 5Q: 3 clusters Score -7488938 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -7489127.500000 Penalty: 12740.275391
	Iteration 6Q: 3 clusters Score -7489128 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -7489318.500000 Penalty: 12740.275391
	Iteration 7Q: 3 clusters Score -7489318 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -7489478.000000 Penalty: 12740.275391
	Iteration 8Q: 3 clusters Score -7489478 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -7489656.000000 Penalty: 12740.275391
	Iteration 9Q: 3 clusters Score -7489656 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -7489891.500000 Penalty: 12740.275391
	Iteration 10Q: 3 clusters Score -7489892 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -7490179.500000 Penalty: 12740.275391
	Iteration 11Q: 3 clusters Score -7490180 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -7490508.000000 Penalty: 12740.275391
	Iteration 12Q: 3 clusters Score -7490508 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -7490944.500000 Penalty: 12740.275391
	Iteration 13Q: 3 clusters Score -7490944 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -7491397.000000 Penalty: 12740.275391
	Iteration 14Q: 3 clusters Score -7491397 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -7492041.000000 Penalty: 12740.275391
	Iteration 15Q: 3 clusters Score -7492041 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -7492920.000000 Penalty: 12740.275391
	Iteration 16Q: 3 clusters Score -7492920 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -7493862.500000 Penalty: 12740.275391
	Iteration 17Q: 3 clusters Score -7493862 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -7494894.500000 Penalty: 12740.275391
	Iteration 18Q: 3 clusters Score -7494894 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -7495898.000000 Penalty: 12740.275391
	Iteration 19Q: 3 clusters Score -7495898 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -7496758.000000 Penalty: 12740.275391
	Iteration 20F: 3 clusters Score -7496758 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -7497423.000000 Penalty: 12740.275391
	Iteration 21Q: 3 clusters Score -7497423 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -7497977.000000 Penalty: 12740.275391
	Iteration 22Q: 3 clusters Score -7497977 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -7498350.000000 Penalty: 12740.275391
	Iteration 23Q: 3 clusters Score -7498350 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -7498586.500000 Penalty: 12740.275391
	Iteration 24Q: 3 clusters Score -7498586 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -7498784.000000 Penalty: 12740.275391
	Iteration 25Q: 3 clusters Score -7498784 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -7498903.500000 Penalty: 12740.275391
	Iteration 26Q: 3 clusters Score -7498904 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -7498965.000000 Penalty: 12740.275391
	Iteration 27Q: 3 clusters Score -7498965 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -7499042.500000 Penalty: 12740.275391
	Iteration 28Q: 3 clusters Score -7499042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -7499086.500000 Penalty: 12740.275391
	Iteration 29Q: 3 clusters Score -7499086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -7499116.000000 Penalty: 12740.275391
	Iteration 30Q: 3 clusters Score -7499116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -7499119.000000 Penalty: 12740.275391
	Iteration 31Q: 3 clusters Score -7499119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -7499140.500000 Penalty: 12740.275391
	Iteration 32Q: 3 clusters Score -7499140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -7499136.500000 Penalty: 12740.275391
	Iteration 33Q: 3 clusters Score -7499136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -7499149.000000 Penalty: 12740.275391
	Iteration 34Q: 3 clusters Score -7499149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -7499164.000000 Penalty: 12740.275391
	Iteration 35Q: 3 clusters Score -7499164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -7499167.500000 Penalty: 12740.275391
	Iteration 36Q: 3 clusters Score -7499168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -7499182.500000 Penalty: 12740.275391
	Iteration 37Q: 3 clusters Score -7499182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -7499186.500000 Penalty: 12740.275391
	Iteration 38Q: 3 clusters Score -7499186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -7499187.000000 Penalty: 12740.275391
	Iteration 39Q: 3 clusters Score -7499187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -7499187.000000 Penalty: 12740.275391
	Iteration 40F: 3 clusters Score -7499187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -48286.339844 Penalty: 3633.500244
	Iteration 0F: 2 clusters Score -48286.34 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 186 members 
Entering Unmasked Estep 
Score: -45358.750000 Penalty: 7267.000488
	Iteration 0F: 3 clusters Score -45358.75 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45869.363281 Penalty: 7267.000488
	Iteration 1F: 3 clusters Score -45869.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46106.714844 Penalty: 7267.000488
	Iteration 2F: 3 clusters Score -46106.71 nChanged 22
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: -46410.644531 Penalty: 7267.000488
	Iteration 3F: 3 clusters Score -46410.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46609.835938 Penalty: 7267.000488
	Iteration 4Q: 3 clusters Score -46609.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46778.941406 Penalty: 7267.000488
	Iteration 5Q: 3 clusters Score -46778.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46839.015625 Penalty: 7267.000488
	Iteration 6Q: 3 clusters Score -46839.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -46938.871094 Penalty: 7267.000488
	Iteration 7Q: 3 clusters Score -46938.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47064.906250 Penalty: 7267.000488
	Iteration 8Q: 3 clusters Score -47064.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47126.406250 Penalty: 7267.000488
	Iteration 9Q: 3 clusters Score -47126.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47168.652344 Penalty: 7267.000488
	Iteration 10Q: 3 clusters Score -47168.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47179.992188 Penalty: 7267.000488
	Iteration 11Q: 3 clusters Score -47179.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47182.222656 Penalty: 7267.000488
	Iteration 12F: 3 clusters Score -47182.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47192.562500 Penalty: 7267.000488
	Iteration 13Q: 3 clusters Score -47192.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47226.964844 Penalty: 7267.000488
	Iteration 14Q: 3 clusters Score -47226.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47246.019531 Penalty: 7267.000488
	Iteration 15Q: 3 clusters Score -47246.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47352.746094 Penalty: 7267.000488
	Iteration 16Q: 3 clusters Score -47352.75 nChanged 2
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: -47381.640625 Penalty: 7267.000488
	Iteration 17Q: 3 clusters Score -47381.64 nChanged 2
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: -47415.449219 Penalty: 7267.000488
	Iteration 18Q: 3 clusters Score -47415.45 nChanged 0
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: -47415.449219 Penalty: 7267.000488
	Iteration 19F: 3 clusters Score -47415.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -225650.125000 Penalty: 4294.368652
	Iteration 0F: 2 clusters Score -225650.1 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 534 members 
Entering Unmasked Estep 
Score: -221502.343750 Penalty: 8588.737305
	Iteration 0F: 3 clusters Score -221502.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -221991.390625 Penalty: 8588.737305
	Iteration 1F: 3 clusters Score -221991.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -222193.640625 Penalty: 8588.737305
	Iteration 2Q: 3 clusters Score -222193.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -222313.453125 Penalty: 8588.737305
	Iteration 3Q: 3 clusters Score -222313.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -222431.281250 Penalty: 8588.737305
	Iteration 4Q: 3 clusters Score -222431.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -222568.656250 Penalty: 8588.737305
	Iteration 5Q: 3 clusters Score -222568.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -222702.296875 Penalty: 8588.737305
	Iteration 6Q: 3 clusters Score -222702.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -222803.546875 Penalty: 8588.737305
	Iteration 7Q: 3 clusters Score -222803.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -222889.609375 Penalty: 8588.737305
	Iteration 8Q: 3 clusters Score -222889.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -222985.312500 Penalty: 8588.737305
	Iteration 9Q: 3 clusters Score -222985.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -223129.937500 Penalty: 8588.737305
	Iteration 10Q: 3 clusters Score -223129.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -223346.953125 Penalty: 8588.737305
	Iteration 11Q: 3 clusters Score -223347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -223440.750000 Penalty: 8588.737305
	Iteration 12Q: 3 clusters Score -223440.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -223486.640625 Penalty: 8588.737305
	Iteration 13Q: 3 clusters Score -223486.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -223518.640625 Penalty: 8588.737305
	Iteration 14Q: 3 clusters Score -223518.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -223534.203125 Penalty: 8588.737305
	Iteration 15Q: 3 clusters Score -223534.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -223540.765625 Penalty: 8588.737305
	Iteration 16Q: 3 clusters Score -223540.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -223551.515625 Penalty: 8588.737305
	Iteration 17Q: 3 clusters Score -223551.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -223581.203125 Penalty: 8588.737305
	Iteration 18Q: 3 clusters Score -223581.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -223623.046875 Penalty: 8588.737305
	Iteration 19Q: 3 clusters Score -223623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -223679.734375 Penalty: 8588.737305
	Iteration 20F: 3 clusters Score -223679.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -223711.656250 Penalty: 8588.737305
	Iteration 21Q: 3 clusters Score -223711.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -223736.296875 Penalty: 8588.737305
	Iteration 22Q: 3 clusters Score -223736.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -223765.765625 Penalty: 8588.737305
	Iteration 23Q: 3 clusters Score -223765.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -223805.234375 Penalty: 8588.737305
	Iteration 24Q: 3 clusters Score -223805.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -223834.000000 Penalty: 8588.737305
	Iteration 25Q: 3 clusters Score -223834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -223853.281250 Penalty: 8588.737305
	Iteration 26Q: 3 clusters Score -223853.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -223893.468750 Penalty: 8588.737305
	Iteration 27Q: 3 clusters Score -223893.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -223959.609375 Penalty: 8588.737305
	Iteration 28Q: 3 clusters Score -223959.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -224017.484375 Penalty: 8588.737305
	Iteration 29Q: 3 clusters Score -224017.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -224052.265625 Penalty: 8588.737305
	Iteration 30Q: 3 clusters Score -224052.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -224058.859375 Penalty: 8588.737305
	Iteration 31Q: 3 clusters Score -224058.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -224066.375000 Penalty: 8588.737305
	Iteration 32Q: 3 clusters Score -224066.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -224070.984375 Penalty: 8588.737305
	Iteration 33Q: 3 clusters Score -224071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -224070.984375 Penalty: 8588.737305
	Iteration 34F: 3 clusters Score -224071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Entering Unmasked Estep 
Score: -3165771.750000 Penalty: 5845.143555
	Iteration 0F: 2 clusters Score -3165772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3153097.000000 Penalty: 11690.287109
	Iteration 0F: 3 clusters Score -3153097 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -3155973.750000 Penalty: 11690.287109
	Iteration 1F: 3 clusters Score -3155974 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -3156510.250000 Penalty: 11690.287109
	Iteration 2F: 3 clusters Score -3156510 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -3156824.500000 Penalty: 11690.287109
	Iteration 3Q: 3 clusters Score -3156824 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -3157027.500000 Penalty: 11690.287109
	Iteration 4Q: 3 clusters Score -3157028 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -3157173.750000 Penalty: 11690.287109
	Iteration 5Q: 3 clusters Score -3157174 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3157292.250000 Penalty: 11690.287109
	Iteration 6Q: 3 clusters Score -3157292 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -3157379.750000 Penalty: 11690.287109
	Iteration 7Q: 3 clusters Score -3157380 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -3157445.500000 Penalty: 11690.287109
	Iteration 8Q: 3 clusters Score -3157446 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3157505.250000 Penalty: 11690.287109
	Iteration 9Q: 3 clusters Score -3157505 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -3157559.500000 Penalty: 11690.287109
	Iteration 10Q: 3 clusters Score -3157560 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -3157627.750000 Penalty: 11690.287109
	Iteration 11Q: 3 clusters Score -3157628 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3157680.750000 Penalty: 11690.287109
	Iteration 12Q: 3 clusters Score -3157681 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -3157719.500000 Penalty: 11690.287109
	Iteration 13Q: 3 clusters Score -3157720 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -3157763.000000 Penalty: 11690.287109
	Iteration 14Q: 3 clusters Score -3157763 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -3157802.250000 Penalty: 11690.287109
	Iteration 15Q: 3 clusters Score -3157802 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3157833.750000 Penalty: 11690.287109
	Iteration 16Q: 3 clusters Score -3157834 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3157868.750000 Penalty: 11690.287109
	Iteration 17Q: 3 clusters Score -3157869 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -3157908.500000 Penalty: 11690.287109
	Iteration 18Q: 3 clusters Score -3157908 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -3157951.500000 Penalty: 11690.287109
	Iteration 19Q: 3 clusters Score -3157952 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3158003.000000 Penalty: 11690.287109
	Iteration 20F: 3 clusters Score -3158003 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -3158039.000000 Penalty: 11690.287109
	Iteration 21Q: 3 clusters Score -3158039 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -3158080.750000 Penalty: 11690.287109
	Iteration 22Q: 3 clusters Score -3158081 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -3158129.500000 Penalty: 11690.287109
	Iteration 23Q: 3 clusters Score -3158130 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -3158160.750000 Penalty: 11690.287109
	Iteration 24Q: 3 clusters Score -3158161 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3158215.500000 Penalty: 11690.287109
	Iteration 25Q: 3 clusters Score -3158216 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -3158260.250000 Penalty: 11690.287109
	Iteration 26Q: 3 clusters Score -3158260 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3158304.000000 Penalty: 11690.287109
	Iteration 27Q: 3 clusters Score -3158304 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3158362.750000 Penalty: 11690.287109
	Iteration 28Q: 3 clusters Score -3158363 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -3158424.500000 Penalty: 11690.287109
	Iteration 29Q: 3 clusters Score -3158424 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3158517.750000 Penalty: 11690.287109
	Iteration 30Q: 3 clusters Score -3158518 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3158621.000000 Penalty: 11690.287109
	Iteration 31Q: 3 clusters Score -3158621 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3158751.750000 Penalty: 11690.287109
	Iteration 32Q: 3 clusters Score -3158752 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3158884.750000 Penalty: 11690.287109
	Iteration 33Q: 3 clusters Score -3158885 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3159037.250000 Penalty: 11690.287109
	Iteration 34Q: 3 clusters Score -3159037 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3159214.000000 Penalty: 11690.287109
	Iteration 35Q: 3 clusters Score -3159214 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3159352.500000 Penalty: 11690.287109
	Iteration 36Q: 3 clusters Score -3159352 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3159532.250000 Penalty: 11690.287109
	Iteration 37Q: 3 clusters Score -3159532 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3159691.750000 Penalty: 11690.287109
	Iteration 38Q: 3 clusters Score -3159692 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3159849.250000 Penalty: 11690.287109
	Iteration 39Q: 3 clusters Score -3159849 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3159990.500000 Penalty: 11690.287109
	Iteration 40F: 3 clusters Score -3159990 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3160092.750000 Penalty: 11690.287109
	Iteration 41Q: 3 clusters Score -3160093 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3160172.750000 Penalty: 11690.287109
	Iteration 42Q: 3 clusters Score -3160173 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3160228.000000 Penalty: 11690.287109
	Iteration 43Q: 3 clusters Score -3160228 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3160279.250000 Penalty: 11690.287109
	Iteration 44Q: 3 clusters Score -3160279 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3160328.750000 Penalty: 11690.287109
	Iteration 45Q: 3 clusters Score -3160329 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3160375.000000 Penalty: 11690.287109
	Iteration 46Q: 3 clusters Score -3160375 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3160405.000000 Penalty: 11690.287109
	Iteration 47Q: 3 clusters Score -3160405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3160441.250000 Penalty: 11690.287109
	Iteration 48Q: 3 clusters Score -3160441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3160463.500000 Penalty: 11690.287109
	Iteration 49Q: 3 clusters Score -3160464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3160490.000000 Penalty: 11690.287109
	Iteration 50Q: 3 clusters Score -3160490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3160517.000000 Penalty: 11690.287109
	Iteration 51Q: 3 clusters Score -3160517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3160538.500000 Penalty: 11690.287109
	Iteration 52Q: 3 clusters Score -3160538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3160554.500000 Penalty: 11690.287109
	Iteration 53Q: 3 clusters Score -3160554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3160565.250000 Penalty: 11690.287109
	Iteration 54Q: 3 clusters Score -3160565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3160574.250000 Penalty: 11690.287109
	Iteration 55Q: 3 clusters Score -3160574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3160587.750000 Penalty: 11690.287109
	Iteration 56Q: 3 clusters Score -3160588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3160591.750000 Penalty: 11690.287109
	Iteration 57Q: 3 clusters Score -3160592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3160603.500000 Penalty: 11690.287109
	Iteration 58Q: 3 clusters Score -3160604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3160613.500000 Penalty: 11690.287109
	Iteration 59Q: 3 clusters Score -3160614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3160616.000000 Penalty: 11690.287109
	Iteration 60F: 3 clusters Score -3160616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3160625.750000 Penalty: 11690.287109
	Iteration 61Q: 3 clusters Score -3160626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3160626.250000 Penalty: 11690.287109
	Iteration 62Q: 3 clusters Score -3160626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3160631.000000 Penalty: 11690.287109
	Iteration 63Q: 3 clusters Score -3160631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3160633.000000 Penalty: 11690.287109
	Iteration 64Q: 3 clusters Score -3160633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3160633.250000 Penalty: 11690.287109
	Iteration 65Q: 3 clusters Score -3160633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3160633.250000 Penalty: 11690.287109
	Iteration 66Q: 3 clusters Score -3160633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3160636.750000 Penalty: 11690.287109
	Iteration 67Q: 3 clusters Score -3160637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3160638.500000 Penalty: 11690.287109
	Iteration 68Q: 3 clusters Score -3160638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3160637.750000 Penalty: 11690.287109
	Iteration 69Q: 3 clusters Score -3160638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3160643.500000 Penalty: 11690.287109
	Iteration 70Q: 3 clusters Score -3160644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3160645.250000 Penalty: 11690.287109
	Iteration 71Q: 3 clusters Score -3160645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3160650.750000 Penalty: 11690.287109
	Iteration 72Q: 3 clusters Score -3160651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3160650.750000 Penalty: 11690.287109
	Iteration 73F: 3 clusters Score -3160651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 127132 members 
Mstep: Class 5 contains 170263 members 
Mstep: Class 6 contains 9639 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17972 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11601 members 
Mstep: Class 23 contains 32867 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290688.000000 Penalty: 212307.062500
Iteration 159Q: 27 clusters Score -1.382907e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 127131 members 
Mstep: Class 5 contains 170263 members 
Mstep: Class 6 contains 9645 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17972 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11601 members 
Mstep: Class 23 contains 32868 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290688.000000 Penalty: 212307.062500
Iteration 160F: 27 clusters Score -1.382907e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 127130 members 
Mstep: Class 5 contains 170263 members 
Mstep: Class 6 contains 9648 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17971 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11602 members 
Mstep: Class 23 contains 32870 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290688.000000 Penalty: 212307.062500
Iteration 161Q: 27 clusters Score -1.382907e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 127131 members 
Mstep: Class 5 contains 170262 members 
Mstep: Class 6 contains 9651 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12521 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 17971 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11603 members 
Mstep: Class 23 contains 32869 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290704.000000 Penalty: 212307.062500
Iteration 162Q: 27 clusters Score -1.382907e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 127131 members 
Mstep: Class 5 contains 170262 members 
Mstep: Class 6 contains 9655 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12520 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36721 members 
Mstep: Class 20 contains 17971 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11602 members 
Mstep: Class 23 contains 32870 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290720.000000 Penalty: 212307.062500
Iteration 163Q: 27 clusters Score -1.382907e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 127131 members 
Mstep: Class 5 contains 170262 members 
Mstep: Class 6 contains 9657 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12520 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36721 members 
Mstep: Class 20 contains 17971 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11603 members 
Mstep: Class 23 contains 32871 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290720.000000 Penalty: 212307.062500
Iteration 164Q: 27 clusters Score -1.382907e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 127131 members 
Mstep: Class 5 contains 170261 members 
Mstep: Class 6 contains 9659 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36721 members 
Mstep: Class 20 contains 17971 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11603 members 
Mstep: Class 23 contains 32872 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290768.000000 Penalty: 212307.062500
Iteration 165Q: 27 clusters Score -1.382908e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 127131 members 
Mstep: Class 5 contains 170261 members 
Mstep: Class 6 contains 9659 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12520 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36721 members 
Mstep: Class 20 contains 17971 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11604 members 
Mstep: Class 23 contains 32872 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290736.000000 Penalty: 212307.062500
Iteration 166Q: 27 clusters Score -1.382907e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 127131 members 
Mstep: Class 5 contains 170261 members 
Mstep: Class 6 contains 9659 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36721 members 
Mstep: Class 20 contains 17971 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11604 members 
Mstep: Class 23 contains 32872 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290752.000000 Penalty: 212307.062500
Iteration 167Q: 27 clusters Score -1.382908e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 127131 members 
Mstep: Class 5 contains 170261 members 
Mstep: Class 6 contains 9659 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12517 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36721 members 
Mstep: Class 20 contains 17971 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11606 members 
Mstep: Class 23 contains 32872 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290768.000000 Penalty: 212307.062500
Iteration 168Q: 27 clusters Score -1.382908e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 127131 members 
Mstep: Class 5 contains 170261 members 
Mstep: Class 6 contains 9659 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12517 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36721 members 
Mstep: Class 20 contains 17971 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11606 members 
Mstep: Class 23 contains 32872 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138290768.000000 Penalty: 212307.062500
Iteration 169F: 27 clusters Score -1.382908e+08 nChanged 0
Entering ConstructFrom: 
Score: -138290768.000000 Penalty: 212307.062500
Entering ConstructFrom: 
Trying to split cluster 1 (7910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Entering Unmasked Estep 
Score: -1734690.375000 Penalty: 5497.728516
	Iteration 0F: 2 clusters Score -1734690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1725759.625000 Penalty: 10995.457031
	Iteration 0F: 3 clusters Score -1725760 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1727619.875000 Penalty: 10995.457031
	Iteration 1F: 3 clusters Score -1727620 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1728128.250000 Penalty: 10995.457031
	Iteration 2F: 3 clusters Score -1728128 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1728509.875000 Penalty: 10995.457031
	Iteration 3F: 3 clusters Score -1728510 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1728916.875000 Penalty: 10995.457031
	Iteration 4F: 3 clusters Score -1728917 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1729308.375000 Penalty: 10995.457031
	Iteration 5Q: 3 clusters Score -1729308 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1729681.875000 Penalty: 10995.457031
	Iteration 6Q: 3 clusters Score -1729682 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1730011.375000 Penalty: 10995.457031
	Iteration 7Q: 3 clusters Score -1730011 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1730325.625000 Penalty: 10995.457031
	Iteration 8Q: 3 clusters Score -1730326 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1730578.000000 Penalty: 10995.457031
	Iteration 9Q: 3 clusters Score -1730578 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1730764.500000 Penalty: 10995.457031
	Iteration 10Q: 3 clusters Score -1730764 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1730885.250000 Penalty: 10995.457031
	Iteration 11Q: 3 clusters Score -1730885 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1730979.750000 Penalty: 10995.457031
	Iteration 12Q: 3 clusters Score -1730980 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1731056.750000 Penalty: 10995.457031
	Iteration 13Q: 3 clusters Score -1731057 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1731113.125000 Penalty: 10995.457031
	Iteration 14Q: 3 clusters Score -1731113 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1731151.000000 Penalty: 10995.457031
	Iteration 15Q: 3 clusters Score -1731151 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1731186.500000 Penalty: 10995.457031
	Iteration 16Q: 3 clusters Score -1731186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1731207.750000 Penalty: 10995.457031
	Iteration 17Q: 3 clusters Score -1731208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1731216.500000 Penalty: 10995.457031
	Iteration 18Q: 3 clusters Score -1731216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1731234.250000 Penalty: 10995.457031
	Iteration 19Q: 3 clusters Score -1731234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1731238.250000 Penalty: 10995.457031
	Iteration 20F: 3 clusters Score -1731238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1731247.375000 Penalty: 10995.457031
	Iteration 21Q: 3 clusters Score -1731247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1731249.000000 Penalty: 10995.457031
	Iteration 22Q: 3 clusters Score -1731249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1731254.250000 Penalty: 10995.457031
	Iteration 23Q: 3 clusters Score -1731254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1731256.875000 Penalty: 10995.457031
	Iteration 24Q: 3 clusters Score -1731257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1731257.125000 Penalty: 10995.457031
	Iteration 25Q: 3 clusters Score -1731257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1731260.375000 Penalty: 10995.457031
	Iteration 26Q: 3 clusters Score -1731260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1731263.750000 Penalty: 10995.457031
	Iteration 27Q: 3 clusters Score -1731264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1731264.000000 Penalty: 10995.457031
	Iteration 28Q: 3 clusters Score -1731264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1731267.375000 Penalty: 10995.457031
	Iteration 29Q: 3 clusters Score -1731267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1731265.500000 Penalty: 10995.457031
	Iteration 30Q: 3 clusters Score -1731266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1731265.750000 Penalty: 10995.457031
	Iteration 31Q: 3 clusters Score -1731266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1731265.750000 Penalty: 10995.457031
	Iteration 32F: 3 clusters Score -1731266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Entering Unmasked Estep 
Score: -768064.687500 Penalty: 5003.024414
	Iteration 0F: 2 clusters Score -768064.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -761979.125000 Penalty: 10006.048828
	Iteration 0F: 3 clusters Score -761979.1 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -762990.187500 Penalty: 10006.048828
	Iteration 1F: 3 clusters Score -762990.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -763561.062500 Penalty: 10006.048828
	Iteration 2F: 3 clusters Score -763561.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -764292.312500 Penalty: 10006.048828
	Iteration 3F: 3 clusters Score -764292.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -765026.000000 Penalty: 10006.048828
	Iteration 4F: 3 clusters Score -765026 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -765659.250000 Penalty: 10006.048828
	Iteration 5F: 3 clusters Score -765659.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -766169.812500 Penalty: 10006.048828
	Iteration 6F: 3 clusters Score -766169.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -766547.437500 Penalty: 10006.048828
	Iteration 7Q: 3 clusters Score -766547.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -766759.250000 Penalty: 10006.048828
	Iteration 8Q: 3 clusters Score -766759.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -766943.500000 Penalty: 10006.048828
	Iteration 9Q: 3 clusters Score -766943.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -767092.750000 Penalty: 10006.048828
	Iteration 10Q: 3 clusters Score -767092.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -767162.312500 Penalty: 10006.048828
	Iteration 11Q: 3 clusters Score -767162.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -767217.312500 Penalty: 10006.048828
	Iteration 12Q: 3 clusters Score -767217.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -767254.875000 Penalty: 10006.048828
	Iteration 13Q: 3 clusters Score -767254.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -767288.250000 Penalty: 10006.048828
	Iteration 14Q: 3 clusters Score -767288.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -767317.062500 Penalty: 10006.048828
	Iteration 15Q: 3 clusters Score -767317.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -767341.375000 Penalty: 10006.048828
	Iteration 16Q: 3 clusters Score -767341.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -767363.812500 Penalty: 10006.048828
	Iteration 17Q: 3 clusters Score -767363.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -767379.437500 Penalty: 10006.048828
	Iteration 18Q: 3 clusters Score -767379.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -767393.812500 Penalty: 10006.048828
	Iteration 19Q: 3 clusters Score -767393.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -767409.687500 Penalty: 10006.048828
	Iteration 20F: 3 clusters Score -767409.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -767421.687500 Penalty: 10006.048828
	Iteration 21Q: 3 clusters Score -767421.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -767429.125000 Penalty: 10006.048828
	Iteration 22Q: 3 clusters Score -767429.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -767430.875000 Penalty: 10006.048828
	Iteration 23Q: 3 clusters Score -767430.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -767432.375000 Penalty: 10006.048828
	Iteration 24Q: 3 clusters Score -767432.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -767436.875000 Penalty: 10006.048828
	Iteration 25Q: 3 clusters Score -767436.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -767437.937500 Penalty: 10006.048828
	Iteration 26Q: 3 clusters Score -767437.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -767441.812500 Penalty: 10006.048828
	Iteration 27Q: 3 clusters Score -767441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -767442.062500 Penalty: 10006.048828
	Iteration 28Q: 3 clusters Score -767442.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -767441.875000 Penalty: 10006.048828
	Iteration 29Q: 3 clusters Score -767441.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -767444.062500 Penalty: 10006.048828
	Iteration 30Q: 3 clusters Score -767444.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -767444.062500 Penalty: 10006.048828
	Iteration 31F: 3 clusters Score -767444.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Entering Unmasked Estep 
Score: -3053726.750000 Penalty: 5818.945801
	Iteration 0F: 2 clusters Score -3053727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -3041326.000000 Penalty: 11637.891602
	Iteration 0F: 3 clusters Score -3041326 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -3044150.750000 Penalty: 11637.891602
	Iteration 1F: 3 clusters Score -3044151 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -3044718.750000 Penalty: 11637.891602
	Iteration 2F: 3 clusters Score -3044719 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -3045125.000000 Penalty: 11637.891602
	Iteration 3F: 3 clusters Score -3045125 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -3045457.500000 Penalty: 11637.891602
	Iteration 4Q: 3 clusters Score -3045458 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3045714.500000 Penalty: 11637.891602
	Iteration 5Q: 3 clusters Score -3045714 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -3045956.250000 Penalty: 11637.891602
	Iteration 6Q: 3 clusters Score -3045956 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3046182.750000 Penalty: 11637.891602
	Iteration 7Q: 3 clusters Score -3046183 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -3046366.250000 Penalty: 11637.891602
	Iteration 8Q: 3 clusters Score -3046366 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -3046533.500000 Penalty: 11637.891602
	Iteration 9Q: 3 clusters Score -3046534 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3046694.500000 Penalty: 11637.891602
	Iteration 10Q: 3 clusters Score -3046694 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3046875.500000 Penalty: 11637.891602
	Iteration 11Q: 3 clusters Score -3046876 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3047062.000000 Penalty: 11637.891602
	Iteration 12Q: 3 clusters Score -3047062 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3047261.000000 Penalty: 11637.891602
	Iteration 13Q: 3 clusters Score -3047261 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3047467.000000 Penalty: 11637.891602
	Iteration 14Q: 3 clusters Score -3047467 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3047671.250000 Penalty: 11637.891602
	Iteration 15Q: 3 clusters Score -3047671 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3047873.750000 Penalty: 11637.891602
	Iteration 16Q: 3 clusters Score -3047874 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -3048007.000000 Penalty: 11637.891602
	Iteration 17Q: 3 clusters Score -3048007 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3048115.000000 Penalty: 11637.891602
	Iteration 18Q: 3 clusters Score -3048115 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -3048225.500000 Penalty: 11637.891602
	Iteration 19Q: 3 clusters Score -3048226 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3048300.500000 Penalty: 11637.891602
	Iteration 20F: 3 clusters Score -3048300 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3048358.750000 Penalty: 11637.891602
	Iteration 21Q: 3 clusters Score -3048359 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3048418.000000 Penalty: 11637.891602
	Iteration 22Q: 3 clusters Score -3048418 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -3048469.000000 Penalty: 11637.891602
	Iteration 23Q: 3 clusters Score -3048469 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -3048517.750000 Penalty: 11637.891602
	Iteration 24Q: 3 clusters Score -3048518 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -3048550.000000 Penalty: 11637.891602
	Iteration 25Q: 3 clusters Score -3048550 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -3048583.000000 Penalty: 11637.891602
	Iteration 26Q: 3 clusters Score -3048583 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -3048615.750000 Penalty: 11637.891602
	Iteration 27Q: 3 clusters Score -3048616 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3048651.250000 Penalty: 11637.891602
	Iteration 28Q: 3 clusters Score -3048651 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -3048663.750000 Penalty: 11637.891602
	Iteration 29Q: 3 clusters Score -3048664 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -3048693.500000 Penalty: 11637.891602
	Iteration 30Q: 3 clusters Score -3048694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3048715.000000 Penalty: 11637.891602
	Iteration 31Q: 3 clusters Score -3048715 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3048732.000000 Penalty: 11637.891602
	Iteration 32Q: 3 clusters Score -3048732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3048753.750000 Penalty: 11637.891602
	Iteration 33Q: 3 clusters Score -3048754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -3048778.250000 Penalty: 11637.891602
	Iteration 34Q: 3 clusters Score -3048778 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3048790.000000 Penalty: 11637.891602
	Iteration 35Q: 3 clusters Score -3048790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3048814.750000 Penalty: 11637.891602
	Iteration 36Q: 3 clusters Score -3048815 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -3048831.250000 Penalty: 11637.891602
	Iteration 37Q: 3 clusters Score -3048831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -3048853.500000 Penalty: 11637.891602
	Iteration 38Q: 3 clusters Score -3048854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3048868.250000 Penalty: 11637.891602
	Iteration 39Q: 3 clusters Score -3048868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3048880.000000 Penalty: 11637.891602
	Iteration 40F: 3 clusters Score -3048880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -3048888.750000 Penalty: 11637.891602
	Iteration 41Q: 3 clusters Score -3048889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3048903.250000 Penalty: 11637.891602
	Iteration 42Q: 3 clusters Score -3048903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3048912.000000 Penalty: 11637.891602
	Iteration 43Q: 3 clusters Score -3048912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -3048915.500000 Penalty: 11637.891602
	Iteration 44Q: 3 clusters Score -3048916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -3048927.250000 Penalty: 11637.891602
	Iteration 45Q: 3 clusters Score -3048927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3048935.250000 Penalty: 11637.891602
	Iteration 46Q: 3 clusters Score -3048935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -3048953.750000 Penalty: 11637.891602
	Iteration 47Q: 3 clusters Score -3048954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -3048958.500000 Penalty: 11637.891602
	Iteration 48Q: 3 clusters Score -3048958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3048972.500000 Penalty: 11637.891602
	Iteration 49Q: 3 clusters Score -3048972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -3048987.750000 Penalty: 11637.891602
	Iteration 50Q: 3 clusters Score -3048988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3049005.500000 Penalty: 11637.891602
	Iteration 51Q: 3 clusters Score -3049006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3049016.500000 Penalty: 11637.891602
	Iteration 52Q: 3 clusters Score -3049016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -3049025.500000 Penalty: 11637.891602
	Iteration 53Q: 3 clusters Score -3049026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3049036.500000 Penalty: 11637.891602
	Iteration 54Q: 3 clusters Score -3049036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -3049040.000000 Penalty: 11637.891602
	Iteration 55Q: 3 clusters Score -3049040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3049045.750000 Penalty: 11637.891602
	Iteration 56Q: 3 clusters Score -3049046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -3049049.250000 Penalty: 11637.891602
	Iteration 57Q: 3 clusters Score -3049049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3049047.000000 Penalty: 11637.891602
	Iteration 58Q: 3 clusters Score -3049047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -3049041.500000 Penalty: 11637.891602
	Iteration 59Q: 3 clusters Score -3049042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3049046.250000 Penalty: 11637.891602
	Iteration 60F: 3 clusters Score -3049046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3049046.000000 Penalty: 11637.891602
	Iteration 61Q: 3 clusters Score -3049046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -3049053.250000 Penalty: 11637.891602
	Iteration 62Q: 3 clusters Score -3049053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3049061.000000 Penalty: 11637.891602
	Iteration 63Q: 3 clusters Score -3049061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -3049067.250000 Penalty: 11637.891602
	Iteration 64Q: 3 clusters Score -3049067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -3049067.250000 Penalty: 11637.891602
	Iteration 65Q: 3 clusters Score -3049067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -3049062.750000 Penalty: 11637.891602
	Iteration 66Q: 3 clusters Score -3049063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3049066.500000 Penalty: 11637.891602
	Iteration 67Q: 3 clusters Score -3049066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3049069.500000 Penalty: 11637.891602
	Iteration 68Q: 3 clusters Score -3049070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -3049067.500000 Penalty: 11637.891602
	Iteration 69Q: 3 clusters Score -3049068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -3049081.000000 Penalty: 11637.891602
	Iteration 70Q: 3 clusters Score -3049081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3049086.500000 Penalty: 11637.891602
	Iteration 71Q: 3 clusters Score -3049086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3049084.500000 Penalty: 11637.891602
	Iteration 72Q: 3 clusters Score -3049084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -3049091.500000 Penalty: 11637.891602
	Iteration 73Q: 3 clusters Score -3049092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -3049087.250000 Penalty: 11637.891602
	Iteration 74Q: 3 clusters Score -3049087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3049093.000000 Penalty: 11637.891602
	Iteration 75Q: 3 clusters Score -3049093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3049090.250000 Penalty: 11637.891602
	Iteration 76Q: 3 clusters Score -3049090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3049090.750000 Penalty: 11637.891602
	Iteration 77Q: 3 clusters Score -3049091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3049090.250000 Penalty: 11637.891602
	Iteration 78Q: 3 clusters Score -3049090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -3049090.500000 Penalty: 11637.891602
	Iteration 79Q: 3 clusters Score -3049090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -3049090.500000 Penalty: 11637.891602
	Iteration 80F: 3 clusters Score -3049090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (127131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127131 members 
Entering Unmasked Estep 
Score: -29156630.000000 Penalty: 7198.696289
	Iteration 0F: 2 clusters Score -2.915663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -29070922.000000 Penalty: 14397.392578
	Iteration 0F: 3 clusters Score -2.907092e+07 nChanged 58767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 64996 members 
Entering Unmasked Estep 
Score: -29104702.000000 Penalty: 14397.392578
	Iteration 1F: 3 clusters Score -2.91047e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61714 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -29107882.000000 Penalty: 14397.392578
	Iteration 2F: 3 clusters Score -2.910788e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61612 members 
Mstep: Class 2 contains 65519 members 
Entering Unmasked Estep 
Score: -29112074.000000 Penalty: 14397.392578
	Iteration 3F: 3 clusters Score -2.911207e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 65305 members 
Entering Unmasked Estep 
Score: -29117586.000000 Penalty: 14397.392578
	Iteration 4F: 3 clusters Score -2.911759e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -29123832.000000 Penalty: 14397.392578
	Iteration 5F: 3 clusters Score -2.912383e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -29128684.000000 Penalty: 14397.392578
	Iteration 6F: 3 clusters Score -2.912868e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 61660 members 
Entering Unmasked Estep 
Score: -29132028.000000 Penalty: 14397.392578
	Iteration 7F: 3 clusters Score -2.913203e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67301 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -29134288.000000 Penalty: 14397.392578
	Iteration 8Q: 3 clusters Score -2.913429e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69300 members 
Mstep: Class 2 contains 57831 members 
Entering Unmasked Estep 
Score: -29135924.000000 Penalty: 14397.392578
	Iteration 9Q: 3 clusters Score -2.913592e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71375 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -29137246.000000 Penalty: 14397.392578
	Iteration 10Q: 3 clusters Score -2.913725e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73539 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -29138264.000000 Penalty: 14397.392578
	Iteration 11Q: 3 clusters Score -2.913826e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -29139274.000000 Penalty: 14397.392578
	Iteration 12Q: 3 clusters Score -2.913927e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78042 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -29140432.000000 Penalty: 14397.392578
	Iteration 13Q: 3 clusters Score -2.914043e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -29141632.000000 Penalty: 14397.392578
	Iteration 14Q: 3 clusters Score -2.914163e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82725 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -29142492.000000 Penalty: 14397.392578
	Iteration 15Q: 3 clusters Score -2.914249e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85175 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -29143412.000000 Penalty: 14397.392578
	Iteration 16Q: 3 clusters Score -2.914341e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87500 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -29144146.000000 Penalty: 14397.392578
	Iteration 17Q: 3 clusters Score -2.914415e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89752 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -29145042.000000 Penalty: 14397.392578
	Iteration 18Q: 3 clusters Score -2.914504e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91912 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -29145980.000000 Penalty: 14397.392578
	Iteration 19Q: 3 clusters Score -2.914598e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93955 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -29146610.000000 Penalty: 14397.392578
	Iteration 20F: 3 clusters Score -2.914661e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95950 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -29147424.000000 Penalty: 14397.392578
	Iteration 21Q: 3 clusters Score -2.914742e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97856 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -29148026.000000 Penalty: 14397.392578
	Iteration 22Q: 3 clusters Score -2.914803e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99639 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -29148532.000000 Penalty: 14397.392578
	Iteration 23Q: 3 clusters Score -2.914853e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101251 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -29148968.000000 Penalty: 14397.392578
	Iteration 24Q: 3 clusters Score -2.914897e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102672 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -29149416.000000 Penalty: 14397.392578
	Iteration 25Q: 3 clusters Score -2.914942e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104010 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -29149712.000000 Penalty: 14397.392578
	Iteration 26Q: 3 clusters Score -2.914971e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -29149994.000000 Penalty: 14397.392578
	Iteration 27Q: 3 clusters Score -2.914999e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106422 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -29150274.000000 Penalty: 14397.392578
	Iteration 28Q: 3 clusters Score -2.915027e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107471 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -29150604.000000 Penalty: 14397.392578
	Iteration 29Q: 3 clusters Score -2.91506e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108474 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -29150850.000000 Penalty: 14397.392578
	Iteration 30Q: 3 clusters Score -2.915085e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109374 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -29151134.000000 Penalty: 14397.392578
	Iteration 31Q: 3 clusters Score -2.915113e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110140 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -29151256.000000 Penalty: 14397.392578
	Iteration 32Q: 3 clusters Score -2.915126e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110828 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -29151412.000000 Penalty: 14397.392578
	Iteration 33Q: 3 clusters Score -2.915141e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111421 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -29151546.000000 Penalty: 14397.392578
	Iteration 34Q: 3 clusters Score -2.915155e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111961 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -29151732.000000 Penalty: 14397.392578
	Iteration 35Q: 3 clusters Score -2.915173e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112431 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -29151886.000000 Penalty: 14397.392578
	Iteration 36Q: 3 clusters Score -2.915189e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112804 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -29151942.000000 Penalty: 14397.392578
	Iteration 37Q: 3 clusters Score -2.915194e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113134 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -29152066.000000 Penalty: 14397.392578
	Iteration 38Q: 3 clusters Score -2.915207e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113429 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -29152054.000000 Penalty: 14397.392578
	Iteration 39Q: 3 clusters Score -2.915205e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113674 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -29152030.000000 Penalty: 14397.392578
	Iteration 40F: 3 clusters Score -2.915203e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113889 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -29152038.000000 Penalty: 14397.392578
	Iteration 41Q: 3 clusters Score -2.915204e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114087 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -29152046.000000 Penalty: 14397.392578
	Iteration 42Q: 3 clusters Score -2.915205e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114289 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -29152060.000000 Penalty: 14397.392578
	Iteration 43Q: 3 clusters Score -2.915206e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114460 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -29152080.000000 Penalty: 14397.392578
	Iteration 44Q: 3 clusters Score -2.915208e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114598 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -29152128.000000 Penalty: 14397.392578
	Iteration 45Q: 3 clusters Score -2.915213e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114717 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -29152100.000000 Penalty: 14397.392578
	Iteration 46Q: 3 clusters Score -2.91521e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114826 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -29152120.000000 Penalty: 14397.392578
	Iteration 47Q: 3 clusters Score -2.915212e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114916 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -29152146.000000 Penalty: 14397.392578
	Iteration 48Q: 3 clusters Score -2.915215e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115013 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -29152180.000000 Penalty: 14397.392578
	Iteration 49Q: 3 clusters Score -2.915218e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115102 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -29152088.000000 Penalty: 14397.392578
	Iteration 50Q: 3 clusters Score -2.915209e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115164 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -29152070.000000 Penalty: 14397.392578
	Iteration 51Q: 3 clusters Score -2.915207e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115223 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -29152082.000000 Penalty: 14397.392578
	Iteration 52Q: 3 clusters Score -2.915208e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115277 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -29152092.000000 Penalty: 14397.392578
	Iteration 53Q: 3 clusters Score -2.915209e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115324 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -29152060.000000 Penalty: 14397.392578
	Iteration 54Q: 3 clusters Score -2.915206e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115365 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -29152082.000000 Penalty: 14397.392578
	Iteration 55Q: 3 clusters Score -2.915208e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115408 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -29152106.000000 Penalty: 14397.392578
	Iteration 56Q: 3 clusters Score -2.915211e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115447 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -29152090.000000 Penalty: 14397.392578
	Iteration 57Q: 3 clusters Score -2.915209e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115488 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -29152074.000000 Penalty: 14397.392578
	Iteration 58Q: 3 clusters Score -2.915207e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115518 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -29152104.000000 Penalty: 14397.392578
	Iteration 59Q: 3 clusters Score -2.91521e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115546 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -29152104.000000 Penalty: 14397.392578
	Iteration 60F: 3 clusters Score -2.91521e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115570 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -29152086.000000 Penalty: 14397.392578
	Iteration 61Q: 3 clusters Score -2.915209e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115603 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -29152094.000000 Penalty: 14397.392578
	Iteration 62Q: 3 clusters Score -2.915209e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115637 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -29152106.000000 Penalty: 14397.392578
	Iteration 63Q: 3 clusters Score -2.915211e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115665 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -29152130.000000 Penalty: 14397.392578
	Iteration 64Q: 3 clusters Score -2.915213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115691 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -29152146.000000 Penalty: 14397.392578
	Iteration 65Q: 3 clusters Score -2.915215e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115723 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -29152178.000000 Penalty: 14397.392578
	Iteration 66Q: 3 clusters Score -2.915218e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115759 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -29152166.000000 Penalty: 14397.392578
	Iteration 67Q: 3 clusters Score -2.915217e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115792 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -29152164.000000 Penalty: 14397.392578
	Iteration 68Q: 3 clusters Score -2.915216e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115816 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -29152186.000000 Penalty: 14397.392578
	Iteration 69Q: 3 clusters Score -2.915219e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115839 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -29152192.000000 Penalty: 14397.392578
	Iteration 70Q: 3 clusters Score -2.915219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115854 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -29152200.000000 Penalty: 14397.392578
	Iteration 71Q: 3 clusters Score -2.91522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115865 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -29152192.000000 Penalty: 14397.392578
	Iteration 72Q: 3 clusters Score -2.915219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115874 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -29152172.000000 Penalty: 14397.392578
	Iteration 73Q: 3 clusters Score -2.915217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115887 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -29152190.000000 Penalty: 14397.392578
	Iteration 74Q: 3 clusters Score -2.915219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115902 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -29152218.000000 Penalty: 14397.392578
	Iteration 75Q: 3 clusters Score -2.915222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115914 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -29152178.000000 Penalty: 14397.392578
	Iteration 76Q: 3 clusters Score -2.915218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115927 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -29152204.000000 Penalty: 14397.392578
	Iteration 77Q: 3 clusters Score -2.91522e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115945 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -29152202.000000 Penalty: 14397.392578
	Iteration 78Q: 3 clusters Score -2.91522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115957 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -29152190.000000 Penalty: 14397.392578
	Iteration 79Q: 3 clusters Score -2.915219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115972 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -29152202.000000 Penalty: 14397.392578
	Iteration 80F: 3 clusters Score -2.91522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115983 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -29152188.000000 Penalty: 14397.392578
	Iteration 81Q: 3 clusters Score -2.915219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115991 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -29152212.000000 Penalty: 14397.392578
	Iteration 82Q: 3 clusters Score -2.915221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116000 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -29152206.000000 Penalty: 14397.392578
	Iteration 83Q: 3 clusters Score -2.915221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116013 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -29152220.000000 Penalty: 14397.392578
	Iteration 84Q: 3 clusters Score -2.915222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116029 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -29152224.000000 Penalty: 14397.392578
	Iteration 85Q: 3 clusters Score -2.915222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116044 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -29152216.000000 Penalty: 14397.392578
	Iteration 86Q: 3 clusters Score -2.915222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116050 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -29152210.000000 Penalty: 14397.392578
	Iteration 87Q: 3 clusters Score -2.915221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116055 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -29152206.000000 Penalty: 14397.392578
	Iteration 88Q: 3 clusters Score -2.915221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116067 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -29152230.000000 Penalty: 14397.392578
	Iteration 89Q: 3 clusters Score -2.915223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116075 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -29152264.000000 Penalty: 14397.392578
	Iteration 90Q: 3 clusters Score -2.915226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116089 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -29152252.000000 Penalty: 14397.392578
	Iteration 91Q: 3 clusters Score -2.915225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116102 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -29152248.000000 Penalty: 14397.392578
	Iteration 92Q: 3 clusters Score -2.915225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116115 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -29152264.000000 Penalty: 14397.392578
	Iteration 93Q: 3 clusters Score -2.915226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116128 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -29152232.000000 Penalty: 14397.392578
	Iteration 94Q: 3 clusters Score -2.915223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116141 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -29152218.000000 Penalty: 14397.392578
	Iteration 95Q: 3 clusters Score -2.915222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116153 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -29152236.000000 Penalty: 14397.392578
	Iteration 96Q: 3 clusters Score -2.915224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116161 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -29152210.000000 Penalty: 14397.392578
	Iteration 97Q: 3 clusters Score -2.915221e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116176 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -29152248.000000 Penalty: 14397.392578
	Iteration 98Q: 3 clusters Score -2.915225e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116198 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -29152256.000000 Penalty: 14397.392578
	Iteration 99Q: 3 clusters Score -2.915226e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116224 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -29152250.000000 Penalty: 14397.392578
	Iteration 100F: 3 clusters Score -2.915225e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116252 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -29152228.000000 Penalty: 14397.392578
	Iteration 101Q: 3 clusters Score -2.915223e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116280 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -29152258.000000 Penalty: 14397.392578
	Iteration 102Q: 3 clusters Score -2.915226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116302 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -29152238.000000 Penalty: 14397.392578
	Iteration 103Q: 3 clusters Score -2.915224e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116326 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -29152268.000000 Penalty: 14397.392578
	Iteration 104Q: 3 clusters Score -2.915227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116337 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -29152262.000000 Penalty: 14397.392578
	Iteration 105Q: 3 clusters Score -2.915226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116350 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -29152264.000000 Penalty: 14397.392578
	Iteration 106Q: 3 clusters Score -2.915226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116363 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -29152276.000000 Penalty: 14397.392578
	Iteration 107Q: 3 clusters Score -2.915228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116376 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -29152284.000000 Penalty: 14397.392578
	Iteration 108Q: 3 clusters Score -2.915228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116394 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -29152292.000000 Penalty: 14397.392578
	Iteration 109Q: 3 clusters Score -2.915229e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116413 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -29152282.000000 Penalty: 14397.392578
	Iteration 110Q: 3 clusters Score -2.915228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116431 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -29152286.000000 Penalty: 14397.392578
	Iteration 111Q: 3 clusters Score -2.915229e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116450 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -29152290.000000 Penalty: 14397.392578
	Iteration 112Q: 3 clusters Score -2.915229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116466 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -29152296.000000 Penalty: 14397.392578
	Iteration 113Q: 3 clusters Score -2.91523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116480 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -29152300.000000 Penalty: 14397.392578
	Iteration 114Q: 3 clusters Score -2.91523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116492 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -29152282.000000 Penalty: 14397.392578
	Iteration 115Q: 3 clusters Score -2.915228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116498 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -29152302.000000 Penalty: 14397.392578
	Iteration 116Q: 3 clusters Score -2.91523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116503 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -29152306.000000 Penalty: 14397.392578
	Iteration 117Q: 3 clusters Score -2.915231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116509 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -29152300.000000 Penalty: 14397.392578
	Iteration 118Q: 3 clusters Score -2.91523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116517 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -29152258.000000 Penalty: 14397.392578
	Iteration 119Q: 3 clusters Score -2.915226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116526 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -29152260.000000 Penalty: 14397.392578
	Iteration 120F: 3 clusters Score -2.915226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116536 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -29152284.000000 Penalty: 14397.392578
	Iteration 121Q: 3 clusters Score -2.915228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116544 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -29152312.000000 Penalty: 14397.392578
	Iteration 122Q: 3 clusters Score -2.915231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116555 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -29152302.000000 Penalty: 14397.392578
	Iteration 123Q: 3 clusters Score -2.91523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116567 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -29152320.000000 Penalty: 14397.392578
	Iteration 124Q: 3 clusters Score -2.915232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116578 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -29152294.000000 Penalty: 14397.392578
	Iteration 125Q: 3 clusters Score -2.915229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116585 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -29152290.000000 Penalty: 14397.392578
	Iteration 126Q: 3 clusters Score -2.915229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116591 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -29152306.000000 Penalty: 14397.392578
	Iteration 127Q: 3 clusters Score -2.915231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116595 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -29152304.000000 Penalty: 14397.392578
	Iteration 128Q: 3 clusters Score -2.91523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116603 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -29152320.000000 Penalty: 14397.392578
	Iteration 129Q: 3 clusters Score -2.915232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116614 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -29152306.000000 Penalty: 14397.392578
	Iteration 130Q: 3 clusters Score -2.915231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116622 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -29152290.000000 Penalty: 14397.392578
	Iteration 131Q: 3 clusters Score -2.915229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116636 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -29152306.000000 Penalty: 14397.392578
	Iteration 132Q: 3 clusters Score -2.915231e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116652 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -29152296.000000 Penalty: 14397.392578
	Iteration 133Q: 3 clusters Score -2.91523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116663 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -29152308.000000 Penalty: 14397.392578
	Iteration 134Q: 3 clusters Score -2.915231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116678 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -29152304.000000 Penalty: 14397.392578
	Iteration 135Q: 3 clusters Score -2.91523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116697 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -29152342.000000 Penalty: 14397.392578
	Iteration 136Q: 3 clusters Score -2.915234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116709 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -29152328.000000 Penalty: 14397.392578
	Iteration 137Q: 3 clusters Score -2.915233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116719 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -29152330.000000 Penalty: 14397.392578
	Iteration 138Q: 3 clusters Score -2.915233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116735 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -29152348.000000 Penalty: 14397.392578
	Iteration 139Q: 3 clusters Score -2.915235e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116755 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -29152346.000000 Penalty: 14397.392578
	Iteration 140F: 3 clusters Score -2.915235e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116775 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -29152358.000000 Penalty: 14397.392578
	Iteration 141Q: 3 clusters Score -2.915236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116791 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -29152354.000000 Penalty: 14397.392578
	Iteration 142Q: 3 clusters Score -2.915235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116805 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -29152362.000000 Penalty: 14397.392578
	Iteration 143Q: 3 clusters Score -2.915236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116820 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -29152362.000000 Penalty: 14397.392578
	Iteration 144Q: 3 clusters Score -2.915236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116838 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -29152366.000000 Penalty: 14397.392578
	Iteration 145Q: 3 clusters Score -2.915237e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116859 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -29152384.000000 Penalty: 14397.392578
	Iteration 146Q: 3 clusters Score -2.915238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116874 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -29152384.000000 Penalty: 14397.392578
	Iteration 147Q: 3 clusters Score -2.915238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116879 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -29152366.000000 Penalty: 14397.392578
	Iteration 148Q: 3 clusters Score -2.915237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116889 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -29152356.000000 Penalty: 14397.392578
	Iteration 149Q: 3 clusters Score -2.915236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116895 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -29152378.000000 Penalty: 14397.392578
	Iteration 150Q: 3 clusters Score -2.915238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116897 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -29152372.000000 Penalty: 14397.392578
	Iteration 151Q: 3 clusters Score -2.915237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116898 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -29152380.000000 Penalty: 14397.392578
	Iteration 152Q: 3 clusters Score -2.915238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116900 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -29152366.000000 Penalty: 14397.392578
	Iteration 153Q: 3 clusters Score -2.915237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116903 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -29152368.000000 Penalty: 14397.392578
	Iteration 154Q: 3 clusters Score -2.915237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116905 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -29152364.000000 Penalty: 14397.392578
	Iteration 155Q: 3 clusters Score -2.915236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116908 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -29152386.000000 Penalty: 14397.392578
	Iteration 156Q: 3 clusters Score -2.915239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116912 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -29152388.000000 Penalty: 14397.392578
	Iteration 157Q: 3 clusters Score -2.915239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116916 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -29152396.000000 Penalty: 14397.392578
	Iteration 158Q: 3 clusters Score -2.91524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116921 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -29152382.000000 Penalty: 14397.392578
	Iteration 159Q: 3 clusters Score -2.915238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116922 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -29152414.000000 Penalty: 14397.392578
	Iteration 160F: 3 clusters Score -2.915241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116924 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -29152406.000000 Penalty: 14397.392578
	Iteration 161Q: 3 clusters Score -2.915241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116926 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -29152410.000000 Penalty: 14397.392578
	Iteration 162Q: 3 clusters Score -2.915241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116929 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -29152400.000000 Penalty: 14397.392578
	Iteration 163Q: 3 clusters Score -2.91524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116933 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -29152392.000000 Penalty: 14397.392578
	Iteration 164Q: 3 clusters Score -2.915239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116936 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -29152400.000000 Penalty: 14397.392578
	Iteration 165Q: 3 clusters Score -2.91524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116939 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -29152396.000000 Penalty: 14397.392578
	Iteration 166Q: 3 clusters Score -2.91524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116940 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -29152414.000000 Penalty: 14397.392578
	Iteration 167Q: 3 clusters Score -2.915241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116939 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -29152402.000000 Penalty: 14397.392578
	Iteration 168Q: 3 clusters Score -2.91524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116941 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -29152392.000000 Penalty: 14397.392578
	Iteration 169Q: 3 clusters Score -2.915239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116945 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -29152388.000000 Penalty: 14397.392578
	Iteration 170Q: 3 clusters Score -2.915239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116948 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -29152372.000000 Penalty: 14397.392578
	Iteration 171Q: 3 clusters Score -2.915237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116954 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -29152386.000000 Penalty: 14397.392578
	Iteration 172Q: 3 clusters Score -2.915239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116962 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -29152396.000000 Penalty: 14397.392578
	Iteration 173Q: 3 clusters Score -2.91524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116966 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -29152384.000000 Penalty: 14397.392578
	Iteration 174Q: 3 clusters Score -2.915238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116969 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -29152380.000000 Penalty: 14397.392578
	Iteration 175Q: 3 clusters Score -2.915238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116976 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -29152382.000000 Penalty: 14397.392578
	Iteration 176Q: 3 clusters Score -2.915238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116982 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -29152384.000000 Penalty: 14397.392578
	Iteration 177Q: 3 clusters Score -2.915238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116986 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -29152388.000000 Penalty: 14397.392578
	Iteration 178Q: 3 clusters Score -2.915239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116991 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -29152392.000000 Penalty: 14397.392578
	Iteration 179Q: 3 clusters Score -2.915239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116997 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -29152394.000000 Penalty: 14397.392578
	Iteration 180F: 3 clusters Score -2.915239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117005 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -29152408.000000 Penalty: 14397.392578
	Iteration 181Q: 3 clusters Score -2.915241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117013 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -29152392.000000 Penalty: 14397.392578
	Iteration 182Q: 3 clusters Score -2.915239e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117027 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -29152390.000000 Penalty: 14397.392578
	Iteration 183Q: 3 clusters Score -2.915239e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117040 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -29152390.000000 Penalty: 14397.392578
	Iteration 184Q: 3 clusters Score -2.915239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117048 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -29152410.000000 Penalty: 14397.392578
	Iteration 185Q: 3 clusters Score -2.915241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117056 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -29152404.000000 Penalty: 14397.392578
	Iteration 186Q: 3 clusters Score -2.91524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117063 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -29152414.000000 Penalty: 14397.392578
	Iteration 187Q: 3 clusters Score -2.915241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117069 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -29152420.000000 Penalty: 14397.392578
	Iteration 188Q: 3 clusters Score -2.915242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117078 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -29152396.000000 Penalty: 14397.392578
	Iteration 189Q: 3 clusters Score -2.91524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117086 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -29152408.000000 Penalty: 14397.392578
	Iteration 190Q: 3 clusters Score -2.915241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117090 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -29152418.000000 Penalty: 14397.392578
	Iteration 191Q: 3 clusters Score -2.915242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117097 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -29152410.000000 Penalty: 14397.392578
	Iteration 192Q: 3 clusters Score -2.915241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117103 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -29152382.000000 Penalty: 14397.392578
	Iteration 193Q: 3 clusters Score -2.915238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117113 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -29152418.000000 Penalty: 14397.392578
	Iteration 194Q: 3 clusters Score -2.915242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117128 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -29152426.000000 Penalty: 14397.392578
	Iteration 195Q: 3 clusters Score -2.915243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117139 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -29152410.000000 Penalty: 14397.392578
	Iteration 196Q: 3 clusters Score -2.915241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117149 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -29152440.000000 Penalty: 14397.392578
	Iteration 197Q: 3 clusters Score -2.915244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117156 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -29152422.000000 Penalty: 14397.392578
	Iteration 198Q: 3 clusters Score -2.915242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117160 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -29152428.000000 Penalty: 14397.392578
	Iteration 199Q: 3 clusters Score -2.915243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117165 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -29152410.000000 Penalty: 14397.392578
	Iteration 200F: 3 clusters Score -2.915241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117170 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -29152416.000000 Penalty: 14397.392578
	Iteration 201Q: 3 clusters Score -2.915242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117175 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -29152398.000000 Penalty: 14397.392578
	Iteration 202Q: 3 clusters Score -2.91524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117184 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -29152408.000000 Penalty: 14397.392578
	Iteration 203Q: 3 clusters Score -2.915241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117193 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -29152422.000000 Penalty: 14397.392578
	Iteration 204Q: 3 clusters Score -2.915242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117204 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -29152428.000000 Penalty: 14397.392578
	Iteration 205Q: 3 clusters Score -2.915243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117217 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -29152414.000000 Penalty: 14397.392578
	Iteration 206Q: 3 clusters Score -2.915241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117227 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -29152402.000000 Penalty: 14397.392578
	Iteration 207Q: 3 clusters Score -2.91524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117234 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -29152424.000000 Penalty: 14397.392578
	Iteration 208Q: 3 clusters Score -2.915242e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117244 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -29152420.000000 Penalty: 14397.392578
	Iteration 209Q: 3 clusters Score -2.915242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117251 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -29152422.000000 Penalty: 14397.392578
	Iteration 210Q: 3 clusters Score -2.915242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117257 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -29152396.000000 Penalty: 14397.392578
	Iteration 211Q: 3 clusters Score -2.91524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117262 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -29152412.000000 Penalty: 14397.392578
	Iteration 212Q: 3 clusters Score -2.915241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117265 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -29152426.000000 Penalty: 14397.392578
	Iteration 213Q: 3 clusters Score -2.915243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -29152440.000000 Penalty: 14397.392578
	Iteration 214Q: 3 clusters Score -2.915244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117272 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -29152438.000000 Penalty: 14397.392578
	Iteration 215Q: 3 clusters Score -2.915244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117277 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -29152438.000000 Penalty: 14397.392578
	Iteration 216Q: 3 clusters Score -2.915244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117277 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -29152432.000000 Penalty: 14397.392578
	Iteration 217Q: 3 clusters Score -2.915243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117278 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -29152436.000000 Penalty: 14397.392578
	Iteration 218Q: 3 clusters Score -2.915244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117279 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -29152416.000000 Penalty: 14397.392578
	Iteration 219Q: 3 clusters Score -2.915242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117280 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -29152426.000000 Penalty: 14397.392578
	Iteration 220F: 3 clusters Score -2.915243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117281 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -29152428.000000 Penalty: 14397.392578
	Iteration 221Q: 3 clusters Score -2.915243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117281 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -29152428.000000 Penalty: 14397.392578
	Iteration 222F: 3 clusters Score -2.915243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (170261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170261 members 
Entering Unmasked Estep 
Score: -38519892.000000 Penalty: 7377.616211
	Iteration 0F: 2 clusters Score -3.851989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84927 members 
Mstep: Class 2 contains 85334 members 
Entering Unmasked Estep 
Score: -38405536.000000 Penalty: 14755.232422
	Iteration 0F: 3 clusters Score -3.840554e+07 nChanged 79176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83335 members 
Mstep: Class 2 contains 86926 members 
Entering Unmasked Estep 
Score: -38450072.000000 Penalty: 14755.232422
	Iteration 1F: 3 clusters Score -3.845007e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82333 members 
Mstep: Class 2 contains 87928 members 
Entering Unmasked Estep 
Score: -38451316.000000 Penalty: 14755.232422
	Iteration 2Q: 3 clusters Score -3.845132e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80725 members 
Mstep: Class 2 contains 89536 members 
Entering Unmasked Estep 
Score: -38452440.000000 Penalty: 14755.232422
	Iteration 3Q: 3 clusters Score -3.845244e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78431 members 
Mstep: Class 2 contains 91830 members 
Entering Unmasked Estep 
Score: -38453584.000000 Penalty: 14755.232422
	Iteration 4Q: 3 clusters Score -3.845358e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75060 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -38454788.000000 Penalty: 14755.232422
	Iteration 5Q: 3 clusters Score -3.845479e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70158 members 
Mstep: Class 2 contains 100103 members 
Entering Unmasked Estep 
Score: -38456612.000000 Penalty: 14755.232422
	Iteration 6Q: 3 clusters Score -3.845661e+07 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 107074 members 
Entering Unmasked Estep 
Score: -38459740.000000 Penalty: 14755.232422
	Iteration 7Q: 3 clusters Score -3.845974e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 116631 members 
Entering Unmasked Estep 
Score: -38465292.000000 Penalty: 14755.232422
	Iteration 8F: 3 clusters Score -3.846529e+07 nChanged 12573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 129098 members 
Entering Unmasked Estep 
Score: -38474716.000000 Penalty: 14755.232422
	Iteration 9F: 3 clusters Score -3.847472e+07 nChanged 14260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 143320 members 
Entering Unmasked Estep 
Score: -38487984.000000 Penalty: 14755.232422
	Iteration 10F: 3 clusters Score -3.848798e+07 nChanged 12528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 155834 members 
Entering Unmasked Estep 
Score: -38500312.000000 Penalty: 14755.232422
	Iteration 11F: 3 clusters Score -3.850031e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 163649 members 
Entering Unmasked Estep 
Score: -38507820.000000 Penalty: 14755.232422
	Iteration 12Q: 3 clusters Score -3.850782e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 167257 members 
Entering Unmasked Estep 
Score: -38511112.000000 Penalty: 14755.232422
	Iteration 13Q: 3 clusters Score -3.851111e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 168657 members 
Entering Unmasked Estep 
Score: -38512576.000000 Penalty: 14755.232422
	Iteration 14Q: 3 clusters Score -3.851258e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 169137 members 
Entering Unmasked Estep 
Score: -38513080.000000 Penalty: 14755.232422
	Iteration 15Q: 3 clusters Score -3.851308e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 169332 members 
Entering Unmasked Estep 
Score: -38513212.000000 Penalty: 14755.232422
	Iteration 16Q: 3 clusters Score -3.851321e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 169422 members 
Entering Unmasked Estep 
Score: -38513332.000000 Penalty: 14755.232422
	Iteration 17Q: 3 clusters Score -3.851333e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 169453 members 
Entering Unmasked Estep 
Score: -38513460.000000 Penalty: 14755.232422
	Iteration 18Q: 3 clusters Score -3.851346e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 169489 members 
Entering Unmasked Estep 
Score: -38513500.000000 Penalty: 14755.232422
	Iteration 19Q: 3 clusters Score -3.85135e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 169508 members 
Entering Unmasked Estep 
Score: -38513500.000000 Penalty: 14755.232422
	Iteration 20F: 3 clusters Score -3.85135e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 169519 members 
Entering Unmasked Estep 
Score: -38513544.000000 Penalty: 14755.232422
	Iteration 21Q: 3 clusters Score -3.851354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 169524 members 
Entering Unmasked Estep 
Score: -38513564.000000 Penalty: 14755.232422
	Iteration 22Q: 3 clusters Score -3.851356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 169525 members 
Entering Unmasked Estep 
Score: -38513552.000000 Penalty: 14755.232422
	Iteration 23Q: 3 clusters Score -3.851355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 169529 members 
Entering Unmasked Estep 
Score: -38513572.000000 Penalty: 14755.232422
	Iteration 24Q: 3 clusters Score -3.851357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 169535 members 
Entering Unmasked Estep 
Score: -38513596.000000 Penalty: 14755.232422
	Iteration 25Q: 3 clusters Score -3.85136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 169536 members 
Entering Unmasked Estep 
Score: -38513628.000000 Penalty: 14755.232422
	Iteration 26Q: 3 clusters Score -3.851363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 169535 members 
Entering Unmasked Estep 
Score: -38513584.000000 Penalty: 14755.232422
	Iteration 27Q: 3 clusters Score -3.851358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 169535 members 
Entering Unmasked Estep 
Score: -38513584.000000 Penalty: 14755.232422
	Iteration 28F: 3 clusters Score -3.851358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Entering Unmasked Estep 
Score: -2187513.250000 Penalty: 5620.083008
	Iteration 0F: 2 clusters Score -2187513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2177449.000000 Penalty: 11240.166016
	Iteration 0F: 3 clusters Score -2177449 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2179401.250000 Penalty: 11240.166016
	Iteration 1F: 3 clusters Score -2179401 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2179830.750000 Penalty: 11240.166016
	Iteration 2F: 3 clusters Score -2179831 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2180100.000000 Penalty: 11240.166016
	Iteration 3Q: 3 clusters Score -2180100 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2180275.250000 Penalty: 11240.166016
	Iteration 4Q: 3 clusters Score -2180275 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2180390.250000 Penalty: 11240.166016
	Iteration 5Q: 3 clusters Score -2180390 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2180484.500000 Penalty: 11240.166016
	Iteration 6Q: 3 clusters Score -2180484 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2180550.500000 Penalty: 11240.166016
	Iteration 7Q: 3 clusters Score -2180550 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2180603.250000 Penalty: 11240.166016
	Iteration 8Q: 3 clusters Score -2180603 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2180644.500000 Penalty: 11240.166016
	Iteration 9Q: 3 clusters Score -2180644 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2180674.000000 Penalty: 11240.166016
	Iteration 10Q: 3 clusters Score -2180674 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2180691.750000 Penalty: 11240.166016
	Iteration 11Q: 3 clusters Score -2180692 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2180711.750000 Penalty: 11240.166016
	Iteration 12Q: 3 clusters Score -2180712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2180730.250000 Penalty: 11240.166016
	Iteration 13Q: 3 clusters Score -2180730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2180745.250000 Penalty: 11240.166016
	Iteration 14Q: 3 clusters Score -2180745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2180760.250000 Penalty: 11240.166016
	Iteration 15Q: 3 clusters Score -2180760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2180765.000000 Penalty: 11240.166016
	Iteration 16Q: 3 clusters Score -2180765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2180771.500000 Penalty: 11240.166016
	Iteration 17Q: 3 clusters Score -2180772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2180777.000000 Penalty: 11240.166016
	Iteration 18Q: 3 clusters Score -2180777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2180781.500000 Penalty: 11240.166016
	Iteration 19Q: 3 clusters Score -2180782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2180788.500000 Penalty: 11240.166016
	Iteration 20F: 3 clusters Score -2180788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2180798.000000 Penalty: 11240.166016
	Iteration 21Q: 3 clusters Score -2180798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2180802.000000 Penalty: 11240.166016
	Iteration 22Q: 3 clusters Score -2180802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2180807.500000 Penalty: 11240.166016
	Iteration 23Q: 3 clusters Score -2180808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2180816.250000 Penalty: 11240.166016
	Iteration 24Q: 3 clusters Score -2180816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2180820.250000 Penalty: 11240.166016
	Iteration 25Q: 3 clusters Score -2180820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2180829.000000 Penalty: 11240.166016
	Iteration 26Q: 3 clusters Score -2180829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2180828.000000 Penalty: 11240.166016
	Iteration 27Q: 3 clusters Score -2180828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2180828.250000 Penalty: 11240.166016
	Iteration 28Q: 3 clusters Score -2180828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2180830.500000 Penalty: 11240.166016
	Iteration 29Q: 3 clusters Score -2180830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2180834.500000 Penalty: 11240.166016
	Iteration 30Q: 3 clusters Score -2180834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2180843.250000 Penalty: 11240.166016
	Iteration 31Q: 3 clusters Score -2180843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2180840.000000 Penalty: 11240.166016
	Iteration 32Q: 3 clusters Score -2180840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2180851.000000 Penalty: 11240.166016
	Iteration 33Q: 3 clusters Score -2180851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2180857.500000 Penalty: 11240.166016
	Iteration 34Q: 3 clusters Score -2180858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2180855.750000 Penalty: 11240.166016
	Iteration 35Q: 3 clusters Score -2180856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2180860.000000 Penalty: 11240.166016
	Iteration 36Q: 3 clusters Score -2180860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2180870.750000 Penalty: 11240.166016
	Iteration 37Q: 3 clusters Score -2180871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2180876.750000 Penalty: 11240.166016
	Iteration 38Q: 3 clusters Score -2180877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2180879.750000 Penalty: 11240.166016
	Iteration 39Q: 3 clusters Score -2180880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2180881.750000 Penalty: 11240.166016
	Iteration 40F: 3 clusters Score -2180882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2180892.500000 Penalty: 11240.166016
	Iteration 41Q: 3 clusters Score -2180892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2180896.250000 Penalty: 11240.166016
	Iteration 42Q: 3 clusters Score -2180896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2180901.500000 Penalty: 11240.166016
	Iteration 43Q: 3 clusters Score -2180902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2180908.750000 Penalty: 11240.166016
	Iteration 44Q: 3 clusters Score -2180909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2180913.250000 Penalty: 11240.166016
	Iteration 45Q: 3 clusters Score -2180913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2180919.000000 Penalty: 11240.166016
	Iteration 46Q: 3 clusters Score -2180919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2180925.750000 Penalty: 11240.166016
	Iteration 47Q: 3 clusters Score -2180926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2180931.000000 Penalty: 11240.166016
	Iteration 48Q: 3 clusters Score -2180931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2180925.750000 Penalty: 11240.166016
	Iteration 49Q: 3 clusters Score -2180926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2180934.750000 Penalty: 11240.166016
	Iteration 50Q: 3 clusters Score -2180935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2180938.000000 Penalty: 11240.166016
	Iteration 51Q: 3 clusters Score -2180938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2180946.000000 Penalty: 11240.166016
	Iteration 52Q: 3 clusters Score -2180946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2180951.750000 Penalty: 11240.166016
	Iteration 53Q: 3 clusters Score -2180952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2180950.750000 Penalty: 11240.166016
	Iteration 54Q: 3 clusters Score -2180951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2180960.000000 Penalty: 11240.166016
	Iteration 55Q: 3 clusters Score -2180960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2180962.250000 Penalty: 11240.166016
	Iteration 56Q: 3 clusters Score -2180962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2180964.000000 Penalty: 11240.166016
	Iteration 57Q: 3 clusters Score -2180964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2180963.750000 Penalty: 11240.166016
	Iteration 58Q: 3 clusters Score -2180964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2180965.750000 Penalty: 11240.166016
	Iteration 59Q: 3 clusters Score -2180966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2180966.750000 Penalty: 11240.166016
	Iteration 60F: 3 clusters Score -2180967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2180966.500000 Penalty: 11240.166016
	Iteration 61Q: 3 clusters Score -2180966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2180968.750000 Penalty: 11240.166016
	Iteration 62Q: 3 clusters Score -2180969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2180972.250000 Penalty: 11240.166016
	Iteration 63Q: 3 clusters Score -2180972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2180976.250000 Penalty: 11240.166016
	Iteration 64Q: 3 clusters Score -2180976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2180975.500000 Penalty: 11240.166016
	Iteration 65Q: 3 clusters Score -2180976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2180976.250000 Penalty: 11240.166016
	Iteration 66Q: 3 clusters Score -2180976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2180977.750000 Penalty: 11240.166016
	Iteration 67Q: 3 clusters Score -2180978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2180980.500000 Penalty: 11240.166016
	Iteration 68Q: 3 clusters Score -2180980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2180981.000000 Penalty: 11240.166016
	Iteration 69Q: 3 clusters Score -2180981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2180983.500000 Penalty: 11240.166016
	Iteration 70Q: 3 clusters Score -2180984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2180983.000000 Penalty: 11240.166016
	Iteration 71Q: 3 clusters Score -2180983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2180983.000000 Penalty: 11240.166016
	Iteration 72F: 3 clusters Score -2180983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Entering Unmasked Estep 
Score: -2547242.500000 Penalty: 5705.860840
	Iteration 0F: 2 clusters Score -2547242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2536257.250000 Penalty: 11411.721680
	Iteration 0F: 3 clusters Score -2536257 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2538643.750000 Penalty: 11411.721680
	Iteration 1F: 3 clusters Score -2538644 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2539105.750000 Penalty: 11411.721680
	Iteration 2F: 3 clusters Score -2539106 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2539378.500000 Penalty: 11411.721680
	Iteration 3Q: 3 clusters Score -2539378 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2539552.750000 Penalty: 11411.721680
	Iteration 4Q: 3 clusters Score -2539553 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2539704.750000 Penalty: 11411.721680
	Iteration 5Q: 3 clusters Score -2539705 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2539800.500000 Penalty: 11411.721680
	Iteration 6Q: 3 clusters Score -2539800 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2539888.750000 Penalty: 11411.721680
	Iteration 7Q: 3 clusters Score -2539889 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2539965.000000 Penalty: 11411.721680
	Iteration 8Q: 3 clusters Score -2539965 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2540027.250000 Penalty: 11411.721680
	Iteration 9Q: 3 clusters Score -2540027 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2540074.750000 Penalty: 11411.721680
	Iteration 10Q: 3 clusters Score -2540075 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2540117.750000 Penalty: 11411.721680
	Iteration 11Q: 3 clusters Score -2540118 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2540166.000000 Penalty: 11411.721680
	Iteration 12Q: 3 clusters Score -2540166 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2540210.750000 Penalty: 11411.721680
	Iteration 13Q: 3 clusters Score -2540211 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2540242.500000 Penalty: 11411.721680
	Iteration 14Q: 3 clusters Score -2540242 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2540259.000000 Penalty: 11411.721680
	Iteration 15Q: 3 clusters Score -2540259 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2540282.250000 Penalty: 11411.721680
	Iteration 16Q: 3 clusters Score -2540282 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2540303.250000 Penalty: 11411.721680
	Iteration 17Q: 3 clusters Score -2540303 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2540324.250000 Penalty: 11411.721680
	Iteration 18Q: 3 clusters Score -2540324 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2540351.750000 Penalty: 11411.721680
	Iteration 19Q: 3 clusters Score -2540352 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2540382.000000 Penalty: 11411.721680
	Iteration 20F: 3 clusters Score -2540382 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2540405.750000 Penalty: 11411.721680
	Iteration 21Q: 3 clusters Score -2540406 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2540437.750000 Penalty: 11411.721680
	Iteration 22Q: 3 clusters Score -2540438 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2540459.250000 Penalty: 11411.721680
	Iteration 23Q: 3 clusters Score -2540459 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2540499.000000 Penalty: 11411.721680
	Iteration 24Q: 3 clusters Score -2540499 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2540521.250000 Penalty: 11411.721680
	Iteration 25Q: 3 clusters Score -2540521 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2540551.500000 Penalty: 11411.721680
	Iteration 26Q: 3 clusters Score -2540552 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2540592.250000 Penalty: 11411.721680
	Iteration 27Q: 3 clusters Score -2540592 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2540618.500000 Penalty: 11411.721680
	Iteration 28Q: 3 clusters Score -2540618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2540668.500000 Penalty: 11411.721680
	Iteration 29Q: 3 clusters Score -2540668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2540689.000000 Penalty: 11411.721680
	Iteration 30Q: 3 clusters Score -2540689 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2540723.250000 Penalty: 11411.721680
	Iteration 31Q: 3 clusters Score -2540723 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2540760.750000 Penalty: 11411.721680
	Iteration 32Q: 3 clusters Score -2540761 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2540804.250000 Penalty: 11411.721680
	Iteration 33Q: 3 clusters Score -2540804 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2540872.500000 Penalty: 11411.721680
	Iteration 34Q: 3 clusters Score -2540872 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2540925.000000 Penalty: 11411.721680
	Iteration 35Q: 3 clusters Score -2540925 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2540965.500000 Penalty: 11411.721680
	Iteration 36Q: 3 clusters Score -2540966 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2541018.500000 Penalty: 11411.721680
	Iteration 37Q: 3 clusters Score -2541018 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2541074.500000 Penalty: 11411.721680
	Iteration 38Q: 3 clusters Score -2541074 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2541112.250000 Penalty: 11411.721680
	Iteration 39Q: 3 clusters Score -2541112 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2541167.500000 Penalty: 11411.721680
	Iteration 40F: 3 clusters Score -2541168 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2541217.750000 Penalty: 11411.721680
	Iteration 41Q: 3 clusters Score -2541218 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2541264.250000 Penalty: 11411.721680
	Iteration 42Q: 3 clusters Score -2541264 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2541334.750000 Penalty: 11411.721680
	Iteration 43Q: 3 clusters Score -2541335 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2541391.000000 Penalty: 11411.721680
	Iteration 44Q: 3 clusters Score -2541391 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2541452.500000 Penalty: 11411.721680
	Iteration 45Q: 3 clusters Score -2541452 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2541509.250000 Penalty: 11411.721680
	Iteration 46Q: 3 clusters Score -2541509 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2541569.000000 Penalty: 11411.721680
	Iteration 47Q: 3 clusters Score -2541569 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2541646.750000 Penalty: 11411.721680
	Iteration 48Q: 3 clusters Score -2541647 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2541709.000000 Penalty: 11411.721680
	Iteration 49Q: 3 clusters Score -2541709 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2541782.500000 Penalty: 11411.721680
	Iteration 50Q: 3 clusters Score -2541782 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2541857.750000 Penalty: 11411.721680
	Iteration 51Q: 3 clusters Score -2541858 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2541909.750000 Penalty: 11411.721680
	Iteration 52Q: 3 clusters Score -2541910 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2541952.250000 Penalty: 11411.721680
	Iteration 53Q: 3 clusters Score -2541952 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2542003.000000 Penalty: 11411.721680
	Iteration 54Q: 3 clusters Score -2542003 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2542036.500000 Penalty: 11411.721680
	Iteration 55Q: 3 clusters Score -2542036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2542073.000000 Penalty: 11411.721680
	Iteration 56Q: 3 clusters Score -2542073 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2542101.500000 Penalty: 11411.721680
	Iteration 57Q: 3 clusters Score -2542102 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2542132.000000 Penalty: 11411.721680
	Iteration 58Q: 3 clusters Score -2542132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2542163.250000 Penalty: 11411.721680
	Iteration 59Q: 3 clusters Score -2542163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2542189.250000 Penalty: 11411.721680
	Iteration 60F: 3 clusters Score -2542189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2542196.250000 Penalty: 11411.721680
	Iteration 61Q: 3 clusters Score -2542196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2542218.000000 Penalty: 11411.721680
	Iteration 62Q: 3 clusters Score -2542218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2542229.250000 Penalty: 11411.721680
	Iteration 63Q: 3 clusters Score -2542229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2542244.000000 Penalty: 11411.721680
	Iteration 64Q: 3 clusters Score -2542244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2542246.250000 Penalty: 11411.721680
	Iteration 65Q: 3 clusters Score -2542246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2542258.750000 Penalty: 11411.721680
	Iteration 66Q: 3 clusters Score -2542259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2542262.750000 Penalty: 11411.721680
	Iteration 67Q: 3 clusters Score -2542263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2542263.500000 Penalty: 11411.721680
	Iteration 68Q: 3 clusters Score -2542264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2542259.750000 Penalty: 11411.721680
	Iteration 69Q: 3 clusters Score -2542260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2542264.500000 Penalty: 11411.721680
	Iteration 70Q: 3 clusters Score -2542264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2542263.500000 Penalty: 11411.721680
	Iteration 71Q: 3 clusters Score -2542264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2542269.000000 Penalty: 11411.721680
	Iteration 72Q: 3 clusters Score -2542269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2542266.000000 Penalty: 11411.721680
	Iteration 73Q: 3 clusters Score -2542266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2542269.750000 Penalty: 11411.721680
	Iteration 74Q: 3 clusters Score -2542270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2542269.750000 Penalty: 11411.721680
	Iteration 75Q: 3 clusters Score -2542270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2542267.750000 Penalty: 11411.721680
	Iteration 76Q: 3 clusters Score -2542268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2542267.750000 Penalty: 11411.721680
	Iteration 77F: 3 clusters Score -2542268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Entering Unmasked Estep 
Score: -2717746.500000 Penalty: 5778.841309
	Iteration 0F: 2 clusters Score -2717746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2706032.000000 Penalty: 11557.682617
	Iteration 0F: 3 clusters Score -2706032 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2708811.750000 Penalty: 11557.682617
	Iteration 1F: 3 clusters Score -2708812 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2709405.750000 Penalty: 11557.682617
	Iteration 2F: 3 clusters Score -2709406 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2709776.500000 Penalty: 11557.682617
	Iteration 3F: 3 clusters Score -2709776 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2710093.250000 Penalty: 11557.682617
	Iteration 4Q: 3 clusters Score -2710093 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2710340.000000 Penalty: 11557.682617
	Iteration 5Q: 3 clusters Score -2710340 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2710604.000000 Penalty: 11557.682617
	Iteration 6Q: 3 clusters Score -2710604 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2710861.750000 Penalty: 11557.682617
	Iteration 7Q: 3 clusters Score -2710862 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2711129.250000 Penalty: 11557.682617
	Iteration 8Q: 3 clusters Score -2711129 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2711360.250000 Penalty: 11557.682617
	Iteration 9Q: 3 clusters Score -2711360 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2711572.500000 Penalty: 11557.682617
	Iteration 10Q: 3 clusters Score -2711572 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2711782.750000 Penalty: 11557.682617
	Iteration 11Q: 3 clusters Score -2711783 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2712013.250000 Penalty: 11557.682617
	Iteration 12Q: 3 clusters Score -2712013 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2712224.000000 Penalty: 11557.682617
	Iteration 13Q: 3 clusters Score -2712224 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2712427.500000 Penalty: 11557.682617
	Iteration 14Q: 3 clusters Score -2712428 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2712577.250000 Penalty: 11557.682617
	Iteration 15Q: 3 clusters Score -2712577 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2712705.000000 Penalty: 11557.682617
	Iteration 16Q: 3 clusters Score -2712705 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2712804.250000 Penalty: 11557.682617
	Iteration 17Q: 3 clusters Score -2712804 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2712891.250000 Penalty: 11557.682617
	Iteration 18Q: 3 clusters Score -2712891 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2712965.500000 Penalty: 11557.682617
	Iteration 19Q: 3 clusters Score -2712966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2713028.250000 Penalty: 11557.682617
	Iteration 20F: 3 clusters Score -2713028 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2713065.750000 Penalty: 11557.682617
	Iteration 21Q: 3 clusters Score -2713066 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2713100.500000 Penalty: 11557.682617
	Iteration 22Q: 3 clusters Score -2713100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2713128.000000 Penalty: 11557.682617
	Iteration 23Q: 3 clusters Score -2713128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2713156.500000 Penalty: 11557.682617
	Iteration 24Q: 3 clusters Score -2713156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2713162.750000 Penalty: 11557.682617
	Iteration 25Q: 3 clusters Score -2713163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2713183.250000 Penalty: 11557.682617
	Iteration 26Q: 3 clusters Score -2713183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2713204.750000 Penalty: 11557.682617
	Iteration 27Q: 3 clusters Score -2713205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2713214.000000 Penalty: 11557.682617
	Iteration 28Q: 3 clusters Score -2713214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2713216.000000 Penalty: 11557.682617
	Iteration 29Q: 3 clusters Score -2713216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2713222.500000 Penalty: 11557.682617
	Iteration 30Q: 3 clusters Score -2713222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2713228.500000 Penalty: 11557.682617
	Iteration 31Q: 3 clusters Score -2713228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2713229.750000 Penalty: 11557.682617
	Iteration 32Q: 3 clusters Score -2713230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2713225.000000 Penalty: 11557.682617
	Iteration 33Q: 3 clusters Score -2713225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2713227.750000 Penalty: 11557.682617
	Iteration 34Q: 3 clusters Score -2713228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2713227.250000 Penalty: 11557.682617
	Iteration 35Q: 3 clusters Score -2713227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2713227.500000 Penalty: 11557.682617
	Iteration 36Q: 3 clusters Score -2713228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2713231.000000 Penalty: 11557.682617
	Iteration 37Q: 3 clusters Score -2713231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2713230.750000 Penalty: 11557.682617
	Iteration 38Q: 3 clusters Score -2713231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2713237.250000 Penalty: 11557.682617
	Iteration 39Q: 3 clusters Score -2713237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2713237.000000 Penalty: 11557.682617
	Iteration 40F: 3 clusters Score -2713237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Entering Unmasked Estep 
Score: -6409458.000000 Penalty: 6265.797852
	Iteration 0F: 2 clusters Score -6409458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -6388020.500000 Penalty: 12531.595703
	Iteration 0F: 3 clusters Score -6388020 nChanged 11655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -6394157.500000 Penalty: 12531.595703
	Iteration 1F: 3 clusters Score -6394158 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -6394904.500000 Penalty: 12531.595703
	Iteration 2F: 3 clusters Score -6394904 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -6395421.000000 Penalty: 12531.595703
	Iteration 3Q: 3 clusters Score -6395421 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -6395776.000000 Penalty: 12531.595703
	Iteration 4Q: 3 clusters Score -6395776 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -6396056.000000 Penalty: 12531.595703
	Iteration 5Q: 3 clusters Score -6396056 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -6396311.000000 Penalty: 12531.595703
	Iteration 6Q: 3 clusters Score -6396311 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -6396560.500000 Penalty: 12531.595703
	Iteration 7Q: 3 clusters Score -6396560 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -6396749.000000 Penalty: 12531.595703
	Iteration 8Q: 3 clusters Score -6396749 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -6396964.000000 Penalty: 12531.595703
	Iteration 9Q: 3 clusters Score -6396964 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -6397184.500000 Penalty: 12531.595703
	Iteration 10Q: 3 clusters Score -6397184 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -6397431.000000 Penalty: 12531.595703
	Iteration 11Q: 3 clusters Score -6397431 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -6397677.000000 Penalty: 12531.595703
	Iteration 12Q: 3 clusters Score -6397677 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -6397925.500000 Penalty: 12531.595703
	Iteration 13Q: 3 clusters Score -6397926 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -6398175.500000 Penalty: 12531.595703
	Iteration 14Q: 3 clusters Score -6398176 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -6398422.500000 Penalty: 12531.595703
	Iteration 15Q: 3 clusters Score -6398422 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -6398696.000000 Penalty: 12531.595703
	Iteration 16Q: 3 clusters Score -6398696 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -6398951.000000 Penalty: 12531.595703
	Iteration 17Q: 3 clusters Score -6398951 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -6399250.500000 Penalty: 12531.595703
	Iteration 18Q: 3 clusters Score -6399250 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -6399558.500000 Penalty: 12531.595703
	Iteration 19Q: 3 clusters Score -6399558 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -6399832.500000 Penalty: 12531.595703
	Iteration 20F: 3 clusters Score -6399832 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -6400105.000000 Penalty: 12531.595703
	Iteration 21Q: 3 clusters Score -6400105 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -6400414.000000 Penalty: 12531.595703
	Iteration 22Q: 3 clusters Score -6400414 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -6400710.000000 Penalty: 12531.595703
	Iteration 23Q: 3 clusters Score -6400710 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -6400996.500000 Penalty: 12531.595703
	Iteration 24Q: 3 clusters Score -6400996 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -6401239.500000 Penalty: 12531.595703
	Iteration 25Q: 3 clusters Score -6401240 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -6401502.500000 Penalty: 12531.595703
	Iteration 26Q: 3 clusters Score -6401502 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -6401754.000000 Penalty: 12531.595703
	Iteration 27Q: 3 clusters Score -6401754 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -6402021.000000 Penalty: 12531.595703
	Iteration 28Q: 3 clusters Score -6402021 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -6402254.000000 Penalty: 12531.595703
	Iteration 29Q: 3 clusters Score -6402254 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -6402511.500000 Penalty: 12531.595703
	Iteration 30Q: 3 clusters Score -6402512 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -6402765.000000 Penalty: 12531.595703
	Iteration 31Q: 3 clusters Score -6402765 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -6403020.500000 Penalty: 12531.595703
	Iteration 32Q: 3 clusters Score -6403020 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -6403179.000000 Penalty: 12531.595703
	Iteration 33Q: 3 clusters Score -6403179 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -6403358.500000 Penalty: 12531.595703
	Iteration 34Q: 3 clusters Score -6403358 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -6403478.000000 Penalty: 12531.595703
	Iteration 35Q: 3 clusters Score -6403478 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -6403598.000000 Penalty: 12531.595703
	Iteration 36Q: 3 clusters Score -6403598 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -6403744.000000 Penalty: 12531.595703
	Iteration 37Q: 3 clusters Score -6403744 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -6403863.000000 Penalty: 12531.595703
	Iteration 38Q: 3 clusters Score -6403863 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -6403950.000000 Penalty: 12531.595703
	Iteration 39Q: 3 clusters Score -6403950 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -6404012.500000 Penalty: 12531.595703
	Iteration 40F: 3 clusters Score -6404012 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -6404062.000000 Penalty: 12531.595703
	Iteration 41Q: 3 clusters Score -6404062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -6404096.500000 Penalty: 12531.595703
	Iteration 42Q: 3 clusters Score -6404096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -6404145.000000 Penalty: 12531.595703
	Iteration 43Q: 3 clusters Score -6404145 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -6404168.000000 Penalty: 12531.595703
	Iteration 44Q: 3 clusters Score -6404168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -6404190.000000 Penalty: 12531.595703
	Iteration 45Q: 3 clusters Score -6404190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -6404204.500000 Penalty: 12531.595703
	Iteration 46Q: 3 clusters Score -6404204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -6404222.500000 Penalty: 12531.595703
	Iteration 47Q: 3 clusters Score -6404222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -6404231.500000 Penalty: 12531.595703
	Iteration 48Q: 3 clusters Score -6404232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -6404236.000000 Penalty: 12531.595703
	Iteration 49Q: 3 clusters Score -6404236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -6404247.500000 Penalty: 12531.595703
	Iteration 50Q: 3 clusters Score -6404248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -6404266.500000 Penalty: 12531.595703
	Iteration 51Q: 3 clusters Score -6404266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -6404273.000000 Penalty: 12531.595703
	Iteration 52Q: 3 clusters Score -6404273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -6404273.000000 Penalty: 12531.595703
	Iteration 53Q: 3 clusters Score -6404273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -6404275.000000 Penalty: 12531.595703
	Iteration 54Q: 3 clusters Score -6404275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -6404276.000000 Penalty: 12531.595703
	Iteration 55Q: 3 clusters Score -6404276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -6404275.000000 Penalty: 12531.595703
	Iteration 56Q: 3 clusters Score -6404275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -6404282.000000 Penalty: 12531.595703
	Iteration 57Q: 3 clusters Score -6404282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -6404287.500000 Penalty: 12531.595703
	Iteration 58Q: 3 clusters Score -6404288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -6404295.500000 Penalty: 12531.595703
	Iteration 59Q: 3 clusters Score -6404296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -6404293.000000 Penalty: 12531.595703
	Iteration 60F: 3 clusters Score -6404293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -6404298.000000 Penalty: 12531.595703
	Iteration 61Q: 3 clusters Score -6404298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -6404304.500000 Penalty: 12531.595703
	Iteration 62Q: 3 clusters Score -6404304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -6404308.500000 Penalty: 12531.595703
	Iteration 63Q: 3 clusters Score -6404308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -6404299.500000 Penalty: 12531.595703
	Iteration 64Q: 3 clusters Score -6404300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -6404310.500000 Penalty: 12531.595703
	Iteration 65Q: 3 clusters Score -6404310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -6404314.000000 Penalty: 12531.595703
	Iteration 66Q: 3 clusters Score -6404314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -6404311.000000 Penalty: 12531.595703
	Iteration 67Q: 3 clusters Score -6404311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -6404311.000000 Penalty: 12531.595703
	Iteration 68F: 3 clusters Score -6404311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Entering Unmasked Estep 
Score: -11526389.000000 Penalty: 6631.873047
	Iteration 0F: 2 clusters Score -1.152639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -11490615.000000 Penalty: 13263.746094
	Iteration 0F: 3 clusters Score -1.149062e+07 nChanged 22017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -11502103.000000 Penalty: 13263.746094
	Iteration 1F: 3 clusters Score -1.15021e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -11502902.000000 Penalty: 13263.746094
	Iteration 2Q: 3 clusters Score -1.15029e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -11503618.000000 Penalty: 13263.746094
	Iteration 3Q: 3 clusters Score -1.150362e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -11504231.000000 Penalty: 13263.746094
	Iteration 4Q: 3 clusters Score -1.150423e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -11504677.000000 Penalty: 13263.746094
	Iteration 5Q: 3 clusters Score -1.150468e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -11505333.000000 Penalty: 13263.746094
	Iteration 6Q: 3 clusters Score -1.150533e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -11506006.000000 Penalty: 13263.746094
	Iteration 7Q: 3 clusters Score -1.150601e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -11507044.000000 Penalty: 13263.746094
	Iteration 8Q: 3 clusters Score -1.150704e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -11508468.000000 Penalty: 13263.746094
	Iteration 9Q: 3 clusters Score -1.150847e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -11510385.000000 Penalty: 13263.746094
	Iteration 10F: 3 clusters Score -1.151038e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -11512939.000000 Penalty: 13263.746094
	Iteration 11F: 3 clusters Score -1.151294e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -11515575.000000 Penalty: 13263.746094
	Iteration 12F: 3 clusters Score -1.151558e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -11517562.000000 Penalty: 13263.746094
	Iteration 13Q: 3 clusters Score -1.151756e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -11518895.000000 Penalty: 13263.746094
	Iteration 14Q: 3 clusters Score -1.15189e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -11519577.000000 Penalty: 13263.746094
	Iteration 15Q: 3 clusters Score -1.151958e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -11519970.000000 Penalty: 13263.746094
	Iteration 16Q: 3 clusters Score -1.151997e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -11520151.000000 Penalty: 13263.746094
	Iteration 17Q: 3 clusters Score -1.152015e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -11520281.000000 Penalty: 13263.746094
	Iteration 18Q: 3 clusters Score -1.152028e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -11520327.000000 Penalty: 13263.746094
	Iteration 19Q: 3 clusters Score -1.152033e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -11520375.000000 Penalty: 13263.746094
	Iteration 20F: 3 clusters Score -1.152038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -11520407.000000 Penalty: 13263.746094
	Iteration 21Q: 3 clusters Score -1.152041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -11520436.000000 Penalty: 13263.746094
	Iteration 22Q: 3 clusters Score -1.152044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -11520471.000000 Penalty: 13263.746094
	Iteration 23Q: 3 clusters Score -1.152047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -11520476.000000 Penalty: 13263.746094
	Iteration 24Q: 3 clusters Score -1.152048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -11520498.000000 Penalty: 13263.746094
	Iteration 25Q: 3 clusters Score -1.15205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -11520495.000000 Penalty: 13263.746094
	Iteration 26Q: 3 clusters Score -1.15205e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -11520523.000000 Penalty: 13263.746094
	Iteration 27Q: 3 clusters Score -1.152052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -11520526.000000 Penalty: 13263.746094
	Iteration 28Q: 3 clusters Score -1.152053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -11520537.000000 Penalty: 13263.746094
	Iteration 29Q: 3 clusters Score -1.152054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -11520546.000000 Penalty: 13263.746094
	Iteration 30Q: 3 clusters Score -1.152055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -11520552.000000 Penalty: 13263.746094
	Iteration 31Q: 3 clusters Score -1.152055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -11520559.000000 Penalty: 13263.746094
	Iteration 32Q: 3 clusters Score -1.152056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -11520559.000000 Penalty: 13263.746094
	Iteration 33Q: 3 clusters Score -1.152056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -11520569.000000 Penalty: 13263.746094
	Iteration 34Q: 3 clusters Score -1.152057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -11520567.000000 Penalty: 13263.746094
	Iteration 35Q: 3 clusters Score -1.152057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -11520567.000000 Penalty: 13263.746094
	Iteration 36F: 3 clusters Score -1.152057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -60658.335938 Penalty: 3553.797363
	Iteration 0F: 2 clusters Score -60658.34 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 182 members 
Entering Unmasked Estep 
Score: -57874.242188 Penalty: 7107.594727
	Iteration 0F: 3 clusters Score -57874.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58060.074219 Penalty: 7107.594727
	Iteration 1F: 3 clusters Score -58060.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -58134.351562 Penalty: 7107.594727
	Iteration 2Q: 3 clusters Score -58134.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -58155.292969 Penalty: 7107.594727
	Iteration 3Q: 3 clusters Score -58155.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58210.070312 Penalty: 7107.594727
	Iteration 4Q: 3 clusters Score -58210.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58229.429688 Penalty: 7107.594727
	Iteration 5Q: 3 clusters Score -58229.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58229.429688 Penalty: 7107.594727
	Iteration 6F: 3 clusters Score -58229.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Entering Unmasked Estep 
Score: -1794156.500000 Penalty: 5491.110840
	Iteration 0F: 2 clusters Score -1794156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1785321.125000 Penalty: 10982.221680
	Iteration 0F: 3 clusters Score -1785321 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1786922.625000 Penalty: 10982.221680
	Iteration 1F: 3 clusters Score -1786923 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1787277.625000 Penalty: 10982.221680
	Iteration 2F: 3 clusters Score -1787278 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1787508.250000 Penalty: 10982.221680
	Iteration 3Q: 3 clusters Score -1787508 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1787642.250000 Penalty: 10982.221680
	Iteration 4Q: 3 clusters Score -1787642 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1787740.750000 Penalty: 10982.221680
	Iteration 5Q: 3 clusters Score -1787741 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1787831.625000 Penalty: 10982.221680
	Iteration 6Q: 3 clusters Score -1787832 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1787909.875000 Penalty: 10982.221680
	Iteration 7Q: 3 clusters Score -1787910 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1787953.375000 Penalty: 10982.221680
	Iteration 8Q: 3 clusters Score -1787953 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1787986.000000 Penalty: 10982.221680
	Iteration 9Q: 3 clusters Score -1787986 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1788016.875000 Penalty: 10982.221680
	Iteration 10Q: 3 clusters Score -1788017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1788034.500000 Penalty: 10982.221680
	Iteration 11Q: 3 clusters Score -1788034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1788045.500000 Penalty: 10982.221680
	Iteration 12Q: 3 clusters Score -1788046 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1788062.875000 Penalty: 10982.221680
	Iteration 13Q: 3 clusters Score -1788063 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1788079.250000 Penalty: 10982.221680
	Iteration 14Q: 3 clusters Score -1788079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1788090.875000 Penalty: 10982.221680
	Iteration 15Q: 3 clusters Score -1788091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1788099.000000 Penalty: 10982.221680
	Iteration 16Q: 3 clusters Score -1788099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1788099.000000 Penalty: 10982.221680
	Iteration 17Q: 3 clusters Score -1788099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1788110.875000 Penalty: 10982.221680
	Iteration 18Q: 3 clusters Score -1788111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1788114.125000 Penalty: 10982.221680
	Iteration 19Q: 3 clusters Score -1788114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1788124.875000 Penalty: 10982.221680
	Iteration 20F: 3 clusters Score -1788125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1788129.125000 Penalty: 10982.221680
	Iteration 21Q: 3 clusters Score -1788129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1788135.375000 Penalty: 10982.221680
	Iteration 22Q: 3 clusters Score -1788135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1788143.000000 Penalty: 10982.221680
	Iteration 23Q: 3 clusters Score -1788143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1788150.250000 Penalty: 10982.221680
	Iteration 24Q: 3 clusters Score -1788150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1788149.875000 Penalty: 10982.221680
	Iteration 25Q: 3 clusters Score -1788150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1788155.875000 Penalty: 10982.221680
	Iteration 26Q: 3 clusters Score -1788156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1788161.250000 Penalty: 10982.221680
	Iteration 27Q: 3 clusters Score -1788161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1788168.875000 Penalty: 10982.221680
	Iteration 28Q: 3 clusters Score -1788169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1788166.375000 Penalty: 10982.221680
	Iteration 29Q: 3 clusters Score -1788166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1788173.500000 Penalty: 10982.221680
	Iteration 30Q: 3 clusters Score -1788174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1788180.750000 Penalty: 10982.221680
	Iteration 31Q: 3 clusters Score -1788181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1788180.875000 Penalty: 10982.221680
	Iteration 32Q: 3 clusters Score -1788181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1788187.000000 Penalty: 10982.221680
	Iteration 33Q: 3 clusters Score -1788187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1788189.000000 Penalty: 10982.221680
	Iteration 34Q: 3 clusters Score -1788189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1788191.750000 Penalty: 10982.221680
	Iteration 35Q: 3 clusters Score -1788192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1788193.000000 Penalty: 10982.221680
	Iteration 36Q: 3 clusters Score -1788193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1788190.750000 Penalty: 10982.221680
	Iteration 37Q: 3 clusters Score -1788191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1788192.375000 Penalty: 10982.221680
	Iteration 38Q: 3 clusters Score -1788192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1788196.250000 Penalty: 10982.221680
	Iteration 39Q: 3 clusters Score -1788196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1788196.000000 Penalty: 10982.221680
	Iteration 40F: 3 clusters Score -1788196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1788194.500000 Penalty: 10982.221680
	Iteration 41Q: 3 clusters Score -1788194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1788194.500000 Penalty: 10982.221680
	Iteration 42F: 3 clusters Score -1788194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Entering Unmasked Estep 
Score: -6816215.000000 Penalty: 6324.759277
	Iteration 0F: 2 clusters Score -6816215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -6793237.000000 Penalty: 12649.518555
	Iteration 0F: 3 clusters Score -6793237 nChanged 12806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -6800474.500000 Penalty: 12649.518555
	Iteration 1F: 3 clusters Score -6800474 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -6802187.000000 Penalty: 12649.518555
	Iteration 2F: 3 clusters Score -6802187 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -6803917.000000 Penalty: 12649.518555
	Iteration 3F: 3 clusters Score -6803917 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -6805456.000000 Penalty: 12649.518555
	Iteration 4F: 3 clusters Score -6805456 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -6807028.000000 Penalty: 12649.518555
	Iteration 5F: 3 clusters Score -6807028 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -6808486.000000 Penalty: 12649.518555
	Iteration 6F: 3 clusters Score -6808486 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -6809698.500000 Penalty: 12649.518555
	Iteration 7F: 3 clusters Score -6809698 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -6810537.000000 Penalty: 12649.518555
	Iteration 8Q: 3 clusters Score -6810537 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -6811237.500000 Penalty: 12649.518555
	Iteration 9Q: 3 clusters Score -6811238 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -6811697.500000 Penalty: 12649.518555
	Iteration 10Q: 3 clusters Score -6811698 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -6812014.500000 Penalty: 12649.518555
	Iteration 11Q: 3 clusters Score -6812014 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -6812256.500000 Penalty: 12649.518555
	Iteration 12Q: 3 clusters Score -6812256 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -6812428.500000 Penalty: 12649.518555
	Iteration 13Q: 3 clusters Score -6812428 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -6812585.000000 Penalty: 12649.518555
	Iteration 14Q: 3 clusters Score -6812585 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -6812707.000000 Penalty: 12649.518555
	Iteration 15Q: 3 clusters Score -6812707 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -6812770.500000 Penalty: 12649.518555
	Iteration 16Q: 3 clusters Score -6812770 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -6812850.000000 Penalty: 12649.518555
	Iteration 17Q: 3 clusters Score -6812850 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -6812871.500000 Penalty: 12649.518555
	Iteration 18Q: 3 clusters Score -6812872 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -6812908.500000 Penalty: 12649.518555
	Iteration 19Q: 3 clusters Score -6812908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -6812941.500000 Penalty: 12649.518555
	Iteration 20F: 3 clusters Score -6812942 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -6812969.000000 Penalty: 12649.518555
	Iteration 21Q: 3 clusters Score -6812969 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -6812987.500000 Penalty: 12649.518555
	Iteration 22Q: 3 clusters Score -6812988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6812998.500000 Penalty: 12649.518555
	Iteration 23Q: 3 clusters Score -6812998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -6813005.000000 Penalty: 12649.518555
	Iteration 24Q: 3 clusters Score -6813005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -6813025.500000 Penalty: 12649.518555
	Iteration 25Q: 3 clusters Score -6813026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -6813030.000000 Penalty: 12649.518555
	Iteration 26Q: 3 clusters Score -6813030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -6813044.500000 Penalty: 12649.518555
	Iteration 27Q: 3 clusters Score -6813044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -6813030.500000 Penalty: 12649.518555
	Iteration 28Q: 3 clusters Score -6813030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -6813039.500000 Penalty: 12649.518555
	Iteration 29Q: 3 clusters Score -6813040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -6813049.500000 Penalty: 12649.518555
	Iteration 30Q: 3 clusters Score -6813050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -6813054.000000 Penalty: 12649.518555
	Iteration 31Q: 3 clusters Score -6813054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6813056.500000 Penalty: 12649.518555
	Iteration 32Q: 3 clusters Score -6813056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -6813050.000000 Penalty: 12649.518555
	Iteration 33Q: 3 clusters Score -6813050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -6813066.500000 Penalty: 12649.518555
	Iteration 34Q: 3 clusters Score -6813066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -6813063.500000 Penalty: 12649.518555
	Iteration 35Q: 3 clusters Score -6813064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -6813058.000000 Penalty: 12649.518555
	Iteration 36Q: 3 clusters Score -6813058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -6813070.500000 Penalty: 12649.518555
	Iteration 37Q: 3 clusters Score -6813070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -6813075.500000 Penalty: 12649.518555
	Iteration 38Q: 3 clusters Score -6813076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -6813075.500000 Penalty: 12649.518555
	Iteration 39Q: 3 clusters Score -6813076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6813076.000000 Penalty: 12649.518555
	Iteration 40F: 3 clusters Score -6813076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -6813075.500000 Penalty: 12649.518555
	Iteration 41Q: 3 clusters Score -6813076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6813072.500000 Penalty: 12649.518555
	Iteration 42Q: 3 clusters Score -6813072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6813072.000000 Penalty: 12649.518555
	Iteration 43Q: 3 clusters Score -6813072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6813072.000000 Penalty: 12649.518555
	Iteration 44F: 3 clusters Score -6813072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -311559.468750 Penalty: 4487.862793
	Iteration 0F: 2 clusters Score -311559.5 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 773 members 
Entering Unmasked Estep 
Score: -307031.312500 Penalty: 8975.725586
	Iteration 0F: 3 clusters Score -307031.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -307939.218750 Penalty: 8975.725586
	Iteration 1F: 3 clusters Score -307939.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -308499.031250 Penalty: 8975.725586
	Iteration 2F: 3 clusters Score -308499 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -308816.750000 Penalty: 8975.725586
	Iteration 3F: 3 clusters Score -308816.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -309210.218750 Penalty: 8975.725586
	Iteration 4F: 3 clusters Score -309210.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -309902.125000 Penalty: 8975.725586
	Iteration 5F: 3 clusters Score -309902.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -310847.906250 Penalty: 8975.725586
	Iteration 6F: 3 clusters Score -310847.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -311368.906250 Penalty: 8975.725586
	Iteration 7Q: 3 clusters Score -311368.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -311665.500000 Penalty: 8975.725586
	Iteration 8Q: 3 clusters Score -311665.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -311898.593750 Penalty: 8975.725586
	Iteration 9Q: 3 clusters Score -311898.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -312090.125000 Penalty: 8975.725586
	Iteration 10Q: 3 clusters Score -312090.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -312201.375000 Penalty: 8975.725586
	Iteration 11Q: 3 clusters Score -312201.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -312324.062500 Penalty: 8975.725586
	Iteration 12Q: 3 clusters Score -312324.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -312411.968750 Penalty: 8975.725586
	Iteration 13Q: 3 clusters Score -312412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -312472.781250 Penalty: 8975.725586
	Iteration 14Q: 3 clusters Score -312472.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -312551.031250 Penalty: 8975.725586
	Iteration 15Q: 3 clusters Score -312551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -312720.781250 Penalty: 8975.725586
	Iteration 16Q: 3 clusters Score -312720.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -313004.593750 Penalty: 8975.725586
	Iteration 17Q: 3 clusters Score -313004.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -313196.156250 Penalty: 8975.725586
	Iteration 18Q: 3 clusters Score -313196.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -313428.687500 Penalty: 8975.725586
	Iteration 19Q: 3 clusters Score -313428.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -313748.968750 Penalty: 8975.725586
	Iteration 20F: 3 clusters Score -313749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -314056.750000 Penalty: 8975.725586
	Iteration 21Q: 3 clusters Score -314056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -314056.750000 Penalty: 8975.725586
	Iteration 22F: 3 clusters Score -314056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 127131 members 
Mstep: Class 5 contains 170261 members 
Mstep: Class 6 contains 9659 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12517 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 659 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36721 members 
Mstep: Class 20 contains 17971 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11606 members 
Mstep: Class 23 contains 32872 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13927 members 
Mstep: Class 27 contains 862 members 
Entering Unmasked Estep 
Score: -138289552.000000 Penalty: 220472.718750
Splitting cluster 14 changes total score from -138290768.000000 to -138289552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (19853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Entering Unmasked Estep 
Score: -4519543.000000 Penalty: 6061.367676
	Iteration 0F: 2 clusters Score -4519543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -4503182.500000 Penalty: 12122.735352
	Iteration 0F: 3 clusters Score -4503182 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -4507544.500000 Penalty: 12122.735352
	Iteration 1F: 3 clusters Score -4507544 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -4508249.000000 Penalty: 12122.735352
	Iteration 2F: 3 clusters Score -4508249 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -4508746.000000 Penalty: 12122.735352
	Iteration 3F: 3 clusters Score -4508746 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -4509091.000000 Penalty: 12122.735352
	Iteration 4Q: 3 clusters Score -4509091 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -4509384.500000 Penalty: 12122.735352
	Iteration 5Q: 3 clusters Score -4509384 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -4509672.500000 Penalty: 12122.735352
	Iteration 6Q: 3 clusters Score -4509672 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -4509906.500000 Penalty: 12122.735352
	Iteration 7Q: 3 clusters Score -4509906 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -4510131.000000 Penalty: 12122.735352
	Iteration 8Q: 3 clusters Score -4510131 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -4510330.000000 Penalty: 12122.735352
	Iteration 9Q: 3 clusters Score -4510330 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -4510497.000000 Penalty: 12122.735352
	Iteration 10Q: 3 clusters Score -4510497 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -4510666.000000 Penalty: 12122.735352
	Iteration 11Q: 3 clusters Score -4510666 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -4510820.000000 Penalty: 12122.735352
	Iteration 12Q: 3 clusters Score -4510820 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -4510999.000000 Penalty: 12122.735352
	Iteration 13Q: 3 clusters Score -4510999 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -4511161.500000 Penalty: 12122.735352
	Iteration 14Q: 3 clusters Score -4511162 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -4511347.500000 Penalty: 12122.735352
	Iteration 15Q: 3 clusters Score -4511348 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -4511540.500000 Penalty: 12122.735352
	Iteration 16Q: 3 clusters Score -4511540 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -4511760.000000 Penalty: 12122.735352
	Iteration 17Q: 3 clusters Score -4511760 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -4512013.500000 Penalty: 12122.735352
	Iteration 18Q: 3 clusters Score -4512014 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -4512276.500000 Penalty: 12122.735352
	Iteration 19Q: 3 clusters Score -4512276 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -4512590.500000 Penalty: 12122.735352
	Iteration 20F: 3 clusters Score -4512590 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -4512904.000000 Penalty: 12122.735352
	Iteration 21Q: 3 clusters Score -4512904 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -4513197.000000 Penalty: 12122.735352
	Iteration 22Q: 3 clusters Score -4513197 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -4513463.000000 Penalty: 12122.735352
	Iteration 23Q: 3 clusters Score -4513463 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -4513714.500000 Penalty: 12122.735352
	Iteration 24Q: 3 clusters Score -4513714 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -4513906.500000 Penalty: 12122.735352
	Iteration 25Q: 3 clusters Score -4513906 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -4514071.000000 Penalty: 12122.735352
	Iteration 26Q: 3 clusters Score -4514071 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -4514231.000000 Penalty: 12122.735352
	Iteration 27Q: 3 clusters Score -4514231 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -4514357.500000 Penalty: 12122.735352
	Iteration 28Q: 3 clusters Score -4514358 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -4514428.000000 Penalty: 12122.735352
	Iteration 29Q: 3 clusters Score -4514428 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -4514489.500000 Penalty: 12122.735352
	Iteration 30Q: 3 clusters Score -4514490 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -4514546.000000 Penalty: 12122.735352
	Iteration 31Q: 3 clusters Score -4514546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -4514588.500000 Penalty: 12122.735352
	Iteration 32Q: 3 clusters Score -4514588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -4514607.000000 Penalty: 12122.735352
	Iteration 33Q: 3 clusters Score -4514607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -4514637.000000 Penalty: 12122.735352
	Iteration 34Q: 3 clusters Score -4514637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -4514666.500000 Penalty: 12122.735352
	Iteration 35Q: 3 clusters Score -4514666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4514675.500000 Penalty: 12122.735352
	Iteration 36Q: 3 clusters Score -4514676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -4514684.000000 Penalty: 12122.735352
	Iteration 37Q: 3 clusters Score -4514684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -4514696.500000 Penalty: 12122.735352
	Iteration 38Q: 3 clusters Score -4514696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4514707.000000 Penalty: 12122.735352
	Iteration 39Q: 3 clusters Score -4514707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -4514708.500000 Penalty: 12122.735352
	Iteration 40F: 3 clusters Score -4514708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -4514715.500000 Penalty: 12122.735352
	Iteration 41Q: 3 clusters Score -4514716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4514718.500000 Penalty: 12122.735352
	Iteration 42Q: 3 clusters Score -4514718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -4514726.500000 Penalty: 12122.735352
	Iteration 43Q: 3 clusters Score -4514726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -4514738.500000 Penalty: 12122.735352
	Iteration 44Q: 3 clusters Score -4514738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -4514747.000000 Penalty: 12122.735352
	Iteration 45Q: 3 clusters Score -4514747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -4514749.000000 Penalty: 12122.735352
	Iteration 46Q: 3 clusters Score -4514749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -4514758.500000 Penalty: 12122.735352
	Iteration 47Q: 3 clusters Score -4514758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -4514757.500000 Penalty: 12122.735352
	Iteration 48Q: 3 clusters Score -4514758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -4514760.500000 Penalty: 12122.735352
	Iteration 49Q: 3 clusters Score -4514760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -4514763.000000 Penalty: 12122.735352
	Iteration 50Q: 3 clusters Score -4514763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -4514775.000000 Penalty: 12122.735352
	Iteration 51Q: 3 clusters Score -4514775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -4514769.000000 Penalty: 12122.735352
	Iteration 52Q: 3 clusters Score -4514769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -4514780.000000 Penalty: 12122.735352
	Iteration 53Q: 3 clusters Score -4514780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -4514777.500000 Penalty: 12122.735352
	Iteration 54Q: 3 clusters Score -4514778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -4514780.500000 Penalty: 12122.735352
	Iteration 55Q: 3 clusters Score -4514780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -4514781.000000 Penalty: 12122.735352
	Iteration 56Q: 3 clusters Score -4514781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -4514787.000000 Penalty: 12122.735352
	Iteration 57Q: 3 clusters Score -4514787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -4514791.000000 Penalty: 12122.735352
	Iteration 58Q: 3 clusters Score -4514791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -4514788.000000 Penalty: 12122.735352
	Iteration 59Q: 3 clusters Score -4514788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4514792.000000 Penalty: 12122.735352
	Iteration 60F: 3 clusters Score -4514792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -4514791.000000 Penalty: 12122.735352
	Iteration 61Q: 3 clusters Score -4514791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -4514792.000000 Penalty: 12122.735352
	Iteration 62Q: 3 clusters Score -4514792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -4514792.000000 Penalty: 12122.735352
	Iteration 63F: 3 clusters Score -4514792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -105759.796875 Penalty: 3984.792725
	Iteration 0F: 2 clusters Score -105759.8 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 317 members 
Entering Unmasked Estep 
Score: -102200.914062 Penalty: 7969.585449
	Iteration 0F: 3 clusters Score -102200.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -102628.781250 Penalty: 7969.585449
	Iteration 1F: 3 clusters Score -102628.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -103017.375000 Penalty: 7969.585449
	Iteration 2F: 3 clusters Score -103017.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -103343.750000 Penalty: 7969.585449
	Iteration 3Q: 3 clusters Score -103343.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -103655.359375 Penalty: 7969.585449
	Iteration 4F: 3 clusters Score -103655.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103916.492188 Penalty: 7969.585449
	Iteration 5Q: 3 clusters Score -103916.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -104387.382812 Penalty: 7969.585449
	Iteration 6F: 3 clusters Score -104387.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -105254.296875 Penalty: 7969.585449
	Iteration 7F: 3 clusters Score -105254.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105875.187500 Penalty: 7969.585449
	Iteration 8Q: 3 clusters Score -105875.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106387.859375 Penalty: 7969.585449
	Iteration 9Q: 3 clusters Score -106387.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -106567.742188 Penalty: 7969.585449
	Iteration 10Q: 3 clusters Score -106567.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -106675.523438 Penalty: 7969.585449
	Iteration 11Q: 3 clusters Score -106675.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -106913.789062 Penalty: 7969.585449
	Iteration 12Q: 3 clusters Score -106913.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107040.984375 Penalty: 7969.585449
	Iteration 13Q: 3 clusters Score -107041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107149.148438 Penalty: 7969.585449
	Iteration 14Q: 3 clusters Score -107149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -107281.054688 Penalty: 7969.585449
	Iteration 15Q: 3 clusters Score -107281.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -107317.039062 Penalty: 7969.585449
	Iteration 16Q: 3 clusters Score -107317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -107318.640625 Penalty: 7969.585449
	Iteration 17F: 3 clusters Score -107318.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107335.937500 Penalty: 7969.585449
	Iteration 18Q: 3 clusters Score -107335.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -107338.906250 Penalty: 7969.585449
	Iteration 19Q: 3 clusters Score -107338.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -107338.906250 Penalty: 7969.585449
	Iteration 20F: 3 clusters Score -107338.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 127131 members 
Mstep: Class 5 contains 170261 members 
Mstep: Class 6 contains 9659 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12517 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36721 members 
Mstep: Class 20 contains 17971 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11606 members 
Mstep: Class 23 contains 32872 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13927 members 
Mstep: Class 27 contains 314 members 
Entering Unmasked Estep 
Score: -138288224.000000 Penalty: 220472.718750
Splitting cluster 16 changes total score from -138290768.000000 to -138288224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -253873.031250 Penalty: 4368.654785
	Iteration 0F: 2 clusters Score -253873 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 630 members 
Entering Unmasked Estep 
Score: -249524.375000 Penalty: 8737.309570
	Iteration 0F: 3 clusters Score -249524.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -249989.500000 Penalty: 8737.309570
	Iteration 1F: 3 clusters Score -249989.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -250200.171875 Penalty: 8737.309570
	Iteration 2F: 3 clusters Score -250200.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -250316.796875 Penalty: 8737.309570
	Iteration 3Q: 3 clusters Score -250316.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -250442.234375 Penalty: 8737.309570
	Iteration 4Q: 3 clusters Score -250442.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -250591.140625 Penalty: 8737.309570
	Iteration 5Q: 3 clusters Score -250591.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -250790.484375 Penalty: 8737.309570
	Iteration 6Q: 3 clusters Score -250790.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -250995.593750 Penalty: 8737.309570
	Iteration 7Q: 3 clusters Score -250995.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -251190.078125 Penalty: 8737.309570
	Iteration 8Q: 3 clusters Score -251190.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -251365.359375 Penalty: 8737.309570
	Iteration 9Q: 3 clusters Score -251365.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -251754.828125 Penalty: 8737.309570
	Iteration 10Q: 3 clusters Score -251754.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -252731.921875 Penalty: 8737.309570
	Iteration 11F: 3 clusters Score -252731.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -253982.890625 Penalty: 8737.309570
	Iteration 12F: 3 clusters Score -253982.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -254394.296875 Penalty: 8737.309570
	Iteration 13Q: 3 clusters Score -254394.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -254548.468750 Penalty: 8737.309570
	Iteration 14Q: 3 clusters Score -254548.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -254606.578125 Penalty: 8737.309570
	Iteration 15Q: 3 clusters Score -254606.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -254642.093750 Penalty: 8737.309570
	Iteration 16Q: 3 clusters Score -254642.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -254719.640625 Penalty: 8737.309570
	Iteration 17Q: 3 clusters Score -254719.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -254731.515625 Penalty: 8737.309570
	Iteration 18Q: 3 clusters Score -254731.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -254731.515625 Penalty: 8737.309570
	Iteration 19F: 3 clusters Score -254731.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 127131 members 
Mstep: Class 5 contains 170261 members 
Mstep: Class 6 contains 9659 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12517 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 36721 members 
Mstep: Class 20 contains 17971 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11606 members 
Mstep: Class 23 contains 32872 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13927 members 
Mstep: Class 27 contains 428 members 
Entering Unmasked Estep 
Score: -138287696.000000 Penalty: 220472.718750
Splitting cluster 17 changes total score from -138290768.000000 to -138287696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (5922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Entering Unmasked Estep 
Score: -1291636.750000 Penalty: 5320.438477
	Iteration 0F: 2 clusters Score -1291637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1284035.000000 Penalty: 10640.876953
	Iteration 0F: 3 clusters Score -1284035 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1285735.250000 Penalty: 10640.876953
	Iteration 1F: 3 clusters Score -1285735 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1286778.875000 Penalty: 10640.876953
	Iteration 2F: 3 clusters Score -1286779 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1287807.000000 Penalty: 10640.876953
	Iteration 3F: 3 clusters Score -1287807 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1288768.125000 Penalty: 10640.876953
	Iteration 4F: 3 clusters Score -1288768 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1289552.500000 Penalty: 10640.876953
	Iteration 5F: 3 clusters Score -1289552 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1290135.375000 Penalty: 10640.876953
	Iteration 6F: 3 clusters Score -1290135 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1290544.625000 Penalty: 10640.876953
	Iteration 7Q: 3 clusters Score -1290545 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1290813.375000 Penalty: 10640.876953
	Iteration 8Q: 3 clusters Score -1290813 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1291014.375000 Penalty: 10640.876953
	Iteration 9Q: 3 clusters Score -1291014 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1291144.500000 Penalty: 10640.876953
	Iteration 10Q: 3 clusters Score -1291144 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1291260.000000 Penalty: 10640.876953
	Iteration 11Q: 3 clusters Score -1291260 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1291332.625000 Penalty: 10640.876953
	Iteration 12Q: 3 clusters Score -1291333 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1291385.375000 Penalty: 10640.876953
	Iteration 13Q: 3 clusters Score -1291385 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1291432.250000 Penalty: 10640.876953
	Iteration 14Q: 3 clusters Score -1291432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1291464.125000 Penalty: 10640.876953
	Iteration 15Q: 3 clusters Score -1291464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1291496.000000 Penalty: 10640.876953
	Iteration 16Q: 3 clusters Score -1291496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1291531.125000 Penalty: 10640.876953
	Iteration 17Q: 3 clusters Score -1291531 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1291573.375000 Penalty: 10640.876953
	Iteration 18Q: 3 clusters Score -1291573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1291613.000000 Penalty: 10640.876953
	Iteration 19Q: 3 clusters Score -1291613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1291632.875000 Penalty: 10640.876953
	Iteration 20F: 3 clusters Score -1291633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1291658.125000 Penalty: 10640.876953
	Iteration 21Q: 3 clusters Score -1291658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1291675.125000 Penalty: 10640.876953
	Iteration 22Q: 3 clusters Score -1291675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1291692.750000 Penalty: 10640.876953
	Iteration 23Q: 3 clusters Score -1291693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1291712.125000 Penalty: 10640.876953
	Iteration 24Q: 3 clusters Score -1291712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1291739.000000 Penalty: 10640.876953
	Iteration 25Q: 3 clusters Score -1291739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1291764.250000 Penalty: 10640.876953
	Iteration 26Q: 3 clusters Score -1291764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1291791.375000 Penalty: 10640.876953
	Iteration 27Q: 3 clusters Score -1291791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1291819.000000 Penalty: 10640.876953
	Iteration 28Q: 3 clusters Score -1291819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1291841.250000 Penalty: 10640.876953
	Iteration 29Q: 3 clusters Score -1291841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1291874.250000 Penalty: 10640.876953
	Iteration 30Q: 3 clusters Score -1291874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1291919.500000 Penalty: 10640.876953
	Iteration 31Q: 3 clusters Score -1291920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1291994.125000 Penalty: 10640.876953
	Iteration 32Q: 3 clusters Score -1291994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1292098.250000 Penalty: 10640.876953
	Iteration 33Q: 3 clusters Score -1292098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1292209.250000 Penalty: 10640.876953
	Iteration 34Q: 3 clusters Score -1292209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1292268.750000 Penalty: 10640.876953
	Iteration 35Q: 3 clusters Score -1292269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1292299.625000 Penalty: 10640.876953
	Iteration 36Q: 3 clusters Score -1292300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1292305.250000 Penalty: 10640.876953
	Iteration 37Q: 3 clusters Score -1292305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1292308.125000 Penalty: 10640.876953
	Iteration 38Q: 3 clusters Score -1292308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1292309.500000 Penalty: 10640.876953
	Iteration 39Q: 3 clusters Score -1292310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1292312.375000 Penalty: 10640.876953
	Iteration 40F: 3 clusters Score -1292312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 127131 members 
Mstep: Class 5 contains 170261 members 
Mstep: Class 6 contains 9659 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 12517 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 50390 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 30520 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 889 members 
Mstep: Class 19 contains 36721 members 
Mstep: Class 20 contains 17971 members 
Mstep: Class 21 contains 334 members 
Mstep: Class 22 contains 11606 members 
Mstep: Class 23 contains 32872 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 13927 members 
Mstep: Class 27 contains 5033 members 
Entering Unmasked Estep 
Score: -138288640.000000 Penalty: 220472.718750
Splitting cluster 18 changes total score from -138290768.000000 to -138288640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (36721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Entering Unmasked Estep 
Score: -8372898.500000 Penalty: 6438.050781
	Iteration 0F: 2 clusters Score -8372898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -8345769.000000 Penalty: 12876.101562
	Iteration 0F: 3 clusters Score -8345769 nChanged 15734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -8353957.500000 Penalty: 12876.101562
	Iteration 1F: 3 clusters Score -8353958 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -8354800.000000 Penalty: 12876.101562
	Iteration 2F: 3 clusters Score -8354800 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -8355443.000000 Penalty: 12876.101562
	Iteration 3Q: 3 clusters Score -8355443 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -8355978.500000 Penalty: 12876.101562
	Iteration 4Q: 3 clusters Score -8355978 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -8356476.500000 Penalty: 12876.101562
	Iteration 5Q: 3 clusters Score -8356476 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -8356997.500000 Penalty: 12876.101562
	Iteration 6Q: 3 clusters Score -8356998 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -8357564.500000 Penalty: 12876.101562
	Iteration 7Q: 3 clusters Score -8357564 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -8358280.500000 Penalty: 12876.101562
	Iteration 8Q: 3 clusters Score -8358280 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -8359191.500000 Penalty: 12876.101562
	Iteration 9Q: 3 clusters Score -8359192 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -8360271.000000 Penalty: 12876.101562
	Iteration 10Q: 3 clusters Score -8360271 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -8361613.000000 Penalty: 12876.101562
	Iteration 11F: 3 clusters Score -8361613 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -8362952.500000 Penalty: 12876.101562
	Iteration 12Q: 3 clusters Score -8362952 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -8364174.000000 Penalty: 12876.101562
	Iteration 13Q: 3 clusters Score -8364174 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -8365111.000000 Penalty: 12876.101562
	Iteration 14Q: 3 clusters Score -8365111 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -8365829.500000 Penalty: 12876.101562
	Iteration 15Q: 3 clusters Score -8365830 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -8366255.000000 Penalty: 12876.101562
	Iteration 16Q: 3 clusters Score -8366255 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -8366542.000000 Penalty: 12876.101562
	Iteration 17Q: 3 clusters Score -8366542 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -8366709.000000 Penalty: 12876.101562
	Iteration 18Q: 3 clusters Score -8366709 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -8366860.000000 Penalty: 12876.101562
	Iteration 19Q: 3 clusters Score -8366860 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -8366907.000000 Penalty: 12876.101562
	Iteration 20F: 3 clusters Score -8366907 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -8366952.000000 Penalty: 12876.101562
	Iteration 21Q: 3 clusters Score -8366952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -8366992.000000 Penalty: 12876.101562
	Iteration 22Q: 3 clusters Score -8366992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -8367015.000000 Penalty: 12876.101562
	Iteration 23Q: 3 clusters Score -8367015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -8367055.000000 Penalty: 12876.101562
	Iteration 24Q: 3 clusters Score -8367055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -8367069.000000 Penalty: 12876.101562
	Iteration 25Q: 3 clusters Score -8367069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -8367099.500000 Penalty: 12876.101562
	Iteration 26Q: 3 clusters Score -8367100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -8367112.000000 Penalty: 12876.101562
	Iteration 27Q: 3 clusters Score -8367112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -8367120.500000 Penalty: 12876.101562
	Iteration 28Q: 3 clusters Score -8367120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -8367138.000000 Penalty: 12876.101562
	Iteration 29Q: 3 clusters Score -8367138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -8367131.500000 Penalty: 12876.101562
	Iteration 30Q: 3 clusters Score -8367132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -8367126.000000 Penalty: 12876.101562
	Iteration 31Q: 3 clusters Score -8367126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -8367126.500000 Penalty: 12876.101562
	Iteration 32Q: 3 clusters Score -8367126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -8367128.000000 Penalty: 12876.101562
	Iteration 33Q: 3 clusters Score -8367128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -8367139.500000 Penalty: 12876.101562
	Iteration 34Q: 3 clusters Score -8367140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -8367149.000000 Penalty: 12876.101562
	Iteration 35Q: 3 clusters Score -8367149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -8367162.500000 Penalty: 12876.101562
	Iteration 36Q: 3 clusters Score -8367162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -8367175.500000 Penalty: 12876.101562
	Iteration 37Q: 3 clusters Score -8367176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -8367172.500000 Penalty: 12876.101562
	Iteration 38Q: 3 clusters Score -8367172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -8367181.500000 Penalty: 12876.101562
	Iteration 39Q: 3 clusters Score -8367182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -8367183.000000 Penalty: 12876.101562
	Iteration 40F: 3 clusters Score -8367183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -8367186.500000 Penalty: 12876.101562
	Iteration 41Q: 3 clusters Score -8367186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -8367186.500000 Penalty: 12876.101562
	Iteration 42F: 3 clusters Score -8367186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Entering Unmasked Estep 
Score: -4089217.250000 Penalty: 6000.365234
	Iteration 0F: 2 clusters Score -4089217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -4073976.000000 Penalty: 12000.730469
	Iteration 0F: 3 clusters Score -4073976 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -4077794.750000 Penalty: 12000.730469
	Iteration 1F: 3 clusters Score -4077795 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -4078436.750000 Penalty: 12000.730469
	Iteration 2F: 3 clusters Score -4078437 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -4078864.000000 Penalty: 12000.730469
	Iteration 3F: 3 clusters Score -4078864 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -4079158.250000 Penalty: 12000.730469
	Iteration 4Q: 3 clusters Score -4079158 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -4079406.250000 Penalty: 12000.730469
	Iteration 5Q: 3 clusters Score -4079406 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -4079620.750000 Penalty: 12000.730469
	Iteration 6Q: 3 clusters Score -4079621 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -4079836.000000 Penalty: 12000.730469
	Iteration 7Q: 3 clusters Score -4079836 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -4080034.500000 Penalty: 12000.730469
	Iteration 8Q: 3 clusters Score -4080034 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -4080226.750000 Penalty: 12000.730469
	Iteration 9Q: 3 clusters Score -4080227 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -4080394.000000 Penalty: 12000.730469
	Iteration 10Q: 3 clusters Score -4080394 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -4080551.750000 Penalty: 12000.730469
	Iteration 11Q: 3 clusters Score -4080552 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -4080714.500000 Penalty: 12000.730469
	Iteration 12Q: 3 clusters Score -4080714 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -4080889.750000 Penalty: 12000.730469
	Iteration 13Q: 3 clusters Score -4080890 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -4081053.000000 Penalty: 12000.730469
	Iteration 14Q: 3 clusters Score -4081053 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -4081219.000000 Penalty: 12000.730469
	Iteration 15Q: 3 clusters Score -4081219 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -4081366.750000 Penalty: 12000.730469
	Iteration 16Q: 3 clusters Score -4081367 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -4081559.750000 Penalty: 12000.730469
	Iteration 17Q: 3 clusters Score -4081560 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -4081717.000000 Penalty: 12000.730469
	Iteration 18Q: 3 clusters Score -4081717 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -4081864.500000 Penalty: 12000.730469
	Iteration 19Q: 3 clusters Score -4081864 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -4082001.750000 Penalty: 12000.730469
	Iteration 20F: 3 clusters Score -4082002 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -4082116.000000 Penalty: 12000.730469
	Iteration 21Q: 3 clusters Score -4082116 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -4082219.250000 Penalty: 12000.730469
	Iteration 22Q: 3 clusters Score -4082219 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -4082308.750000 Penalty: 12000.730469
	Iteration 23Q: 3 clusters Score -4082309 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -4082376.500000 Penalty: 12000.730469
	Iteration 24Q: 3 clusters Score -4082376 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -4082435.000000 Penalty: 12000.730469
	Iteration 25Q: 3 clusters Score -4082435 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -4082523.000000 Penalty: 12000.730469
	Iteration 26Q: 3 clusters Score -4082523 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -4082609.000000 Penalty: 12000.730469
	Iteration 27Q: 3 clusters Score -4082609 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -4082695.000000 Penalty: 12000.730469
	Iteration 28Q: 3 clusters Score -4082695 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -4082794.250000 Penalty: 12000.730469
	Iteration 29Q: 3 clusters Score -4082794 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -4082874.250000 Penalty: 12000.730469
	Iteration 30Q: 3 clusters Score -4082874 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -4082971.750000 Penalty: 12000.730469
	Iteration 31Q: 3 clusters Score -4082972 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -4083054.750000 Penalty: 12000.730469
	Iteration 32Q: 3 clusters Score -4083055 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -4083152.500000 Penalty: 12000.730469
	Iteration 33Q: 3 clusters Score -4083152 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -4083231.250000 Penalty: 12000.730469
	Iteration 34Q: 3 clusters Score -4083231 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -4083284.750000 Penalty: 12000.730469
	Iteration 35Q: 3 clusters Score -4083285 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -4083357.750000 Penalty: 12000.730469
	Iteration 36Q: 3 clusters Score -4083358 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -4083403.250000 Penalty: 12000.730469
	Iteration 37Q: 3 clusters Score -4083403 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -4083440.750000 Penalty: 12000.730469
	Iteration 38Q: 3 clusters Score -4083441 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -4083486.750000 Penalty: 12000.730469
	Iteration 39Q: 3 clusters Score -4083487 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -4083546.000000 Penalty: 12000.730469
	Iteration 40F: 3 clusters Score -4083546 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -4083568.250000 Penalty: 12000.730469
	Iteration 41Q: 3 clusters Score -4083568 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -4083604.250000 Penalty: 12000.730469
	Iteration 42Q: 3 clusters Score -4083604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -4083601.500000 Penalty: 12000.730469
	Iteration 43Q: 3 clusters Score -4083602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -4083620.250000 Penalty: 12000.730469
	Iteration 44Q: 3 clusters Score -4083620 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -4083637.500000 Penalty: 12000.730469
	Iteration 45Q: 3 clusters Score -4083638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -4083646.250000 Penalty: 12000.730469
	Iteration 46Q: 3 clusters Score -4083646 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -4083658.250000 Penalty: 12000.730469
	Iteration 47Q: 3 clusters Score -4083658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -4083669.500000 Penalty: 12000.730469
	Iteration 48Q: 3 clusters Score -4083670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -4083677.000000 Penalty: 12000.730469
	Iteration 49Q: 3 clusters Score -4083677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -4083680.000000 Penalty: 12000.730469
	Iteration 50Q: 3 clusters Score -4083680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -4083676.000000 Penalty: 12000.730469
	Iteration 51Q: 3 clusters Score -4083676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -4083696.750000 Penalty: 12000.730469
	Iteration 52Q: 3 clusters Score -4083697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -4083689.750000 Penalty: 12000.730469
	Iteration 53Q: 3 clusters Score -4083690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -4083689.500000 Penalty: 12000.730469
	Iteration 54Q: 3 clusters Score -4083690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -4083690.250000 Penalty: 12000.730469
	Iteration 55Q: 3 clusters Score -4083690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -4083693.000000 Penalty: 12000.730469
	Iteration 56Q: 3 clusters Score -4083693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -4083688.750000 Penalty: 12000.730469
	Iteration 57Q: 3 clusters Score -4083689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -4083693.250000 Penalty: 12000.730469
	Iteration 58Q: 3 clusters Score -4083693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -4083688.000000 Penalty: 12000.730469
	Iteration 59Q: 3 clusters Score -4083688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -4083697.500000 Penalty: 12000.730469
	Iteration 60F: 3 clusters Score -4083698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -4083698.250000 Penalty: 12000.730469
	Iteration 61Q: 3 clusters Score -4083698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -4083699.750000 Penalty: 12000.730469
	Iteration 62Q: 3 clusters Score -4083700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -4083708.500000 Penalty: 12000.730469
	Iteration 63Q: 3 clusters Score -4083708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -4083705.750000 Penalty: 12000.730469
	Iteration 64Q: 3 clusters Score -4083706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -4083711.750000 Penalty: 12000.730469
	Iteration 65Q: 3 clusters Score -4083712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -4083713.500000 Penalty: 12000.730469
	Iteration 66Q: 3 clusters Score -4083714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -4083717.500000 Penalty: 12000.730469
	Iteration 67Q: 3 clusters Score -4083718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -4083715.750000 Penalty: 12000.730469
	Iteration 68Q: 3 clusters Score -4083716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -4083718.000000 Penalty: 12000.730469
	Iteration 69Q: 3 clusters Score -4083718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -4083725.250000 Penalty: 12000.730469
	Iteration 70Q: 3 clusters Score -4083725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -4083717.500000 Penalty: 12000.730469
	Iteration 71Q: 3 clusters Score -4083718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -4083721.750000 Penalty: 12000.730469
	Iteration 72Q: 3 clusters Score -4083722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -4083721.750000 Penalty: 12000.730469
	Iteration 73F: 3 clusters Score -4083722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -67362.500000 Penalty: 3559.323975
	Iteration 0F: 2 clusters Score -67362.5 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 161 members 
Entering Unmasked Estep 
Score: -64300.390625 Penalty: 7118.647949
	Iteration 0F: 3 clusters Score -64300.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -64333.410156 Penalty: 7118.647949
	Iteration 1Q: 3 clusters Score -64333.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -64342.761719 Penalty: 7118.647949
	Iteration 2Q: 3 clusters Score -64342.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -64342.761719 Penalty: 7118.647949
	Iteration 3F: 3 clusters Score -64342.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Entering Unmasked Estep 
Score: -2617589.500000 Penalty: 5732.557617
	Iteration 0F: 2 clusters Score -2617590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2606362.250000 Penalty: 11465.115234
	Iteration 0F: 3 clusters Score -2606362 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2608788.500000 Penalty: 11465.115234
	Iteration 1F: 3 clusters Score -2608788 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2609274.750000 Penalty: 11465.115234
	Iteration 2F: 3 clusters Score -2609275 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2609587.250000 Penalty: 11465.115234
	Iteration 3Q: 3 clusters Score -2609587 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2609808.500000 Penalty: 11465.115234
	Iteration 4Q: 3 clusters Score -2609808 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2609964.500000 Penalty: 11465.115234
	Iteration 5Q: 3 clusters Score -2609964 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2610113.250000 Penalty: 11465.115234
	Iteration 6Q: 3 clusters Score -2610113 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2610236.000000 Penalty: 11465.115234
	Iteration 7Q: 3 clusters Score -2610236 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2610351.750000 Penalty: 11465.115234
	Iteration 8Q: 3 clusters Score -2610352 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2610472.750000 Penalty: 11465.115234
	Iteration 9Q: 3 clusters Score -2610473 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2610573.500000 Penalty: 11465.115234
	Iteration 10Q: 3 clusters Score -2610574 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2610690.250000 Penalty: 11465.115234
	Iteration 11Q: 3 clusters Score -2610690 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2610789.750000 Penalty: 11465.115234
	Iteration 12Q: 3 clusters Score -2610790 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2610894.750000 Penalty: 11465.115234
	Iteration 13Q: 3 clusters Score -2610895 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2610980.000000 Penalty: 11465.115234
	Iteration 14Q: 3 clusters Score -2610980 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2611078.500000 Penalty: 11465.115234
	Iteration 15Q: 3 clusters Score -2611078 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2611203.250000 Penalty: 11465.115234
	Iteration 16Q: 3 clusters Score -2611203 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2611324.500000 Penalty: 11465.115234
	Iteration 17Q: 3 clusters Score -2611324 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2611469.750000 Penalty: 11465.115234
	Iteration 18Q: 3 clusters Score -2611470 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2611630.250000 Penalty: 11465.115234
	Iteration 19Q: 3 clusters Score -2611630 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2611828.500000 Penalty: 11465.115234
	Iteration 20F: 3 clusters Score -2611828 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2612051.500000 Penalty: 11465.115234
	Iteration 21Q: 3 clusters Score -2612052 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2612252.000000 Penalty: 11465.115234
	Iteration 22Q: 3 clusters Score -2612252 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2612441.000000 Penalty: 11465.115234
	Iteration 23Q: 3 clusters Score -2612441 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2612628.000000 Penalty: 11465.115234
	Iteration 24Q: 3 clusters Score -2612628 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2612783.500000 Penalty: 11465.115234
	Iteration 25Q: 3 clusters Score -2612784 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2612904.500000 Penalty: 11465.115234
	Iteration 26Q: 3 clusters Score -2612904 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2613013.750000 Penalty: 11465.115234
	Iteration 27Q: 3 clusters Score -2613014 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2613079.000000 Penalty: 11465.115234
	Iteration 28Q: 3 clusters Score -2613079 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2613143.000000 Penalty: 11465.115234
	Iteration 29Q: 3 clusters Score -2613143 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2613214.750000 Penalty: 11465.115234
	Iteration 30Q: 3 clusters Score -2613215 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2613290.250000 Penalty: 11465.115234
	Iteration 31Q: 3 clusters Score -2613290 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2613348.750000 Penalty: 11465.115234
	Iteration 32Q: 3 clusters Score -2613349 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2613402.000000 Penalty: 11465.115234
	Iteration 33Q: 3 clusters Score -2613402 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2613463.500000 Penalty: 11465.115234
	Iteration 34Q: 3 clusters Score -2613464 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2613509.750000 Penalty: 11465.115234
	Iteration 35Q: 3 clusters Score -2613510 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2613567.500000 Penalty: 11465.115234
	Iteration 36Q: 3 clusters Score -2613568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2613623.250000 Penalty: 11465.115234
	Iteration 37Q: 3 clusters Score -2613623 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2613678.250000 Penalty: 11465.115234
	Iteration 38Q: 3 clusters Score -2613678 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2613728.500000 Penalty: 11465.115234
	Iteration 39Q: 3 clusters Score -2613728 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2613769.000000 Penalty: 11465.115234
	Iteration 40F: 3 clusters Score -2613769 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2613795.500000 Penalty: 11465.115234
	Iteration 41Q: 3 clusters Score -2613796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2613827.000000 Penalty: 11465.115234
	Iteration 42Q: 3 clusters Score -2613827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2613846.750000 Penalty: 11465.115234
	Iteration 43Q: 3 clusters Score -2613847 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2613847.750000 Penalty: 11465.115234
	Iteration 44Q: 3 clusters Score -2613848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2613875.500000 Penalty: 11465.115234
	Iteration 45Q: 3 clusters Score -2613876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2613886.500000 Penalty: 11465.115234
	Iteration 46Q: 3 clusters Score -2613886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2613912.250000 Penalty: 11465.115234
	Iteration 47Q: 3 clusters Score -2613912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2613929.000000 Penalty: 11465.115234
	Iteration 48Q: 3 clusters Score -2613929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2613945.250000 Penalty: 11465.115234
	Iteration 49Q: 3 clusters Score -2613945 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2613962.750000 Penalty: 11465.115234
	Iteration 50Q: 3 clusters Score -2613963 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2613973.250000 Penalty: 11465.115234
	Iteration 51Q: 3 clusters Score -2613973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2613990.000000 Penalty: 11465.115234
	Iteration 52Q: 3 clusters Score -2613990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2613998.500000 Penalty: 11465.115234
	Iteration 53Q: 3 clusters Score -2613998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2614013.000000 Penalty: 11465.115234
	Iteration 54Q: 3 clusters Score -2614013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2614019.000000 Penalty: 11465.115234
	Iteration 55Q: 3 clusters Score -2614019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2614022.000000 Penalty: 11465.115234
	Iteration 56Q: 3 clusters Score -2614022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2614034.250000 Penalty: 11465.115234
	Iteration 57Q: 3 clusters Score -2614034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2614041.250000 Penalty: 11465.115234
	Iteration 58Q: 3 clusters Score -2614041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2614042.000000 Penalty: 11465.115234
	Iteration 59Q: 3 clusters Score -2614042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2614044.000000 Penalty: 11465.115234
	Iteration 60F: 3 clusters Score -2614044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2614049.250000 Penalty: 11465.115234
	Iteration 61Q: 3 clusters Score -2614049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2614048.250000 Penalty: 11465.115234
	Iteration 62Q: 3 clusters Score -2614048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2614053.750000 Penalty: 11465.115234
	Iteration 63Q: 3 clusters Score -2614054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2614053.500000 Penalty: 11465.115234
	Iteration 64Q: 3 clusters Score -2614054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2614063.750000 Penalty: 11465.115234
	Iteration 65Q: 3 clusters Score -2614064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2614065.750000 Penalty: 11465.115234
	Iteration 66Q: 3 clusters Score -2614066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2614067.750000 Penalty: 11465.115234
	Iteration 67Q: 3 clusters Score -2614068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2614069.000000 Penalty: 11465.115234
	Iteration 68Q: 3 clusters Score -2614069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2614065.000000 Penalty: 11465.115234
	Iteration 69Q: 3 clusters Score -2614065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2614067.000000 Penalty: 11465.115234
	Iteration 70Q: 3 clusters Score -2614067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2614067.000000 Penalty: 11465.115234
	Iteration 71F: 3 clusters Score -2614067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Entering Unmasked Estep 
Score: -7505715.000000 Penalty: 6370.230469
	Iteration 0F: 2 clusters Score -7505715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -7480969.000000 Penalty: 12740.460938
	Iteration 0F: 3 clusters Score -7480969 nChanged 13981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -7488146.500000 Penalty: 12740.460938
	Iteration 1F: 3 clusters Score -7488146 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -7488938.500000 Penalty: 12740.460938
	Iteration 2F: 3 clusters Score -7488938 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -7489536.500000 Penalty: 12740.460938
	Iteration 3Q: 3 clusters Score -7489536 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -7489984.500000 Penalty: 12740.460938
	Iteration 4Q: 3 clusters Score -7489984 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -7490455.000000 Penalty: 12740.460938
	Iteration 5Q: 3 clusters Score -7490455 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -7490843.000000 Penalty: 12740.460938
	Iteration 6Q: 3 clusters Score -7490843 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -7491208.000000 Penalty: 12740.460938
	Iteration 7Q: 3 clusters Score -7491208 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -7491539.500000 Penalty: 12740.460938
	Iteration 8Q: 3 clusters Score -7491540 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -7491839.000000 Penalty: 12740.460938
	Iteration 9Q: 3 clusters Score -7491839 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -7492107.500000 Penalty: 12740.460938
	Iteration 10Q: 3 clusters Score -7492108 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -7492359.000000 Penalty: 12740.460938
	Iteration 11Q: 3 clusters Score -7492359 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -7492616.500000 Penalty: 12740.460938
	Iteration 12Q: 3 clusters Score -7492616 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -7492858.000000 Penalty: 12740.460938
	Iteration 13Q: 3 clusters Score -7492858 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -7493101.500000 Penalty: 12740.460938
	Iteration 14Q: 3 clusters Score -7493102 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -7493397.000000 Penalty: 12740.460938
	Iteration 15Q: 3 clusters Score -7493397 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -7493669.000000 Penalty: 12740.460938
	Iteration 16Q: 3 clusters Score -7493669 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -7494037.500000 Penalty: 12740.460938
	Iteration 17Q: 3 clusters Score -7494038 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -7494432.000000 Penalty: 12740.460938
	Iteration 18Q: 3 clusters Score -7494432 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -7494948.500000 Penalty: 12740.460938
	Iteration 19Q: 3 clusters Score -7494948 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -7495515.500000 Penalty: 12740.460938
	Iteration 20F: 3 clusters Score -7495516 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -7496188.000000 Penalty: 12740.460938
	Iteration 21Q: 3 clusters Score -7496188 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -7496803.500000 Penalty: 12740.460938
	Iteration 22Q: 3 clusters Score -7496804 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -7497440.500000 Penalty: 12740.460938
	Iteration 23Q: 3 clusters Score -7497440 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -7498029.000000 Penalty: 12740.460938
	Iteration 24Q: 3 clusters Score -7498029 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -7498510.000000 Penalty: 12740.460938
	Iteration 25Q: 3 clusters Score -7498510 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -7498895.000000 Penalty: 12740.460938
	Iteration 26Q: 3 clusters Score -7498895 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7499195.500000 Penalty: 12740.460938
	Iteration 27Q: 3 clusters Score -7499196 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7499392.500000 Penalty: 12740.460938
	Iteration 28Q: 3 clusters Score -7499392 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -7499558.000000 Penalty: 12740.460938
	Iteration 29Q: 3 clusters Score -7499558 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -7499733.000000 Penalty: 12740.460938
	Iteration 30Q: 3 clusters Score -7499733 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -7499830.000000 Penalty: 12740.460938
	Iteration 31Q: 3 clusters Score -7499830 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7499922.500000 Penalty: 12740.460938
	Iteration 32Q: 3 clusters Score -7499922 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7500007.500000 Penalty: 12740.460938
	Iteration 33Q: 3 clusters Score -7500008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7500070.500000 Penalty: 12740.460938
	Iteration 34Q: 3 clusters Score -7500070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7500085.000000 Penalty: 12740.460938
	Iteration 35Q: 3 clusters Score -7500085 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7500122.000000 Penalty: 12740.460938
	Iteration 36Q: 3 clusters Score -7500122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7500138.500000 Penalty: 12740.460938
	Iteration 37Q: 3 clusters Score -7500138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7500145.000000 Penalty: 12740.460938
	Iteration 38Q: 3 clusters Score -7500145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7500159.500000 Penalty: 12740.460938
	Iteration 39Q: 3 clusters Score -7500160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7500172.500000 Penalty: 12740.460938
	Iteration 40F: 3 clusters Score -7500172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7500180.000000 Penalty: 12740.460938
	Iteration 41Q: 3 clusters Score -7500180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7500194.000000 Penalty: 12740.460938
	Iteration 42Q: 3 clusters Score -7500194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7500199.500000 Penalty: 12740.460938
	Iteration 43Q: 3 clusters Score -7500200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7500222.000000 Penalty: 12740.460938
	Iteration 44Q: 3 clusters Score -7500222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7500243.500000 Penalty: 12740.460938
	Iteration 45Q: 3 clusters Score -7500244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7500235.000000 Penalty: 12740.460938
	Iteration 46Q: 3 clusters Score -7500235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7500247.000000 Penalty: 12740.460938
	Iteration 47Q: 3 clusters Score -7500247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7500252.000000 Penalty: 12740.460938
	Iteration 48Q: 3 clusters Score -7500252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7500257.500000 Penalty: 12740.460938
	Iteration 49Q: 3 clusters Score -7500258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7500266.500000 Penalty: 12740.460938
	Iteration 50Q: 3 clusters Score -7500266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7500277.000000 Penalty: 12740.460938
	Iteration 51Q: 3 clusters Score -7500277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7500275.500000 Penalty: 12740.460938
	Iteration 52Q: 3 clusters Score -7500276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7500275.500000 Penalty: 12740.460938
	Iteration 53Q: 3 clusters Score -7500276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7500273.000000 Penalty: 12740.460938
	Iteration 54Q: 3 clusters Score -7500273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7500277.000000 Penalty: 12740.460938
	Iteration 55Q: 3 clusters Score -7500277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7500284.000000 Penalty: 12740.460938
	Iteration 56Q: 3 clusters Score -7500284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7500286.000000 Penalty: 12740.460938
	Iteration 57Q: 3 clusters Score -7500286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7500287.000000 Penalty: 12740.460938
	Iteration 58Q: 3 clusters Score -7500287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7500294.000000 Penalty: 12740.460938
	Iteration 59Q: 3 clusters Score -7500294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7500296.000000 Penalty: 12740.460938
	Iteration 60F: 3 clusters Score -7500296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7500296.500000 Penalty: 12740.460938
	Iteration 61Q: 3 clusters Score -7500296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7500295.500000 Penalty: 12740.460938
	Iteration 62Q: 3 clusters Score -7500296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7500295.000000 Penalty: 12740.460938
	Iteration 63Q: 3 clusters Score -7500295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7500298.000000 Penalty: 12740.460938
	Iteration 64Q: 3 clusters Score -7500298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7500299.000000 Penalty: 12740.460938
	Iteration 65Q: 3 clusters Score -7500299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7500299.000000 Penalty: 12740.460938
	Iteration 66F: 3 clusters Score -7500299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -48286.339844 Penalty: 3633.500244
	Iteration 0F: 2 clusters Score -48286.34 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 190 members 
Entering Unmasked Estep 
Score: -45415.414062 Penalty: 7267.000488
	Iteration 0F: 3 clusters Score -45415.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45941.214844 Penalty: 7267.000488
	Iteration 1F: 3 clusters Score -45941.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46095.621094 Penalty: 7267.000488
	Iteration 2Q: 3 clusters Score -46095.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46348.585938 Penalty: 7267.000488
	Iteration 3Q: 3 clusters Score -46348.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46398.730469 Penalty: 7267.000488
	Iteration 4Q: 3 clusters Score -46398.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46433.296875 Penalty: 7267.000488
	Iteration 5Q: 3 clusters Score -46433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46459.742188 Penalty: 7267.000488
	Iteration 6Q: 3 clusters Score -46459.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46462.199219 Penalty: 7267.000488
	Iteration 7Q: 3 clusters Score -46462.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46462.199219 Penalty: 7267.000488
	Iteration 8F: 3 clusters Score -46462.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -225650.125000 Penalty: 4294.368652
	Iteration 0F: 2 clusters Score -225650.1 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 578 members 
Entering Unmasked Estep 
Score: -221444.796875 Penalty: 8588.737305
	Iteration 0F: 3 clusters Score -221444.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -221879.312500 Penalty: 8588.737305
	Iteration 1F: 3 clusters Score -221879.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -222078.109375 Penalty: 8588.737305
	Iteration 2F: 3 clusters Score -222078.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -222228.187500 Penalty: 8588.737305
	Iteration 3Q: 3 clusters Score -222228.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -222330.203125 Penalty: 8588.737305
	Iteration 4Q: 3 clusters Score -222330.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -222409.343750 Penalty: 8588.737305
	Iteration 5Q: 3 clusters Score -222409.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -222535.453125 Penalty: 8588.737305
	Iteration 6Q: 3 clusters Score -222535.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -222742.687500 Penalty: 8588.737305
	Iteration 7Q: 3 clusters Score -222742.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -222876.562500 Penalty: 8588.737305
	Iteration 8Q: 3 clusters Score -222876.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -223010.296875 Penalty: 8588.737305
	Iteration 9Q: 3 clusters Score -223010.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -223154.890625 Penalty: 8588.737305
	Iteration 10Q: 3 clusters Score -223154.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -223265.171875 Penalty: 8588.737305
	Iteration 11Q: 3 clusters Score -223265.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -223354.140625 Penalty: 8588.737305
	Iteration 12Q: 3 clusters Score -223354.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -223435.468750 Penalty: 8588.737305
	Iteration 13Q: 3 clusters Score -223435.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -223531.375000 Penalty: 8588.737305
	Iteration 14Q: 3 clusters Score -223531.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -223694.171875 Penalty: 8588.737305
	Iteration 15Q: 3 clusters Score -223694.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -223894.562500 Penalty: 8588.737305
	Iteration 16Q: 3 clusters Score -223894.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -224044.625000 Penalty: 8588.737305
	Iteration 17Q: 3 clusters Score -224044.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -224140.281250 Penalty: 8588.737305
	Iteration 18Q: 3 clusters Score -224140.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -224180.218750 Penalty: 8588.737305
	Iteration 19Q: 3 clusters Score -224180.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -224209.781250 Penalty: 8588.737305
	Iteration 20F: 3 clusters Score -224209.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -224255.796875 Penalty: 8588.737305
	Iteration 21Q: 3 clusters Score -224255.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -224281.078125 Penalty: 8588.737305
	Iteration 22Q: 3 clusters Score -224281.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -224286.609375 Penalty: 8588.737305
	Iteration 23Q: 3 clusters Score -224286.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -224286.609375 Penalty: 8588.737305
	Iteration 24F: 3 clusters Score -224286.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Entering Unmasked Estep 
Score: -3160998.000000 Penalty: 5844.220703
	Iteration 0F: 2 clusters Score -3160998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -3148213.750000 Penalty: 11688.441406
	Iteration 0F: 3 clusters Score -3148214 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -3151081.250000 Penalty: 11688.441406
	Iteration 1F: 3 clusters Score -3151081 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -3151581.500000 Penalty: 11688.441406
	Iteration 2F: 3 clusters Score -3151582 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3151909.250000 Penalty: 11688.441406
	Iteration 3Q: 3 clusters Score -3151909 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -3152144.750000 Penalty: 11688.441406
	Iteration 4Q: 3 clusters Score -3152145 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3152302.000000 Penalty: 11688.441406
	Iteration 5Q: 3 clusters Score -3152302 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -3152460.750000 Penalty: 11688.441406
	Iteration 6Q: 3 clusters Score -3152461 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -3152599.000000 Penalty: 11688.441406
	Iteration 7Q: 3 clusters Score -3152599 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3152709.000000 Penalty: 11688.441406
	Iteration 8Q: 3 clusters Score -3152709 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -3152805.500000 Penalty: 11688.441406
	Iteration 9Q: 3 clusters Score -3152806 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3152906.250000 Penalty: 11688.441406
	Iteration 10Q: 3 clusters Score -3152906 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3153004.750000 Penalty: 11688.441406
	Iteration 11Q: 3 clusters Score -3153005 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -3153111.750000 Penalty: 11688.441406
	Iteration 12Q: 3 clusters Score -3153112 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3153206.250000 Penalty: 11688.441406
	Iteration 13Q: 3 clusters Score -3153206 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3153317.000000 Penalty: 11688.441406
	Iteration 14Q: 3 clusters Score -3153317 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -3153424.750000 Penalty: 11688.441406
	Iteration 15Q: 3 clusters Score -3153425 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3153552.250000 Penalty: 11688.441406
	Iteration 16Q: 3 clusters Score -3153552 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3153683.000000 Penalty: 11688.441406
	Iteration 17Q: 3 clusters Score -3153683 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3153809.250000 Penalty: 11688.441406
	Iteration 18Q: 3 clusters Score -3153809 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3153957.750000 Penalty: 11688.441406
	Iteration 19Q: 3 clusters Score -3153958 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3154095.250000 Penalty: 11688.441406
	Iteration 20F: 3 clusters Score -3154095 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3154240.250000 Penalty: 11688.441406
	Iteration 21Q: 3 clusters Score -3154240 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3154394.750000 Penalty: 11688.441406
	Iteration 22Q: 3 clusters Score -3154395 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3154569.000000 Penalty: 11688.441406
	Iteration 23Q: 3 clusters Score -3154569 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3154728.500000 Penalty: 11688.441406
	Iteration 24Q: 3 clusters Score -3154728 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3154884.750000 Penalty: 11688.441406
	Iteration 25Q: 3 clusters Score -3154885 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3155019.500000 Penalty: 11688.441406
	Iteration 26Q: 3 clusters Score -3155020 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3155126.750000 Penalty: 11688.441406
	Iteration 27Q: 3 clusters Score -3155127 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3155209.500000 Penalty: 11688.441406
	Iteration 28Q: 3 clusters Score -3155210 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3155270.000000 Penalty: 11688.441406
	Iteration 29Q: 3 clusters Score -3155270 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3155326.500000 Penalty: 11688.441406
	Iteration 30Q: 3 clusters Score -3155326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3155387.000000 Penalty: 11688.441406
	Iteration 31Q: 3 clusters Score -3155387 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3155418.000000 Penalty: 11688.441406
	Iteration 32Q: 3 clusters Score -3155418 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3155449.250000 Penalty: 11688.441406
	Iteration 33Q: 3 clusters Score -3155449 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3155486.250000 Penalty: 11688.441406
	Iteration 34Q: 3 clusters Score -3155486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3155510.250000 Penalty: 11688.441406
	Iteration 35Q: 3 clusters Score -3155510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3155541.000000 Penalty: 11688.441406
	Iteration 36Q: 3 clusters Score -3155541 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3155569.250000 Penalty: 11688.441406
	Iteration 37Q: 3 clusters Score -3155569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3155595.500000 Penalty: 11688.441406
	Iteration 38Q: 3 clusters Score -3155596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3155621.500000 Penalty: 11688.441406
	Iteration 39Q: 3 clusters Score -3155622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3155634.500000 Penalty: 11688.441406
	Iteration 40F: 3 clusters Score -3155634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3155650.750000 Penalty: 11688.441406
	Iteration 41Q: 3 clusters Score -3155651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3155658.500000 Penalty: 11688.441406
	Iteration 42Q: 3 clusters Score -3155658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3155666.750000 Penalty: 11688.441406
	Iteration 43Q: 3 clusters Score -3155667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3155669.250000 Penalty: 11688.441406
	Iteration 44Q: 3 clusters Score -3155669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3155675.000000 Penalty: 11688.441406
	Iteration 45Q: 3 clusters Score -3155675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3155690.500000 Penalty: 11688.441406
	Iteration 46Q: 3 clusters Score -3155690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3155702.250000 Penalty: 11688.441406
	Iteration 47Q: 3 clusters Score -3155702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3155714.500000 Penalty: 11688.441406
	Iteration 48Q: 3 clusters Score -3155714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3155720.000000 Penalty: 11688.441406
	Iteration 49Q: 3 clusters Score -3155720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3155722.250000 Penalty: 11688.441406
	Iteration 50Q: 3 clusters Score -3155722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3155726.000000 Penalty: 11688.441406
	Iteration 51Q: 3 clusters Score -3155726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3155734.500000 Penalty: 11688.441406
	Iteration 52Q: 3 clusters Score -3155734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3155733.250000 Penalty: 11688.441406
	Iteration 53Q: 3 clusters Score -3155733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3155738.750000 Penalty: 11688.441406
	Iteration 54Q: 3 clusters Score -3155739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3155742.000000 Penalty: 11688.441406
	Iteration 55Q: 3 clusters Score -3155742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3155748.500000 Penalty: 11688.441406
	Iteration 56Q: 3 clusters Score -3155748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3155744.500000 Penalty: 11688.441406
	Iteration 57Q: 3 clusters Score -3155744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3155744.500000 Penalty: 11688.441406
	Iteration 58F: 3 clusters Score -3155744 nChanged 0
--- Evaluating fit on full set of 1849261 points ---
Entering Unmasked Estep 
Score: -412888032.000000 Penalty: 229802.484375
23->27 Clusters: Score -412888032.000000, best is -413240672.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 616420 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 26719 members 
Mstep: Class 3 contains 27123 members 
Mstep: Class 4 contains 26825 members 
Mstep: Class 5 contains 26475 members 
Mstep: Class 6 contains 26842 members 
Mstep: Class 7 contains 26713 members 
Mstep: Class 8 contains 26663 members 
Mstep: Class 9 contains 26835 members 
Mstep: Class 10 contains 26651 members 
Mstep: Class 11 contains 26703 members 
Mstep: Class 12 contains 26742 members 
Mstep: Class 13 contains 26746 members 
Mstep: Class 14 contains 26931 members 
Mstep: Class 15 contains 26812 members 
Mstep: Class 16 contains 26960 members 
Mstep: Class 17 contains 26926 members 
Mstep: Class 18 contains 26854 members 
Mstep: Class 19 contains 26953 members 
Mstep: Class 20 contains 26822 members 
Mstep: Class 21 contains 26840 members 
Mstep: Class 22 contains 26945 members 
Mstep: Class 23 contains 26620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 451.376831 but Gain 8165.656250
Score: -130193056.000000 Penalty: 179644.437500
Iteration 0F: 23 clusters Score -1.301931e+08 nChanged 586851
Entering Unmasked Mstep 
Mstep: Class 0 contains 3456 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 15545 members 
Mstep: Class 4 contains 39142 members 
Mstep: Class 5 contains 30310 members 
Mstep: Class 6 contains 31217 members 
Mstep: Class 7 contains 84431 members 
Mstep: Class 8 contains 49250 members 
Mstep: Class 9 contains 9120 members 
Mstep: Class 10 contains 14054 members 
Mstep: Class 11 contains 9629 members 
Mstep: Class 12 contains 54558 members 
Mstep: Class 13 contains 38272 members 
Mstep: Class 14 contains 19311 members 
Mstep: Class 15 contains 13425 members 
Mstep: Class 16 contains 15474 members 
Mstep: Class 17 contains 3929 members 
Mstep: Class 18 contains 19520 members 
Mstep: Class 19 contains 34810 members 
Mstep: Class 20 contains 11753 members 
Mstep: Class 21 contains 71336 members 
Mstep: Class 22 contains 11368 members 
Mstep: Class 23 contains 24145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1339.245117 but Gain 8165.656250
Score: -135318160.000000 Penalty: 171478.781250
Iteration 1F: 22 clusters Score -1.353182e+08 nChanged 260248
Entering Unmasked Mstep 
Mstep: Class 0 contains 1660 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 13469 members 
Mstep: Class 4 contains 48063 members 
Mstep: Class 5 contains 22651 members 
Mstep: Class 6 contains 29811 members 
Mstep: Class 7 contains 75747 members 
Mstep: Class 8 contains 46433 members 
Mstep: Class 9 contains 7566 members 
Mstep: Class 10 contains 14308 members 
Mstep: Class 12 contains 65748 members 
Mstep: Class 13 contains 28575 members 
Mstep: Class 14 contains 29230 members 
Mstep: Class 15 contains 14226 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 3352 members 
Mstep: Class 18 contains 16051 members 
Mstep: Class 19 contains 34371 members 
Mstep: Class 20 contains 29543 members 
Mstep: Class 21 contains 93574 members 
Mstep: Class 22 contains 2078 members 
Mstep: Class 23 contains 26750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1593.717773 but Gain 8165.656250
Score: -136735328.000000 Penalty: 163313.125000
Iteration 2F: 21 clusters Score -1.367353e+08 nChanged 230471
Entering Unmasked Mstep 
Mstep: Class 0 contains 971 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 4 contains 55453 members 
Mstep: Class 5 contains 21095 members 
Mstep: Class 6 contains 16829 members 
Mstep: Class 7 contains 83787 members 
Mstep: Class 8 contains 47163 members 
Mstep: Class 9 contains 6629 members 
Mstep: Class 10 contains 15905 members 
Mstep: Class 12 contains 56432 members 
Mstep: Class 13 contains 12757 members 
Mstep: Class 14 contains 64543 members 
Mstep: Class 15 contains 13671 members 
Mstep: Class 16 contains 1537 members 
Mstep: Class 17 contains 3193 members 
Mstep: Class 18 contains 8555 members 
Mstep: Class 19 contains 19817 members 
Mstep: Class 20 contains 49144 members 
Mstep: Class 21 contains 95560 members 
Mstep: Class 23 contains 23307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137356416.000000 Penalty: 163313.125000
Iteration 3F: 21 clusters Score -1.373564e+08 nChanged 154094
Entering Unmasked Mstep 
Mstep: Class 0 contains 901 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 19036 members 
Mstep: Class 4 contains 65184 members 
Mstep: Class 5 contains 24427 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 78974 members 
Mstep: Class 8 contains 42091 members 
Mstep: Class 9 contains 6847 members 
Mstep: Class 10 contains 18269 members 
Mstep: Class 12 contains 50828 members 
Mstep: Class 13 contains 8579 members 
Mstep: Class 14 contains 78998 members 
Mstep: Class 15 contains 12105 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 3202 members 
Mstep: Class 18 contains 5804 members 
Mstep: Class 19 contains 8485 members 
Mstep: Class 20 contains 47099 members 
Mstep: Class 21 contains 109599 members 
Mstep: Class 23 contains 20708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 4891.000000 but Gain 8165.656250
Score: -137643968.000000 Penalty: 155147.468750
Iteration 4F: 20 clusters Score -1.37644e+08 nChanged 108948
Entering Unmasked Mstep 
Mstep: Class 0 contains 805 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 25482 members 
Mstep: Class 4 contains 69646 members 
Mstep: Class 5 contains 28969 members 
Mstep: Class 6 contains 6155 members 
Mstep: Class 7 contains 90551 members 
Mstep: Class 8 contains 33437 members 
Mstep: Class 9 contains 7453 members 
Mstep: Class 10 contains 17090 members 
Mstep: Class 12 contains 43523 members 
Mstep: Class 13 contains 7349 members 
Mstep: Class 14 contains 79125 members 
Mstep: Class 15 contains 11408 members 
Mstep: Class 16 contains 1715 members 
Mstep: Class 17 contains 3222 members 
Mstep: Class 18 contains 4591 members 
Mstep: Class 20 contains 38082 members 
Mstep: Class 21 contains 122858 members 
Mstep: Class 23 contains 21084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 7545.278809 but Gain 8165.656250
Score: -137810688.000000 Penalty: 146981.812500
Iteration 5F: 19 clusters Score -1.378107e+08 nChanged 81172
Entering Unmasked Mstep 
Mstep: Class 0 contains 731 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 30535 members 
Mstep: Class 4 contains 70418 members 
Mstep: Class 5 contains 32504 members 
Mstep: Class 7 contains 100016 members 
Mstep: Class 8 contains 25375 members 
Mstep: Class 9 contains 7638 members 
Mstep: Class 10 contains 16982 members 
Mstep: Class 12 contains 36103 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 72251 members 
Mstep: Class 15 contains 11310 members 
Mstep: Class 16 contains 1806 members 
Mstep: Class 17 contains 3184 members 
Mstep: Class 18 contains 4053 members 
Mstep: Class 20 contains 29205 members 
Mstep: Class 21 contains 138154 members 
Mstep: Class 23 contains 25432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137920560.000000 Penalty: 146981.812500
Iteration 6F: 19 clusters Score -1.379206e+08 nChanged 53651
Entering Unmasked Mstep 
Mstep: Class 0 contains 696 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 33913 members 
Mstep: Class 4 contains 69704 members 
Mstep: Class 5 contains 35865 members 
Mstep: Class 7 contains 105504 members 
Mstep: Class 8 contains 20165 members 
Mstep: Class 9 contains 7516 members 
Mstep: Class 10 contains 15234 members 
Mstep: Class 12 contains 29839 members 
Mstep: Class 13 contains 6436 members 
Mstep: Class 14 contains 64613 members 
Mstep: Class 15 contains 10526 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 3187 members 
Mstep: Class 18 contains 3852 members 
Mstep: Class 20 contains 21561 members 
Mstep: Class 21 contains 152455 members 
Mstep: Class 23 contains 29572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137966784.000000 Penalty: 146981.812500
Iteration 7F: 19 clusters Score -1.379668e+08 nChanged 35967
Entering Unmasked Mstep 
Mstep: Class 0 contains 663 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 36622 members 
Mstep: Class 4 contains 68575 members 
Mstep: Class 5 contains 39180 members 
Mstep: Class 7 contains 109309 members 
Mstep: Class 8 contains 17247 members 
Mstep: Class 9 contains 7532 members 
Mstep: Class 10 contains 12913 members 
Mstep: Class 12 contains 24860 members 
Mstep: Class 13 contains 6262 members 
Mstep: Class 14 contains 59167 members 
Mstep: Class 15 contains 9741 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 17 contains 3203 members 
Mstep: Class 18 contains 3790 members 
Mstep: Class 20 contains 17175 members 
Mstep: Class 21 contains 162165 members 
Mstep: Class 23 contains 32309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137993632.000000 Penalty: 146981.812500
Iteration 8F: 19 clusters Score -1.379936e+08 nChanged 25478
Entering Unmasked Mstep 
Mstep: Class 0 contains 624 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 39074 members 
Mstep: Class 4 contains 67310 members 
Mstep: Class 5 contains 42219 members 
Mstep: Class 7 contains 112302 members 
Mstep: Class 8 contains 15793 members 
Mstep: Class 9 contains 7628 members 
Mstep: Class 10 contains 10519 members 
Mstep: Class 12 contains 20777 members 
Mstep: Class 13 contains 6238 members 
Mstep: Class 14 contains 55391 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 3233 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 20 contains 15007 members 
Mstep: Class 21 contains 168004 members 
Mstep: Class 23 contains 33771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138011184.000000 Penalty: 146981.812500
Iteration 9Q: 19 clusters Score -1.380112e+08 nChanged 20282
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 41537 members 
Mstep: Class 4 contains 66046 members 
Mstep: Class 5 contains 44851 members 
Mstep: Class 7 contains 114759 members 
Mstep: Class 8 contains 15355 members 
Mstep: Class 9 contains 7768 members 
Mstep: Class 10 contains 8368 members 
Mstep: Class 12 contains 17202 members 
Mstep: Class 13 contains 6307 members 
Mstep: Class 14 contains 52525 members 
Mstep: Class 15 contains 8374 members 
Mstep: Class 16 contains 1814 members 
Mstep: Class 17 contains 3230 members 
Mstep: Class 18 contains 3957 members 
Mstep: Class 20 contains 13975 members 
Mstep: Class 21 contains 171667 members 
Mstep: Class 23 contains 34343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 7803.104492 but Gain 8165.656250
Score: -138025344.000000 Penalty: 138816.156250
Iteration 10Q: 18 clusters Score -1.380253e+08 nChanged 23733
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 43657 members 
Mstep: Class 4 contains 64767 members 
Mstep: Class 5 contains 53561 members 
Mstep: Class 7 contains 116945 members 
Mstep: Class 8 contains 15629 members 
Mstep: Class 9 contains 8061 members 
Mstep: Class 12 contains 14006 members 
Mstep: Class 13 contains 6436 members 
Mstep: Class 14 contains 50273 members 
Mstep: Class 15 contains 7831 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 3225 members 
Mstep: Class 18 contains 4070 members 
Mstep: Class 20 contains 13561 members 
Mstep: Class 21 contains 173981 members 
Mstep: Class 23 contains 34391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138049728.000000 Penalty: 138816.156250
Iteration 11Q: 18 clusters Score -1.380497e+08 nChanged 13868
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 45238 members 
Mstep: Class 4 contains 63434 members 
Mstep: Class 5 contains 53522 members 
Mstep: Class 7 contains 118980 members 
Mstep: Class 8 contains 16200 members 
Mstep: Class 9 contains 8524 members 
Mstep: Class 12 contains 11468 members 
Mstep: Class 13 contains 6653 members 
Mstep: Class 14 contains 48446 members 
Mstep: Class 15 contains 7495 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 4231 members 
Mstep: Class 20 contains 13479 members 
Mstep: Class 21 contains 175458 members 
Mstep: Class 23 contains 34179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138058912.000000 Penalty: 138816.156250
Iteration 12Q: 18 clusters Score -1.380589e+08 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 46294 members 
Mstep: Class 4 contains 61938 members 
Mstep: Class 5 contains 53418 members 
Mstep: Class 7 contains 120628 members 
Mstep: Class 8 contains 16886 members 
Mstep: Class 9 contains 8930 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 6896 members 
Mstep: Class 14 contains 46904 members 
Mstep: Class 15 contains 7455 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 3222 members 
Mstep: Class 18 contains 4405 members 
Mstep: Class 20 contains 13524 members 
Mstep: Class 21 contains 176350 members 
Mstep: Class 23 contains 33879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138067344.000000 Penalty: 138816.156250
Iteration 13Q: 18 clusters Score -1.380673e+08 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 46814 members 
Mstep: Class 4 contains 60209 members 
Mstep: Class 5 contains 53296 members 
Mstep: Class 7 contains 121957 members 
Mstep: Class 8 contains 17570 members 
Mstep: Class 9 contains 9262 members 
Mstep: Class 12 contains 9298 members 
Mstep: Class 13 contains 7218 members 
Mstep: Class 14 contains 45593 members 
Mstep: Class 15 contains 7981 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 3218 members 
Mstep: Class 18 contains 4522 members 
Mstep: Class 20 contains 13577 members 
Mstep: Class 21 contains 176659 members 
Mstep: Class 23 contains 33491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138074256.000000 Penalty: 138816.156250
Iteration 14Q: 18 clusters Score -1.380743e+08 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 47048 members 
Mstep: Class 4 contains 58204 members 
Mstep: Class 5 contains 53211 members 
Mstep: Class 7 contains 122887 members 
Mstep: Class 8 contains 18172 members 
Mstep: Class 9 contains 9529 members 
Mstep: Class 12 contains 9251 members 
Mstep: Class 13 contains 7686 members 
Mstep: Class 14 contains 44442 members 
Mstep: Class 15 contains 8859 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 3217 members 
Mstep: Class 18 contains 4579 members 
Mstep: Class 20 contains 13611 members 
Mstep: Class 21 contains 176820 members 
Mstep: Class 23 contains 33170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138077696.000000 Penalty: 138816.156250
Iteration 15Q: 18 clusters Score -1.380777e+08 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 47144 members 
Mstep: Class 4 contains 56192 members 
Mstep: Class 5 contains 53175 members 
Mstep: Class 7 contains 123565 members 
Mstep: Class 8 contains 18675 members 
Mstep: Class 9 contains 9730 members 
Mstep: Class 12 contains 9401 members 
Mstep: Class 13 contains 8360 members 
Mstep: Class 14 contains 43412 members 
Mstep: Class 15 contains 9658 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 3217 members 
Mstep: Class 18 contains 4626 members 
Mstep: Class 20 contains 13608 members 
Mstep: Class 21 contains 177072 members 
Mstep: Class 23 contains 32863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138080784.000000 Penalty: 138816.156250
Iteration 16Q: 18 clusters Score -1.380808e+08 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 47205 members 
Mstep: Class 4 contains 54045 members 
Mstep: Class 5 contains 53155 members 
Mstep: Class 7 contains 124097 members 
Mstep: Class 8 contains 19070 members 
Mstep: Class 9 contains 9905 members 
Mstep: Class 12 contains 9606 members 
Mstep: Class 13 contains 9401 members 
Mstep: Class 14 contains 42556 members 
Mstep: Class 15 contains 10338 members 
Mstep: Class 16 contains 1597 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 20 contains 13623 members 
Mstep: Class 21 contains 177271 members 
Mstep: Class 23 contains 32577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138083904.000000 Penalty: 138816.156250
Iteration 17Q: 18 clusters Score -1.380839e+08 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 47234 members 
Mstep: Class 4 contains 51805 members 
Mstep: Class 5 contains 53149 members 
Mstep: Class 7 contains 124546 members 
Mstep: Class 8 contains 19417 members 
Mstep: Class 9 contains 10051 members 
Mstep: Class 12 contains 9788 members 
Mstep: Class 13 contains 10804 members 
Mstep: Class 14 contains 41859 members 
Mstep: Class 15 contains 10845 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 4685 members 
Mstep: Class 20 contains 13580 members 
Mstep: Class 21 contains 177432 members 
Mstep: Class 23 contains 32282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138087648.000000 Penalty: 138816.156250
Iteration 18Q: 18 clusters Score -1.380876e+08 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 47264 members 
Mstep: Class 4 contains 49641 members 
Mstep: Class 5 contains 53143 members 
Mstep: Class 7 contains 124976 members 
Mstep: Class 8 contains 19776 members 
Mstep: Class 9 contains 10186 members 
Mstep: Class 12 contains 9916 members 
Mstep: Class 13 contains 12321 members 
Mstep: Class 14 contains 41202 members 
Mstep: Class 15 contains 11254 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 4733 members 
Mstep: Class 20 contains 13492 members 
Mstep: Class 21 contains 177569 members 
Mstep: Class 23 contains 31976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138092848.000000 Penalty: 138816.156250
Iteration 19Q: 18 clusters Score -1.380928e+08 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 619 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 47290 members 
Mstep: Class 4 contains 48294 members 
Mstep: Class 5 contains 53138 members 
Mstep: Class 7 contains 125339 members 
Mstep: Class 8 contains 20074 members 
Mstep: Class 9 contains 10294 members 
Mstep: Class 12 contains 10001 members 
Mstep: Class 13 contains 13359 members 
Mstep: Class 14 contains 40553 members 
Mstep: Class 15 contains 11554 members 
Mstep: Class 16 contains 1591 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 20 contains 13425 members 
Mstep: Class 21 contains 177733 members 
Mstep: Class 23 contains 31592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138099200.000000 Penalty: 138816.156250
Iteration 20F: 18 clusters Score -1.380992e+08 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 47327 members 
Mstep: Class 4 contains 47902 members 
Mstep: Class 5 contains 53112 members 
Mstep: Class 7 contains 125659 members 
Mstep: Class 8 contains 20333 members 
Mstep: Class 9 contains 10441 members 
Mstep: Class 12 contains 10055 members 
Mstep: Class 13 contains 13616 members 
Mstep: Class 14 contains 39974 members 
Mstep: Class 15 contains 11826 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 3236 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 20 contains 13378 members 
Mstep: Class 21 contains 177867 members 
Mstep: Class 23 contains 31072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138104208.000000 Penalty: 138816.156250
Iteration 21Q: 18 clusters Score -1.381042e+08 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 47368 members 
Mstep: Class 4 contains 47944 members 
Mstep: Class 5 contains 53099 members 
Mstep: Class 7 contains 125924 members 
Mstep: Class 8 contains 20572 members 
Mstep: Class 9 contains 10522 members 
Mstep: Class 12 contains 10140 members 
Mstep: Class 13 contains 13532 members 
Mstep: Class 14 contains 39470 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 1583 members 
Mstep: Class 17 contains 3209 members 
Mstep: Class 18 contains 4804 members 
Mstep: Class 20 contains 13399 members 
Mstep: Class 21 contains 177976 members 
Mstep: Class 23 contains 30550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138106176.000000 Penalty: 138816.156250
Iteration 22Q: 18 clusters Score -1.381062e+08 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 47406 members 
Mstep: Class 4 contains 48070 members 
Mstep: Class 5 contains 53092 members 
Mstep: Class 7 contains 126181 members 
Mstep: Class 8 contains 20785 members 
Mstep: Class 9 contains 10573 members 
Mstep: Class 12 contains 10215 members 
Mstep: Class 13 contains 13446 members 
Mstep: Class 14 contains 39005 members 
Mstep: Class 15 contains 12219 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 3198 members 
Mstep: Class 18 contains 4816 members 
Mstep: Class 20 contains 13414 members 
Mstep: Class 21 contains 178102 members 
Mstep: Class 23 contains 30018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138106704.000000 Penalty: 138816.156250
Iteration 23Q: 18 clusters Score -1.381067e+08 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 47439 members 
Mstep: Class 4 contains 48214 members 
Mstep: Class 5 contains 53091 members 
Mstep: Class 7 contains 126387 members 
Mstep: Class 8 contains 20981 members 
Mstep: Class 9 contains 10611 members 
Mstep: Class 12 contains 10289 members 
Mstep: Class 13 contains 13407 members 
Mstep: Class 14 contains 38545 members 
Mstep: Class 15 contains 12360 members 
Mstep: Class 16 contains 1599 members 
Mstep: Class 17 contains 3192 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 20 contains 13409 members 
Mstep: Class 21 contains 178276 members 
Mstep: Class 23 contains 29526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138107024.000000 Penalty: 138816.156250
Iteration 24Q: 18 clusters Score -1.38107e+08 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 47476 members 
Mstep: Class 4 contains 48329 members 
Mstep: Class 5 contains 53089 members 
Mstep: Class 7 contains 126534 members 
Mstep: Class 8 contains 21129 members 
Mstep: Class 9 contains 10643 members 
Mstep: Class 12 contains 10390 members 
Mstep: Class 13 contains 13398 members 
Mstep: Class 14 contains 38163 members 
Mstep: Class 15 contains 12481 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4822 members 
Mstep: Class 20 contains 13423 members 
Mstep: Class 21 contains 178431 members 
Mstep: Class 23 contains 29072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138106896.000000 Penalty: 138816.156250
Iteration 25Q: 18 clusters Score -1.381069e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 47500 members 
Mstep: Class 4 contains 48392 members 
Mstep: Class 5 contains 53084 members 
Mstep: Class 7 contains 126672 members 
Mstep: Class 8 contains 21251 members 
Mstep: Class 9 contains 10677 members 
Mstep: Class 12 contains 10472 members 
Mstep: Class 13 contains 13403 members 
Mstep: Class 14 contains 37840 members 
Mstep: Class 15 contains 12616 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4834 members 
Mstep: Class 20 contains 13421 members 
Mstep: Class 21 contains 178542 members 
Mstep: Class 23 contains 28702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138107168.000000 Penalty: 138816.156250
Iteration 26Q: 18 clusters Score -1.381072e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 47519 members 
Mstep: Class 4 contains 48460 members 
Mstep: Class 5 contains 53084 members 
Mstep: Class 7 contains 126787 members 
Mstep: Class 8 contains 21346 members 
Mstep: Class 9 contains 10703 members 
Mstep: Class 12 contains 10528 members 
Mstep: Class 13 contains 13408 members 
Mstep: Class 14 contains 37577 members 
Mstep: Class 15 contains 12714 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 20 contains 13432 members 
Mstep: Class 21 contains 178661 members 
Mstep: Class 23 contains 28384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138107120.000000 Penalty: 138816.156250
Iteration 27Q: 18 clusters Score -1.381071e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 47546 members 
Mstep: Class 4 contains 48526 members 
Mstep: Class 5 contains 53083 members 
Mstep: Class 7 contains 126888 members 
Mstep: Class 8 contains 21417 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 12 contains 10595 members 
Mstep: Class 13 contains 13410 members 
Mstep: Class 14 contains 37344 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4838 members 
Mstep: Class 20 contains 13434 members 
Mstep: Class 21 contains 178757 members 
Mstep: Class 23 contains 28103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138107472.000000 Penalty: 138816.156250
Iteration 28Q: 18 clusters Score -1.381075e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 47574 members 
Mstep: Class 4 contains 48589 members 
Mstep: Class 5 contains 53083 members 
Mstep: Class 7 contains 126991 members 
Mstep: Class 8 contains 21513 members 
Mstep: Class 9 contains 10730 members 
Mstep: Class 12 contains 10647 members 
Mstep: Class 13 contains 13412 members 
Mstep: Class 14 contains 37121 members 
Mstep: Class 15 contains 12901 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4835 members 
Mstep: Class 20 contains 13438 members 
Mstep: Class 21 contains 178855 members 
Mstep: Class 23 contains 27809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138107632.000000 Penalty: 138816.156250
Iteration 29Q: 18 clusters Score -1.381076e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 47595 members 
Mstep: Class 4 contains 48651 members 
Mstep: Class 5 contains 53084 members 
Mstep: Class 7 contains 127070 members 
Mstep: Class 8 contains 21603 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 12 contains 10712 members 
Mstep: Class 13 contains 13411 members 
Mstep: Class 14 contains 36909 members 
Mstep: Class 15 contains 12971 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4835 members 
Mstep: Class 20 contains 13442 members 
Mstep: Class 21 contains 178962 members 
Mstep: Class 23 contains 27537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138107520.000000 Penalty: 138816.156250
Iteration 30Q: 18 clusters Score -1.381075e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 47621 members 
Mstep: Class 4 contains 48706 members 
Mstep: Class 5 contains 53085 members 
Mstep: Class 7 contains 127104 members 
Mstep: Class 8 contains 21688 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 12 contains 10778 members 
Mstep: Class 13 contains 13409 members 
Mstep: Class 14 contains 36742 members 
Mstep: Class 15 contains 13020 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4832 members 
Mstep: Class 20 contains 13440 members 
Mstep: Class 21 contains 179065 members 
Mstep: Class 23 contains 27322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138107488.000000 Penalty: 138816.156250
Iteration 31Q: 18 clusters Score -1.381075e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 47636 members 
Mstep: Class 4 contains 48743 members 
Mstep: Class 5 contains 53085 members 
Mstep: Class 7 contains 127131 members 
Mstep: Class 8 contains 21747 members 
Mstep: Class 9 contains 10748 members 
Mstep: Class 12 contains 10851 members 
Mstep: Class 13 contains 13408 members 
Mstep: Class 14 contains 36596 members 
Mstep: Class 15 contains 13066 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4838 members 
Mstep: Class 20 contains 13436 members 
Mstep: Class 21 contains 179155 members 
Mstep: Class 23 contains 27132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138107760.000000 Penalty: 138816.156250
Iteration 32Q: 18 clusters Score -1.381078e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 47653 members 
Mstep: Class 4 contains 48791 members 
Mstep: Class 5 contains 53082 members 
Mstep: Class 7 contains 127147 members 
Mstep: Class 8 contains 21800 members 
Mstep: Class 9 contains 10754 members 
Mstep: Class 12 contains 10921 members 
Mstep: Class 13 contains 13408 members 
Mstep: Class 14 contains 36473 members 
Mstep: Class 15 contains 13107 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4836 members 
Mstep: Class 20 contains 13436 members 
Mstep: Class 21 contains 179223 members 
Mstep: Class 23 contains 26964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138107936.000000 Penalty: 138816.156250
Iteration 33Q: 18 clusters Score -1.381079e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 47673 members 
Mstep: Class 4 contains 48832 members 
Mstep: Class 5 contains 53080 members 
Mstep: Class 7 contains 127166 members 
Mstep: Class 8 contains 21839 members 
Mstep: Class 9 contains 10760 members 
Mstep: Class 12 contains 10970 members 
Mstep: Class 13 contains 13404 members 
Mstep: Class 14 contains 36341 members 
Mstep: Class 15 contains 13143 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4835 members 
Mstep: Class 20 contains 13434 members 
Mstep: Class 21 contains 179310 members 
Mstep: Class 23 contains 26825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138108032.000000 Penalty: 138816.156250
Iteration 34Q: 18 clusters Score -1.38108e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 47681 members 
Mstep: Class 4 contains 48861 members 
Mstep: Class 5 contains 53081 members 
Mstep: Class 7 contains 127189 members 
Mstep: Class 8 contains 21870 members 
Mstep: Class 9 contains 10761 members 
Mstep: Class 12 contains 11030 members 
Mstep: Class 13 contains 13402 members 
Mstep: Class 14 contains 36237 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4835 members 
Mstep: Class 20 contains 13430 members 
Mstep: Class 21 contains 179364 members 
Mstep: Class 23 contains 26703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138107888.000000 Penalty: 138816.156250
Iteration 35Q: 18 clusters Score -1.381079e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 47691 members 
Mstep: Class 4 contains 48867 members 
Mstep: Class 5 contains 53081 members 
Mstep: Class 7 contains 127204 members 
Mstep: Class 8 contains 21907 members 
Mstep: Class 9 contains 10763 members 
Mstep: Class 12 contains 11095 members 
Mstep: Class 13 contains 13402 members 
Mstep: Class 14 contains 36136 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4835 members 
Mstep: Class 20 contains 13430 members 
Mstep: Class 21 contains 179397 members 
Mstep: Class 23 contains 26605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138107952.000000 Penalty: 138816.156250
Iteration 36Q: 18 clusters Score -1.38108e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 47703 members 
Mstep: Class 4 contains 48884 members 
Mstep: Class 5 contains 53079 members 
Mstep: Class 7 contains 127228 members 
Mstep: Class 8 contains 21942 members 
Mstep: Class 9 contains 10765 members 
Mstep: Class 12 contains 11162 members 
Mstep: Class 13 contains 13401 members 
Mstep: Class 14 contains 36042 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4836 members 
Mstep: Class 20 contains 13426 members 
Mstep: Class 21 contains 179426 members 
Mstep: Class 23 contains 26512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138108080.000000 Penalty: 138816.156250
Iteration 37Q: 18 clusters Score -1.381081e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 47708 members 
Mstep: Class 4 contains 48888 members 
Mstep: Class 5 contains 53081 members 
Mstep: Class 7 contains 127257 members 
Mstep: Class 8 contains 21967 members 
Mstep: Class 9 contains 10772 members 
Mstep: Class 12 contains 11217 members 
Mstep: Class 13 contains 13401 members 
Mstep: Class 14 contains 35965 members 
Mstep: Class 15 contains 13258 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4842 members 
Mstep: Class 20 contains 13424 members 
Mstep: Class 21 contains 179445 members 
Mstep: Class 23 contains 26428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138108192.000000 Penalty: 138816.156250
Iteration 38Q: 18 clusters Score -1.381082e+08 nChanged 349
Entering ConstructFrom: 
Score: -138108192.000000 Penalty: 138816.156250
Entering ConstructFrom: 
Trying to split cluster 1 (3388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Entering Unmasked Estep 
Score: -724892.375000 Penalty: 4978.397461
	Iteration 0F: 2 clusters Score -724892.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -718920.875000 Penalty: 9956.794922
	Iteration 0F: 3 clusters Score -718920.9 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -719984.000000 Penalty: 9956.794922
	Iteration 1F: 3 clusters Score -719984 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -720633.375000 Penalty: 9956.794922
	Iteration 2F: 3 clusters Score -720633.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -721107.187500 Penalty: 9956.794922
	Iteration 3F: 3 clusters Score -721107.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -721484.062500 Penalty: 9956.794922
	Iteration 4F: 3 clusters Score -721484.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -721905.937500 Penalty: 9956.794922
	Iteration 5F: 3 clusters Score -721905.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -722220.000000 Penalty: 9956.794922
	Iteration 6Q: 3 clusters Score -722220 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -722573.937500 Penalty: 9956.794922
	Iteration 7Q: 3 clusters Score -722573.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -722933.187500 Penalty: 9956.794922
	Iteration 8Q: 3 clusters Score -722933.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -723320.687500 Penalty: 9956.794922
	Iteration 9Q: 3 clusters Score -723320.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -723582.625000 Penalty: 9956.794922
	Iteration 10Q: 3 clusters Score -723582.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -723696.875000 Penalty: 9956.794922
	Iteration 11Q: 3 clusters Score -723696.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -723761.687500 Penalty: 9956.794922
	Iteration 12Q: 3 clusters Score -723761.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -723795.875000 Penalty: 9956.794922
	Iteration 13Q: 3 clusters Score -723795.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -723824.875000 Penalty: 9956.794922
	Iteration 14Q: 3 clusters Score -723824.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -723843.062500 Penalty: 9956.794922
	Iteration 15Q: 3 clusters Score -723843.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -723846.687500 Penalty: 9956.794922
	Iteration 16Q: 3 clusters Score -723846.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -723853.812500 Penalty: 9956.794922
	Iteration 17Q: 3 clusters Score -723853.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -723856.062500 Penalty: 9956.794922
	Iteration 18Q: 3 clusters Score -723856.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -723856.062500 Penalty: 9956.794922
	Iteration 19F: 3 clusters Score -723856.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Entering Unmasked Estep 
Score: -10834310.000000 Penalty: 6598.501465
	Iteration 0F: 2 clusters Score -1.083431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -10800047.000000 Penalty: 13197.002930
	Iteration 0F: 3 clusters Score -1.080005e+07 nChanged 21003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -10811853.000000 Penalty: 13197.002930
	Iteration 1F: 3 clusters Score -1.081185e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -10814194.000000 Penalty: 13197.002930
	Iteration 2F: 3 clusters Score -1.081419e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -10819007.000000 Penalty: 13197.002930
	Iteration 3F: 3 clusters Score -1.081901e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -10826934.000000 Penalty: 13197.002930
	Iteration 4F: 3 clusters Score -1.082693e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -10834577.000000 Penalty: 13197.002930
	Iteration 5F: 3 clusters Score -1.083458e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -10840852.000000 Penalty: 13197.002930
	Iteration 6F: 3 clusters Score -1.084085e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -10844887.000000 Penalty: 13197.002930
	Iteration 7F: 3 clusters Score -1.084489e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -10846311.000000 Penalty: 13197.002930
	Iteration 8Q: 3 clusters Score -1.084631e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -10846533.000000 Penalty: 13197.002930
	Iteration 9Q: 3 clusters Score -1.084653e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -10846635.000000 Penalty: 13197.002930
	Iteration 10Q: 3 clusters Score -1.084664e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -10846687.000000 Penalty: 13197.002930
	Iteration 11Q: 3 clusters Score -1.084669e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -10846698.000000 Penalty: 13197.002930
	Iteration 12Q: 3 clusters Score -1.08467e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -10846695.000000 Penalty: 13197.002930
	Iteration 13Q: 3 clusters Score -1.08467e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -10846710.000000 Penalty: 13197.002930
	Iteration 14Q: 3 clusters Score -1.084671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -10846703.000000 Penalty: 13197.002930
	Iteration 15Q: 3 clusters Score -1.08467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -10846707.000000 Penalty: 13197.002930
	Iteration 16Q: 3 clusters Score -1.084671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -10846706.000000 Penalty: 13197.002930
	Iteration 17Q: 3 clusters Score -1.084671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -10846703.000000 Penalty: 13197.002930
	Iteration 18Q: 3 clusters Score -1.08467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -10846707.000000 Penalty: 13197.002930
	Iteration 19Q: 3 clusters Score -1.084671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -10846705.000000 Penalty: 13197.002930
	Iteration 20F: 3 clusters Score -1.08467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10159 members 
Mstep: Class 3 contains 37559 members 
Mstep: Class 4 contains 48896 members 
Mstep: Class 5 contains 53080 members 
Mstep: Class 7 contains 127273 members 
Mstep: Class 8 contains 21997 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 13400 members 
Mstep: Class 14 contains 35904 members 
Mstep: Class 15 contains 13272 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4841 members 
Mstep: Class 20 contains 13420 members 
Mstep: Class 21 contains 179450 members 
Mstep: Class 23 contains 26361 members 
Entering Unmasked Estep 
Score: -138119152.000000 Penalty: 146981.812500
Splitting cluster 2 changes total score from -138108192.000000 to -138119152.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (48896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Entering Unmasked Estep 
Score: -11055255.000000 Penalty: 6613.438965
	Iteration 0F: 2 clusters Score -1.105526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -11020525.000000 Penalty: 13226.877930
	Iteration 0F: 3 clusters Score -1.102052e+07 nChanged 21455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -11032019.000000 Penalty: 13226.877930
	Iteration 1F: 3 clusters Score -1.103202e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -11033135.000000 Penalty: 13226.877930
	Iteration 2F: 3 clusters Score -1.103314e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -11034217.000000 Penalty: 13226.877930
	Iteration 3F: 3 clusters Score -1.103422e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -11035454.000000 Penalty: 13226.877930
	Iteration 4Q: 3 clusters Score -1.103545e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -11036701.000000 Penalty: 13226.877930
	Iteration 5Q: 3 clusters Score -1.10367e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -11038153.000000 Penalty: 13226.877930
	Iteration 6Q: 3 clusters Score -1.103815e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -11039751.000000 Penalty: 13226.877930
	Iteration 7F: 3 clusters Score -1.103975e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -11041424.000000 Penalty: 13226.877930
	Iteration 8F: 3 clusters Score -1.104142e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -11042962.000000 Penalty: 13226.877930
	Iteration 9F: 3 clusters Score -1.104296e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -11044422.000000 Penalty: 13226.877930
	Iteration 10Q: 3 clusters Score -1.104442e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -11045932.000000 Penalty: 13226.877930
	Iteration 11Q: 3 clusters Score -1.104593e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -11047465.000000 Penalty: 13226.877930
	Iteration 12Q: 3 clusters Score -1.104746e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -11048635.000000 Penalty: 13226.877930
	Iteration 13Q: 3 clusters Score -1.104864e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -11049333.000000 Penalty: 13226.877930
	Iteration 14Q: 3 clusters Score -1.104933e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -11049812.000000 Penalty: 13226.877930
	Iteration 15Q: 3 clusters Score -1.104981e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -11050130.000000 Penalty: 13226.877930
	Iteration 16Q: 3 clusters Score -1.105013e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -11050402.000000 Penalty: 13226.877930
	Iteration 17Q: 3 clusters Score -1.10504e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -11050591.000000 Penalty: 13226.877930
	Iteration 18Q: 3 clusters Score -1.105059e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -11050714.000000 Penalty: 13226.877930
	Iteration 19Q: 3 clusters Score -1.105071e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -11050873.000000 Penalty: 13226.877930
	Iteration 20F: 3 clusters Score -1.105087e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -11051058.000000 Penalty: 13226.877930
	Iteration 21Q: 3 clusters Score -1.105106e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -11051223.000000 Penalty: 13226.877930
	Iteration 22Q: 3 clusters Score -1.105122e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -11051414.000000 Penalty: 13226.877930
	Iteration 23Q: 3 clusters Score -1.105141e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -11051603.000000 Penalty: 13226.877930
	Iteration 24Q: 3 clusters Score -1.10516e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -11051759.000000 Penalty: 13226.877930
	Iteration 25Q: 3 clusters Score -1.105176e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -11051931.000000 Penalty: 13226.877930
	Iteration 26Q: 3 clusters Score -1.105193e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -11052082.000000 Penalty: 13226.877930
	Iteration 27Q: 3 clusters Score -1.105208e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -11052260.000000 Penalty: 13226.877930
	Iteration 28Q: 3 clusters Score -1.105226e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -11052438.000000 Penalty: 13226.877930
	Iteration 29Q: 3 clusters Score -1.105244e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -11052554.000000 Penalty: 13226.877930
	Iteration 30Q: 3 clusters Score -1.105255e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -11052680.000000 Penalty: 13226.877930
	Iteration 31Q: 3 clusters Score -1.105268e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -11052814.000000 Penalty: 13226.877930
	Iteration 32Q: 3 clusters Score -1.105281e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -11052901.000000 Penalty: 13226.877930
	Iteration 33Q: 3 clusters Score -1.10529e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -11053007.000000 Penalty: 13226.877930
	Iteration 34Q: 3 clusters Score -1.105301e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -11053114.000000 Penalty: 13226.877930
	Iteration 35Q: 3 clusters Score -1.105311e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -11053163.000000 Penalty: 13226.877930
	Iteration 36Q: 3 clusters Score -1.105316e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -11053232.000000 Penalty: 13226.877930
	Iteration 37Q: 3 clusters Score -1.105323e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -11053287.000000 Penalty: 13226.877930
	Iteration 38Q: 3 clusters Score -1.105329e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -11053329.000000 Penalty: 13226.877930
	Iteration 39Q: 3 clusters Score -1.105333e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -11053362.000000 Penalty: 13226.877930
	Iteration 40F: 3 clusters Score -1.105336e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -11053415.000000 Penalty: 13226.877930
	Iteration 41Q: 3 clusters Score -1.105342e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -11053484.000000 Penalty: 13226.877930
	Iteration 42Q: 3 clusters Score -1.105348e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -11053492.000000 Penalty: 13226.877930
	Iteration 43Q: 3 clusters Score -1.105349e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -11053545.000000 Penalty: 13226.877930
	Iteration 44Q: 3 clusters Score -1.105354e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -11053603.000000 Penalty: 13226.877930
	Iteration 45Q: 3 clusters Score -1.10536e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -11053661.000000 Penalty: 13226.877930
	Iteration 46Q: 3 clusters Score -1.105366e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -11053630.000000 Penalty: 13226.877930
	Iteration 47Q: 3 clusters Score -1.105363e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -11053669.000000 Penalty: 13226.877930
	Iteration 48Q: 3 clusters Score -1.105367e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -11053667.000000 Penalty: 13226.877930
	Iteration 49Q: 3 clusters Score -1.105367e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -11053651.000000 Penalty: 13226.877930
	Iteration 50Q: 3 clusters Score -1.105365e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -11053635.000000 Penalty: 13226.877930
	Iteration 51Q: 3 clusters Score -1.105364e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -11053674.000000 Penalty: 13226.877930
	Iteration 52Q: 3 clusters Score -1.105367e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -11053670.000000 Penalty: 13226.877930
	Iteration 53Q: 3 clusters Score -1.105367e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -11053668.000000 Penalty: 13226.877930
	Iteration 54Q: 3 clusters Score -1.105367e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -11053671.000000 Penalty: 13226.877930
	Iteration 55Q: 3 clusters Score -1.105367e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -11053714.000000 Penalty: 13226.877930
	Iteration 56Q: 3 clusters Score -1.105371e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -11053707.000000 Penalty: 13226.877930
	Iteration 57Q: 3 clusters Score -1.105371e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -11053710.000000 Penalty: 13226.877930
	Iteration 58Q: 3 clusters Score -1.105371e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -11053709.000000 Penalty: 13226.877930
	Iteration 59Q: 3 clusters Score -1.105371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -11053725.000000 Penalty: 13226.877930
	Iteration 60F: 3 clusters Score -1.105372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -11053726.000000 Penalty: 13226.877930
	Iteration 61Q: 3 clusters Score -1.105373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -11053733.000000 Penalty: 13226.877930
	Iteration 62Q: 3 clusters Score -1.105373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -11053742.000000 Penalty: 13226.877930
	Iteration 63Q: 3 clusters Score -1.105374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -11053728.000000 Penalty: 13226.877930
	Iteration 64Q: 3 clusters Score -1.105373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -11053745.000000 Penalty: 13226.877930
	Iteration 65Q: 3 clusters Score -1.105374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -11053742.000000 Penalty: 13226.877930
	Iteration 66Q: 3 clusters Score -1.105374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -11053745.000000 Penalty: 13226.877930
	Iteration 67Q: 3 clusters Score -1.105374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -11053741.000000 Penalty: 13226.877930
	Iteration 68Q: 3 clusters Score -1.105374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -11053743.000000 Penalty: 13226.877930
	Iteration 69Q: 3 clusters Score -1.105374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -11053743.000000 Penalty: 13226.877930
	Iteration 70F: 3 clusters Score -1.105374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Entering Unmasked Estep 
Score: -12115612.000000 Penalty: 6663.728027
	Iteration 0F: 2 clusters Score -1.211561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -12078029.000000 Penalty: 13327.456055
	Iteration 0F: 3 clusters Score -1.207803e+07 nChanged 23421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -12090453.000000 Penalty: 13327.456055
	Iteration 1F: 3 clusters Score -1.209045e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -12091446.000000 Penalty: 13327.456055
	Iteration 2F: 3 clusters Score -1.209145e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -12092118.000000 Penalty: 13327.456055
	Iteration 3Q: 3 clusters Score -1.209212e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -12092673.000000 Penalty: 13327.456055
	Iteration 4Q: 3 clusters Score -1.209267e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -12093103.000000 Penalty: 13327.456055
	Iteration 5Q: 3 clusters Score -1.20931e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -12093633.000000 Penalty: 13327.456055
	Iteration 6Q: 3 clusters Score -1.209363e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -12094221.000000 Penalty: 13327.456055
	Iteration 7Q: 3 clusters Score -1.209422e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -12094780.000000 Penalty: 13327.456055
	Iteration 8Q: 3 clusters Score -1.209478e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -12095471.000000 Penalty: 13327.456055
	Iteration 9Q: 3 clusters Score -1.209547e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -12096337.000000 Penalty: 13327.456055
	Iteration 10Q: 3 clusters Score -1.209634e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -12097468.000000 Penalty: 13327.456055
	Iteration 11Q: 3 clusters Score -1.209747e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -12098697.000000 Penalty: 13327.456055
	Iteration 12Q: 3 clusters Score -1.20987e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -12100003.000000 Penalty: 13327.456055
	Iteration 13Q: 3 clusters Score -1.21e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -12101096.000000 Penalty: 13327.456055
	Iteration 14Q: 3 clusters Score -1.21011e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -12102032.000000 Penalty: 13327.456055
	Iteration 15Q: 3 clusters Score -1.210203e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -12102682.000000 Penalty: 13327.456055
	Iteration 16Q: 3 clusters Score -1.210268e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -12103136.000000 Penalty: 13327.456055
	Iteration 17Q: 3 clusters Score -1.210314e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -12103465.000000 Penalty: 13327.456055
	Iteration 18Q: 3 clusters Score -1.210346e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -12103675.000000 Penalty: 13327.456055
	Iteration 19Q: 3 clusters Score -1.210368e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -12103817.000000 Penalty: 13327.456055
	Iteration 20F: 3 clusters Score -1.210382e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -12103944.000000 Penalty: 13327.456055
	Iteration 21Q: 3 clusters Score -1.210394e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -12104007.000000 Penalty: 13327.456055
	Iteration 22Q: 3 clusters Score -1.210401e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -12104114.000000 Penalty: 13327.456055
	Iteration 23Q: 3 clusters Score -1.210411e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -12104176.000000 Penalty: 13327.456055
	Iteration 24Q: 3 clusters Score -1.210418e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -12104228.000000 Penalty: 13327.456055
	Iteration 25Q: 3 clusters Score -1.210423e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -12104228.000000 Penalty: 13327.456055
	Iteration 26Q: 3 clusters Score -1.210423e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -12104240.000000 Penalty: 13327.456055
	Iteration 27Q: 3 clusters Score -1.210424e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -12104364.000000 Penalty: 13327.456055
	Iteration 28Q: 3 clusters Score -1.210436e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -12104416.000000 Penalty: 13327.456055
	Iteration 29Q: 3 clusters Score -1.210442e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -12104477.000000 Penalty: 13327.456055
	Iteration 30Q: 3 clusters Score -1.210448e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -12104612.000000 Penalty: 13327.456055
	Iteration 31Q: 3 clusters Score -1.210461e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -12104746.000000 Penalty: 13327.456055
	Iteration 32Q: 3 clusters Score -1.210475e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -12104891.000000 Penalty: 13327.456055
	Iteration 33Q: 3 clusters Score -1.210489e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -12105066.000000 Penalty: 13327.456055
	Iteration 34Q: 3 clusters Score -1.210507e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -12105242.000000 Penalty: 13327.456055
	Iteration 35Q: 3 clusters Score -1.210524e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -12105457.000000 Penalty: 13327.456055
	Iteration 36Q: 3 clusters Score -1.210546e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -12105678.000000 Penalty: 13327.456055
	Iteration 37Q: 3 clusters Score -1.210568e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -12105859.000000 Penalty: 13327.456055
	Iteration 38Q: 3 clusters Score -1.210586e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -12106125.000000 Penalty: 13327.456055
	Iteration 39Q: 3 clusters Score -1.210612e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -12106380.000000 Penalty: 13327.456055
	Iteration 40F: 3 clusters Score -1.210638e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -12106663.000000 Penalty: 13327.456055
	Iteration 41Q: 3 clusters Score -1.210666e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -12106929.000000 Penalty: 13327.456055
	Iteration 42Q: 3 clusters Score -1.210693e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -12107223.000000 Penalty: 13327.456055
	Iteration 43Q: 3 clusters Score -1.210722e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -12107563.000000 Penalty: 13327.456055
	Iteration 44Q: 3 clusters Score -1.210756e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -12107886.000000 Penalty: 13327.456055
	Iteration 45Q: 3 clusters Score -1.210789e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -12108124.000000 Penalty: 13327.456055
	Iteration 46Q: 3 clusters Score -1.210812e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -12108352.000000 Penalty: 13327.456055
	Iteration 47Q: 3 clusters Score -1.210835e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -12108636.000000 Penalty: 13327.456055
	Iteration 48Q: 3 clusters Score -1.210864e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -12108813.000000 Penalty: 13327.456055
	Iteration 49Q: 3 clusters Score -1.210881e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -12109011.000000 Penalty: 13327.456055
	Iteration 50Q: 3 clusters Score -1.210901e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -12109178.000000 Penalty: 13327.456055
	Iteration 51Q: 3 clusters Score -1.210918e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -12109339.000000 Penalty: 13327.456055
	Iteration 52Q: 3 clusters Score -1.210934e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -12109443.000000 Penalty: 13327.456055
	Iteration 53Q: 3 clusters Score -1.210944e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -12109510.000000 Penalty: 13327.456055
	Iteration 54Q: 3 clusters Score -1.210951e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -12109582.000000 Penalty: 13327.456055
	Iteration 55Q: 3 clusters Score -1.210958e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -12109634.000000 Penalty: 13327.456055
	Iteration 56Q: 3 clusters Score -1.210963e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -12109689.000000 Penalty: 13327.456055
	Iteration 57Q: 3 clusters Score -1.210969e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -12109704.000000 Penalty: 13327.456055
	Iteration 58Q: 3 clusters Score -1.21097e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -12109761.000000 Penalty: 13327.456055
	Iteration 59Q: 3 clusters Score -1.210976e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -12109795.000000 Penalty: 13327.456055
	Iteration 60F: 3 clusters Score -1.21098e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -12109835.000000 Penalty: 13327.456055
	Iteration 61Q: 3 clusters Score -1.210984e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -12109816.000000 Penalty: 13327.456055
	Iteration 62Q: 3 clusters Score -1.210982e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -12109834.000000 Penalty: 13327.456055
	Iteration 63Q: 3 clusters Score -1.210983e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -12109855.000000 Penalty: 13327.456055
	Iteration 64Q: 3 clusters Score -1.210986e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -12109881.000000 Penalty: 13327.456055
	Iteration 65Q: 3 clusters Score -1.210988e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -12109908.000000 Penalty: 13327.456055
	Iteration 66Q: 3 clusters Score -1.210991e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -12109891.000000 Penalty: 13327.456055
	Iteration 67Q: 3 clusters Score -1.210989e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -12109894.000000 Penalty: 13327.456055
	Iteration 68Q: 3 clusters Score -1.210989e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -12109938.000000 Penalty: 13327.456055
	Iteration 69Q: 3 clusters Score -1.210994e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -12109964.000000 Penalty: 13327.456055
	Iteration 70Q: 3 clusters Score -1.210996e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -12109961.000000 Penalty: 13327.456055
	Iteration 71Q: 3 clusters Score -1.210996e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -12109986.000000 Penalty: 13327.456055
	Iteration 72Q: 3 clusters Score -1.210999e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -12109977.000000 Penalty: 13327.456055
	Iteration 73Q: 3 clusters Score -1.210998e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -12110012.000000 Penalty: 13327.456055
	Iteration 74Q: 3 clusters Score -1.211001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -12110016.000000 Penalty: 13327.456055
	Iteration 75Q: 3 clusters Score -1.211002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -12110005.000000 Penalty: 13327.456055
	Iteration 76Q: 3 clusters Score -1.211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -12110010.000000 Penalty: 13327.456055
	Iteration 77Q: 3 clusters Score -1.211001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -12110022.000000 Penalty: 13327.456055
	Iteration 78Q: 3 clusters Score -1.211002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -12110020.000000 Penalty: 13327.456055
	Iteration 79Q: 3 clusters Score -1.211002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -12110018.000000 Penalty: 13327.456055
	Iteration 80F: 3 clusters Score -1.211002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -12110027.000000 Penalty: 13327.456055
	Iteration 81Q: 3 clusters Score -1.211003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -12110028.000000 Penalty: 13327.456055
	Iteration 82Q: 3 clusters Score -1.211003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -12110028.000000 Penalty: 13327.456055
	Iteration 83Q: 3 clusters Score -1.211003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -12110024.000000 Penalty: 13327.456055
	Iteration 84Q: 3 clusters Score -1.211002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -12110024.000000 Penalty: 13327.456055
	Iteration 85Q: 3 clusters Score -1.211002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -12110032.000000 Penalty: 13327.456055
	Iteration 86Q: 3 clusters Score -1.211003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -12110034.000000 Penalty: 13327.456055
	Iteration 87Q: 3 clusters Score -1.211003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -12110024.000000 Penalty: 13327.456055
	Iteration 88Q: 3 clusters Score -1.211002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -12110035.000000 Penalty: 13327.456055
	Iteration 89Q: 3 clusters Score -1.211004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -12110051.000000 Penalty: 13327.456055
	Iteration 90Q: 3 clusters Score -1.211005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -12110042.000000 Penalty: 13327.456055
	Iteration 91Q: 3 clusters Score -1.211004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -12110048.000000 Penalty: 13327.456055
	Iteration 92Q: 3 clusters Score -1.211005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -12110044.000000 Penalty: 13327.456055
	Iteration 93Q: 3 clusters Score -1.211004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -12110042.000000 Penalty: 13327.456055
	Iteration 94Q: 3 clusters Score -1.211004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -12110030.000000 Penalty: 13327.456055
	Iteration 95Q: 3 clusters Score -1.211003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -12110051.000000 Penalty: 13327.456055
	Iteration 96Q: 3 clusters Score -1.211005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -12110038.000000 Penalty: 13327.456055
	Iteration 97Q: 3 clusters Score -1.211004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -12110047.000000 Penalty: 13327.456055
	Iteration 98Q: 3 clusters Score -1.211005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -12110044.000000 Penalty: 13327.456055
	Iteration 99Q: 3 clusters Score -1.211004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -12110043.000000 Penalty: 13327.456055
	Iteration 100F: 3 clusters Score -1.211004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -12110045.000000 Penalty: 13327.456055
	Iteration 101Q: 3 clusters Score -1.211004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -12110045.000000 Penalty: 13327.456055
	Iteration 102F: 3 clusters Score -1.211004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (127273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127273 members 
Entering Unmasked Estep 
Score: -29250306.000000 Penalty: 7199.379883
	Iteration 0F: 2 clusters Score -2.925031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -29165552.000000 Penalty: 14398.759766
	Iteration 0F: 3 clusters Score -2.916555e+07 nChanged 58664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 2 contains 60322 members 
Entering Unmasked Estep 
Score: -29198202.000000 Penalty: 14398.759766
	Iteration 1F: 3 clusters Score -2.91982e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -29200106.000000 Penalty: 14398.759766
	Iteration 2Q: 3 clusters Score -2.920011e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72782 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -29203006.000000 Penalty: 14398.759766
	Iteration 3Q: 3 clusters Score -2.920301e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77970 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -29207786.000000 Penalty: 14398.759766
	Iteration 4F: 3 clusters Score -2.920779e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85140 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -29214350.000000 Penalty: 14398.759766
	Iteration 5F: 3 clusters Score -2.921435e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -29223218.000000 Penalty: 14398.759766
	Iteration 6F: 3 clusters Score -2.922322e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102787 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -29232472.000000 Penalty: 14398.759766
	Iteration 7F: 3 clusters Score -2.923247e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110006 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -29239832.000000 Penalty: 14398.759766
	Iteration 8F: 3 clusters Score -2.923983e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114538 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -29244006.000000 Penalty: 14398.759766
	Iteration 9Q: 3 clusters Score -2.924401e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116988 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -29246020.000000 Penalty: 14398.759766
	Iteration 10Q: 3 clusters Score -2.924602e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118409 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -29247044.000000 Penalty: 14398.759766
	Iteration 11Q: 3 clusters Score -2.924704e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119257 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -29247482.000000 Penalty: 14398.759766
	Iteration 12Q: 3 clusters Score -2.924748e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119827 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -29247750.000000 Penalty: 14398.759766
	Iteration 13Q: 3 clusters Score -2.924775e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120199 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -29247986.000000 Penalty: 14398.759766
	Iteration 14Q: 3 clusters Score -2.924799e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120463 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -29248112.000000 Penalty: 14398.759766
	Iteration 15Q: 3 clusters Score -2.924811e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120666 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -29248210.000000 Penalty: 14398.759766
	Iteration 16Q: 3 clusters Score -2.924821e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120811 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -29248256.000000 Penalty: 14398.759766
	Iteration 17Q: 3 clusters Score -2.924826e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120934 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -29248392.000000 Penalty: 14398.759766
	Iteration 18Q: 3 clusters Score -2.924839e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121027 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -29248486.000000 Penalty: 14398.759766
	Iteration 19Q: 3 clusters Score -2.924849e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121085 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -29248614.000000 Penalty: 14398.759766
	Iteration 20F: 3 clusters Score -2.924861e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121141 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -29248766.000000 Penalty: 14398.759766
	Iteration 21Q: 3 clusters Score -2.924877e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121189 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -29248876.000000 Penalty: 14398.759766
	Iteration 22Q: 3 clusters Score -2.924888e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121205 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -29249064.000000 Penalty: 14398.759766
	Iteration 23Q: 3 clusters Score -2.924906e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121187 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -29249296.000000 Penalty: 14398.759766
	Iteration 24Q: 3 clusters Score -2.92493e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121116 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -29249380.000000 Penalty: 14398.759766
	Iteration 25Q: 3 clusters Score -2.924938e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121004 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -29249626.000000 Penalty: 14398.759766
	Iteration 26Q: 3 clusters Score -2.924963e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120875 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -29249712.000000 Penalty: 14398.759766
	Iteration 27Q: 3 clusters Score -2.924971e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120751 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -29249844.000000 Penalty: 14398.759766
	Iteration 28Q: 3 clusters Score -2.924984e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120620 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -29250000.000000 Penalty: 14398.759766
	Iteration 29Q: 3 clusters Score -2.925e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120460 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -29250104.000000 Penalty: 14398.759766
	Iteration 30Q: 3 clusters Score -2.92501e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120315 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -29250266.000000 Penalty: 14398.759766
	Iteration 31Q: 3 clusters Score -2.925027e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120212 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -29250346.000000 Penalty: 14398.759766
	Iteration 32Q: 3 clusters Score -2.925035e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120120 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -29250368.000000 Penalty: 14398.759766
	Iteration 33Q: 3 clusters Score -2.925037e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120054 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -29250440.000000 Penalty: 14398.759766
	Iteration 34Q: 3 clusters Score -2.925044e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119961 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -29250476.000000 Penalty: 14398.759766
	Iteration 35Q: 3 clusters Score -2.925048e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119882 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -29250520.000000 Penalty: 14398.759766
	Iteration 36Q: 3 clusters Score -2.925052e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119820 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -29250528.000000 Penalty: 14398.759766
	Iteration 37Q: 3 clusters Score -2.925053e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119765 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -29250512.000000 Penalty: 14398.759766
	Iteration 38Q: 3 clusters Score -2.925051e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119730 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -29250532.000000 Penalty: 14398.759766
	Iteration 39Q: 3 clusters Score -2.925053e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119699 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -29250556.000000 Penalty: 14398.759766
	Iteration 40F: 3 clusters Score -2.925056e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119663 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -29250572.000000 Penalty: 14398.759766
	Iteration 41Q: 3 clusters Score -2.925057e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119640 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -29250596.000000 Penalty: 14398.759766
	Iteration 42Q: 3 clusters Score -2.92506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119624 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -29250602.000000 Penalty: 14398.759766
	Iteration 43Q: 3 clusters Score -2.92506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119616 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -29250614.000000 Penalty: 14398.759766
	Iteration 44Q: 3 clusters Score -2.925061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119604 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -29250630.000000 Penalty: 14398.759766
	Iteration 45Q: 3 clusters Score -2.925063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119595 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -29250632.000000 Penalty: 14398.759766
	Iteration 46Q: 3 clusters Score -2.925063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119584 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -29250644.000000 Penalty: 14398.759766
	Iteration 47Q: 3 clusters Score -2.925064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119578 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -29250634.000000 Penalty: 14398.759766
	Iteration 48Q: 3 clusters Score -2.925063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119566 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -29250670.000000 Penalty: 14398.759766
	Iteration 49Q: 3 clusters Score -2.925067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119553 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -29250664.000000 Penalty: 14398.759766
	Iteration 50Q: 3 clusters Score -2.925066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119546 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -29250668.000000 Penalty: 14398.759766
	Iteration 51Q: 3 clusters Score -2.925067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119536 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -29250644.000000 Penalty: 14398.759766
	Iteration 52Q: 3 clusters Score -2.925064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119527 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -29250644.000000 Penalty: 14398.759766
	Iteration 53Q: 3 clusters Score -2.925064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119517 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -29250646.000000 Penalty: 14398.759766
	Iteration 54Q: 3 clusters Score -2.925065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119509 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -29250668.000000 Penalty: 14398.759766
	Iteration 55Q: 3 clusters Score -2.925067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119502 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -29250676.000000 Penalty: 14398.759766
	Iteration 56Q: 3 clusters Score -2.925068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119496 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -29250678.000000 Penalty: 14398.759766
	Iteration 57Q: 3 clusters Score -2.925068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119489 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -29250672.000000 Penalty: 14398.759766
	Iteration 58Q: 3 clusters Score -2.925067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119487 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -29250668.000000 Penalty: 14398.759766
	Iteration 59Q: 3 clusters Score -2.925067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119484 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -29250658.000000 Penalty: 14398.759766
	Iteration 60F: 3 clusters Score -2.925066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119479 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -29250684.000000 Penalty: 14398.759766
	Iteration 61Q: 3 clusters Score -2.925068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119474 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -29250682.000000 Penalty: 14398.759766
	Iteration 62Q: 3 clusters Score -2.925068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119475 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -29250682.000000 Penalty: 14398.759766
	Iteration 63Q: 3 clusters Score -2.925068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119473 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -29250680.000000 Penalty: 14398.759766
	Iteration 64Q: 3 clusters Score -2.925068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119472 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -29250680.000000 Penalty: 14398.759766
	Iteration 65Q: 3 clusters Score -2.925068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119468 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -29250696.000000 Penalty: 14398.759766
	Iteration 66Q: 3 clusters Score -2.92507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119467 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -29250682.000000 Penalty: 14398.759766
	Iteration 67Q: 3 clusters Score -2.925068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119466 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -29250664.000000 Penalty: 14398.759766
	Iteration 68Q: 3 clusters Score -2.925066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119463 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -29250668.000000 Penalty: 14398.759766
	Iteration 69Q: 3 clusters Score -2.925067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119461 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -29250658.000000 Penalty: 14398.759766
	Iteration 70Q: 3 clusters Score -2.925066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119457 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -29250658.000000 Penalty: 14398.759766
	Iteration 71Q: 3 clusters Score -2.925066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119454 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -29250662.000000 Penalty: 14398.759766
	Iteration 72Q: 3 clusters Score -2.925066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119452 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -29250654.000000 Penalty: 14398.759766
	Iteration 73Q: 3 clusters Score -2.925065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119452 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -29250648.000000 Penalty: 14398.759766
	Iteration 74Q: 3 clusters Score -2.925065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119451 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -29250642.000000 Penalty: 14398.759766
	Iteration 75Q: 3 clusters Score -2.925064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119451 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -29250642.000000 Penalty: 14398.759766
	Iteration 76F: 3 clusters Score -2.925064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10159 members 
Mstep: Class 3 contains 37559 members 
Mstep: Class 4 contains 48896 members 
Mstep: Class 5 contains 53080 members 
Mstep: Class 6 contains 7822 members 
Mstep: Class 7 contains 119451 members 
Mstep: Class 8 contains 21997 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 13400 members 
Mstep: Class 14 contains 35904 members 
Mstep: Class 15 contains 13272 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4841 members 
Mstep: Class 20 contains 13420 members 
Mstep: Class 21 contains 179450 members 
Mstep: Class 23 contains 26361 members 
Entering Unmasked Estep 
Score: -138117808.000000 Penalty: 155147.468750
Splitting cluster 7 changes total score from -138108192.000000 to -138117808.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 8 (21997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Entering Unmasked Estep 
Score: -4997446.000000 Penalty: 6124.179688
	Iteration 0F: 2 clusters Score -4997446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -4979731.500000 Penalty: 12248.359375
	Iteration 0F: 3 clusters Score -4979732 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -4984577.000000 Penalty: 12248.359375
	Iteration 1F: 3 clusters Score -4984577 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -4985285.500000 Penalty: 12248.359375
	Iteration 2F: 3 clusters Score -4985286 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -4985832.500000 Penalty: 12248.359375
	Iteration 3F: 3 clusters Score -4985832 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -4986230.000000 Penalty: 12248.359375
	Iteration 4Q: 3 clusters Score -4986230 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -4986647.500000 Penalty: 12248.359375
	Iteration 5Q: 3 clusters Score -4986648 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -4987078.000000 Penalty: 12248.359375
	Iteration 6Q: 3 clusters Score -4987078 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -4987373.000000 Penalty: 12248.359375
	Iteration 7Q: 3 clusters Score -4987373 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -4987702.500000 Penalty: 12248.359375
	Iteration 8Q: 3 clusters Score -4987702 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -4987980.000000 Penalty: 12248.359375
	Iteration 9Q: 3 clusters Score -4987980 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -4988190.000000 Penalty: 12248.359375
	Iteration 10Q: 3 clusters Score -4988190 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -4988414.500000 Penalty: 12248.359375
	Iteration 11Q: 3 clusters Score -4988414 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -4988666.500000 Penalty: 12248.359375
	Iteration 12Q: 3 clusters Score -4988666 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -4988946.500000 Penalty: 12248.359375
	Iteration 13Q: 3 clusters Score -4988946 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -4989263.000000 Penalty: 12248.359375
	Iteration 14Q: 3 clusters Score -4989263 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -4989621.500000 Penalty: 12248.359375
	Iteration 15Q: 3 clusters Score -4989622 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -4990025.000000 Penalty: 12248.359375
	Iteration 16Q: 3 clusters Score -4990025 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -4990445.500000 Penalty: 12248.359375
	Iteration 17Q: 3 clusters Score -4990446 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -4990843.500000 Penalty: 12248.359375
	Iteration 18Q: 3 clusters Score -4990844 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -4991179.000000 Penalty: 12248.359375
	Iteration 19Q: 3 clusters Score -4991179 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -4991474.000000 Penalty: 12248.359375
	Iteration 20F: 3 clusters Score -4991474 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4991697.000000 Penalty: 12248.359375
	Iteration 21Q: 3 clusters Score -4991697 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -4991858.000000 Penalty: 12248.359375
	Iteration 22Q: 3 clusters Score -4991858 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -4991985.500000 Penalty: 12248.359375
	Iteration 23Q: 3 clusters Score -4991986 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -4992042.000000 Penalty: 12248.359375
	Iteration 24Q: 3 clusters Score -4992042 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -4992100.000000 Penalty: 12248.359375
	Iteration 25Q: 3 clusters Score -4992100 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -4992125.500000 Penalty: 12248.359375
	Iteration 26Q: 3 clusters Score -4992126 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -4992145.000000 Penalty: 12248.359375
	Iteration 27Q: 3 clusters Score -4992145 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -4992165.000000 Penalty: 12248.359375
	Iteration 28Q: 3 clusters Score -4992165 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -4992193.000000 Penalty: 12248.359375
	Iteration 29Q: 3 clusters Score -4992193 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -4992215.000000 Penalty: 12248.359375
	Iteration 30Q: 3 clusters Score -4992215 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -4992242.000000 Penalty: 12248.359375
	Iteration 31Q: 3 clusters Score -4992242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -4992241.000000 Penalty: 12248.359375
	Iteration 32Q: 3 clusters Score -4992241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -4992248.500000 Penalty: 12248.359375
	Iteration 33Q: 3 clusters Score -4992248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -4992259.500000 Penalty: 12248.359375
	Iteration 34Q: 3 clusters Score -4992260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -4992263.000000 Penalty: 12248.359375
	Iteration 35Q: 3 clusters Score -4992263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -4992249.000000 Penalty: 12248.359375
	Iteration 36Q: 3 clusters Score -4992249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -4992247.000000 Penalty: 12248.359375
	Iteration 37Q: 3 clusters Score -4992247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -4992254.000000 Penalty: 12248.359375
	Iteration 38Q: 3 clusters Score -4992254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -4992256.500000 Penalty: 12248.359375
	Iteration 39Q: 3 clusters Score -4992256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -4992254.500000 Penalty: 12248.359375
	Iteration 40F: 3 clusters Score -4992254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -4992250.000000 Penalty: 12248.359375
	Iteration 41Q: 3 clusters Score -4992250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -4992246.000000 Penalty: 12248.359375
	Iteration 42Q: 3 clusters Score -4992246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -4992251.500000 Penalty: 12248.359375
	Iteration 43Q: 3 clusters Score -4992252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -4992249.500000 Penalty: 12248.359375
	Iteration 44Q: 3 clusters Score -4992250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -4992248.500000 Penalty: 12248.359375
	Iteration 45Q: 3 clusters Score -4992248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -4992249.000000 Penalty: 12248.359375
	Iteration 46Q: 3 clusters Score -4992249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -4992251.000000 Penalty: 12248.359375
	Iteration 47Q: 3 clusters Score -4992251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -4992248.000000 Penalty: 12248.359375
	Iteration 48Q: 3 clusters Score -4992248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -4992255.000000 Penalty: 12248.359375
	Iteration 49Q: 3 clusters Score -4992255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -4992250.500000 Penalty: 12248.359375
	Iteration 50Q: 3 clusters Score -4992250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -4992254.000000 Penalty: 12248.359375
	Iteration 51Q: 3 clusters Score -4992254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -4992262.000000 Penalty: 12248.359375
	Iteration 52Q: 3 clusters Score -4992262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -4992262.500000 Penalty: 12248.359375
	Iteration 53Q: 3 clusters Score -4992262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -4992260.500000 Penalty: 12248.359375
	Iteration 54Q: 3 clusters Score -4992260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -4992260.000000 Penalty: 12248.359375
	Iteration 55Q: 3 clusters Score -4992260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -4992259.500000 Penalty: 12248.359375
	Iteration 56Q: 3 clusters Score -4992260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -4992264.000000 Penalty: 12248.359375
	Iteration 57Q: 3 clusters Score -4992264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -4992264.500000 Penalty: 12248.359375
	Iteration 58Q: 3 clusters Score -4992264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -4992256.500000 Penalty: 12248.359375
	Iteration 59Q: 3 clusters Score -4992256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -4992251.500000 Penalty: 12248.359375
	Iteration 60F: 3 clusters Score -4992252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Entering Unmasked Estep 
Score: -2463879.500000 Penalty: 5686.825195
	Iteration 0F: 2 clusters Score -2463880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2453275.250000 Penalty: 11373.650391
	Iteration 0F: 3 clusters Score -2453275 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2455944.250000 Penalty: 11373.650391
	Iteration 1F: 3 clusters Score -2455944 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2457305.500000 Penalty: 11373.650391
	Iteration 2F: 3 clusters Score -2457306 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2458561.000000 Penalty: 11373.650391
	Iteration 3F: 3 clusters Score -2458561 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2459573.500000 Penalty: 11373.650391
	Iteration 4F: 3 clusters Score -2459574 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2460459.250000 Penalty: 11373.650391
	Iteration 5F: 3 clusters Score -2460459 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2461197.750000 Penalty: 11373.650391
	Iteration 6F: 3 clusters Score -2461198 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2461751.250000 Penalty: 11373.650391
	Iteration 7Q: 3 clusters Score -2461751 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2462144.750000 Penalty: 11373.650391
	Iteration 8Q: 3 clusters Score -2462145 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2462406.000000 Penalty: 11373.650391
	Iteration 9Q: 3 clusters Score -2462406 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2462562.000000 Penalty: 11373.650391
	Iteration 10Q: 3 clusters Score -2462562 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2462674.250000 Penalty: 11373.650391
	Iteration 11Q: 3 clusters Score -2462674 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2462746.750000 Penalty: 11373.650391
	Iteration 12Q: 3 clusters Score -2462747 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2462783.250000 Penalty: 11373.650391
	Iteration 13Q: 3 clusters Score -2462783 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2462818.500000 Penalty: 11373.650391
	Iteration 14Q: 3 clusters Score -2462818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2462845.250000 Penalty: 11373.650391
	Iteration 15Q: 3 clusters Score -2462845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2462870.250000 Penalty: 11373.650391
	Iteration 16Q: 3 clusters Score -2462870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2462884.000000 Penalty: 11373.650391
	Iteration 17Q: 3 clusters Score -2462884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2462888.250000 Penalty: 11373.650391
	Iteration 18Q: 3 clusters Score -2462888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2462890.750000 Penalty: 11373.650391
	Iteration 19Q: 3 clusters Score -2462891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2462893.250000 Penalty: 11373.650391
	Iteration 20F: 3 clusters Score -2462893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2462897.500000 Penalty: 11373.650391
	Iteration 21Q: 3 clusters Score -2462898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2462909.500000 Penalty: 11373.650391
	Iteration 22Q: 3 clusters Score -2462910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2462903.250000 Penalty: 11373.650391
	Iteration 23Q: 3 clusters Score -2462903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2462907.750000 Penalty: 11373.650391
	Iteration 24Q: 3 clusters Score -2462908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2462913.500000 Penalty: 11373.650391
	Iteration 25Q: 3 clusters Score -2462914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2462913.500000 Penalty: 11373.650391
	Iteration 26F: 3 clusters Score -2462914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Entering Unmasked Estep 
Score: -2559038.250000 Penalty: 5715.215332
	Iteration 0F: 2 clusters Score -2559038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2548073.000000 Penalty: 11430.430664
	Iteration 0F: 3 clusters Score -2548073 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2550422.250000 Penalty: 11430.430664
	Iteration 1F: 3 clusters Score -2550422 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2550985.500000 Penalty: 11430.430664
	Iteration 2F: 3 clusters Score -2550986 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2551399.000000 Penalty: 11430.430664
	Iteration 3F: 3 clusters Score -2551399 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2551743.500000 Penalty: 11430.430664
	Iteration 4Q: 3 clusters Score -2551744 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2552055.750000 Penalty: 11430.430664
	Iteration 5Q: 3 clusters Score -2552056 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2552338.500000 Penalty: 11430.430664
	Iteration 6Q: 3 clusters Score -2552338 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2552647.500000 Penalty: 11430.430664
	Iteration 7Q: 3 clusters Score -2552648 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2552957.250000 Penalty: 11430.430664
	Iteration 8Q: 3 clusters Score -2552957 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2553241.750000 Penalty: 11430.430664
	Iteration 9Q: 3 clusters Score -2553242 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2553502.000000 Penalty: 11430.430664
	Iteration 10Q: 3 clusters Score -2553502 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2553703.750000 Penalty: 11430.430664
	Iteration 11Q: 3 clusters Score -2553704 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2553850.250000 Penalty: 11430.430664
	Iteration 12Q: 3 clusters Score -2553850 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2553972.000000 Penalty: 11430.430664
	Iteration 13Q: 3 clusters Score -2553972 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2554063.000000 Penalty: 11430.430664
	Iteration 14Q: 3 clusters Score -2554063 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2554133.500000 Penalty: 11430.430664
	Iteration 15Q: 3 clusters Score -2554134 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2554184.000000 Penalty: 11430.430664
	Iteration 16Q: 3 clusters Score -2554184 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2554227.500000 Penalty: 11430.430664
	Iteration 17Q: 3 clusters Score -2554228 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2554279.000000 Penalty: 11430.430664
	Iteration 18Q: 3 clusters Score -2554279 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2554321.500000 Penalty: 11430.430664
	Iteration 19Q: 3 clusters Score -2554322 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2554356.000000 Penalty: 11430.430664
	Iteration 20F: 3 clusters Score -2554356 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2554392.000000 Penalty: 11430.430664
	Iteration 21Q: 3 clusters Score -2554392 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2554427.750000 Penalty: 11430.430664
	Iteration 22Q: 3 clusters Score -2554428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2554454.250000 Penalty: 11430.430664
	Iteration 23Q: 3 clusters Score -2554454 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2554483.250000 Penalty: 11430.430664
	Iteration 24Q: 3 clusters Score -2554483 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2554517.250000 Penalty: 11430.430664
	Iteration 25Q: 3 clusters Score -2554517 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2554539.250000 Penalty: 11430.430664
	Iteration 26Q: 3 clusters Score -2554539 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2554562.500000 Penalty: 11430.430664
	Iteration 27Q: 3 clusters Score -2554562 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2554599.000000 Penalty: 11430.430664
	Iteration 28Q: 3 clusters Score -2554599 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2554637.250000 Penalty: 11430.430664
	Iteration 29Q: 3 clusters Score -2554637 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2554685.250000 Penalty: 11430.430664
	Iteration 30Q: 3 clusters Score -2554685 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2554752.250000 Penalty: 11430.430664
	Iteration 31Q: 3 clusters Score -2554752 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2554823.750000 Penalty: 11430.430664
	Iteration 32Q: 3 clusters Score -2554824 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2554899.500000 Penalty: 11430.430664
	Iteration 33Q: 3 clusters Score -2554900 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2554990.250000 Penalty: 11430.430664
	Iteration 34Q: 3 clusters Score -2554990 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2555075.500000 Penalty: 11430.430664
	Iteration 35Q: 3 clusters Score -2555076 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2555138.250000 Penalty: 11430.430664
	Iteration 36Q: 3 clusters Score -2555138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2555203.250000 Penalty: 11430.430664
	Iteration 37Q: 3 clusters Score -2555203 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2555245.250000 Penalty: 11430.430664
	Iteration 38Q: 3 clusters Score -2555245 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2555306.500000 Penalty: 11430.430664
	Iteration 39Q: 3 clusters Score -2555306 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2555344.250000 Penalty: 11430.430664
	Iteration 40F: 3 clusters Score -2555344 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2555371.500000 Penalty: 11430.430664
	Iteration 41Q: 3 clusters Score -2555372 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2555396.750000 Penalty: 11430.430664
	Iteration 42Q: 3 clusters Score -2555397 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2555407.750000 Penalty: 11430.430664
	Iteration 43Q: 3 clusters Score -2555408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2555422.000000 Penalty: 11430.430664
	Iteration 44Q: 3 clusters Score -2555422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2555431.250000 Penalty: 11430.430664
	Iteration 45Q: 3 clusters Score -2555431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2555441.500000 Penalty: 11430.430664
	Iteration 46Q: 3 clusters Score -2555442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2555445.500000 Penalty: 11430.430664
	Iteration 47Q: 3 clusters Score -2555446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2555450.250000 Penalty: 11430.430664
	Iteration 48Q: 3 clusters Score -2555450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2555449.500000 Penalty: 11430.430664
	Iteration 49Q: 3 clusters Score -2555450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2555453.500000 Penalty: 11430.430664
	Iteration 50Q: 3 clusters Score -2555454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2555455.750000 Penalty: 11430.430664
	Iteration 51Q: 3 clusters Score -2555456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2555456.500000 Penalty: 11430.430664
	Iteration 52Q: 3 clusters Score -2555456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2555460.750000 Penalty: 11430.430664
	Iteration 53Q: 3 clusters Score -2555461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2555457.250000 Penalty: 11430.430664
	Iteration 54Q: 3 clusters Score -2555457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2555454.000000 Penalty: 11430.430664
	Iteration 55Q: 3 clusters Score -2555454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2555452.500000 Penalty: 11430.430664
	Iteration 56Q: 3 clusters Score -2555452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2555456.500000 Penalty: 11430.430664
	Iteration 57Q: 3 clusters Score -2555456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2555456.500000 Penalty: 11430.430664
	Iteration 58F: 3 clusters Score -2555456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Entering Unmasked Estep 
Score: -3059393.000000 Penalty: 5820.593262
	Iteration 0F: 2 clusters Score -3059393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -3047058.000000 Penalty: 11641.186523
	Iteration 0F: 3 clusters Score -3047058 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -3049988.750000 Penalty: 11641.186523
	Iteration 1F: 3 clusters Score -3049989 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -3050614.500000 Penalty: 11641.186523
	Iteration 2F: 3 clusters Score -3050614 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -3051107.250000 Penalty: 11641.186523
	Iteration 3F: 3 clusters Score -3051107 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -3051622.250000 Penalty: 11641.186523
	Iteration 4F: 3 clusters Score -3051622 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3052113.750000 Penalty: 11641.186523
	Iteration 5F: 3 clusters Score -3052114 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -3052622.250000 Penalty: 11641.186523
	Iteration 6Q: 3 clusters Score -3052622 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3053085.750000 Penalty: 11641.186523
	Iteration 7Q: 3 clusters Score -3053086 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -3053495.000000 Penalty: 11641.186523
	Iteration 8Q: 3 clusters Score -3053495 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -3053836.500000 Penalty: 11641.186523
	Iteration 9Q: 3 clusters Score -3053836 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3054126.750000 Penalty: 11641.186523
	Iteration 10Q: 3 clusters Score -3054127 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -3054337.750000 Penalty: 11641.186523
	Iteration 11Q: 3 clusters Score -3054338 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3054512.750000 Penalty: 11641.186523
	Iteration 12Q: 3 clusters Score -3054513 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3054634.750000 Penalty: 11641.186523
	Iteration 13Q: 3 clusters Score -3054635 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -3054732.500000 Penalty: 11641.186523
	Iteration 14Q: 3 clusters Score -3054732 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3054818.000000 Penalty: 11641.186523
	Iteration 15Q: 3 clusters Score -3054818 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3054876.500000 Penalty: 11641.186523
	Iteration 16Q: 3 clusters Score -3054876 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3054914.000000 Penalty: 11641.186523
	Iteration 17Q: 3 clusters Score -3054914 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3054958.250000 Penalty: 11641.186523
	Iteration 18Q: 3 clusters Score -3054958 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3054979.750000 Penalty: 11641.186523
	Iteration 19Q: 3 clusters Score -3054980 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3054999.750000 Penalty: 11641.186523
	Iteration 20F: 3 clusters Score -3055000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3055024.750000 Penalty: 11641.186523
	Iteration 21Q: 3 clusters Score -3055025 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3055038.000000 Penalty: 11641.186523
	Iteration 22Q: 3 clusters Score -3055038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3055051.000000 Penalty: 11641.186523
	Iteration 23Q: 3 clusters Score -3055051 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3055074.250000 Penalty: 11641.186523
	Iteration 24Q: 3 clusters Score -3055074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3055083.500000 Penalty: 11641.186523
	Iteration 25Q: 3 clusters Score -3055084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3055095.250000 Penalty: 11641.186523
	Iteration 26Q: 3 clusters Score -3055095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3055104.250000 Penalty: 11641.186523
	Iteration 27Q: 3 clusters Score -3055104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3055114.750000 Penalty: 11641.186523
	Iteration 28Q: 3 clusters Score -3055115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3055122.000000 Penalty: 11641.186523
	Iteration 29Q: 3 clusters Score -3055122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3055126.250000 Penalty: 11641.186523
	Iteration 30Q: 3 clusters Score -3055126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3055132.250000 Penalty: 11641.186523
	Iteration 31Q: 3 clusters Score -3055132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3055135.750000 Penalty: 11641.186523
	Iteration 32Q: 3 clusters Score -3055136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3055139.500000 Penalty: 11641.186523
	Iteration 33Q: 3 clusters Score -3055140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3055147.000000 Penalty: 11641.186523
	Iteration 34Q: 3 clusters Score -3055147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3055150.750000 Penalty: 11641.186523
	Iteration 35Q: 3 clusters Score -3055151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3055154.500000 Penalty: 11641.186523
	Iteration 36Q: 3 clusters Score -3055154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3055157.250000 Penalty: 11641.186523
	Iteration 37Q: 3 clusters Score -3055157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3055157.500000 Penalty: 11641.186523
	Iteration 38Q: 3 clusters Score -3055158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3055163.250000 Penalty: 11641.186523
	Iteration 39Q: 3 clusters Score -3055163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3055163.000000 Penalty: 11641.186523
	Iteration 40F: 3 clusters Score -3055163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3055168.000000 Penalty: 11641.186523
	Iteration 41Q: 3 clusters Score -3055168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3055162.250000 Penalty: 11641.186523
	Iteration 42Q: 3 clusters Score -3055162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3055167.500000 Penalty: 11641.186523
	Iteration 43Q: 3 clusters Score -3055168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3055166.250000 Penalty: 11641.186523
	Iteration 44Q: 3 clusters Score -3055166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3055170.000000 Penalty: 11641.186523
	Iteration 45Q: 3 clusters Score -3055170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3055170.000000 Penalty: 11641.186523
	Iteration 46Q: 3 clusters Score -3055170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3055170.250000 Penalty: 11641.186523
	Iteration 47Q: 3 clusters Score -3055170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3055173.000000 Penalty: 11641.186523
	Iteration 48Q: 3 clusters Score -3055173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3055168.250000 Penalty: 11641.186523
	Iteration 49Q: 3 clusters Score -3055168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3055174.500000 Penalty: 11641.186523
	Iteration 50Q: 3 clusters Score -3055174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3055177.000000 Penalty: 11641.186523
	Iteration 51Q: 3 clusters Score -3055177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3055178.500000 Penalty: 11641.186523
	Iteration 52Q: 3 clusters Score -3055178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3055178.750000 Penalty: 11641.186523
	Iteration 53Q: 3 clusters Score -3055179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3055178.750000 Penalty: 11641.186523
	Iteration 54F: 3 clusters Score -3055179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Entering Unmasked Estep 
Score: -8049136.500000 Penalty: 6424.269531
	Iteration 0F: 2 clusters Score -8049136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -8022434.000000 Penalty: 12848.539062
	Iteration 0F: 3 clusters Score -8022434 nChanged 15498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -8030990.500000 Penalty: 12848.539062
	Iteration 1F: 3 clusters Score -8030990 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -8032136.500000 Penalty: 12848.539062
	Iteration 2F: 3 clusters Score -8032136 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -8033342.500000 Penalty: 12848.539062
	Iteration 3F: 3 clusters Score -8033342 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -8034718.000000 Penalty: 12848.539062
	Iteration 4F: 3 clusters Score -8034718 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -8036084.500000 Penalty: 12848.539062
	Iteration 5F: 3 clusters Score -8036084 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -8037515.000000 Penalty: 12848.539062
	Iteration 6F: 3 clusters Score -8037515 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -8038934.500000 Penalty: 12848.539062
	Iteration 7F: 3 clusters Score -8038934 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -8040070.500000 Penalty: 12848.539062
	Iteration 8Q: 3 clusters Score -8040070 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -8040938.000000 Penalty: 12848.539062
	Iteration 9Q: 3 clusters Score -8040938 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -8041606.500000 Penalty: 12848.539062
	Iteration 10Q: 3 clusters Score -8041606 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -8042115.000000 Penalty: 12848.539062
	Iteration 11Q: 3 clusters Score -8042115 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -8042534.000000 Penalty: 12848.539062
	Iteration 12Q: 3 clusters Score -8042534 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -8042964.000000 Penalty: 12848.539062
	Iteration 13Q: 3 clusters Score -8042964 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -8043624.000000 Penalty: 12848.539062
	Iteration 14Q: 3 clusters Score -8043624 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -8044209.000000 Penalty: 12848.539062
	Iteration 15Q: 3 clusters Score -8044209 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -8044400.500000 Penalty: 12848.539062
	Iteration 16Q: 3 clusters Score -8044400 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -8044472.000000 Penalty: 12848.539062
	Iteration 17Q: 3 clusters Score -8044472 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -8044503.000000 Penalty: 12848.539062
	Iteration 18Q: 3 clusters Score -8044503 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -8044530.500000 Penalty: 12848.539062
	Iteration 19Q: 3 clusters Score -8044530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -8044538.000000 Penalty: 12848.539062
	Iteration 20F: 3 clusters Score -8044538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -8044555.500000 Penalty: 12848.539062
	Iteration 21Q: 3 clusters Score -8044556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -8044546.000000 Penalty: 12848.539062
	Iteration 22Q: 3 clusters Score -8044546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -8044559.000000 Penalty: 12848.539062
	Iteration 23Q: 3 clusters Score -8044559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -8044558.500000 Penalty: 12848.539062
	Iteration 24Q: 3 clusters Score -8044558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -8044561.500000 Penalty: 12848.539062
	Iteration 25Q: 3 clusters Score -8044562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -8044569.000000 Penalty: 12848.539062
	Iteration 26Q: 3 clusters Score -8044569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -8044586.000000 Penalty: 12848.539062
	Iteration 27Q: 3 clusters Score -8044586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -8044581.500000 Penalty: 12848.539062
	Iteration 28Q: 3 clusters Score -8044582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -8044581.500000 Penalty: 12848.539062
	Iteration 29Q: 3 clusters Score -8044582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -8044572.500000 Penalty: 12848.539062
	Iteration 30Q: 3 clusters Score -8044572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -8044576.500000 Penalty: 12848.539062
	Iteration 31Q: 3 clusters Score -8044576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -8044574.000000 Penalty: 12848.539062
	Iteration 32Q: 3 clusters Score -8044574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -8044574.000000 Penalty: 12848.539062
	Iteration 33F: 3 clusters Score -8044574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Entering Unmasked Estep 
Score: -2964229.000000 Penalty: 5814.714844
	Iteration 0F: 2 clusters Score -2964229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2952126.000000 Penalty: 11629.429688
	Iteration 0F: 3 clusters Score -2952126 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2955830.000000 Penalty: 11629.429688
	Iteration 1F: 3 clusters Score -2955830 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2957645.500000 Penalty: 11629.429688
	Iteration 2F: 3 clusters Score -2957646 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2959191.750000 Penalty: 11629.429688
	Iteration 3F: 3 clusters Score -2959192 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2960342.500000 Penalty: 11629.429688
	Iteration 4F: 3 clusters Score -2960342 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2961568.500000 Penalty: 11629.429688
	Iteration 5F: 3 clusters Score -2961568 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2962835.000000 Penalty: 11629.429688
	Iteration 6F: 3 clusters Score -2962835 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2964097.000000 Penalty: 11629.429688
	Iteration 7F: 3 clusters Score -2964097 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2965070.500000 Penalty: 11629.429688
	Iteration 8Q: 3 clusters Score -2965070 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2965711.500000 Penalty: 11629.429688
	Iteration 9Q: 3 clusters Score -2965712 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2966143.500000 Penalty: 11629.429688
	Iteration 10Q: 3 clusters Score -2966144 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2966510.500000 Penalty: 11629.429688
	Iteration 11Q: 3 clusters Score -2966510 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2966833.250000 Penalty: 11629.429688
	Iteration 12Q: 3 clusters Score -2966833 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2966972.500000 Penalty: 11629.429688
	Iteration 13Q: 3 clusters Score -2966972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2967020.250000 Penalty: 11629.429688
	Iteration 14Q: 3 clusters Score -2967020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2967035.250000 Penalty: 11629.429688
	Iteration 15Q: 3 clusters Score -2967035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2967047.500000 Penalty: 11629.429688
	Iteration 16Q: 3 clusters Score -2967048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2967052.750000 Penalty: 11629.429688
	Iteration 17Q: 3 clusters Score -2967053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2967062.750000 Penalty: 11629.429688
	Iteration 18Q: 3 clusters Score -2967063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2967070.500000 Penalty: 11629.429688
	Iteration 19Q: 3 clusters Score -2967070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2967072.500000 Penalty: 11629.429688
	Iteration 20F: 3 clusters Score -2967072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10159 members 
Mstep: Class 3 contains 37559 members 
Mstep: Class 4 contains 48896 members 
Mstep: Class 5 contains 53080 members 
Mstep: Class 6 contains 7822 members 
Mstep: Class 7 contains 119451 members 
Mstep: Class 8 contains 21997 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 13400 members 
Mstep: Class 14 contains 35904 members 
Mstep: Class 15 contains 11489 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4841 members 
Mstep: Class 20 contains 13420 members 
Mstep: Class 21 contains 179450 members 
Mstep: Class 23 contains 26361 members 
Entering Unmasked Estep 
Score: -138118096.000000 Penalty: 163313.125000
Splitting cluster 15 changes total score from -138108192.000000 to -138118096.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 16 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -327617.625000 Penalty: 4518.877441
	Iteration 0F: 2 clusters Score -327617.6 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 792 members 
Entering Unmasked Estep 
Score: -323142.968750 Penalty: 9037.754883
	Iteration 0F: 3 clusters Score -323143 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -324113.750000 Penalty: 9037.754883
	Iteration 1F: 3 clusters Score -324113.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -324608.750000 Penalty: 9037.754883
	Iteration 2F: 3 clusters Score -324608.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -325253.781250 Penalty: 9037.754883
	Iteration 3F: 3 clusters Score -325253.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -326421.687500 Penalty: 9037.754883
	Iteration 4F: 3 clusters Score -326421.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -327117.562500 Penalty: 9037.754883
	Iteration 5F: 3 clusters Score -327117.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -327438.156250 Penalty: 9037.754883
	Iteration 6Q: 3 clusters Score -327438.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -327789.531250 Penalty: 9037.754883
	Iteration 7Q: 3 clusters Score -327789.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -328317.031250 Penalty: 9037.754883
	Iteration 8Q: 3 clusters Score -328317 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -328873.031250 Penalty: 9037.754883
	Iteration 9Q: 3 clusters Score -328873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -329124.750000 Penalty: 9037.754883
	Iteration 10Q: 3 clusters Score -329124.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -329363.500000 Penalty: 9037.754883
	Iteration 11Q: 3 clusters Score -329363.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -329566.312500 Penalty: 9037.754883
	Iteration 12Q: 3 clusters Score -329566.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -329654.406250 Penalty: 9037.754883
	Iteration 13Q: 3 clusters Score -329654.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -329664.906250 Penalty: 9037.754883
	Iteration 14Q: 3 clusters Score -329664.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -329664.906250 Penalty: 9037.754883
	Iteration 15F: 3 clusters Score -329664.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10159 members 
Mstep: Class 3 contains 37559 members 
Mstep: Class 4 contains 48896 members 
Mstep: Class 5 contains 53080 members 
Mstep: Class 6 contains 7822 members 
Mstep: Class 7 contains 119451 members 
Mstep: Class 8 contains 21997 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 869 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 13400 members 
Mstep: Class 14 contains 35904 members 
Mstep: Class 15 contains 11489 members 
Mstep: Class 16 contains 731 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4841 members 
Mstep: Class 20 contains 13420 members 
Mstep: Class 21 contains 179450 members 
Mstep: Class 23 contains 26361 members 
Entering Unmasked Estep 
Score: -138116560.000000 Penalty: 171478.781250
Splitting cluster 16 changes total score from -138108192.000000 to -138116560.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -558185.687500 Penalty: 4941.512695
	Iteration 0F: 2 clusters Score -558185.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -553660.875000 Penalty: 9883.025391
	Iteration 0F: 3 clusters Score -553660.9 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -565740.000000 Penalty: 9883.025391
	Iteration 1F: 3 clusters Score -565740 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -586872.562500 Penalty: 9883.025391
	Iteration 2F: 3 clusters Score -586872.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -589843.562500 Penalty: 9883.025391
	Iteration 3Q: 3 clusters Score -589843.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -589986.812500 Penalty: 9883.025391
	Iteration 4Q: 3 clusters Score -589986.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -590129.062500 Penalty: 9883.025391
	Iteration 5Q: 3 clusters Score -590129.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -590385.312500 Penalty: 9883.025391
	Iteration 6Q: 3 clusters Score -590385.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -590730.250000 Penalty: 9883.025391
	Iteration 7Q: 3 clusters Score -590730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -591113.375000 Penalty: 9883.025391
	Iteration 8Q: 3 clusters Score -591113.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -591116.125000 Penalty: 9883.025391
	Iteration 9Q: 3 clusters Score -591116.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -591121.250000 Penalty: 9883.025391
	Iteration 10Q: 3 clusters Score -591121.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -591136.812500 Penalty: 9883.025391
	Iteration 11Q: 3 clusters Score -591136.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -591172.187500 Penalty: 9883.025391
	Iteration 12Q: 3 clusters Score -591172.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -591212.625000 Penalty: 9883.025391
	Iteration 13Q: 3 clusters Score -591212.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -591223.312500 Penalty: 9883.025391
	Iteration 14Q: 3 clusters Score -591223.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -591229.375000 Penalty: 9883.025391
	Iteration 15Q: 3 clusters Score -591229.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -591240.875000 Penalty: 9883.025391
	Iteration 16Q: 3 clusters Score -591240.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -591251.750000 Penalty: 9883.025391
	Iteration 17Q: 3 clusters Score -591251.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -591278.625000 Penalty: 9883.025391
	Iteration 18Q: 3 clusters Score -591278.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -591295.062500 Penalty: 9883.025391
	Iteration 19Q: 3 clusters Score -591295.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -591317.312500 Penalty: 9883.025391
	Iteration 20F: 3 clusters Score -591317.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -591368.125000 Penalty: 9883.025391
	Iteration 21Q: 3 clusters Score -591368.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -591442.562500 Penalty: 9883.025391
	Iteration 22Q: 3 clusters Score -591442.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -591489.187500 Penalty: 9883.025391
	Iteration 23Q: 3 clusters Score -591489.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -591512.250000 Penalty: 9883.025391
	Iteration 24Q: 3 clusters Score -591512.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -591564.062500 Penalty: 9883.025391
	Iteration 25Q: 3 clusters Score -591564.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -591569.750000 Penalty: 9883.025391
	Iteration 26Q: 3 clusters Score -591569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -591569.125000 Penalty: 9883.025391
	Iteration 27Q: 3 clusters Score -591569.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -591569.125000 Penalty: 9883.025391
	Iteration 28F: 3 clusters Score -591569.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10159 members 
Mstep: Class 3 contains 37559 members 
Mstep: Class 4 contains 48896 members 
Mstep: Class 5 contains 53080 members 
Mstep: Class 6 contains 7822 members 
Mstep: Class 7 contains 119451 members 
Mstep: Class 8 contains 21997 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 869 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 13400 members 
Mstep: Class 14 contains 35904 members 
Mstep: Class 15 contains 11489 members 
Mstep: Class 16 contains 731 members 
Mstep: Class 17 contains 610 members 
Mstep: Class 18 contains 4841 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 13420 members 
Mstep: Class 21 contains 179450 members 
Mstep: Class 23 contains 26361 members 
Entering Unmasked Estep 
Score: -138146416.000000 Penalty: 179644.437500
Splitting cluster 17 changes total score from -138108192.000000 to -138146416.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 18 (4841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Entering Unmasked Estep 
Score: -1053652.500000 Penalty: 5196.986816
	Iteration 0F: 2 clusters Score -1053652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1046615.000000 Penalty: 10393.973633
	Iteration 0F: 3 clusters Score -1046615 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1047774.812500 Penalty: 10393.973633
	Iteration 1F: 3 clusters Score -1047775 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1048177.812500 Penalty: 10393.973633
	Iteration 2F: 3 clusters Score -1048178 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1048406.687500 Penalty: 10393.973633
	Iteration 3F: 3 clusters Score -1048407 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1048564.875000 Penalty: 10393.973633
	Iteration 4Q: 3 clusters Score -1048565 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1048678.625000 Penalty: 10393.973633
	Iteration 5Q: 3 clusters Score -1048679 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1048786.125000 Penalty: 10393.973633
	Iteration 6Q: 3 clusters Score -1048786 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1048876.625000 Penalty: 10393.973633
	Iteration 7Q: 3 clusters Score -1048877 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1048958.375000 Penalty: 10393.973633
	Iteration 8Q: 3 clusters Score -1048958 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1049051.375000 Penalty: 10393.973633
	Iteration 9Q: 3 clusters Score -1049051 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1049149.375000 Penalty: 10393.973633
	Iteration 10Q: 3 clusters Score -1049149 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1049230.000000 Penalty: 10393.973633
	Iteration 11Q: 3 clusters Score -1049230 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1049315.500000 Penalty: 10393.973633
	Iteration 12Q: 3 clusters Score -1049316 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1049409.375000 Penalty: 10393.973633
	Iteration 13Q: 3 clusters Score -1049409 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1049489.500000 Penalty: 10393.973633
	Iteration 14Q: 3 clusters Score -1049490 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1049569.500000 Penalty: 10393.973633
	Iteration 15Q: 3 clusters Score -1049570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1049651.625000 Penalty: 10393.973633
	Iteration 16Q: 3 clusters Score -1049652 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1049734.875000 Penalty: 10393.973633
	Iteration 17Q: 3 clusters Score -1049735 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1049823.625000 Penalty: 10393.973633
	Iteration 18Q: 3 clusters Score -1049824 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1049920.500000 Penalty: 10393.973633
	Iteration 19Q: 3 clusters Score -1049920 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1050026.500000 Penalty: 10393.973633
	Iteration 20F: 3 clusters Score -1050026 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1050173.125000 Penalty: 10393.973633
	Iteration 21Q: 3 clusters Score -1050173 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1050458.375000 Penalty: 10393.973633
	Iteration 22Q: 3 clusters Score -1050458 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1050885.125000 Penalty: 10393.973633
	Iteration 23Q: 3 clusters Score -1050885 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1051265.750000 Penalty: 10393.973633
	Iteration 24Q: 3 clusters Score -1051266 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1051466.750000 Penalty: 10393.973633
	Iteration 25Q: 3 clusters Score -1051467 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1051554.500000 Penalty: 10393.973633
	Iteration 26Q: 3 clusters Score -1051554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1051601.875000 Penalty: 10393.973633
	Iteration 27Q: 3 clusters Score -1051602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1051627.625000 Penalty: 10393.973633
	Iteration 28Q: 3 clusters Score -1051628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1051640.000000 Penalty: 10393.973633
	Iteration 29Q: 3 clusters Score -1051640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1051650.375000 Penalty: 10393.973633
	Iteration 30Q: 3 clusters Score -1051650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1051651.750000 Penalty: 10393.973633
	Iteration 31Q: 3 clusters Score -1051652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1051654.125000 Penalty: 10393.973633
	Iteration 32Q: 3 clusters Score -1051654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1051657.625000 Penalty: 10393.973633
	Iteration 33Q: 3 clusters Score -1051658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1051662.125000 Penalty: 10393.973633
	Iteration 34Q: 3 clusters Score -1051662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1051663.000000 Penalty: 10393.973633
	Iteration 35Q: 3 clusters Score -1051663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1051663.125000 Penalty: 10393.973633
	Iteration 36Q: 3 clusters Score -1051663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1051665.750000 Penalty: 10393.973633
	Iteration 37Q: 3 clusters Score -1051666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1051665.750000 Penalty: 10393.973633
	Iteration 38F: 3 clusters Score -1051666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Entering Unmasked Estep 
Score: -2900769.750000 Penalty: 5821.506836
	Iteration 0F: 2 clusters Score -2900770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2888417.250000 Penalty: 11643.013672
	Iteration 0F: 3 clusters Score -2888417 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2891451.000000 Penalty: 11643.013672
	Iteration 1F: 3 clusters Score -2891451 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2892214.500000 Penalty: 11643.013672
	Iteration 2F: 3 clusters Score -2892214 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2892814.000000 Penalty: 11643.013672
	Iteration 3F: 3 clusters Score -2892814 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2893389.000000 Penalty: 11643.013672
	Iteration 4F: 3 clusters Score -2893389 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2893945.250000 Penalty: 11643.013672
	Iteration 5F: 3 clusters Score -2893945 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2894435.250000 Penalty: 11643.013672
	Iteration 6Q: 3 clusters Score -2894435 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2894869.500000 Penalty: 11643.013672
	Iteration 7Q: 3 clusters Score -2894870 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2895261.500000 Penalty: 11643.013672
	Iteration 8Q: 3 clusters Score -2895262 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2895528.250000 Penalty: 11643.013672
	Iteration 9Q: 3 clusters Score -2895528 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2895782.500000 Penalty: 11643.013672
	Iteration 10Q: 3 clusters Score -2895782 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2896021.750000 Penalty: 11643.013672
	Iteration 11Q: 3 clusters Score -2896022 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2896196.000000 Penalty: 11643.013672
	Iteration 12Q: 3 clusters Score -2896196 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2896351.500000 Penalty: 11643.013672
	Iteration 13Q: 3 clusters Score -2896352 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2896487.750000 Penalty: 11643.013672
	Iteration 14Q: 3 clusters Score -2896488 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2896593.000000 Penalty: 11643.013672
	Iteration 15Q: 3 clusters Score -2896593 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2896689.750000 Penalty: 11643.013672
	Iteration 16Q: 3 clusters Score -2896690 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2896772.750000 Penalty: 11643.013672
	Iteration 17Q: 3 clusters Score -2896773 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2896833.000000 Penalty: 11643.013672
	Iteration 18Q: 3 clusters Score -2896833 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2896871.500000 Penalty: 11643.013672
	Iteration 19Q: 3 clusters Score -2896872 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2896915.000000 Penalty: 11643.013672
	Iteration 20F: 3 clusters Score -2896915 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2896948.500000 Penalty: 11643.013672
	Iteration 21Q: 3 clusters Score -2896948 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2896988.500000 Penalty: 11643.013672
	Iteration 22Q: 3 clusters Score -2896988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2897025.000000 Penalty: 11643.013672
	Iteration 23Q: 3 clusters Score -2897025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2897051.250000 Penalty: 11643.013672
	Iteration 24Q: 3 clusters Score -2897051 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2897068.500000 Penalty: 11643.013672
	Iteration 25Q: 3 clusters Score -2897068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2897089.500000 Penalty: 11643.013672
	Iteration 26Q: 3 clusters Score -2897090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2897096.750000 Penalty: 11643.013672
	Iteration 27Q: 3 clusters Score -2897097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2897097.250000 Penalty: 11643.013672
	Iteration 28Q: 3 clusters Score -2897097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2897110.750000 Penalty: 11643.013672
	Iteration 29Q: 3 clusters Score -2897111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2897116.500000 Penalty: 11643.013672
	Iteration 30Q: 3 clusters Score -2897116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2897121.750000 Penalty: 11643.013672
	Iteration 31Q: 3 clusters Score -2897122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2897124.750000 Penalty: 11643.013672
	Iteration 32Q: 3 clusters Score -2897125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2897135.500000 Penalty: 11643.013672
	Iteration 33Q: 3 clusters Score -2897136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2897140.750000 Penalty: 11643.013672
	Iteration 34Q: 3 clusters Score -2897141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2897146.500000 Penalty: 11643.013672
	Iteration 35Q: 3 clusters Score -2897146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2897154.500000 Penalty: 11643.013672
	Iteration 36Q: 3 clusters Score -2897154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2897164.750000 Penalty: 11643.013672
	Iteration 37Q: 3 clusters Score -2897165 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2897186.250000 Penalty: 11643.013672
	Iteration 38Q: 3 clusters Score -2897186 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2897211.250000 Penalty: 11643.013672
	Iteration 39Q: 3 clusters Score -2897211 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2897245.500000 Penalty: 11643.013672
	Iteration 40F: 3 clusters Score -2897246 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2897283.750000 Penalty: 11643.013672
	Iteration 41Q: 3 clusters Score -2897284 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2897365.500000 Penalty: 11643.013672
	Iteration 42Q: 3 clusters Score -2897366 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2897517.750000 Penalty: 11643.013672
	Iteration 43Q: 3 clusters Score -2897518 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2897823.500000 Penalty: 11643.013672
	Iteration 44Q: 3 clusters Score -2897824 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2898448.750000 Penalty: 11643.013672
	Iteration 45Q: 3 clusters Score -2898449 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2899083.750000 Penalty: 11643.013672
	Iteration 46Q: 3 clusters Score -2899084 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2899343.250000 Penalty: 11643.013672
	Iteration 47Q: 3 clusters Score -2899343 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2899489.750000 Penalty: 11643.013672
	Iteration 48Q: 3 clusters Score -2899490 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2899590.000000 Penalty: 11643.013672
	Iteration 49Q: 3 clusters Score -2899590 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2899693.750000 Penalty: 11643.013672
	Iteration 50Q: 3 clusters Score -2899694 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2899786.000000 Penalty: 11643.013672
	Iteration 51Q: 3 clusters Score -2899786 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2899907.500000 Penalty: 11643.013672
	Iteration 52Q: 3 clusters Score -2899908 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2900008.750000 Penalty: 11643.013672
	Iteration 53Q: 3 clusters Score -2900009 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2900131.500000 Penalty: 11643.013672
	Iteration 54Q: 3 clusters Score -2900132 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2900236.000000 Penalty: 11643.013672
	Iteration 55Q: 3 clusters Score -2900236 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2900354.250000 Penalty: 11643.013672
	Iteration 56Q: 3 clusters Score -2900354 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2900501.750000 Penalty: 11643.013672
	Iteration 57Q: 3 clusters Score -2900502 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2900705.500000 Penalty: 11643.013672
	Iteration 58Q: 3 clusters Score -2900706 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2901000.750000 Penalty: 11643.013672
	Iteration 59Q: 3 clusters Score -2901001 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2901554.250000 Penalty: 11643.013672
	Iteration 60F: 3 clusters Score -2901554 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2902499.500000 Penalty: 11643.013672
	Iteration 61Q: 3 clusters Score -2902500 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2903316.750000 Penalty: 11643.013672
	Iteration 62Q: 3 clusters Score -2903317 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2903641.000000 Penalty: 11643.013672
	Iteration 63Q: 3 clusters Score -2903641 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2903675.250000 Penalty: 11643.013672
	Iteration 64Q: 3 clusters Score -2903675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2903672.750000 Penalty: 11643.013672
	Iteration 65Q: 3 clusters Score -2903673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2903672.000000 Penalty: 11643.013672
	Iteration 66Q: 3 clusters Score -2903672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2903672.000000 Penalty: 11643.013672
	Iteration 67F: 3 clusters Score -2903672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10159 members 
Mstep: Class 3 contains 37559 members 
Mstep: Class 4 contains 48896 members 
Mstep: Class 5 contains 53080 members 
Mstep: Class 6 contains 7822 members 
Mstep: Class 7 contains 119451 members 
Mstep: Class 8 contains 21997 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 869 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 13400 members 
Mstep: Class 14 contains 35904 members 
Mstep: Class 15 contains 11489 members 
Mstep: Class 16 contains 731 members 
Mstep: Class 17 contains 610 members 
Mstep: Class 18 contains 4841 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 5362 members 
Mstep: Class 21 contains 179450 members 
Mstep: Class 22 contains 8058 members 
Mstep: Class 23 contains 26361 members 
Entering Unmasked Estep 
Score: -138146704.000000 Penalty: 187810.093750
Splitting cluster 20 changes total score from -138108192.000000 to -138146704.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 21 (179450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179450 members 
Entering Unmasked Estep 
Score: -40608416.000000 Penalty: 7409.811523
	Iteration 0F: 2 clusters Score -4.060842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89847 members 
Mstep: Class 2 contains 89603 members 
Entering Unmasked Estep 
Score: -40487344.000000 Penalty: 14819.623047
	Iteration 0F: 3 clusters Score -4.048734e+07 nChanged 83911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91040 members 
Mstep: Class 2 contains 88410 members 
Entering Unmasked Estep 
Score: -40535152.000000 Penalty: 14819.623047
	Iteration 1F: 3 clusters Score -4.053515e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91902 members 
Mstep: Class 2 contains 87548 members 
Entering Unmasked Estep 
Score: -40536468.000000 Penalty: 14819.623047
	Iteration 2Q: 3 clusters Score -4.053647e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93160 members 
Mstep: Class 2 contains 86290 members 
Entering Unmasked Estep 
Score: -40537648.000000 Penalty: 14819.623047
	Iteration 3Q: 3 clusters Score -4.053765e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95121 members 
Mstep: Class 2 contains 84329 members 
Entering Unmasked Estep 
Score: -40539184.000000 Penalty: 14819.623047
	Iteration 4Q: 3 clusters Score -4.053918e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97992 members 
Mstep: Class 2 contains 81458 members 
Entering Unmasked Estep 
Score: -40540792.000000 Penalty: 14819.623047
	Iteration 5Q: 3 clusters Score -4.054079e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101980 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -40543156.000000 Penalty: 14819.623047
	Iteration 6Q: 3 clusters Score -4.054316e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107779 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -40546492.000000 Penalty: 14819.623047
	Iteration 7Q: 3 clusters Score -4.054649e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115815 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -40551464.000000 Penalty: 14819.623047
	Iteration 8F: 3 clusters Score -4.055146e+07 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126137 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -40558436.000000 Penalty: 14819.623047
	Iteration 9F: 3 clusters Score -4.055844e+07 nChanged 12607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138548 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -40568144.000000 Penalty: 14819.623047
	Iteration 10F: 3 clusters Score -4.056814e+07 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151237 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -40579296.000000 Penalty: 14819.623047
	Iteration 11F: 3 clusters Score -4.05793e+07 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161983 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -40588840.000000 Penalty: 14819.623047
	Iteration 12F: 3 clusters Score -4.058884e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169104 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -40594964.000000 Penalty: 14819.623047
	Iteration 13Q: 3 clusters Score -4.059496e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173178 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -40598640.000000 Penalty: 14819.623047
	Iteration 14Q: 3 clusters Score -4.059864e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175318 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -40600084.000000 Penalty: 14819.623047
	Iteration 15Q: 3 clusters Score -4.060008e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176393 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -40600992.000000 Penalty: 14819.623047
	Iteration 16Q: 3 clusters Score -4.060099e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176965 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -40601508.000000 Penalty: 14819.623047
	Iteration 17Q: 3 clusters Score -4.060151e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177309 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -40601724.000000 Penalty: 14819.623047
	Iteration 18Q: 3 clusters Score -4.060172e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177502 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -40601920.000000 Penalty: 14819.623047
	Iteration 19Q: 3 clusters Score -4.060192e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177655 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -40602084.000000 Penalty: 14819.623047
	Iteration 20F: 3 clusters Score -4.060208e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177741 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -40602164.000000 Penalty: 14819.623047
	Iteration 21Q: 3 clusters Score -4.060216e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177799 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -40602180.000000 Penalty: 14819.623047
	Iteration 22Q: 3 clusters Score -4.060218e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177842 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -40602236.000000 Penalty: 14819.623047
	Iteration 23Q: 3 clusters Score -4.060224e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177890 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -40602268.000000 Penalty: 14819.623047
	Iteration 24Q: 3 clusters Score -4.060227e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177925 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -40602244.000000 Penalty: 14819.623047
	Iteration 25Q: 3 clusters Score -4.060224e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177965 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -40602288.000000 Penalty: 14819.623047
	Iteration 26Q: 3 clusters Score -4.060229e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177985 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -40602288.000000 Penalty: 14819.623047
	Iteration 27Q: 3 clusters Score -4.060229e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177999 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -40602308.000000 Penalty: 14819.623047
	Iteration 28Q: 3 clusters Score -4.060231e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178016 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -40602348.000000 Penalty: 14819.623047
	Iteration 29Q: 3 clusters Score -4.060235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178023 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -40602348.000000 Penalty: 14819.623047
	Iteration 30Q: 3 clusters Score -4.060235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178030 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -40602400.000000 Penalty: 14819.623047
	Iteration 31Q: 3 clusters Score -4.06024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178035 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -40602432.000000 Penalty: 14819.623047
	Iteration 32Q: 3 clusters Score -4.060243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178039 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -40602404.000000 Penalty: 14819.623047
	Iteration 33Q: 3 clusters Score -4.06024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178043 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -40602432.000000 Penalty: 14819.623047
	Iteration 34Q: 3 clusters Score -4.060243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178043 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -40602432.000000 Penalty: 14819.623047
	Iteration 35F: 3 clusters Score -4.060243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Entering Unmasked Estep 
Score: -6007456.500000 Penalty: 6235.029785
	Iteration 0F: 2 clusters Score -6007456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -5986927.000000 Penalty: 12470.059570
	Iteration 0F: 3 clusters Score -5986927 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -5992641.000000 Penalty: 12470.059570
	Iteration 1F: 3 clusters Score -5992641 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -5993396.500000 Penalty: 12470.059570
	Iteration 2F: 3 clusters Score -5993396 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -5993966.500000 Penalty: 12470.059570
	Iteration 3Q: 3 clusters Score -5993966 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -5994453.500000 Penalty: 12470.059570
	Iteration 4Q: 3 clusters Score -5994454 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -5994940.500000 Penalty: 12470.059570
	Iteration 5Q: 3 clusters Score -5994940 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -5995530.500000 Penalty: 12470.059570
	Iteration 6Q: 3 clusters Score -5995530 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -5996212.000000 Penalty: 12470.059570
	Iteration 7Q: 3 clusters Score -5996212 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -5997156.500000 Penalty: 12470.059570
	Iteration 8Q: 3 clusters Score -5997156 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -5998395.000000 Penalty: 12470.059570
	Iteration 9F: 3 clusters Score -5998395 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -5999745.500000 Penalty: 12470.059570
	Iteration 10F: 3 clusters Score -5999746 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -6000898.000000 Penalty: 12470.059570
	Iteration 11F: 3 clusters Score -6000898 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -6001750.500000 Penalty: 12470.059570
	Iteration 12Q: 3 clusters Score -6001750 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -6002446.000000 Penalty: 12470.059570
	Iteration 13Q: 3 clusters Score -6002446 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -6003028.000000 Penalty: 12470.059570
	Iteration 14Q: 3 clusters Score -6003028 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -6003457.000000 Penalty: 12470.059570
	Iteration 15Q: 3 clusters Score -6003457 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -6003793.000000 Penalty: 12470.059570
	Iteration 16Q: 3 clusters Score -6003793 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -6003956.000000 Penalty: 12470.059570
	Iteration 17Q: 3 clusters Score -6003956 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -6004082.000000 Penalty: 12470.059570
	Iteration 18Q: 3 clusters Score -6004082 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -6004145.500000 Penalty: 12470.059570
	Iteration 19Q: 3 clusters Score -6004146 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -6004202.500000 Penalty: 12470.059570
	Iteration 20F: 3 clusters Score -6004202 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -6004241.000000 Penalty: 12470.059570
	Iteration 21Q: 3 clusters Score -6004241 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -6004245.000000 Penalty: 12470.059570
	Iteration 22Q: 3 clusters Score -6004245 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -6004272.500000 Penalty: 12470.059570
	Iteration 23Q: 3 clusters Score -6004272 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -6004266.500000 Penalty: 12470.059570
	Iteration 24Q: 3 clusters Score -6004266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -6004294.000000 Penalty: 12470.059570
	Iteration 25Q: 3 clusters Score -6004294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -6004308.000000 Penalty: 12470.059570
	Iteration 26Q: 3 clusters Score -6004308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -6004285.500000 Penalty: 12470.059570
	Iteration 27Q: 3 clusters Score -6004286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -6004309.000000 Penalty: 12470.059570
	Iteration 28Q: 3 clusters Score -6004309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -6004298.500000 Penalty: 12470.059570
	Iteration 29Q: 3 clusters Score -6004298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -6004311.000000 Penalty: 12470.059570
	Iteration 30Q: 3 clusters Score -6004311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -6004306.000000 Penalty: 12470.059570
	Iteration 31Q: 3 clusters Score -6004306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -6004321.000000 Penalty: 12470.059570
	Iteration 32Q: 3 clusters Score -6004321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -6004335.500000 Penalty: 12470.059570
	Iteration 33Q: 3 clusters Score -6004336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -6004345.500000 Penalty: 12470.059570
	Iteration 34Q: 3 clusters Score -6004346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -6004355.000000 Penalty: 12470.059570
	Iteration 35Q: 3 clusters Score -6004355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -6004358.500000 Penalty: 12470.059570
	Iteration 36Q: 3 clusters Score -6004358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -6004368.000000 Penalty: 12470.059570
	Iteration 37Q: 3 clusters Score -6004368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -6004365.000000 Penalty: 12470.059570
	Iteration 38Q: 3 clusters Score -6004365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -6004378.000000 Penalty: 12470.059570
	Iteration 39Q: 3 clusters Score -6004378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -6004388.500000 Penalty: 12470.059570
	Iteration 40F: 3 clusters Score -6004388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -6004382.000000 Penalty: 12470.059570
	Iteration 41Q: 3 clusters Score -6004382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -6004377.000000 Penalty: 12470.059570
	Iteration 42Q: 3 clusters Score -6004377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -6004383.500000 Penalty: 12470.059570
	Iteration 43Q: 3 clusters Score -6004384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -6004380.000000 Penalty: 12470.059570
	Iteration 44Q: 3 clusters Score -6004380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -6004382.500000 Penalty: 12470.059570
	Iteration 45Q: 3 clusters Score -6004382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -6004383.500000 Penalty: 12470.059570
	Iteration 46Q: 3 clusters Score -6004384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -6004387.500000 Penalty: 12470.059570
	Iteration 47Q: 3 clusters Score -6004388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -6004394.000000 Penalty: 12470.059570
	Iteration 48Q: 3 clusters Score -6004394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -6004401.500000 Penalty: 12470.059570
	Iteration 49Q: 3 clusters Score -6004402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -6004410.500000 Penalty: 12470.059570
	Iteration 50Q: 3 clusters Score -6004410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -6004400.500000 Penalty: 12470.059570
	Iteration 51Q: 3 clusters Score -6004400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -6004404.000000 Penalty: 12470.059570
	Iteration 52Q: 3 clusters Score -6004404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -6004399.000000 Penalty: 12470.059570
	Iteration 53Q: 3 clusters Score -6004399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -6004395.500000 Penalty: 12470.059570
	Iteration 54Q: 3 clusters Score -6004396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -6004405.500000 Penalty: 12470.059570
	Iteration 55Q: 3 clusters Score -6004406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -6004406.000000 Penalty: 12470.059570
	Iteration 56Q: 3 clusters Score -6004406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -6004409.000000 Penalty: 12470.059570
	Iteration 57Q: 3 clusters Score -6004409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -6004393.500000 Penalty: 12470.059570
	Iteration 58Q: 3 clusters Score -6004394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -6004395.500000 Penalty: 12470.059570
	Iteration 59Q: 3 clusters Score -6004396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -6004403.000000 Penalty: 12470.059570
	Iteration 60F: 3 clusters Score -6004403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -6004400.000000 Penalty: 12470.059570
	Iteration 61Q: 3 clusters Score -6004400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -6004395.500000 Penalty: 12470.059570
	Iteration 62Q: 3 clusters Score -6004396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -6004392.000000 Penalty: 12470.059570
	Iteration 63Q: 3 clusters Score -6004392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -6004395.500000 Penalty: 12470.059570
	Iteration 64Q: 3 clusters Score -6004396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -6004407.000000 Penalty: 12470.059570
	Iteration 65Q: 3 clusters Score -6004407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -6004417.000000 Penalty: 12470.059570
	Iteration 66Q: 3 clusters Score -6004417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -6004419.000000 Penalty: 12470.059570
	Iteration 67Q: 3 clusters Score -6004419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -6004423.500000 Penalty: 12470.059570
	Iteration 68Q: 3 clusters Score -6004424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -6004418.000000 Penalty: 12470.059570
	Iteration 69Q: 3 clusters Score -6004418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -6004426.500000 Penalty: 12470.059570
	Iteration 70Q: 3 clusters Score -6004426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -6004423.000000 Penalty: 12470.059570
	Iteration 71Q: 3 clusters Score -6004423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -6004423.000000 Penalty: 12470.059570
	Iteration 72F: 3 clusters Score -6004423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10159 members 
Mstep: Class 4 contains 48896 members 
Mstep: Class 5 contains 53080 members 
Mstep: Class 7 contains 119451 members 
Mstep: Class 8 contains 21997 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 13400 members 
Mstep: Class 14 contains 35904 members 
Mstep: Class 15 contains 11489 members 
Mstep: Class 16 contains 731 members 
Mstep: Class 17 contains 610 members 
Mstep: Class 18 contains 4841 members 
Mstep: Class 20 contains 5362 members 
Mstep: Class 21 contains 179450 members 
Mstep: Class 23 contains 26361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138150864.000000 Penalty: 187810.093750
Iteration 39Q: 24 clusters Score -1.381509e+08 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 10224 members 
Mstep: Class 3 contains 37096 members 
Mstep: Class 4 contains 48599 members 
Mstep: Class 5 contains 52295 members 
Mstep: Class 6 contains 7889 members 
Mstep: Class 7 contains 119386 members 
Mstep: Class 8 contains 22052 members 
Mstep: Class 9 contains 10935 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 886 members 
Mstep: Class 12 contains 11391 members 
Mstep: Class 13 contains 13399 members 
Mstep: Class 14 contains 35850 members 
Mstep: Class 15 contains 11739 members 
Mstep: Class 16 contains 731 members 
Mstep: Class 17 contains 609 members 
Mstep: Class 18 contains 4878 members 
Mstep: Class 19 contains 2554 members 
Mstep: Class 20 contains 6132 members 
Mstep: Class 21 contains 179666 members 
Mstep: Class 22 contains 8075 members 
Mstep: Class 23 contains 26350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138169088.000000 Penalty: 187810.093750
Iteration 40F: 24 clusters Score -1.381691e+08 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 363 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 10192 members 
Mstep: Class 3 contains 36995 members 
Mstep: Class 4 contains 47959 members 
Mstep: Class 5 contains 51790 members 
Mstep: Class 6 contains 8382 members 
Mstep: Class 7 contains 118822 members 
Mstep: Class 8 contains 21882 members 
Mstep: Class 9 contains 10969 members 
Mstep: Class 10 contains 2069 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 11449 members 
Mstep: Class 13 contains 13371 members 
Mstep: Class 14 contains 35782 members 
Mstep: Class 15 contains 11769 members 
Mstep: Class 16 contains 733 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 4850 members 
Mstep: Class 19 contains 2545 members 
Mstep: Class 20 contains 6624 members 
Mstep: Class 21 contains 179464 members 
Mstep: Class 22 contains 9109 members 
Mstep: Class 23 contains 26175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138188208.000000 Penalty: 187810.093750
Iteration 41Q: 24 clusters Score -1.381882e+08 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 10182 members 
Mstep: Class 3 contains 36947 members 
Mstep: Class 4 contains 47477 members 
Mstep: Class 5 contains 51466 members 
Mstep: Class 6 contains 8724 members 
Mstep: Class 7 contains 118391 members 
Mstep: Class 8 contains 21802 members 
Mstep: Class 9 contains 11013 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 11538 members 
Mstep: Class 13 contains 13356 members 
Mstep: Class 14 contains 35697 members 
Mstep: Class 15 contains 11859 members 
Mstep: Class 16 contains 736 members 
Mstep: Class 17 contains 840 members 
Mstep: Class 18 contains 4846 members 
Mstep: Class 19 contains 2544 members 
Mstep: Class 20 contains 6939 members 
Mstep: Class 21 contains 179396 members 
Mstep: Class 22 contains 9702 members 
Mstep: Class 23 contains 26021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138189504.000000 Penalty: 187810.093750
Iteration 42Q: 24 clusters Score -1.381895e+08 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 10220 members 
Mstep: Class 3 contains 36906 members 
Mstep: Class 4 contains 47048 members 
Mstep: Class 5 contains 51229 members 
Mstep: Class 6 contains 9023 members 
Mstep: Class 7 contains 117979 members 
Mstep: Class 8 contains 21744 members 
Mstep: Class 9 contains 11042 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 13353 members 
Mstep: Class 14 contains 35618 members 
Mstep: Class 15 contains 11963 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 835 members 
Mstep: Class 18 contains 4836 members 
Mstep: Class 19 contains 2548 members 
Mstep: Class 20 contains 7173 members 
Mstep: Class 21 contains 179404 members 
Mstep: Class 22 contains 10110 members 
Mstep: Class 23 contains 25892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138190160.000000 Penalty: 187810.093750
Iteration 43Q: 24 clusters Score -1.381902e+08 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 10303 members 
Mstep: Class 3 contains 36887 members 
Mstep: Class 4 contains 46716 members 
Mstep: Class 5 contains 51070 members 
Mstep: Class 6 contains 9257 members 
Mstep: Class 7 contains 117585 members 
Mstep: Class 8 contains 21710 members 
Mstep: Class 9 contains 11056 members 
Mstep: Class 10 contains 2609 members 
Mstep: Class 11 contains 908 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 13349 members 
Mstep: Class 14 contains 35556 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 4840 members 
Mstep: Class 19 contains 2555 members 
Mstep: Class 20 contains 7331 members 
Mstep: Class 21 contains 179449 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 25778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138190688.000000 Penalty: 187810.093750
Iteration 44Q: 24 clusters Score -1.381907e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 10408 members 
Mstep: Class 3 contains 36870 members 
Mstep: Class 4 contains 46415 members 
Mstep: Class 5 contains 50960 members 
Mstep: Class 6 contains 9432 members 
Mstep: Class 7 contains 117196 members 
Mstep: Class 8 contains 21679 members 
Mstep: Class 9 contains 11071 members 
Mstep: Class 10 contains 2739 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 11853 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 35480 members 
Mstep: Class 15 contains 12160 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 4838 members 
Mstep: Class 19 contains 2558 members 
Mstep: Class 20 contains 7437 members 
Mstep: Class 21 contains 179528 members 
Mstep: Class 22 contains 10587 members 
Mstep: Class 23 contains 25669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138191312.000000 Penalty: 187810.093750
Iteration 45Q: 24 clusters Score -1.381913e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 10594 members 
Mstep: Class 3 contains 36849 members 
Mstep: Class 4 contains 46150 members 
Mstep: Class 5 contains 50877 members 
Mstep: Class 6 contains 9585 members 
Mstep: Class 7 contains 116781 members 
Mstep: Class 8 contains 21645 members 
Mstep: Class 9 contains 11082 members 
Mstep: Class 10 contains 2843 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 11971 members 
Mstep: Class 13 contains 13350 members 
Mstep: Class 14 contains 35399 members 
Mstep: Class 15 contains 12257 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 4832 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 7519 members 
Mstep: Class 21 contains 179605 members 
Mstep: Class 22 contains 10760 members 
Mstep: Class 23 contains 25577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138192224.000000 Penalty: 187810.093750
Iteration 46Q: 24 clusters Score -1.381922e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 10857 members 
Mstep: Class 3 contains 36835 members 
Mstep: Class 4 contains 45870 members 
Mstep: Class 5 contains 50814 members 
Mstep: Class 6 contains 9731 members 
Mstep: Class 7 contains 116343 members 
Mstep: Class 8 contains 21617 members 
Mstep: Class 9 contains 11089 members 
Mstep: Class 10 contains 2916 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 12111 members 
Mstep: Class 13 contains 13346 members 
Mstep: Class 14 contains 35334 members 
Mstep: Class 15 contains 12379 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 4825 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 21 contains 179661 members 
Mstep: Class 22 contains 10895 members 
Mstep: Class 23 contains 25480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138192208.000000 Penalty: 187810.093750
Iteration 47Q: 24 clusters Score -1.381922e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11208 members 
Mstep: Class 3 contains 36824 members 
Mstep: Class 4 contains 45608 members 
Mstep: Class 5 contains 50768 members 
Mstep: Class 6 contains 9866 members 
Mstep: Class 7 contains 115841 members 
Mstep: Class 8 contains 21579 members 
Mstep: Class 9 contains 11096 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 12248 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 35277 members 
Mstep: Class 15 contains 12487 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 7626 members 
Mstep: Class 21 contains 179724 members 
Mstep: Class 22 contains 11022 members 
Mstep: Class 23 contains 25379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138193024.000000 Penalty: 187810.093750
Iteration 48Q: 24 clusters Score -1.38193e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 11623 members 
Mstep: Class 3 contains 36814 members 
Mstep: Class 4 contains 45343 members 
Mstep: Class 5 contains 50740 members 
Mstep: Class 6 contains 9955 members 
Mstep: Class 7 contains 115309 members 
Mstep: Class 8 contains 21549 members 
Mstep: Class 9 contains 11106 members 
Mstep: Class 10 contains 3004 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 12409 members 
Mstep: Class 13 contains 13350 members 
Mstep: Class 14 contains 35224 members 
Mstep: Class 15 contains 12587 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 7653 members 
Mstep: Class 21 contains 179795 members 
Mstep: Class 22 contains 11121 members 
Mstep: Class 23 contains 25289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138193264.000000 Penalty: 187810.093750
Iteration 49Q: 24 clusters Score -1.381933e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 12067 members 
Mstep: Class 3 contains 36808 members 
Mstep: Class 4 contains 45048 members 
Mstep: Class 5 contains 50709 members 
Mstep: Class 6 contains 10030 members 
Mstep: Class 7 contains 114803 members 
Mstep: Class 8 contains 21540 members 
Mstep: Class 9 contains 11107 members 
Mstep: Class 10 contains 3029 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 12559 members 
Mstep: Class 13 contains 13349 members 
Mstep: Class 14 contains 35184 members 
Mstep: Class 15 contains 12699 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 4822 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 7684 members 
Mstep: Class 21 contains 179835 members 
Mstep: Class 22 contains 11210 members 
Mstep: Class 23 contains 25226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138193824.000000 Penalty: 187810.093750
Iteration 50Q: 24 clusters Score -1.381938e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 36807 members 
Mstep: Class 4 contains 44794 members 
Mstep: Class 5 contains 50697 members 
Mstep: Class 6 contains 10101 members 
Mstep: Class 7 contains 114198 members 
Mstep: Class 8 contains 21532 members 
Mstep: Class 9 contains 11118 members 
Mstep: Class 10 contains 3050 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 12718 members 
Mstep: Class 13 contains 13353 members 
Mstep: Class 14 contains 35144 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 179884 members 
Mstep: Class 22 contains 11279 members 
Mstep: Class 23 contains 25158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138194272.000000 Penalty: 187810.093750
Iteration 51Q: 24 clusters Score -1.381943e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 12993 members 
Mstep: Class 3 contains 36804 members 
Mstep: Class 4 contains 44516 members 
Mstep: Class 5 contains 50689 members 
Mstep: Class 6 contains 10159 members 
Mstep: Class 7 contains 113685 members 
Mstep: Class 8 contains 21531 members 
Mstep: Class 9 contains 11125 members 
Mstep: Class 10 contains 3062 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 12878 members 
Mstep: Class 13 contains 13354 members 
Mstep: Class 14 contains 35114 members 
Mstep: Class 15 contains 12962 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 4816 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 7705 members 
Mstep: Class 21 contains 179918 members 
Mstep: Class 22 contains 11338 members 
Mstep: Class 23 contains 25067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138194752.000000 Penalty: 187810.093750
Iteration 52Q: 24 clusters Score -1.381948e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 13381 members 
Mstep: Class 3 contains 36802 members 
Mstep: Class 4 contains 44223 members 
Mstep: Class 5 contains 50676 members 
Mstep: Class 6 contains 10200 members 
Mstep: Class 7 contains 113206 members 
Mstep: Class 8 contains 21520 members 
Mstep: Class 9 contains 11124 members 
Mstep: Class 10 contains 3067 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 13082 members 
Mstep: Class 13 contains 13354 members 
Mstep: Class 14 contains 35079 members 
Mstep: Class 15 contains 13105 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 4816 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 7716 members 
Mstep: Class 21 contains 179981 members 
Mstep: Class 22 contains 11391 members 
Mstep: Class 23 contains 24994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138195120.000000 Penalty: 187810.093750
Iteration 53Q: 24 clusters Score -1.381951e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 13728 members 
Mstep: Class 3 contains 36801 members 
Mstep: Class 4 contains 43900 members 
Mstep: Class 5 contains 50664 members 
Mstep: Class 6 contains 10243 members 
Mstep: Class 7 contains 112795 members 
Mstep: Class 8 contains 21513 members 
Mstep: Class 9 contains 11126 members 
Mstep: Class 10 contains 3078 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 13303 members 
Mstep: Class 13 contains 13355 members 
Mstep: Class 14 contains 35053 members 
Mstep: Class 15 contains 13261 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 4816 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 7727 members 
Mstep: Class 21 contains 179987 members 
Mstep: Class 22 contains 11449 members 
Mstep: Class 23 contains 24918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138195248.000000 Penalty: 187810.093750
Iteration 54Q: 24 clusters Score -1.381952e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 14043 members 
Mstep: Class 3 contains 36799 members 
Mstep: Class 4 contains 43550 members 
Mstep: Class 5 contains 50655 members 
Mstep: Class 6 contains 10291 members 
Mstep: Class 7 contains 112436 members 
Mstep: Class 8 contains 21501 members 
Mstep: Class 9 contains 11132 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 13543 members 
Mstep: Class 13 contains 13358 members 
Mstep: Class 14 contains 35033 members 
Mstep: Class 15 contains 13422 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 4816 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 7735 members 
Mstep: Class 21 contains 179977 members 
Mstep: Class 22 contains 11493 members 
Mstep: Class 23 contains 24850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138196064.000000 Penalty: 187810.093750
Iteration 55Q: 24 clusters Score -1.381961e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 14345 members 
Mstep: Class 3 contains 36797 members 
Mstep: Class 4 contains 43164 members 
Mstep: Class 5 contains 50651 members 
Mstep: Class 6 contains 10338 members 
Mstep: Class 7 contains 112061 members 
Mstep: Class 8 contains 21496 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 3089 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 13783 members 
Mstep: Class 13 contains 13360 members 
Mstep: Class 14 contains 35014 members 
Mstep: Class 15 contains 13618 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 4813 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 7737 members 
Mstep: Class 21 contains 179979 members 
Mstep: Class 22 contains 11549 members 
Mstep: Class 23 contains 24784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138196624.000000 Penalty: 187810.093750
Iteration 56Q: 24 clusters Score -1.381966e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 14577 members 
Mstep: Class 3 contains 36797 members 
Mstep: Class 4 contains 42772 members 
Mstep: Class 5 contains 50648 members 
Mstep: Class 6 contains 10395 members 
Mstep: Class 7 contains 111738 members 
Mstep: Class 8 contains 21496 members 
Mstep: Class 9 contains 11139 members 
Mstep: Class 10 contains 3098 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 14008 members 
Mstep: Class 13 contains 13360 members 
Mstep: Class 14 contains 34997 members 
Mstep: Class 15 contains 13828 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 4813 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 7739 members 
Mstep: Class 21 contains 179995 members 
Mstep: Class 22 contains 11613 members 
Mstep: Class 23 contains 24707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138197072.000000 Penalty: 187810.093750
Iteration 57Q: 24 clusters Score -1.381971e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 14797 members 
Mstep: Class 3 contains 36790 members 
Mstep: Class 4 contains 42366 members 
Mstep: Class 5 contains 50645 members 
Mstep: Class 6 contains 10436 members 
Mstep: Class 7 contains 111423 members 
Mstep: Class 8 contains 21495 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 14242 members 
Mstep: Class 13 contains 13359 members 
Mstep: Class 14 contains 34980 members 
Mstep: Class 15 contains 14081 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 7742 members 
Mstep: Class 21 contains 179997 members 
Mstep: Class 22 contains 11666 members 
Mstep: Class 23 contains 24638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138197360.000000 Penalty: 187810.093750
Iteration 58Q: 24 clusters Score -1.381974e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 14980 members 
Mstep: Class 3 contains 36786 members 
Mstep: Class 4 contains 41973 members 
Mstep: Class 5 contains 50643 members 
Mstep: Class 6 contains 10465 members 
Mstep: Class 7 contains 111158 members 
Mstep: Class 8 contains 21494 members 
Mstep: Class 9 contains 11152 members 
Mstep: Class 10 contains 3107 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 14489 members 
Mstep: Class 13 contains 13363 members 
Mstep: Class 14 contains 34965 members 
Mstep: Class 15 contains 14312 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 4815 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 7744 members 
Mstep: Class 21 contains 180007 members 
Mstep: Class 22 contains 11707 members 
Mstep: Class 23 contains 24556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138197408.000000 Penalty: 187810.093750
Iteration 59Q: 24 clusters Score -1.381974e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 15129 members 
Mstep: Class 3 contains 36783 members 
Mstep: Class 4 contains 41613 members 
Mstep: Class 5 contains 50640 members 
Mstep: Class 6 contains 10496 members 
Mstep: Class 7 contains 110964 members 
Mstep: Class 8 contains 21495 members 
Mstep: Class 9 contains 11152 members 
Mstep: Class 10 contains 3116 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 14694 members 
Mstep: Class 13 contains 13366 members 
Mstep: Class 14 contains 34950 members 
Mstep: Class 15 contains 14512 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 4815 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 7746 members 
Mstep: Class 21 contains 180006 members 
Mstep: Class 22 contains 11764 members 
Mstep: Class 23 contains 24471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138215360.000000 Penalty: 187810.093750
Iteration 60F: 24 clusters Score -1.382154e+08 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 15840 members 
Mstep: Class 3 contains 36789 members 
Mstep: Class 4 contains 41258 members 
Mstep: Class 5 contains 50640 members 
Mstep: Class 6 contains 10520 members 
Mstep: Class 7 contains 110297 members 
Mstep: Class 8 contains 21492 members 
Mstep: Class 9 contains 11146 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 14884 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 34939 members 
Mstep: Class 15 contains 14737 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 1031 members 
Mstep: Class 18 contains 4814 members 
Mstep: Class 19 contains 2563 members 
Mstep: Class 20 contains 7746 members 
Mstep: Class 21 contains 179922 members 
Mstep: Class 22 contains 11805 members 
Mstep: Class 23 contains 24378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138226896.000000 Penalty: 187810.093750
Iteration 61Q: 24 clusters Score -1.382269e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 16601 members 
Mstep: Class 3 contains 36788 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 50640 members 
Mstep: Class 6 contains 10559 members 
Mstep: Class 7 contains 109542 members 
Mstep: Class 8 contains 21495 members 
Mstep: Class 9 contains 11140 members 
Mstep: Class 10 contains 3134 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15038 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34919 members 
Mstep: Class 15 contains 14951 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 4809 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 7747 members 
Mstep: Class 21 contains 179874 members 
Mstep: Class 22 contains 11840 members 
Mstep: Class 23 contains 24262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138227296.000000 Penalty: 187810.093750
Iteration 62Q: 24 clusters Score -1.382273e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 17290 members 
Mstep: Class 3 contains 36788 members 
Mstep: Class 4 contains 40712 members 
Mstep: Class 5 contains 50638 members 
Mstep: Class 6 contains 10601 members 
Mstep: Class 7 contains 108820 members 
Mstep: Class 8 contains 21493 members 
Mstep: Class 9 contains 11149 members 
Mstep: Class 10 contains 3139 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15157 members 
Mstep: Class 13 contains 13379 members 
Mstep: Class 14 contains 34897 members 
Mstep: Class 15 contains 15155 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 1005 members 
Mstep: Class 18 contains 4809 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 7748 members 
Mstep: Class 21 contains 179884 members 
Mstep: Class 22 contains 11875 members 
Mstep: Class 23 contains 24170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138227856.000000 Penalty: 187810.093750
Iteration 63Q: 24 clusters Score -1.382279e+08 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 17892 members 
Mstep: Class 3 contains 36794 members 
Mstep: Class 4 contains 40482 members 
Mstep: Class 5 contains 50635 members 
Mstep: Class 6 contains 10651 members 
Mstep: Class 7 contains 108133 members 
Mstep: Class 8 contains 21500 members 
Mstep: Class 9 contains 11153 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15281 members 
Mstep: Class 13 contains 13380 members 
Mstep: Class 14 contains 34873 members 
Mstep: Class 15 contains 15335 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 1002 members 
Mstep: Class 18 contains 4809 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 7751 members 
Mstep: Class 21 contains 179885 members 
Mstep: Class 22 contains 11913 members 
Mstep: Class 23 contains 24084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138228320.000000 Penalty: 187810.093750
Iteration 64Q: 24 clusters Score -1.382283e+08 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 18394 members 
Mstep: Class 3 contains 36794 members 
Mstep: Class 4 contains 40292 members 
Mstep: Class 5 contains 50631 members 
Mstep: Class 6 contains 10696 members 
Mstep: Class 7 contains 107562 members 
Mstep: Class 8 contains 21498 members 
Mstep: Class 9 contains 11159 members 
Mstep: Class 10 contains 3168 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15401 members 
Mstep: Class 13 contains 13379 members 
Mstep: Class 14 contains 34860 members 
Mstep: Class 15 contains 15496 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 2600 members 
Mstep: Class 20 contains 7755 members 
Mstep: Class 21 contains 179860 members 
Mstep: Class 22 contains 11952 members 
Mstep: Class 23 contains 24001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138228560.000000 Penalty: 187810.093750
Iteration 65Q: 24 clusters Score -1.382286e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 18829 members 
Mstep: Class 3 contains 36794 members 
Mstep: Class 4 contains 40180 members 
Mstep: Class 5 contains 50627 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 107066 members 
Mstep: Class 8 contains 21499 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 3182 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15486 members 
Mstep: Class 13 contains 13380 members 
Mstep: Class 14 contains 34841 members 
Mstep: Class 15 contains 15625 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 1000 members 
Mstep: Class 18 contains 4803 members 
Mstep: Class 19 contains 2601 members 
Mstep: Class 20 contains 7757 members 
Mstep: Class 21 contains 179839 members 
Mstep: Class 22 contains 11983 members 
Mstep: Class 23 contains 23906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138228896.000000 Penalty: 187810.093750
Iteration 66Q: 24 clusters Score -1.382289e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 19202 members 
Mstep: Class 3 contains 36790 members 
Mstep: Class 4 contains 40085 members 
Mstep: Class 5 contains 50625 members 
Mstep: Class 6 contains 10774 members 
Mstep: Class 7 contains 106631 members 
Mstep: Class 8 contains 21497 members 
Mstep: Class 9 contains 11168 members 
Mstep: Class 10 contains 3192 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15559 members 
Mstep: Class 13 contains 13382 members 
Mstep: Class 14 contains 34831 members 
Mstep: Class 15 contains 15748 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 4803 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 7759 members 
Mstep: Class 21 contains 179821 members 
Mstep: Class 22 contains 12011 members 
Mstep: Class 23 contains 23821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138229072.000000 Penalty: 187810.093750
Iteration 67Q: 24 clusters Score -1.382291e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 19519 members 
Mstep: Class 3 contains 36781 members 
Mstep: Class 4 contains 40010 members 
Mstep: Class 5 contains 50623 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 106247 members 
Mstep: Class 8 contains 21505 members 
Mstep: Class 9 contains 11170 members 
Mstep: Class 10 contains 3200 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 13384 members 
Mstep: Class 14 contains 34820 members 
Mstep: Class 15 contains 15860 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 7761 members 
Mstep: Class 21 contains 179805 members 
Mstep: Class 22 contains 12035 members 
Mstep: Class 23 contains 23736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138229088.000000 Penalty: 187810.093750
Iteration 68Q: 24 clusters Score -1.382291e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 19793 members 
Mstep: Class 3 contains 36779 members 
Mstep: Class 4 contains 39962 members 
Mstep: Class 5 contains 50621 members 
Mstep: Class 6 contains 10829 members 
Mstep: Class 7 contains 105943 members 
Mstep: Class 8 contains 21503 members 
Mstep: Class 9 contains 11175 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15688 members 
Mstep: Class 13 contains 13385 members 
Mstep: Class 14 contains 34807 members 
Mstep: Class 15 contains 15945 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 4803 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 7763 members 
Mstep: Class 21 contains 179781 members 
Mstep: Class 22 contains 12061 members 
Mstep: Class 23 contains 23662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138229104.000000 Penalty: 187810.093750
Iteration 69Q: 24 clusters Score -1.382291e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 20019 members 
Mstep: Class 3 contains 36777 members 
Mstep: Class 4 contains 39922 members 
Mstep: Class 5 contains 50618 members 
Mstep: Class 6 contains 10842 members 
Mstep: Class 7 contains 105662 members 
Mstep: Class 8 contains 21508 members 
Mstep: Class 9 contains 11179 members 
Mstep: Class 10 contains 3211 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15733 members 
Mstep: Class 13 contains 13387 members 
Mstep: Class 14 contains 34798 members 
Mstep: Class 15 contains 16021 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179771 members 
Mstep: Class 22 contains 12084 members 
Mstep: Class 23 contains 23604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138229408.000000 Penalty: 187810.093750
Iteration 70Q: 24 clusters Score -1.382294e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 20213 members 
Mstep: Class 3 contains 36778 members 
Mstep: Class 4 contains 39904 members 
Mstep: Class 5 contains 50617 members 
Mstep: Class 6 contains 10852 members 
Mstep: Class 7 contains 105408 members 
Mstep: Class 8 contains 21508 members 
Mstep: Class 9 contains 11181 members 
Mstep: Class 10 contains 3218 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15758 members 
Mstep: Class 13 contains 13386 members 
Mstep: Class 14 contains 34788 members 
Mstep: Class 15 contains 16078 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179786 members 
Mstep: Class 22 contains 12100 members 
Mstep: Class 23 contains 23562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138229520.000000 Penalty: 187810.093750
Iteration 71Q: 24 clusters Score -1.382295e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 20359 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39883 members 
Mstep: Class 5 contains 50617 members 
Mstep: Class 6 contains 10864 members 
Mstep: Class 7 contains 105203 members 
Mstep: Class 8 contains 21504 members 
Mstep: Class 9 contains 11190 members 
Mstep: Class 10 contains 3224 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15778 members 
Mstep: Class 13 contains 13385 members 
Mstep: Class 14 contains 34780 members 
Mstep: Class 15 contains 16125 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179811 members 
Mstep: Class 22 contains 12118 members 
Mstep: Class 23 contains 23526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138229696.000000 Penalty: 187810.093750
Iteration 72Q: 24 clusters Score -1.382297e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 20488 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39851 members 
Mstep: Class 5 contains 50616 members 
Mstep: Class 6 contains 10882 members 
Mstep: Class 7 contains 105018 members 
Mstep: Class 8 contains 21510 members 
Mstep: Class 9 contains 11189 members 
Mstep: Class 10 contains 3229 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15801 members 
Mstep: Class 13 contains 13385 members 
Mstep: Class 14 contains 34766 members 
Mstep: Class 15 contains 16177 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179837 members 
Mstep: Class 22 contains 12134 members 
Mstep: Class 23 contains 23485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138229712.000000 Penalty: 187810.093750
Iteration 73Q: 24 clusters Score -1.382297e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 20579 members 
Mstep: Class 3 contains 36772 members 
Mstep: Class 4 contains 39832 members 
Mstep: Class 5 contains 50616 members 
Mstep: Class 6 contains 10901 members 
Mstep: Class 7 contains 104859 members 
Mstep: Class 8 contains 21511 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 3235 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15833 members 
Mstep: Class 13 contains 13385 members 
Mstep: Class 14 contains 34749 members 
Mstep: Class 15 contains 16213 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179856 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 23462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138229664.000000 Penalty: 187810.093750
Iteration 74Q: 24 clusters Score -1.382297e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 20648 members 
Mstep: Class 3 contains 36772 members 
Mstep: Class 4 contains 39822 members 
Mstep: Class 5 contains 50616 members 
Mstep: Class 6 contains 10919 members 
Mstep: Class 7 contains 104727 members 
Mstep: Class 8 contains 21513 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 3240 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15858 members 
Mstep: Class 13 contains 13385 members 
Mstep: Class 14 contains 34739 members 
Mstep: Class 15 contains 16247 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 4806 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179866 members 
Mstep: Class 22 contains 12156 members 
Mstep: Class 23 contains 23437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138229664.000000 Penalty: 187810.093750
Iteration 75Q: 24 clusters Score -1.382297e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 20713 members 
Mstep: Class 3 contains 36771 members 
Mstep: Class 4 contains 39820 members 
Mstep: Class 5 contains 50616 members 
Mstep: Class 6 contains 10934 members 
Mstep: Class 7 contains 104616 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 3245 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15876 members 
Mstep: Class 13 contains 13384 members 
Mstep: Class 14 contains 34735 members 
Mstep: Class 15 contains 16285 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 4807 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179862 members 
Mstep: Class 22 contains 12163 members 
Mstep: Class 23 contains 23412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138229632.000000 Penalty: 187810.093750
Iteration 76Q: 24 clusters Score -1.382296e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 20757 members 
Mstep: Class 3 contains 36772 members 
Mstep: Class 4 contains 39817 members 
Mstep: Class 5 contains 50616 members 
Mstep: Class 6 contains 10951 members 
Mstep: Class 7 contains 104507 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 11197 members 
Mstep: Class 10 contains 3250 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15895 members 
Mstep: Class 13 contains 13384 members 
Mstep: Class 14 contains 34725 members 
Mstep: Class 15 contains 16313 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 4809 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179878 members 
Mstep: Class 22 contains 12173 members 
Mstep: Class 23 contains 23391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138229712.000000 Penalty: 187810.093750
Iteration 77Q: 24 clusters Score -1.382297e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 20806 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39808 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 104405 members 
Mstep: Class 8 contains 21523 members 
Mstep: Class 9 contains 11199 members 
Mstep: Class 10 contains 3252 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15922 members 
Mstep: Class 13 contains 13384 members 
Mstep: Class 14 contains 34721 members 
Mstep: Class 15 contains 16334 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179881 members 
Mstep: Class 22 contains 12177 members 
Mstep: Class 23 contains 23377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138229936.000000 Penalty: 187810.093750
Iteration 78Q: 24 clusters Score -1.382299e+08 nChanged 227
Entering ConstructFrom: 
Score: -138229936.000000 Penalty: 187810.093750
Entering ConstructFrom: 
Trying to split cluster 1 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -709942.562500 Penalty: 4966.347168
	Iteration 0F: 2 clusters Score -709942.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -704060.375000 Penalty: 9932.694336
	Iteration 0F: 3 clusters Score -704060.4 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -705151.687500 Penalty: 9932.694336
	Iteration 1F: 3 clusters Score -705151.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -705652.750000 Penalty: 9932.694336
	Iteration 2F: 3 clusters Score -705652.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -705954.312500 Penalty: 9932.694336
	Iteration 3F: 3 clusters Score -705954.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -706212.750000 Penalty: 9932.694336
	Iteration 4Q: 3 clusters Score -706212.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -706472.500000 Penalty: 9932.694336
	Iteration 5Q: 3 clusters Score -706472.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -706729.437500 Penalty: 9932.694336
	Iteration 6Q: 3 clusters Score -706729.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -706933.687500 Penalty: 9932.694336
	Iteration 7Q: 3 clusters Score -706933.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -707102.937500 Penalty: 9932.694336
	Iteration 8Q: 3 clusters Score -707102.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -707259.687500 Penalty: 9932.694336
	Iteration 9Q: 3 clusters Score -707259.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -707367.000000 Penalty: 9932.694336
	Iteration 10Q: 3 clusters Score -707367 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -707465.875000 Penalty: 9932.694336
	Iteration 11Q: 3 clusters Score -707465.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -707584.187500 Penalty: 9932.694336
	Iteration 12Q: 3 clusters Score -707584.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -707746.625000 Penalty: 9932.694336
	Iteration 13Q: 3 clusters Score -707746.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -707920.250000 Penalty: 9932.694336
	Iteration 14Q: 3 clusters Score -707920.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -708090.937500 Penalty: 9932.694336
	Iteration 15Q: 3 clusters Score -708090.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -708183.750000 Penalty: 9932.694336
	Iteration 16Q: 3 clusters Score -708183.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -708301.125000 Penalty: 9932.694336
	Iteration 17Q: 3 clusters Score -708301.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -708483.187500 Penalty: 9932.694336
	Iteration 18Q: 3 clusters Score -708483.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -708804.625000 Penalty: 9932.694336
	Iteration 19Q: 3 clusters Score -708804.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -709243.000000 Penalty: 9932.694336
	Iteration 20F: 3 clusters Score -709243 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -709564.000000 Penalty: 9932.694336
	Iteration 21Q: 3 clusters Score -709564 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -709684.250000 Penalty: 9932.694336
	Iteration 22Q: 3 clusters Score -709684.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -709730.250000 Penalty: 9932.694336
	Iteration 23Q: 3 clusters Score -709730.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -709755.437500 Penalty: 9932.694336
	Iteration 24Q: 3 clusters Score -709755.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -709765.375000 Penalty: 9932.694336
	Iteration 25Q: 3 clusters Score -709765.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -709770.750000 Penalty: 9932.694336
	Iteration 26Q: 3 clusters Score -709770.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -709772.250000 Penalty: 9932.694336
	Iteration 27Q: 3 clusters Score -709772.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -709773.437500 Penalty: 9932.694336
	Iteration 28Q: 3 clusters Score -709773.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -709773.250000 Penalty: 9932.694336
	Iteration 29Q: 3 clusters Score -709773.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -709773.250000 Penalty: 9932.694336
	Iteration 30F: 3 clusters Score -709773.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Entering Unmasked Estep 
Score: -4761942.000000 Penalty: 6091.085449
	Iteration 0F: 2 clusters Score -4761942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -4744955.000000 Penalty: 12182.170898
	Iteration 0F: 3 clusters Score -4744955 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -4749347.500000 Penalty: 12182.170898
	Iteration 1F: 3 clusters Score -4749348 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -4749956.500000 Penalty: 12182.170898
	Iteration 2F: 3 clusters Score -4749956 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -4750430.000000 Penalty: 12182.170898
	Iteration 3F: 3 clusters Score -4750430 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -4750805.500000 Penalty: 12182.170898
	Iteration 4Q: 3 clusters Score -4750806 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -4751112.000000 Penalty: 12182.170898
	Iteration 5Q: 3 clusters Score -4751112 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -4751365.500000 Penalty: 12182.170898
	Iteration 6Q: 3 clusters Score -4751366 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -4751614.000000 Penalty: 12182.170898
	Iteration 7Q: 3 clusters Score -4751614 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -4751891.500000 Penalty: 12182.170898
	Iteration 8Q: 3 clusters Score -4751892 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -4752205.000000 Penalty: 12182.170898
	Iteration 9Q: 3 clusters Score -4752205 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -4752567.500000 Penalty: 12182.170898
	Iteration 10Q: 3 clusters Score -4752568 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -4752972.000000 Penalty: 12182.170898
	Iteration 11Q: 3 clusters Score -4752972 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -4753453.500000 Penalty: 12182.170898
	Iteration 12Q: 3 clusters Score -4753454 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -4754036.000000 Penalty: 12182.170898
	Iteration 13Q: 3 clusters Score -4754036 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -4754621.500000 Penalty: 12182.170898
	Iteration 14Q: 3 clusters Score -4754622 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -4755108.500000 Penalty: 12182.170898
	Iteration 15Q: 3 clusters Score -4755108 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -4755471.000000 Penalty: 12182.170898
	Iteration 16Q: 3 clusters Score -4755471 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -4755788.500000 Penalty: 12182.170898
	Iteration 17Q: 3 clusters Score -4755788 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -4756008.500000 Penalty: 12182.170898
	Iteration 18Q: 3 clusters Score -4756008 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -4756199.000000 Penalty: 12182.170898
	Iteration 19Q: 3 clusters Score -4756199 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -4756299.000000 Penalty: 12182.170898
	Iteration 20F: 3 clusters Score -4756299 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -4756372.500000 Penalty: 12182.170898
	Iteration 21Q: 3 clusters Score -4756372 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -4756419.000000 Penalty: 12182.170898
	Iteration 22Q: 3 clusters Score -4756419 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -4756471.000000 Penalty: 12182.170898
	Iteration 23Q: 3 clusters Score -4756471 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4756519.500000 Penalty: 12182.170898
	Iteration 24Q: 3 clusters Score -4756520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4756550.500000 Penalty: 12182.170898
	Iteration 25Q: 3 clusters Score -4756550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -4756571.000000 Penalty: 12182.170898
	Iteration 26Q: 3 clusters Score -4756571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -4756587.000000 Penalty: 12182.170898
	Iteration 27Q: 3 clusters Score -4756587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -4756599.500000 Penalty: 12182.170898
	Iteration 28Q: 3 clusters Score -4756600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -4756608.500000 Penalty: 12182.170898
	Iteration 29Q: 3 clusters Score -4756608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -4756628.000000 Penalty: 12182.170898
	Iteration 30Q: 3 clusters Score -4756628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -4756640.500000 Penalty: 12182.170898
	Iteration 31Q: 3 clusters Score -4756640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -4756639.000000 Penalty: 12182.170898
	Iteration 32Q: 3 clusters Score -4756639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -4756645.000000 Penalty: 12182.170898
	Iteration 33Q: 3 clusters Score -4756645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -4756653.500000 Penalty: 12182.170898
	Iteration 34Q: 3 clusters Score -4756654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -4756657.500000 Penalty: 12182.170898
	Iteration 35Q: 3 clusters Score -4756658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -4756665.000000 Penalty: 12182.170898
	Iteration 36Q: 3 clusters Score -4756665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -4756661.000000 Penalty: 12182.170898
	Iteration 37Q: 3 clusters Score -4756661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -4756665.500000 Penalty: 12182.170898
	Iteration 38Q: 3 clusters Score -4756666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -4756665.500000 Penalty: 12182.170898
	Iteration 39F: 3 clusters Score -4756666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Entering Unmasked Estep 
Score: -8383385.000000 Penalty: 6438.917969
	Iteration 0F: 2 clusters Score -8383385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -8356276.000000 Penalty: 12877.835938
	Iteration 0F: 3 clusters Score -8356276 nChanged 15801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -8364555.500000 Penalty: 12877.835938
	Iteration 1F: 3 clusters Score -8364556 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -8365214.000000 Penalty: 12877.835938
	Iteration 2F: 3 clusters Score -8365214 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -8365765.500000 Penalty: 12877.835938
	Iteration 3Q: 3 clusters Score -8365766 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -8366165.000000 Penalty: 12877.835938
	Iteration 4Q: 3 clusters Score -8366165 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -8366466.000000 Penalty: 12877.835938
	Iteration 5Q: 3 clusters Score -8366466 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -8366721.000000 Penalty: 12877.835938
	Iteration 6Q: 3 clusters Score -8366721 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -8366946.500000 Penalty: 12877.835938
	Iteration 7Q: 3 clusters Score -8366946 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -8367150.500000 Penalty: 12877.835938
	Iteration 8Q: 3 clusters Score -8367150 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -8367336.000000 Penalty: 12877.835938
	Iteration 9Q: 3 clusters Score -8367336 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -8367500.500000 Penalty: 12877.835938
	Iteration 10Q: 3 clusters Score -8367500 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -8367604.500000 Penalty: 12877.835938
	Iteration 11Q: 3 clusters Score -8367604 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -8367790.000000 Penalty: 12877.835938
	Iteration 12Q: 3 clusters Score -8367790 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -8367907.000000 Penalty: 12877.835938
	Iteration 13Q: 3 clusters Score -8367907 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -8368137.000000 Penalty: 12877.835938
	Iteration 14Q: 3 clusters Score -8368137 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -8368309.500000 Penalty: 12877.835938
	Iteration 15Q: 3 clusters Score -8368310 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -8368486.500000 Penalty: 12877.835938
	Iteration 16Q: 3 clusters Score -8368486 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -8368667.500000 Penalty: 12877.835938
	Iteration 17Q: 3 clusters Score -8368668 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -8368918.500000 Penalty: 12877.835938
	Iteration 18Q: 3 clusters Score -8368918 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -8369209.500000 Penalty: 12877.835938
	Iteration 19Q: 3 clusters Score -8369210 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -8369644.500000 Penalty: 12877.835938
	Iteration 20F: 3 clusters Score -8369644 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -8370227.500000 Penalty: 12877.835938
	Iteration 21Q: 3 clusters Score -8370228 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -8371028.500000 Penalty: 12877.835938
	Iteration 22Q: 3 clusters Score -8371028 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -8372062.000000 Penalty: 12877.835938
	Iteration 23Q: 3 clusters Score -8372062 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -8373368.000000 Penalty: 12877.835938
	Iteration 24Q: 3 clusters Score -8373368 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -8374574.000000 Penalty: 12877.835938
	Iteration 25Q: 3 clusters Score -8374574 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -8375632.500000 Penalty: 12877.835938
	Iteration 26Q: 3 clusters Score -8375632 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -8376278.500000 Penalty: 12877.835938
	Iteration 27Q: 3 clusters Score -8376278 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -8376743.500000 Penalty: 12877.835938
	Iteration 28Q: 3 clusters Score -8376744 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8377072.500000 Penalty: 12877.835938
	Iteration 29Q: 3 clusters Score -8377072 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8377262.500000 Penalty: 12877.835938
	Iteration 30Q: 3 clusters Score -8377262 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8377424.500000 Penalty: 12877.835938
	Iteration 31Q: 3 clusters Score -8377424 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8377550.000000 Penalty: 12877.835938
	Iteration 32Q: 3 clusters Score -8377550 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8377652.500000 Penalty: 12877.835938
	Iteration 33Q: 3 clusters Score -8377652 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8377731.500000 Penalty: 12877.835938
	Iteration 34Q: 3 clusters Score -8377732 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8377776.000000 Penalty: 12877.835938
	Iteration 35Q: 3 clusters Score -8377776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8377796.000000 Penalty: 12877.835938
	Iteration 36Q: 3 clusters Score -8377796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8377808.000000 Penalty: 12877.835938
	Iteration 37Q: 3 clusters Score -8377808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8377829.000000 Penalty: 12877.835938
	Iteration 38Q: 3 clusters Score -8377829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8377865.000000 Penalty: 12877.835938
	Iteration 39Q: 3 clusters Score -8377865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8377888.500000 Penalty: 12877.835938
	Iteration 40F: 3 clusters Score -8377888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8377891.000000 Penalty: 12877.835938
	Iteration 41Q: 3 clusters Score -8377891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8377900.000000 Penalty: 12877.835938
	Iteration 42Q: 3 clusters Score -8377900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8377907.500000 Penalty: 12877.835938
	Iteration 43Q: 3 clusters Score -8377908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8377904.000000 Penalty: 12877.835938
	Iteration 44Q: 3 clusters Score -8377904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8377921.500000 Penalty: 12877.835938
	Iteration 45Q: 3 clusters Score -8377922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8377923.500000 Penalty: 12877.835938
	Iteration 46Q: 3 clusters Score -8377924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8377928.500000 Penalty: 12877.835938
	Iteration 47Q: 3 clusters Score -8377928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8377932.500000 Penalty: 12877.835938
	Iteration 48Q: 3 clusters Score -8377932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8377937.500000 Penalty: 12877.835938
	Iteration 49Q: 3 clusters Score -8377938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8377928.000000 Penalty: 12877.835938
	Iteration 50Q: 3 clusters Score -8377928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8377939.000000 Penalty: 12877.835938
	Iteration 51Q: 3 clusters Score -8377939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8377936.000000 Penalty: 12877.835938
	Iteration 52Q: 3 clusters Score -8377936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8377929.000000 Penalty: 12877.835938
	Iteration 53Q: 3 clusters Score -8377929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8377929.000000 Penalty: 12877.835938
	Iteration 54F: 3 clusters Score -8377929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Entering Unmasked Estep 
Score: -9033682.000000 Penalty: 6487.383789
	Iteration 0F: 2 clusters Score -9033682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -9004508.000000 Penalty: 12974.767578
	Iteration 0F: 3 clusters Score -9004508 nChanged 17183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -9013675.000000 Penalty: 12974.767578
	Iteration 1F: 3 clusters Score -9013675 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -9014506.000000 Penalty: 12974.767578
	Iteration 2F: 3 clusters Score -9014506 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -9015232.000000 Penalty: 12974.767578
	Iteration 3Q: 3 clusters Score -9015232 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -9015941.000000 Penalty: 12974.767578
	Iteration 4Q: 3 clusters Score -9015941 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -9016882.000000 Penalty: 12974.767578
	Iteration 5Q: 3 clusters Score -9016882 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -9017952.000000 Penalty: 12974.767578
	Iteration 6Q: 3 clusters Score -9017952 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -9019412.000000 Penalty: 12974.767578
	Iteration 7F: 3 clusters Score -9019412 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -9021416.000000 Penalty: 12974.767578
	Iteration 8F: 3 clusters Score -9021416 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -9023543.000000 Penalty: 12974.767578
	Iteration 9F: 3 clusters Score -9023543 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -9025323.000000 Penalty: 12974.767578
	Iteration 10F: 3 clusters Score -9025323 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -9026497.000000 Penalty: 12974.767578
	Iteration 11Q: 3 clusters Score -9026497 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -9027268.000000 Penalty: 12974.767578
	Iteration 12Q: 3 clusters Score -9027268 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -9027853.000000 Penalty: 12974.767578
	Iteration 13Q: 3 clusters Score -9027853 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -9028278.000000 Penalty: 12974.767578
	Iteration 14Q: 3 clusters Score -9028278 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -9028736.000000 Penalty: 12974.767578
	Iteration 15Q: 3 clusters Score -9028736 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -9029152.000000 Penalty: 12974.767578
	Iteration 16Q: 3 clusters Score -9029152 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -9029575.000000 Penalty: 12974.767578
	Iteration 17Q: 3 clusters Score -9029575 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -9029894.000000 Penalty: 12974.767578
	Iteration 18Q: 3 clusters Score -9029894 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -9030074.000000 Penalty: 12974.767578
	Iteration 19Q: 3 clusters Score -9030074 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -9030216.000000 Penalty: 12974.767578
	Iteration 20F: 3 clusters Score -9030216 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -9030272.000000 Penalty: 12974.767578
	Iteration 21Q: 3 clusters Score -9030272 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -9030346.000000 Penalty: 12974.767578
	Iteration 22Q: 3 clusters Score -9030346 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -9030374.000000 Penalty: 12974.767578
	Iteration 23Q: 3 clusters Score -9030374 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -9030449.000000 Penalty: 12974.767578
	Iteration 24Q: 3 clusters Score -9030449 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9030476 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9030488 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9030504 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9030527 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9030524 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9030545 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9030556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9030600 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9030608 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9030596 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9030583 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9030605 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9030608 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9030628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9030623 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9030615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9030611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9030623 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9030614 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9030615 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9030627 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9030626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9030613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9030613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -9030617.000000 Penalty: 12974.767578
	Iteration 49Q: 3 clusters Score -9030617 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -9030623.000000 Penalty: 12974.767578
	Iteration 50Q: 3 clusters Score -9030623 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9030618 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9030625 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25764 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9030641 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9030637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9030641 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9030657 nChanged 33
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Mstep: Class 1 contains 25899 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9030666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9030661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9030664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9030666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -9030653.000000 Penalty: 12974.767578
	Iteration 61Q: 3 clusters Score -9030653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9030662 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9030675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -9030679.000000 Penalty: 12974.767578
	Iteration 64Q: 3 clusters Score -9030679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -9030668.000000 Penalty: 12974.767578
	Iteration 65Q: 3 clusters Score -9030668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9030675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9030677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9030671 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9030670 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26315 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9030674 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26358 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9030682 nChanged 42
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Mstep: Class 1 contains 26400 members 
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	Iteration 72Q: 3 clusters Score -9030673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
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Entering Unmasked Estep 
Score: -9030660.000000 Penalty: 12974.767578
	Iteration 73Q: 3 clusters Score -9030660 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26464 members 
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	Iteration 74Q: 3 clusters Score -9030667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9030670 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26519 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9030664 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26546 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9030664 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9030679 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9030665 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26645 members 
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Entering Unmasked Estep 
Score: -9030690.000000 Penalty: 12974.767578
	Iteration 80F: 3 clusters Score -9030690 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26683 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9030698 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26719 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9030695 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -9030705.000000 Penalty: 12974.767578
	Iteration 83Q: 3 clusters Score -9030705 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26785 members 
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Entering Unmasked Estep 
Score: -9030728.000000 Penalty: 12974.767578
	Iteration 84Q: 3 clusters Score -9030728 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26817 members 
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Entering Unmasked Estep 
Score: -9030740.000000 Penalty: 12974.767578
	Iteration 85Q: 3 clusters Score -9030740 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26853 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9030746 nChanged 44
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Mstep: Class 1 contains 26897 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9030746 nChanged 51
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Mstep: Class 1 contains 26948 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9030746 nChanged 47
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Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9030736 nChanged 51
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Mstep: Class 1 contains 27046 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9030744 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27092 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9030763 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27140 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9030776 nChanged 49
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Mstep: Class 1 contains 27189 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9030788 nChanged 57
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Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9030811 nChanged 56
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Mstep: Class 1 contains 27298 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9030833 nChanged 53
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9030822 nChanged 53
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9030816 nChanged 49
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Mstep: Class 1 contains 27451 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9030824 nChanged 56
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9030846 nChanged 54
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Mstep: Class 1 contains 27553 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9030854 nChanged 50
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Mstep: Class 1 contains 27601 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9030844 nChanged 38
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Mstep: Class 1 contains 27639 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9030847 nChanged 33
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Mstep: Class 1 contains 27672 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9030869 nChanged 28
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	Iteration 104Q: 3 clusters Score -9030882 nChanged 22
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Mstep: Class 1 contains 27720 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9030871 nChanged 20
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Mstep: Class 1 contains 27740 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9030860 nChanged 19
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Mstep: Class 1 contains 27759 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9030874 nChanged 16
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Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9030875 nChanged 17
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Mstep: Class 1 contains 27792 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9030868 nChanged 24
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Mstep: Class 1 contains 27816 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9030886 nChanged 26
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Mstep: Class 1 contains 27842 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9030890 nChanged 16
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Mstep: Class 1 contains 27858 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9030904 nChanged 15
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Mstep: Class 1 contains 27871 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9030898 nChanged 10
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9030909 nChanged 10
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Mstep: Class 1 contains 27891 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9030903 nChanged 9
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9030898 nChanged 6
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Entering Unmasked Estep 
Score: -9030910.000000 Penalty: 12974.767578
	Iteration 117Q: 3 clusters Score -9030910 nChanged 3
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Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -9030908.000000 Penalty: 12974.767578
	Iteration 118Q: 3 clusters Score -9030908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -9030914.000000 Penalty: 12974.767578
	Iteration 119Q: 3 clusters Score -9030914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -9030909.000000 Penalty: 12974.767578
	Iteration 120F: 3 clusters Score -9030909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -9030908.000000 Penalty: 12974.767578
	Iteration 121Q: 3 clusters Score -9030908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -9030907.000000 Penalty: 12974.767578
	Iteration 122Q: 3 clusters Score -9030907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -9030912.000000 Penalty: 12974.767578
	Iteration 123Q: 3 clusters Score -9030912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -9030909.000000 Penalty: 12974.767578
	Iteration 124Q: 3 clusters Score -9030909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -9030910.000000 Penalty: 12974.767578
	Iteration 125Q: 3 clusters Score -9030910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -9030896.000000 Penalty: 12974.767578
	Iteration 126Q: 3 clusters Score -9030896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -9030899.000000 Penalty: 12974.767578
	Iteration 127Q: 3 clusters Score -9030899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -9030903.000000 Penalty: 12974.767578
	Iteration 128Q: 3 clusters Score -9030903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -9030899.000000 Penalty: 12974.767578
	Iteration 129Q: 3 clusters Score -9030899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -9030894.000000 Penalty: 12974.767578
	Iteration 130Q: 3 clusters Score -9030894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -9030897.000000 Penalty: 12974.767578
	Iteration 131Q: 3 clusters Score -9030897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -9030905.000000 Penalty: 12974.767578
	Iteration 132Q: 3 clusters Score -9030905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -9030907.000000 Penalty: 12974.767578
	Iteration 133Q: 3 clusters Score -9030907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -9030898.000000 Penalty: 12974.767578
	Iteration 134Q: 3 clusters Score -9030898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -9030901.000000 Penalty: 12974.767578
	Iteration 135Q: 3 clusters Score -9030901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -9030901.000000 Penalty: 12974.767578
	Iteration 136F: 3 clusters Score -9030901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Entering Unmasked Estep 
Score: -11574586.000000 Penalty: 6634.602051
	Iteration 0F: 2 clusters Score -1.157459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -11538578.000000 Penalty: 13269.204102
	Iteration 0F: 3 clusters Score -1.153858e+07 nChanged 22336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -11550355.000000 Penalty: 13269.204102
	Iteration 1F: 3 clusters Score -1.155036e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -11551180.000000 Penalty: 13269.204102
	Iteration 2Q: 3 clusters Score -1.155118e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -11551687.000000 Penalty: 13269.204102
	Iteration 3Q: 3 clusters Score -1.155169e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -11552124.000000 Penalty: 13269.204102
	Iteration 4Q: 3 clusters Score -1.155212e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -11552491.000000 Penalty: 13269.204102
	Iteration 5Q: 3 clusters Score -1.155249e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -11553002.000000 Penalty: 13269.204102
	Iteration 6Q: 3 clusters Score -1.1553e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -11553391.000000 Penalty: 13269.204102
	Iteration 7Q: 3 clusters Score -1.155339e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -11553885.000000 Penalty: 13269.204102
	Iteration 8Q: 3 clusters Score -1.155388e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -11554434.000000 Penalty: 13269.204102
	Iteration 9Q: 3 clusters Score -1.155443e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -11555351.000000 Penalty: 13269.204102
	Iteration 10Q: 3 clusters Score -1.155535e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -11556856.000000 Penalty: 13269.204102
	Iteration 11Q: 3 clusters Score -1.155686e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -11558862.000000 Penalty: 13269.204102
	Iteration 12F: 3 clusters Score -1.155886e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -11561300.000000 Penalty: 13269.204102
	Iteration 13F: 3 clusters Score -1.15613e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -11563902.000000 Penalty: 13269.204102
	Iteration 14F: 3 clusters Score -1.15639e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -11565980.000000 Penalty: 13269.204102
	Iteration 15Q: 3 clusters Score -1.156598e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -11567220.000000 Penalty: 13269.204102
	Iteration 16Q: 3 clusters Score -1.156722e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -11567847.000000 Penalty: 13269.204102
	Iteration 17Q: 3 clusters Score -1.156785e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -11568219.000000 Penalty: 13269.204102
	Iteration 18Q: 3 clusters Score -1.156822e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 49405 members 
Entering Unmasked Estep 
Score: -11568430.000000 Penalty: 13269.204102
	Iteration 19Q: 3 clusters Score -1.156843e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -11568551.000000 Penalty: 13269.204102
	Iteration 20F: 3 clusters Score -1.156855e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -11568652.000000 Penalty: 13269.204102
	Iteration 21Q: 3 clusters Score -1.156865e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -11568693.000000 Penalty: 13269.204102
	Iteration 22Q: 3 clusters Score -1.156869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -11568716.000000 Penalty: 13269.204102
	Iteration 23Q: 3 clusters Score -1.156872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -11568745.000000 Penalty: 13269.204102
	Iteration 24Q: 3 clusters Score -1.156874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -11568742.000000 Penalty: 13269.204102
	Iteration 25Q: 3 clusters Score -1.156874e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -11568744.000000 Penalty: 13269.204102
	Iteration 26Q: 3 clusters Score -1.156874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -11568758.000000 Penalty: 13269.204102
	Iteration 27Q: 3 clusters Score -1.156876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -11568765.000000 Penalty: 13269.204102
	Iteration 28Q: 3 clusters Score -1.156876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -11568780.000000 Penalty: 13269.204102
	Iteration 29Q: 3 clusters Score -1.156878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -11568776.000000 Penalty: 13269.204102
	Iteration 30Q: 3 clusters Score -1.156878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -11568788.000000 Penalty: 13269.204102
	Iteration 31Q: 3 clusters Score -1.156879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -11568791.000000 Penalty: 13269.204102
	Iteration 32Q: 3 clusters Score -1.156879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -11568784.000000 Penalty: 13269.204102
	Iteration 33Q: 3 clusters Score -1.156878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -11568789.000000 Penalty: 13269.204102
	Iteration 34Q: 3 clusters Score -1.156879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -11568792.000000 Penalty: 13269.204102
	Iteration 35Q: 3 clusters Score -1.156879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -11568792.000000 Penalty: 13269.204102
	Iteration 36F: 3 clusters Score -1.156879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Entering Unmasked Estep 
Score: -2517868.000000 Penalty: 5698.930664
	Iteration 0F: 2 clusters Score -2517868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2507093.000000 Penalty: 11397.861328
	Iteration 0F: 3 clusters Score -2507093 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2509421.500000 Penalty: 11397.861328
	Iteration 1F: 3 clusters Score -2509422 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2509891.000000 Penalty: 11397.861328
	Iteration 2F: 3 clusters Score -2509891 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2510200.250000 Penalty: 11397.861328
	Iteration 3Q: 3 clusters Score -2510200 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2510397.750000 Penalty: 11397.861328
	Iteration 4Q: 3 clusters Score -2510398 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2510582.750000 Penalty: 11397.861328
	Iteration 5Q: 3 clusters Score -2510583 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2510732.000000 Penalty: 11397.861328
	Iteration 6Q: 3 clusters Score -2510732 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2510897.000000 Penalty: 11397.861328
	Iteration 7Q: 3 clusters Score -2510897 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2511062.750000 Penalty: 11397.861328
	Iteration 8Q: 3 clusters Score -2511063 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2511267.500000 Penalty: 11397.861328
	Iteration 9Q: 3 clusters Score -2511268 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2511533.750000 Penalty: 11397.861328
	Iteration 10Q: 3 clusters Score -2511534 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2512007.500000 Penalty: 11397.861328
	Iteration 11Q: 3 clusters Score -2512008 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2512681.250000 Penalty: 11397.861328
	Iteration 12Q: 3 clusters Score -2512681 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2513377.500000 Penalty: 11397.861328
	Iteration 13F: 3 clusters Score -2513378 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2513955.500000 Penalty: 11397.861328
	Iteration 14F: 3 clusters Score -2513956 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2514489.250000 Penalty: 11397.861328
	Iteration 15F: 3 clusters Score -2514489 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2514987.250000 Penalty: 11397.861328
	Iteration 16Q: 3 clusters Score -2514987 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2515423.000000 Penalty: 11397.861328
	Iteration 17Q: 3 clusters Score -2515423 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2515793.250000 Penalty: 11397.861328
	Iteration 18Q: 3 clusters Score -2515793 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2516061.250000 Penalty: 11397.861328
	Iteration 19Q: 3 clusters Score -2516061 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2516204.000000 Penalty: 11397.861328
	Iteration 20F: 3 clusters Score -2516204 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2516279.000000 Penalty: 11397.861328
	Iteration 21Q: 3 clusters Score -2516279 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2516317.500000 Penalty: 11397.861328
	Iteration 22Q: 3 clusters Score -2516318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2516345.250000 Penalty: 11397.861328
	Iteration 23Q: 3 clusters Score -2516345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2516367.500000 Penalty: 11397.861328
	Iteration 24Q: 3 clusters Score -2516368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2516370.500000 Penalty: 11397.861328
	Iteration 25Q: 3 clusters Score -2516370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2516378.500000 Penalty: 11397.861328
	Iteration 26Q: 3 clusters Score -2516378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2516378.750000 Penalty: 11397.861328
	Iteration 27Q: 3 clusters Score -2516379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2516388.750000 Penalty: 11397.861328
	Iteration 28Q: 3 clusters Score -2516389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2516388.000000 Penalty: 11397.861328
	Iteration 29Q: 3 clusters Score -2516388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2516392.250000 Penalty: 11397.861328
	Iteration 30Q: 3 clusters Score -2516392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2516388.750000 Penalty: 11397.861328
	Iteration 31Q: 3 clusters Score -2516389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2516388.250000 Penalty: 11397.861328
	Iteration 32Q: 3 clusters Score -2516388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2516387.750000 Penalty: 11397.861328
	Iteration 33Q: 3 clusters Score -2516388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2516387.750000 Penalty: 11397.861328
	Iteration 34F: 3 clusters Score -2516388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (104322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104322 members 
Entering Unmasked Estep 
Score: -24078510.000000 Penalty: 7077.583008
	Iteration 0F: 2 clusters Score -2.407851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -24007820.000000 Penalty: 14155.166016
	Iteration 0F: 3 clusters Score -2.400782e+07 nChanged 47778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -24033750.000000 Penalty: 14155.166016
	Iteration 1F: 3 clusters Score -2.403375e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -24034994.000000 Penalty: 14155.166016
	Iteration 2Q: 3 clusters Score -2.403499e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -24036474.000000 Penalty: 14155.166016
	Iteration 3Q: 3 clusters Score -2.403647e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -24038074.000000 Penalty: 14155.166016
	Iteration 4Q: 3 clusters Score -2.403807e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -24040308.000000 Penalty: 14155.166016
	Iteration 5Q: 3 clusters Score -2.404031e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -24043226.000000 Penalty: 14155.166016
	Iteration 6F: 3 clusters Score -2.404323e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 74536 members 
Entering Unmasked Estep 
Score: -24047776.000000 Penalty: 14155.166016
	Iteration 7F: 3 clusters Score -2.404778e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 81718 members 
Entering Unmasked Estep 
Score: -24053736.000000 Penalty: 14155.166016
	Iteration 8F: 3 clusters Score -2.405374e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 88922 members 
Entering Unmasked Estep 
Score: -24060082.000000 Penalty: 14155.166016
	Iteration 9F: 3 clusters Score -2.406008e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 94803 members 
Entering Unmasked Estep 
Score: -24065514.000000 Penalty: 14155.166016
	Iteration 10F: 3 clusters Score -2.406551e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 98771 members 
Entering Unmasked Estep 
Score: -24068958.000000 Penalty: 14155.166016
	Iteration 11Q: 3 clusters Score -2.406896e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 100985 members 
Entering Unmasked Estep 
Score: -24070660.000000 Penalty: 14155.166016
	Iteration 12Q: 3 clusters Score -2.407066e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 102115 members 
Entering Unmasked Estep 
Score: -24071684.000000 Penalty: 14155.166016
	Iteration 13Q: 3 clusters Score -2.407168e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 102696 members 
Entering Unmasked Estep 
Score: -24072174.000000 Penalty: 14155.166016
	Iteration 14Q: 3 clusters Score -2.407217e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 102954 members 
Entering Unmasked Estep 
Score: -24072388.000000 Penalty: 14155.166016
	Iteration 15Q: 3 clusters Score -2.407239e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 103073 members 
Entering Unmasked Estep 
Score: -24072498.000000 Penalty: 14155.166016
	Iteration 16Q: 3 clusters Score -2.40725e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 103152 members 
Entering Unmasked Estep 
Score: -24072628.000000 Penalty: 14155.166016
	Iteration 17Q: 3 clusters Score -2.407263e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 103209 members 
Entering Unmasked Estep 
Score: -24072694.000000 Penalty: 14155.166016
	Iteration 18Q: 3 clusters Score -2.407269e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 103244 members 
Entering Unmasked Estep 
Score: -24072724.000000 Penalty: 14155.166016
	Iteration 19Q: 3 clusters Score -2.407272e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 103261 members 
Entering Unmasked Estep 
Score: -24072714.000000 Penalty: 14155.166016
	Iteration 20F: 3 clusters Score -2.407271e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 103273 members 
Entering Unmasked Estep 
Score: -24072720.000000 Penalty: 14155.166016
	Iteration 21Q: 3 clusters Score -2.407272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 103282 members 
Entering Unmasked Estep 
Score: -24072728.000000 Penalty: 14155.166016
	Iteration 22Q: 3 clusters Score -2.407273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 103294 members 
Entering Unmasked Estep 
Score: -24072734.000000 Penalty: 14155.166016
	Iteration 23Q: 3 clusters Score -2.407273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 103301 members 
Entering Unmasked Estep 
Score: -24072772.000000 Penalty: 14155.166016
	Iteration 24Q: 3 clusters Score -2.407277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 103308 members 
Entering Unmasked Estep 
Score: -24072806.000000 Penalty: 14155.166016
	Iteration 25Q: 3 clusters Score -2.407281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 103313 members 
Entering Unmasked Estep 
Score: -24072780.000000 Penalty: 14155.166016
	Iteration 26Q: 3 clusters Score -2.407278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 103317 members 
Entering Unmasked Estep 
Score: -24072778.000000 Penalty: 14155.166016
	Iteration 27Q: 3 clusters Score -2.407278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 103323 members 
Entering Unmasked Estep 
Score: -24072752.000000 Penalty: 14155.166016
	Iteration 28Q: 3 clusters Score -2.407275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 103324 members 
Entering Unmasked Estep 
Score: -24072774.000000 Penalty: 14155.166016
	Iteration 29Q: 3 clusters Score -2.407277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 103327 members 
Entering Unmasked Estep 
Score: -24072792.000000 Penalty: 14155.166016
	Iteration 30Q: 3 clusters Score -2.407279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 103328 members 
Entering Unmasked Estep 
Score: -24072796.000000 Penalty: 14155.166016
	Iteration 31Q: 3 clusters Score -2.40728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 103329 members 
Entering Unmasked Estep 
Score: -24072796.000000 Penalty: 14155.166016
	Iteration 32Q: 3 clusters Score -2.40728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 103330 members 
Entering Unmasked Estep 
Score: -24072784.000000 Penalty: 14155.166016
	Iteration 33Q: 3 clusters Score -2.407278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 103330 members 
Entering Unmasked Estep 
Score: -24072784.000000 Penalty: 14155.166016
	Iteration 34F: 3 clusters Score -2.407278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Entering Unmasked Estep 
Score: -4893799.000000 Penalty: 6110.865723
	Iteration 0F: 2 clusters Score -4893799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -4876398.500000 Penalty: 12221.731445
	Iteration 0F: 3 clusters Score -4876398 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -4881060.000000 Penalty: 12221.731445
	Iteration 1F: 3 clusters Score -4881060 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -4881753.000000 Penalty: 12221.731445
	Iteration 2F: 3 clusters Score -4881753 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -4882273.000000 Penalty: 12221.731445
	Iteration 3F: 3 clusters Score -4882273 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -4882680.500000 Penalty: 12221.731445
	Iteration 4Q: 3 clusters Score -4882680 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -4883043.000000 Penalty: 12221.731445
	Iteration 5Q: 3 clusters Score -4883043 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -4883411.000000 Penalty: 12221.731445
	Iteration 6Q: 3 clusters Score -4883411 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -4883822.500000 Penalty: 12221.731445
	Iteration 7Q: 3 clusters Score -4883822 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -4884288.000000 Penalty: 12221.731445
	Iteration 8Q: 3 clusters Score -4884288 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -4884763.000000 Penalty: 12221.731445
	Iteration 9Q: 3 clusters Score -4884763 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -4885306.500000 Penalty: 12221.731445
	Iteration 10Q: 3 clusters Score -4885306 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -4885894.500000 Penalty: 12221.731445
	Iteration 11Q: 3 clusters Score -4885894 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -4886473.000000 Penalty: 12221.731445
	Iteration 12Q: 3 clusters Score -4886473 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -4886961.000000 Penalty: 12221.731445
	Iteration 13Q: 3 clusters Score -4886961 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -4887350.500000 Penalty: 12221.731445
	Iteration 14Q: 3 clusters Score -4887350 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -4887680.000000 Penalty: 12221.731445
	Iteration 15Q: 3 clusters Score -4887680 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -4887938.000000 Penalty: 12221.731445
	Iteration 16Q: 3 clusters Score -4887938 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -4888124.000000 Penalty: 12221.731445
	Iteration 17Q: 3 clusters Score -4888124 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -4888248.000000 Penalty: 12221.731445
	Iteration 18Q: 3 clusters Score -4888248 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -4888334.000000 Penalty: 12221.731445
	Iteration 19Q: 3 clusters Score -4888334 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -4888402.000000 Penalty: 12221.731445
	Iteration 20F: 3 clusters Score -4888402 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -4888465.000000 Penalty: 12221.731445
	Iteration 21Q: 3 clusters Score -4888465 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -4888500.500000 Penalty: 12221.731445
	Iteration 22Q: 3 clusters Score -4888500 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -4888546.000000 Penalty: 12221.731445
	Iteration 23Q: 3 clusters Score -4888546 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -4888582.000000 Penalty: 12221.731445
	Iteration 24Q: 3 clusters Score -4888582 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -4888620.500000 Penalty: 12221.731445
	Iteration 25Q: 3 clusters Score -4888620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -4888646.500000 Penalty: 12221.731445
	Iteration 26Q: 3 clusters Score -4888646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -4888653.500000 Penalty: 12221.731445
	Iteration 27Q: 3 clusters Score -4888654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -4888661.500000 Penalty: 12221.731445
	Iteration 28Q: 3 clusters Score -4888662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -4888664.500000 Penalty: 12221.731445
	Iteration 29Q: 3 clusters Score -4888664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -4888678.000000 Penalty: 12221.731445
	Iteration 30Q: 3 clusters Score -4888678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -4888690.500000 Penalty: 12221.731445
	Iteration 31Q: 3 clusters Score -4888690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -4888692.000000 Penalty: 12221.731445
	Iteration 32Q: 3 clusters Score -4888692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -4888697.000000 Penalty: 12221.731445
	Iteration 33Q: 3 clusters Score -4888697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -4888711.000000 Penalty: 12221.731445
	Iteration 34Q: 3 clusters Score -4888711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -4888714.000000 Penalty: 12221.731445
	Iteration 35Q: 3 clusters Score -4888714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -4888733.000000 Penalty: 12221.731445
	Iteration 36Q: 3 clusters Score -4888733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -4888732.000000 Penalty: 12221.731445
	Iteration 37Q: 3 clusters Score -4888732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -4888734.500000 Penalty: 12221.731445
	Iteration 38Q: 3 clusters Score -4888734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -4888740.500000 Penalty: 12221.731445
	Iteration 39Q: 3 clusters Score -4888740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4888742.500000 Penalty: 12221.731445
	Iteration 40F: 3 clusters Score -4888742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4888743.500000 Penalty: 12221.731445
	Iteration 41Q: 3 clusters Score -4888744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -4888743.000000 Penalty: 12221.731445
	Iteration 42Q: 3 clusters Score -4888743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -4888743.000000 Penalty: 12221.731445
	Iteration 43F: 3 clusters Score -4888743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Entering Unmasked Estep 
Score: -2560037.750000 Penalty: 5710.856934
	Iteration 0F: 2 clusters Score -2560038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2549102.750000 Penalty: 11421.713867
	Iteration 0F: 3 clusters Score -2549103 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2552181.750000 Penalty: 11421.713867
	Iteration 1F: 3 clusters Score -2552182 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2553422.500000 Penalty: 11421.713867
	Iteration 2F: 3 clusters Score -2553422 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2554673.750000 Penalty: 11421.713867
	Iteration 3F: 3 clusters Score -2554674 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2555735.500000 Penalty: 11421.713867
	Iteration 4F: 3 clusters Score -2555736 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2556652.000000 Penalty: 11421.713867
	Iteration 5F: 3 clusters Score -2556652 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2557403.000000 Penalty: 11421.713867
	Iteration 6F: 3 clusters Score -2557403 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2557955.750000 Penalty: 11421.713867
	Iteration 7Q: 3 clusters Score -2557956 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2558380.500000 Penalty: 11421.713867
	Iteration 8Q: 3 clusters Score -2558380 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2558617.500000 Penalty: 11421.713867
	Iteration 9Q: 3 clusters Score -2558618 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2558778.000000 Penalty: 11421.713867
	Iteration 10Q: 3 clusters Score -2558778 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2558881.250000 Penalty: 11421.713867
	Iteration 11Q: 3 clusters Score -2558881 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2558948.250000 Penalty: 11421.713867
	Iteration 12Q: 3 clusters Score -2558948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2558990.250000 Penalty: 11421.713867
	Iteration 13Q: 3 clusters Score -2558990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2559027.750000 Penalty: 11421.713867
	Iteration 14Q: 3 clusters Score -2559028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2559064.500000 Penalty: 11421.713867
	Iteration 15Q: 3 clusters Score -2559064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2559082.500000 Penalty: 11421.713867
	Iteration 16Q: 3 clusters Score -2559082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2559089.250000 Penalty: 11421.713867
	Iteration 17Q: 3 clusters Score -2559089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2559108.000000 Penalty: 11421.713867
	Iteration 18Q: 3 clusters Score -2559108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2559114.750000 Penalty: 11421.713867
	Iteration 19Q: 3 clusters Score -2559115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2559116.500000 Penalty: 11421.713867
	Iteration 20F: 3 clusters Score -2559116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2559126.250000 Penalty: 11421.713867
	Iteration 21Q: 3 clusters Score -2559126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2559130.750000 Penalty: 11421.713867
	Iteration 22Q: 3 clusters Score -2559131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2559138.250000 Penalty: 11421.713867
	Iteration 23Q: 3 clusters Score -2559138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2559147.250000 Penalty: 11421.713867
	Iteration 24Q: 3 clusters Score -2559147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2559154.750000 Penalty: 11421.713867
	Iteration 25Q: 3 clusters Score -2559155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2559164.000000 Penalty: 11421.713867
	Iteration 26Q: 3 clusters Score -2559164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2559164.500000 Penalty: 11421.713867
	Iteration 27Q: 3 clusters Score -2559164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2559162.000000 Penalty: 11421.713867
	Iteration 28Q: 3 clusters Score -2559162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2559164.750000 Penalty: 11421.713867
	Iteration 29Q: 3 clusters Score -2559165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2559164.750000 Penalty: 11421.713867
	Iteration 30F: 3 clusters Score -2559165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Entering Unmasked Estep 
Score: -735275.625000 Penalty: 4953.868164
	Iteration 0F: 2 clusters Score -735275.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -729378.062500 Penalty: 9907.736328
	Iteration 0F: 3 clusters Score -729378.1 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -730191.812500 Penalty: 9907.736328
	Iteration 1F: 3 clusters Score -730191.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -730433.812500 Penalty: 9907.736328
	Iteration 2F: 3 clusters Score -730433.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -730552.937500 Penalty: 9907.736328
	Iteration 3Q: 3 clusters Score -730552.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -730635.250000 Penalty: 9907.736328
	Iteration 4Q: 3 clusters Score -730635.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -730685.937500 Penalty: 9907.736328
	Iteration 5Q: 3 clusters Score -730685.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -730723.062500 Penalty: 9907.736328
	Iteration 6Q: 3 clusters Score -730723.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -730745.187500 Penalty: 9907.736328
	Iteration 7Q: 3 clusters Score -730745.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -730764.312500 Penalty: 9907.736328
	Iteration 8Q: 3 clusters Score -730764.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -730776.562500 Penalty: 9907.736328
	Iteration 9Q: 3 clusters Score -730776.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -730790.250000 Penalty: 9907.736328
	Iteration 10Q: 3 clusters Score -730790.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -730800.625000 Penalty: 9907.736328
	Iteration 11Q: 3 clusters Score -730800.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -730809.000000 Penalty: 9907.736328
	Iteration 12Q: 3 clusters Score -730809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -730812.562500 Penalty: 9907.736328
	Iteration 13Q: 3 clusters Score -730812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -730812.625000 Penalty: 9907.736328
	Iteration 14Q: 3 clusters Score -730812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -730814.875000 Penalty: 9907.736328
	Iteration 15Q: 3 clusters Score -730814.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -730820.687500 Penalty: 9907.736328
	Iteration 16Q: 3 clusters Score -730820.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -730826.250000 Penalty: 9907.736328
	Iteration 17Q: 3 clusters Score -730826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -730828.312500 Penalty: 9907.736328
	Iteration 18Q: 3 clusters Score -730828.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -730828.687500 Penalty: 9907.736328
	Iteration 19Q: 3 clusters Score -730828.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -730828.687500 Penalty: 9907.736328
	Iteration 20F: 3 clusters Score -730828.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -190162.328125 Penalty: 4171.212402
	Iteration 0F: 2 clusters Score -190162.3 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 477 members 
Entering Unmasked Estep 
Score: -186159.546875 Penalty: 8342.424805
	Iteration 0F: 3 clusters Score -186159.5 nChanged 134
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: -186594.593750 Penalty: 8342.424805
	Iteration 1F: 3 clusters Score -186594.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -186779.015625 Penalty: 8342.424805
	Iteration 2F: 3 clusters Score -186779 nChanged 29
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: -186908.937500 Penalty: 8342.424805
	Iteration 3Q: 3 clusters Score -186908.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -187049.625000 Penalty: 8342.424805
	Iteration 4Q: 3 clusters Score -187049.6 nChanged 22
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: -187183.156250 Penalty: 8342.424805
	Iteration 5Q: 3 clusters Score -187183.2 nChanged 19
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: -187342.078125 Penalty: 8342.424805
	Iteration 6Q: 3 clusters Score -187342.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -187457.593750 Penalty: 8342.424805
	Iteration 7Q: 3 clusters Score -187457.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -187577.984375 Penalty: 8342.424805
	Iteration 8Q: 3 clusters Score -187578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -187744.640625 Penalty: 8342.424805
	Iteration 9Q: 3 clusters Score -187744.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -187836.609375 Penalty: 8342.424805
	Iteration 10Q: 3 clusters Score -187836.6 nChanged 12
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: -187886.906250 Penalty: 8342.424805
	Iteration 11Q: 3 clusters Score -187886.9 nChanged 9
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: -187919.640625 Penalty: 8342.424805
	Iteration 12Q: 3 clusters Score -187919.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -187941.375000 Penalty: 8342.424805
	Iteration 13Q: 3 clusters Score -187941.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -187976.859375 Penalty: 8342.424805
	Iteration 14Q: 3 clusters Score -187976.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -188012.937500 Penalty: 8342.424805
	Iteration 15Q: 3 clusters Score -188012.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -188048.234375 Penalty: 8342.424805
	Iteration 16Q: 3 clusters Score -188048.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -188071.218750 Penalty: 8342.424805
	Iteration 17Q: 3 clusters Score -188071.2 nChanged 9
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: -188106.656250 Penalty: 8342.424805
	Iteration 18Q: 3 clusters Score -188106.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -188142.843750 Penalty: 8342.424805
	Iteration 19Q: 3 clusters Score -188142.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -188182.515625 Penalty: 8342.424805
	Iteration 20F: 3 clusters Score -188182.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -188231.484375 Penalty: 8342.424805
	Iteration 21Q: 3 clusters Score -188231.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -188316.828125 Penalty: 8342.424805
	Iteration 22Q: 3 clusters Score -188316.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -188462.875000 Penalty: 8342.424805
	Iteration 23Q: 3 clusters Score -188462.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -188583.921875 Penalty: 8342.424805
	Iteration 24Q: 3 clusters Score -188583.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -188605.390625 Penalty: 8342.424805
	Iteration 25Q: 3 clusters Score -188605.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -188636.953125 Penalty: 8342.424805
	Iteration 26Q: 3 clusters Score -188637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -188665.156250 Penalty: 8342.424805
	Iteration 27Q: 3 clusters Score -188665.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -188685.312500 Penalty: 8342.424805
	Iteration 28Q: 3 clusters Score -188685.3 nChanged 3
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: -188704.468750 Penalty: 8342.424805
	Iteration 29Q: 3 clusters Score -188704.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -188735.406250 Penalty: 8342.424805
	Iteration 30Q: 3 clusters Score -188735.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -188753.062500 Penalty: 8342.424805
	Iteration 31Q: 3 clusters Score -188753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -188762.671875 Penalty: 8342.424805
	Iteration 32Q: 3 clusters Score -188762.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -188770.421875 Penalty: 8342.424805
	Iteration 33Q: 3 clusters Score -188770.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -188777.375000 Penalty: 8342.424805
	Iteration 34Q: 3 clusters Score -188777.4 nChanged 1
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: -188784.109375 Penalty: 8342.424805
	Iteration 35Q: 3 clusters Score -188784.1 nChanged 2
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: -188796.000000 Penalty: 8342.424805
	Iteration 36Q: 3 clusters Score -188796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -188800.875000 Penalty: 8342.424805
	Iteration 37Q: 3 clusters Score -188800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -188806.515625 Penalty: 8342.424805
	Iteration 38Q: 3 clusters Score -188806.5 nChanged 1
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: -188809.687500 Penalty: 8342.424805
	Iteration 39Q: 3 clusters Score -188809.7 nChanged 0
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: -188809.687500 Penalty: 8342.424805
	Iteration 40F: 3 clusters Score -188809.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Entering Unmasked Estep 
Score: -3612013.750000 Penalty: 5927.024902
	Iteration 0F: 2 clusters Score -3612014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -3597986.500000 Penalty: 11854.049805
	Iteration 0F: 3 clusters Score -3597986 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -3601442.250000 Penalty: 11854.049805
	Iteration 1F: 3 clusters Score -3601442 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -3602259.000000 Penalty: 11854.049805
	Iteration 2F: 3 clusters Score -3602259 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -3603168.500000 Penalty: 11854.049805
	Iteration 3F: 3 clusters Score -3603168 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -3604171.500000 Penalty: 11854.049805
	Iteration 4F: 3 clusters Score -3604172 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3605312.500000 Penalty: 11854.049805
	Iteration 5F: 3 clusters Score -3605312 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -3606420.000000 Penalty: 11854.049805
	Iteration 6F: 3 clusters Score -3606420 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3607343.750000 Penalty: 11854.049805
	Iteration 7F: 3 clusters Score -3607344 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -3608067.000000 Penalty: 11854.049805
	Iteration 8Q: 3 clusters Score -3608067 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -3608582.000000 Penalty: 11854.049805
	Iteration 9Q: 3 clusters Score -3608582 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -3608914.500000 Penalty: 11854.049805
	Iteration 10Q: 3 clusters Score -3608914 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -3609140.750000 Penalty: 11854.049805
	Iteration 11Q: 3 clusters Score -3609141 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -3609270.250000 Penalty: 11854.049805
	Iteration 12Q: 3 clusters Score -3609270 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -3609358.500000 Penalty: 11854.049805
	Iteration 13Q: 3 clusters Score -3609358 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3609415.000000 Penalty: 11854.049805
	Iteration 14Q: 3 clusters Score -3609415 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3609458.250000 Penalty: 11854.049805
	Iteration 15Q: 3 clusters Score -3609458 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3609492.000000 Penalty: 11854.049805
	Iteration 16Q: 3 clusters Score -3609492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -3609521.000000 Penalty: 11854.049805
	Iteration 17Q: 3 clusters Score -3609521 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3609535.250000 Penalty: 11854.049805
	Iteration 18Q: 3 clusters Score -3609535 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -3609552.000000 Penalty: 11854.049805
	Iteration 19Q: 3 clusters Score -3609552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3609548.500000 Penalty: 11854.049805
	Iteration 20F: 3 clusters Score -3609548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -3609559.750000 Penalty: 11854.049805
	Iteration 21Q: 3 clusters Score -3609560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3609567.000000 Penalty: 11854.049805
	Iteration 22Q: 3 clusters Score -3609567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -3609573.500000 Penalty: 11854.049805
	Iteration 23Q: 3 clusters Score -3609574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3609578.000000 Penalty: 11854.049805
	Iteration 24Q: 3 clusters Score -3609578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -3609580.250000 Penalty: 11854.049805
	Iteration 25Q: 3 clusters Score -3609580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3609583.250000 Penalty: 11854.049805
	Iteration 26Q: 3 clusters Score -3609583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3609589.250000 Penalty: 11854.049805
	Iteration 27Q: 3 clusters Score -3609589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -3609583.750000 Penalty: 11854.049805
	Iteration 28Q: 3 clusters Score -3609584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3609586.500000 Penalty: 11854.049805
	Iteration 29Q: 3 clusters Score -3609586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3609590.500000 Penalty: 11854.049805
	Iteration 30Q: 3 clusters Score -3609590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3609591.750000 Penalty: 11854.049805
	Iteration 31Q: 3 clusters Score -3609592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -3609592.000000 Penalty: 11854.049805
	Iteration 32Q: 3 clusters Score -3609592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3609597.250000 Penalty: 11854.049805
	Iteration 33Q: 3 clusters Score -3609597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -3609595.250000 Penalty: 11854.049805
	Iteration 34Q: 3 clusters Score -3609595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3609595.000000 Penalty: 11854.049805
	Iteration 35Q: 3 clusters Score -3609595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3609591.750000 Penalty: 11854.049805
	Iteration 36Q: 3 clusters Score -3609592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3609594.750000 Penalty: 11854.049805
	Iteration 37Q: 3 clusters Score -3609595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -3609595.250000 Penalty: 11854.049805
	Iteration 38Q: 3 clusters Score -3609595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3609591.250000 Penalty: 11854.049805
	Iteration 39Q: 3 clusters Score -3609591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3609590.000000 Penalty: 11854.049805
	Iteration 40F: 3 clusters Score -3609590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Entering Unmasked Estep 
Score: -3056384.500000 Penalty: 5819.861816
	Iteration 0F: 2 clusters Score -3056384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -3044075.750000 Penalty: 11639.723633
	Iteration 0F: 3 clusters Score -3044076 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -3046963.750000 Penalty: 11639.723633
	Iteration 1F: 3 clusters Score -3046964 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -3047574.500000 Penalty: 11639.723633
	Iteration 2F: 3 clusters Score -3047574 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3048120.500000 Penalty: 11639.723633
	Iteration 3F: 3 clusters Score -3048120 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -3048665.000000 Penalty: 11639.723633
	Iteration 4F: 3 clusters Score -3048665 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -3049180.250000 Penalty: 11639.723633
	Iteration 5F: 3 clusters Score -3049180 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3049705.750000 Penalty: 11639.723633
	Iteration 6F: 3 clusters Score -3049706 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3050151.000000 Penalty: 11639.723633
	Iteration 7Q: 3 clusters Score -3050151 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -3050522.250000 Penalty: 11639.723633
	Iteration 8Q: 3 clusters Score -3050522 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -3050874.250000 Penalty: 11639.723633
	Iteration 9Q: 3 clusters Score -3050874 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3051153.250000 Penalty: 11639.723633
	Iteration 10Q: 3 clusters Score -3051153 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -3051330.750000 Penalty: 11639.723633
	Iteration 11Q: 3 clusters Score -3051331 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -3051444.000000 Penalty: 11639.723633
	Iteration 12Q: 3 clusters Score -3051444 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3051524.000000 Penalty: 11639.723633
	Iteration 13Q: 3 clusters Score -3051524 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -3051585.250000 Penalty: 11639.723633
	Iteration 14Q: 3 clusters Score -3051585 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -3051663.750000 Penalty: 11639.723633
	Iteration 15Q: 3 clusters Score -3051664 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -3051707.250000 Penalty: 11639.723633
	Iteration 16Q: 3 clusters Score -3051707 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3051751.000000 Penalty: 11639.723633
	Iteration 17Q: 3 clusters Score -3051751 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -3051784.000000 Penalty: 11639.723633
	Iteration 18Q: 3 clusters Score -3051784 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -3051812.750000 Penalty: 11639.723633
	Iteration 19Q: 3 clusters Score -3051813 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -3051831.750000 Penalty: 11639.723633
	Iteration 20F: 3 clusters Score -3051832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3051831.500000 Penalty: 11639.723633
	Iteration 21Q: 3 clusters Score -3051832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -3051835.750000 Penalty: 11639.723633
	Iteration 22Q: 3 clusters Score -3051836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -3051862.000000 Penalty: 11639.723633
	Iteration 23Q: 3 clusters Score -3051862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -3051881.250000 Penalty: 11639.723633
	Iteration 24Q: 3 clusters Score -3051881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -3051896.000000 Penalty: 11639.723633
	Iteration 25Q: 3 clusters Score -3051896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -3051906.750000 Penalty: 11639.723633
	Iteration 26Q: 3 clusters Score -3051907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3051915.000000 Penalty: 11639.723633
	Iteration 27Q: 3 clusters Score -3051915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -3051931.250000 Penalty: 11639.723633
	Iteration 28Q: 3 clusters Score -3051931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -3051937.500000 Penalty: 11639.723633
	Iteration 29Q: 3 clusters Score -3051938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -3051944.500000 Penalty: 11639.723633
	Iteration 30Q: 3 clusters Score -3051944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -3051955.750000 Penalty: 11639.723633
	Iteration 31Q: 3 clusters Score -3051956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3051963.000000 Penalty: 11639.723633
	Iteration 32Q: 3 clusters Score -3051963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -3051972.000000 Penalty: 11639.723633
	Iteration 33Q: 3 clusters Score -3051972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3051979.250000 Penalty: 11639.723633
	Iteration 34Q: 3 clusters Score -3051979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3051988.250000 Penalty: 11639.723633
	Iteration 35Q: 3 clusters Score -3051988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3051993.750000 Penalty: 11639.723633
	Iteration 36Q: 3 clusters Score -3051994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -3051992.250000 Penalty: 11639.723633
	Iteration 37Q: 3 clusters Score -3051992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -3052002.750000 Penalty: 11639.723633
	Iteration 38Q: 3 clusters Score -3052003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3052003.250000 Penalty: 11639.723633
	Iteration 39Q: 3 clusters Score -3052003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3052006.250000 Penalty: 11639.723633
	Iteration 40F: 3 clusters Score -3052006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3052012.000000 Penalty: 11639.723633
	Iteration 41Q: 3 clusters Score -3052012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3052014.000000 Penalty: 11639.723633
	Iteration 42Q: 3 clusters Score -3052014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -3052006.500000 Penalty: 11639.723633
	Iteration 43Q: 3 clusters Score -3052006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -3052015.000000 Penalty: 11639.723633
	Iteration 44Q: 3 clusters Score -3052015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3052016.250000 Penalty: 11639.723633
	Iteration 45Q: 3 clusters Score -3052016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3052015.750000 Penalty: 11639.723633
	Iteration 46Q: 3 clusters Score -3052016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -3052019.250000 Penalty: 11639.723633
	Iteration 47Q: 3 clusters Score -3052019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -3052022.250000 Penalty: 11639.723633
	Iteration 48Q: 3 clusters Score -3052022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -3052021.500000 Penalty: 11639.723633
	Iteration 49Q: 3 clusters Score -3052022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3052025.250000 Penalty: 11639.723633
	Iteration 50Q: 3 clusters Score -3052025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -3052027.000000 Penalty: 11639.723633
	Iteration 51Q: 3 clusters Score -3052027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -3052033.000000 Penalty: 11639.723633
	Iteration 52Q: 3 clusters Score -3052033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -3052030.500000 Penalty: 11639.723633
	Iteration 53Q: 3 clusters Score -3052030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -3052029.500000 Penalty: 11639.723633
	Iteration 54Q: 3 clusters Score -3052030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3052026.750000 Penalty: 11639.723633
	Iteration 55Q: 3 clusters Score -3052027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -3052027.250000 Penalty: 11639.723633
	Iteration 56Q: 3 clusters Score -3052027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3052031.750000 Penalty: 11639.723633
	Iteration 57Q: 3 clusters Score -3052032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3052032.750000 Penalty: 11639.723633
	Iteration 58Q: 3 clusters Score -3052033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3052028.500000 Penalty: 11639.723633
	Iteration 59Q: 3 clusters Score -3052028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3052028.250000 Penalty: 11639.723633
	Iteration 60F: 3 clusters Score -3052028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -3052031.000000 Penalty: 11639.723633
	Iteration 61Q: 3 clusters Score -3052031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -3052031.250000 Penalty: 11639.723633
	Iteration 62Q: 3 clusters Score -3052031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -3052031.250000 Penalty: 11639.723633
	Iteration 63F: 3 clusters Score -3052031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Entering Unmasked Estep 
Score: -7778607.500000 Penalty: 6403.536621
	Iteration 0F: 2 clusters Score -7778608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -7752778.500000 Penalty: 12807.073242
	Iteration 0F: 3 clusters Score -7752778 nChanged 14814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -7760395.500000 Penalty: 12807.073242
	Iteration 1F: 3 clusters Score -7760396 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -7761170.000000 Penalty: 12807.073242
	Iteration 2F: 3 clusters Score -7761170 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -7761727.000000 Penalty: 12807.073242
	Iteration 3Q: 3 clusters Score -7761727 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -7762178.000000 Penalty: 12807.073242
	Iteration 4Q: 3 clusters Score -7762178 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -7762668.000000 Penalty: 12807.073242
	Iteration 5Q: 3 clusters Score -7762668 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -7763214.500000 Penalty: 12807.073242
	Iteration 6Q: 3 clusters Score -7763214 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -7763869.000000 Penalty: 12807.073242
	Iteration 7Q: 3 clusters Score -7763869 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -7764684.500000 Penalty: 12807.073242
	Iteration 8Q: 3 clusters Score -7764684 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -7765888.500000 Penalty: 12807.073242
	Iteration 9Q: 3 clusters Score -7765888 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -7767375.500000 Penalty: 12807.073242
	Iteration 10F: 3 clusters Score -7767376 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -7768978.000000 Penalty: 12807.073242
	Iteration 11F: 3 clusters Score -7768978 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -7770312.000000 Penalty: 12807.073242
	Iteration 12Q: 3 clusters Score -7770312 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -7771294.000000 Penalty: 12807.073242
	Iteration 13Q: 3 clusters Score -7771294 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7771944.500000 Penalty: 12807.073242
	Iteration 14Q: 3 clusters Score -7771944 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7772357.000000 Penalty: 12807.073242
	Iteration 15Q: 3 clusters Score -7772357 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7772591.500000 Penalty: 12807.073242
	Iteration 16Q: 3 clusters Score -7772592 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7772704.000000 Penalty: 12807.073242
	Iteration 17Q: 3 clusters Score -7772704 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7772793.500000 Penalty: 12807.073242
	Iteration 18Q: 3 clusters Score -7772794 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7772852.000000 Penalty: 12807.073242
	Iteration 19Q: 3 clusters Score -7772852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7772898.500000 Penalty: 12807.073242
	Iteration 20F: 3 clusters Score -7772898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7772928.000000 Penalty: 12807.073242
	Iteration 21Q: 3 clusters Score -7772928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7772937.500000 Penalty: 12807.073242
	Iteration 22Q: 3 clusters Score -7772938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7772962.500000 Penalty: 12807.073242
	Iteration 23Q: 3 clusters Score -7772962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7772991.000000 Penalty: 12807.073242
	Iteration 24Q: 3 clusters Score -7772991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7773007.000000 Penalty: 12807.073242
	Iteration 25Q: 3 clusters Score -7773007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7773008.000000 Penalty: 12807.073242
	Iteration 26Q: 3 clusters Score -7773008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7773013.000000 Penalty: 12807.073242
	Iteration 27Q: 3 clusters Score -7773013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7773017.500000 Penalty: 12807.073242
	Iteration 28Q: 3 clusters Score -7773018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7773024.500000 Penalty: 12807.073242
	Iteration 29Q: 3 clusters Score -7773024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7773033.500000 Penalty: 12807.073242
	Iteration 30Q: 3 clusters Score -7773034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7773035.500000 Penalty: 12807.073242
	Iteration 31Q: 3 clusters Score -7773036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7773035.500000 Penalty: 12807.073242
	Iteration 32F: 3 clusters Score -7773036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Entering Unmasked Estep 
Score: -3690332.500000 Penalty: 5942.389648
	Iteration 0F: 2 clusters Score -3690332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -3676081.250000 Penalty: 11884.779297
	Iteration 0F: 3 clusters Score -3676081 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -3679572.750000 Penalty: 11884.779297
	Iteration 1F: 3 clusters Score -3679573 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3680130.500000 Penalty: 11884.779297
	Iteration 2F: 3 clusters Score -3680130 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3680528.750000 Penalty: 11884.779297
	Iteration 3Q: 3 clusters Score -3680529 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -3680824.500000 Penalty: 11884.779297
	Iteration 4Q: 3 clusters Score -3680824 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -3681094.000000 Penalty: 11884.779297
	Iteration 5Q: 3 clusters Score -3681094 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3681379.750000 Penalty: 11884.779297
	Iteration 6Q: 3 clusters Score -3681380 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -3681644.000000 Penalty: 11884.779297
	Iteration 7Q: 3 clusters Score -3681644 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3681931.500000 Penalty: 11884.779297
	Iteration 8Q: 3 clusters Score -3681932 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -3682226.750000 Penalty: 11884.779297
	Iteration 9Q: 3 clusters Score -3682227 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3682600.250000 Penalty: 11884.779297
	Iteration 10Q: 3 clusters Score -3682600 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -3682981.000000 Penalty: 11884.779297
	Iteration 11Q: 3 clusters Score -3682981 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3683377.250000 Penalty: 11884.779297
	Iteration 12Q: 3 clusters Score -3683377 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -3683798.750000 Penalty: 11884.779297
	Iteration 13Q: 3 clusters Score -3683799 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -3684204.500000 Penalty: 11884.779297
	Iteration 14Q: 3 clusters Score -3684204 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -3684524.750000 Penalty: 11884.779297
	Iteration 15Q: 3 clusters Score -3684525 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3684822.750000 Penalty: 11884.779297
	Iteration 16Q: 3 clusters Score -3684823 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -3685071.250000 Penalty: 11884.779297
	Iteration 17Q: 3 clusters Score -3685071 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3685237.750000 Penalty: 11884.779297
	Iteration 18Q: 3 clusters Score -3685238 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3685371.000000 Penalty: 11884.779297
	Iteration 19Q: 3 clusters Score -3685371 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3685485.000000 Penalty: 11884.779297
	Iteration 20F: 3 clusters Score -3685485 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -3685589.250000 Penalty: 11884.779297
	Iteration 21Q: 3 clusters Score -3685589 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -3685663.750000 Penalty: 11884.779297
	Iteration 22Q: 3 clusters Score -3685664 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -3685726.000000 Penalty: 11884.779297
	Iteration 23Q: 3 clusters Score -3685726 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -3685777.750000 Penalty: 11884.779297
	Iteration 24Q: 3 clusters Score -3685778 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -3685828.500000 Penalty: 11884.779297
	Iteration 25Q: 3 clusters Score -3685828 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3685874.500000 Penalty: 11884.779297
	Iteration 26Q: 3 clusters Score -3685874 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -3685903.750000 Penalty: 11884.779297
	Iteration 27Q: 3 clusters Score -3685904 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -3685939.000000 Penalty: 11884.779297
	Iteration 28Q: 3 clusters Score -3685939 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -3685956.250000 Penalty: 11884.779297
	Iteration 29Q: 3 clusters Score -3685956 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3685971.750000 Penalty: 11884.779297
	Iteration 30Q: 3 clusters Score -3685972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -3685982.000000 Penalty: 11884.779297
	Iteration 31Q: 3 clusters Score -3685982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3685995.000000 Penalty: 11884.779297
	Iteration 32Q: 3 clusters Score -3685995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -3686006.500000 Penalty: 11884.779297
	Iteration 33Q: 3 clusters Score -3686006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -3686013.000000 Penalty: 11884.779297
	Iteration 34Q: 3 clusters Score -3686013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -3686020.750000 Penalty: 11884.779297
	Iteration 35Q: 3 clusters Score -3686021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -3686027.500000 Penalty: 11884.779297
	Iteration 36Q: 3 clusters Score -3686028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -3686031.500000 Penalty: 11884.779297
	Iteration 37Q: 3 clusters Score -3686032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -3686040.000000 Penalty: 11884.779297
	Iteration 38Q: 3 clusters Score -3686040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -3686043.500000 Penalty: 11884.779297
	Iteration 39Q: 3 clusters Score -3686044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -3686036.750000 Penalty: 11884.779297
	Iteration 40F: 3 clusters Score -3686037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -3686044.250000 Penalty: 11884.779297
	Iteration 41Q: 3 clusters Score -3686044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -3686044.500000 Penalty: 11884.779297
	Iteration 42Q: 3 clusters Score -3686044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -3686046.000000 Penalty: 11884.779297
	Iteration 43Q: 3 clusters Score -3686046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -3686054.250000 Penalty: 11884.779297
	Iteration 44Q: 3 clusters Score -3686054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -3686058.000000 Penalty: 11884.779297
	Iteration 45Q: 3 clusters Score -3686058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -3686058.500000 Penalty: 11884.779297
	Iteration 46Q: 3 clusters Score -3686058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -3686058.500000 Penalty: 11884.779297
	Iteration 47Q: 3 clusters Score -3686058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -3686058.250000 Penalty: 11884.779297
	Iteration 48Q: 3 clusters Score -3686058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -3686054.750000 Penalty: 11884.779297
	Iteration 49Q: 3 clusters Score -3686055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -3686052.750000 Penalty: 11884.779297
	Iteration 50Q: 3 clusters Score -3686053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -3686056.000000 Penalty: 11884.779297
	Iteration 51Q: 3 clusters Score -3686056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3686065.500000 Penalty: 11884.779297
	Iteration 52Q: 3 clusters Score -3686066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -3686070.500000 Penalty: 11884.779297
	Iteration 53Q: 3 clusters Score -3686070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3686072.250000 Penalty: 11884.779297
	Iteration 54Q: 3 clusters Score -3686072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -3686072.750000 Penalty: 11884.779297
	Iteration 55Q: 3 clusters Score -3686073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -3686073.500000 Penalty: 11884.779297
	Iteration 56Q: 3 clusters Score -3686074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3686069.500000 Penalty: 11884.779297
	Iteration 57Q: 3 clusters Score -3686070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3686069.500000 Penalty: 11884.779297
	Iteration 58F: 3 clusters Score -3686070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -151749.953125 Penalty: 4049.051270
	Iteration 0F: 2 clusters Score -151750 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 354 members 
Entering Unmasked Estep 
Score: -148043.859375 Penalty: 8098.102539
	Iteration 0F: 3 clusters Score -148043.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -148352.156250 Penalty: 8098.102539
	Iteration 1F: 3 clusters Score -148352.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -148449.718750 Penalty: 8098.102539
	Iteration 2Q: 3 clusters Score -148449.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -148484.187500 Penalty: 8098.102539
	Iteration 3Q: 3 clusters Score -148484.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -148503.062500 Penalty: 8098.102539
	Iteration 4Q: 3 clusters Score -148503.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -148522.781250 Penalty: 8098.102539
	Iteration 5Q: 3 clusters Score -148522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -148523.875000 Penalty: 8098.102539
	Iteration 6Q: 3 clusters Score -148523.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -148525.781250 Penalty: 8098.102539
	Iteration 7Q: 3 clusters Score -148525.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -148525.781250 Penalty: 8098.102539
	Iteration 8F: 3 clusters Score -148525.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -143364.046875 Penalty: 4230.387207
	Iteration 0F: 2 clusters Score -143364 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 508 members 
Entering Unmasked Estep 
Score: -140030.875000 Penalty: 8460.774414
	Iteration 0F: 3 clusters Score -140030.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -142176.671875 Penalty: 8460.774414
	Iteration 1F: 3 clusters Score -142176.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -143901.843750 Penalty: 8460.774414
	Iteration 2F: 3 clusters Score -143901.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -144846.593750 Penalty: 8460.774414
	Iteration 3F: 3 clusters Score -144846.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -145318.390625 Penalty: 8460.774414
	Iteration 4Q: 3 clusters Score -145318.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -145642.890625 Penalty: 8460.774414
	Iteration 5Q: 3 clusters Score -145642.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -145781.500000 Penalty: 8460.774414
	Iteration 6Q: 3 clusters Score -145781.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -145865.156250 Penalty: 8460.774414
	Iteration 7Q: 3 clusters Score -145865.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -145950.031250 Penalty: 8460.774414
	Iteration 8Q: 3 clusters Score -145950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -146143.937500 Penalty: 8460.774414
	Iteration 9Q: 3 clusters Score -146143.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -146560.625000 Penalty: 8460.774414
	Iteration 10Q: 3 clusters Score -146560.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -147278.218750 Penalty: 8460.774414
	Iteration 11Q: 3 clusters Score -147278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -147317.515625 Penalty: 8460.774414
	Iteration 12Q: 3 clusters Score -147317.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -147347.046875 Penalty: 8460.774414
	Iteration 13Q: 3 clusters Score -147347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -147382.906250 Penalty: 8460.774414
	Iteration 14Q: 3 clusters Score -147382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -147402.093750 Penalty: 8460.774414
	Iteration 15Q: 3 clusters Score -147402.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -147435.578125 Penalty: 8460.774414
	Iteration 16Q: 3 clusters Score -147435.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -147467.328125 Penalty: 8460.774414
	Iteration 17Q: 3 clusters Score -147467.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -147526.031250 Penalty: 8460.774414
	Iteration 18Q: 3 clusters Score -147526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -147562.281250 Penalty: 8460.774414
	Iteration 19Q: 3 clusters Score -147562.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -147594.015625 Penalty: 8460.774414
	Iteration 20F: 3 clusters Score -147594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -147613.609375 Penalty: 8460.774414
	Iteration 21Q: 3 clusters Score -147613.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -147624.421875 Penalty: 8460.774414
	Iteration 22Q: 3 clusters Score -147624.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -147629.062500 Penalty: 8460.774414
	Iteration 23Q: 3 clusters Score -147629.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -147629.062500 Penalty: 8460.774414
	Iteration 24F: 3 clusters Score -147629.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 20840 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39801 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 10986 members 
Mstep: Class 7 contains 104322 members 
Mstep: Class 8 contains 21524 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15943 members 
Mstep: Class 13 contains 13384 members 
Mstep: Class 14 contains 34709 members 
Mstep: Class 15 contains 16348 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179894 members 
Mstep: Class 22 contains 12184 members 
Mstep: Class 23 contains 23365 members 
Mstep: Class 24 contains 374 members 
Entering Unmasked Estep 
Score: -138230368.000000 Penalty: 195975.750000
Splitting cluster 17 changes total score from -138229936.000000 to -138230368.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (4810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Entering Unmasked Estep 
Score: -1047335.937500 Penalty: 5193.052246
	Iteration 0F: 2 clusters Score -1047336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1040455.250000 Penalty: 10386.104492
	Iteration 0F: 3 clusters Score -1040455 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1041489.000000 Penalty: 10386.104492
	Iteration 1F: 3 clusters Score -1041489 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1041768.812500 Penalty: 10386.104492
	Iteration 2F: 3 clusters Score -1041769 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1041913.437500 Penalty: 10386.104492
	Iteration 3Q: 3 clusters Score -1041913 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1042011.000000 Penalty: 10386.104492
	Iteration 4Q: 3 clusters Score -1042011 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1042078.437500 Penalty: 10386.104492
	Iteration 5Q: 3 clusters Score -1042078 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1042120.500000 Penalty: 10386.104492
	Iteration 6Q: 3 clusters Score -1042120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1042158.000000 Penalty: 10386.104492
	Iteration 7Q: 3 clusters Score -1042158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1042202.375000 Penalty: 10386.104492
	Iteration 8Q: 3 clusters Score -1042202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1042246.875000 Penalty: 10386.104492
	Iteration 9Q: 3 clusters Score -1042247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1042279.687500 Penalty: 10386.104492
	Iteration 10Q: 3 clusters Score -1042280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1042317.812500 Penalty: 10386.104492
	Iteration 11Q: 3 clusters Score -1042318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1042350.375000 Penalty: 10386.104492
	Iteration 12Q: 3 clusters Score -1042350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1042368.250000 Penalty: 10386.104492
	Iteration 13Q: 3 clusters Score -1042368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1042387.937500 Penalty: 10386.104492
	Iteration 14Q: 3 clusters Score -1042388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1042407.000000 Penalty: 10386.104492
	Iteration 15Q: 3 clusters Score -1042407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1042429.500000 Penalty: 10386.104492
	Iteration 16Q: 3 clusters Score -1042430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1042445.437500 Penalty: 10386.104492
	Iteration 17Q: 3 clusters Score -1042445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1042461.625000 Penalty: 10386.104492
	Iteration 18Q: 3 clusters Score -1042462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1042476.687500 Penalty: 10386.104492
	Iteration 19Q: 3 clusters Score -1042477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1042489.500000 Penalty: 10386.104492
	Iteration 20F: 3 clusters Score -1042490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1042498.937500 Penalty: 10386.104492
	Iteration 21Q: 3 clusters Score -1042499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1042512.750000 Penalty: 10386.104492
	Iteration 22Q: 3 clusters Score -1042513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1042516.375000 Penalty: 10386.104492
	Iteration 23Q: 3 clusters Score -1042516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1042519.562500 Penalty: 10386.104492
	Iteration 24Q: 3 clusters Score -1042520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1042521.312500 Penalty: 10386.104492
	Iteration 25Q: 3 clusters Score -1042521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1042529.062500 Penalty: 10386.104492
	Iteration 26Q: 3 clusters Score -1042529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1042532.875000 Penalty: 10386.104492
	Iteration 27Q: 3 clusters Score -1042533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1042545.812500 Penalty: 10386.104492
	Iteration 28Q: 3 clusters Score -1042546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1042558.000000 Penalty: 10386.104492
	Iteration 29Q: 3 clusters Score -1042558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1042570.250000 Penalty: 10386.104492
	Iteration 30Q: 3 clusters Score -1042570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1042590.250000 Penalty: 10386.104492
	Iteration 31Q: 3 clusters Score -1042590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1042623.750000 Penalty: 10386.104492
	Iteration 32Q: 3 clusters Score -1042624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1042675.687500 Penalty: 10386.104492
	Iteration 33Q: 3 clusters Score -1042676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1042719.437500 Penalty: 10386.104492
	Iteration 34Q: 3 clusters Score -1042719 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1042769.500000 Penalty: 10386.104492
	Iteration 35Q: 3 clusters Score -1042770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1042817.125000 Penalty: 10386.104492
	Iteration 36Q: 3 clusters Score -1042817 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1042876.437500 Penalty: 10386.104492
	Iteration 37Q: 3 clusters Score -1042876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1042916.812500 Penalty: 10386.104492
	Iteration 38Q: 3 clusters Score -1042917 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1042941.625000 Penalty: 10386.104492
	Iteration 39Q: 3 clusters Score -1042942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1042961.250000 Penalty: 10386.104492
	Iteration 40F: 3 clusters Score -1042961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1042975.062500 Penalty: 10386.104492
	Iteration 41Q: 3 clusters Score -1042975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1042983.437500 Penalty: 10386.104492
	Iteration 42Q: 3 clusters Score -1042983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1042993.937500 Penalty: 10386.104492
	Iteration 43Q: 3 clusters Score -1042994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1043002.562500 Penalty: 10386.104492
	Iteration 44Q: 3 clusters Score -1043003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1043015.750000 Penalty: 10386.104492
	Iteration 45Q: 3 clusters Score -1043016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1043022.625000 Penalty: 10386.104492
	Iteration 46Q: 3 clusters Score -1043023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1043027.187500 Penalty: 10386.104492
	Iteration 47Q: 3 clusters Score -1043027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1043031.812500 Penalty: 10386.104492
	Iteration 48Q: 3 clusters Score -1043032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1043041.125000 Penalty: 10386.104492
	Iteration 49Q: 3 clusters Score -1043041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1043045.437500 Penalty: 10386.104492
	Iteration 50Q: 3 clusters Score -1043045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1043049.125000 Penalty: 10386.104492
	Iteration 51Q: 3 clusters Score -1043049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1043055.500000 Penalty: 10386.104492
	Iteration 52Q: 3 clusters Score -1043056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1043059.250000 Penalty: 10386.104492
	Iteration 53Q: 3 clusters Score -1043059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1043066.000000 Penalty: 10386.104492
	Iteration 54Q: 3 clusters Score -1043066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1043071.750000 Penalty: 10386.104492
	Iteration 55Q: 3 clusters Score -1043072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1043079.500000 Penalty: 10386.104492
	Iteration 56Q: 3 clusters Score -1043080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1043084.062500 Penalty: 10386.104492
	Iteration 57Q: 3 clusters Score -1043084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1043091.812500 Penalty: 10386.104492
	Iteration 58Q: 3 clusters Score -1043092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1043099.125000 Penalty: 10386.104492
	Iteration 59Q: 3 clusters Score -1043099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1043106.562500 Penalty: 10386.104492
	Iteration 60F: 3 clusters Score -1043107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1043116.250000 Penalty: 10386.104492
	Iteration 61Q: 3 clusters Score -1043116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1043123.187500 Penalty: 10386.104492
	Iteration 62Q: 3 clusters Score -1043123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1043129.500000 Penalty: 10386.104492
	Iteration 63Q: 3 clusters Score -1043130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1043139.812500 Penalty: 10386.104492
	Iteration 64Q: 3 clusters Score -1043140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1043151.000000 Penalty: 10386.104492
	Iteration 65Q: 3 clusters Score -1043151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1043166.312500 Penalty: 10386.104492
	Iteration 66Q: 3 clusters Score -1043166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1043182.437500 Penalty: 10386.104492
	Iteration 67Q: 3 clusters Score -1043182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1043198.250000 Penalty: 10386.104492
	Iteration 68Q: 3 clusters Score -1043198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1043216.687500 Penalty: 10386.104492
	Iteration 69Q: 3 clusters Score -1043217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1043231.750000 Penalty: 10386.104492
	Iteration 70Q: 3 clusters Score -1043232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1043240.062500 Penalty: 10386.104492
	Iteration 71Q: 3 clusters Score -1043240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1043247.562500 Penalty: 10386.104492
	Iteration 72Q: 3 clusters Score -1043248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1043251.687500 Penalty: 10386.104492
	Iteration 73Q: 3 clusters Score -1043252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1043258.562500 Penalty: 10386.104492
	Iteration 74Q: 3 clusters Score -1043259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1043264.187500 Penalty: 10386.104492
	Iteration 75Q: 3 clusters Score -1043264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1043271.500000 Penalty: 10386.104492
	Iteration 76Q: 3 clusters Score -1043272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1043278.625000 Penalty: 10386.104492
	Iteration 77Q: 3 clusters Score -1043279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1043290.187500 Penalty: 10386.104492
	Iteration 78Q: 3 clusters Score -1043290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1043302.687500 Penalty: 10386.104492
	Iteration 79Q: 3 clusters Score -1043303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1043323.625000 Penalty: 10386.104492
	Iteration 80F: 3 clusters Score -1043324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1043338.500000 Penalty: 10386.104492
	Iteration 81Q: 3 clusters Score -1043338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1043358.625000 Penalty: 10386.104492
	Iteration 82Q: 3 clusters Score -1043359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1043391.562500 Penalty: 10386.104492
	Iteration 83Q: 3 clusters Score -1043392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1043424.437500 Penalty: 10386.104492
	Iteration 84Q: 3 clusters Score -1043424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1043465.250000 Penalty: 10386.104492
	Iteration 85Q: 3 clusters Score -1043465 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1043537.937500 Penalty: 10386.104492
	Iteration 86Q: 3 clusters Score -1043538 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1043694.000000 Penalty: 10386.104492
	Iteration 87Q: 3 clusters Score -1043694 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1043960.500000 Penalty: 10386.104492
	Iteration 88Q: 3 clusters Score -1043960 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1044284.500000 Penalty: 10386.104492
	Iteration 89Q: 3 clusters Score -1044284 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1044492.875000 Penalty: 10386.104492
	Iteration 90Q: 3 clusters Score -1044493 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1044691.125000 Penalty: 10386.104492
	Iteration 91Q: 3 clusters Score -1044691 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1044851.125000 Penalty: 10386.104492
	Iteration 92Q: 3 clusters Score -1044851 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1044989.125000 Penalty: 10386.104492
	Iteration 93Q: 3 clusters Score -1044989 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1045124.562500 Penalty: 10386.104492
	Iteration 94Q: 3 clusters Score -1045125 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1045232.250000 Penalty: 10386.104492
	Iteration 95Q: 3 clusters Score -1045232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1045289.812500 Penalty: 10386.104492
	Iteration 96Q: 3 clusters Score -1045290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1045306.625000 Penalty: 10386.104492
	Iteration 97Q: 3 clusters Score -1045307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1045318.187500 Penalty: 10386.104492
	Iteration 98Q: 3 clusters Score -1045318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1045329.062500 Penalty: 10386.104492
	Iteration 99Q: 3 clusters Score -1045329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1045337.750000 Penalty: 10386.104492
	Iteration 100F: 3 clusters Score -1045338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1045344.062500 Penalty: 10386.104492
	Iteration 101Q: 3 clusters Score -1045344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1045345.187500 Penalty: 10386.104492
	Iteration 102Q: 3 clusters Score -1045345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1045347.812500 Penalty: 10386.104492
	Iteration 103Q: 3 clusters Score -1045348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1045351.000000 Penalty: 10386.104492
	Iteration 104Q: 3 clusters Score -1045351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1045352.062500 Penalty: 10386.104492
	Iteration 105Q: 3 clusters Score -1045352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1045358.687500 Penalty: 10386.104492
	Iteration 106Q: 3 clusters Score -1045359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1045359.062500 Penalty: 10386.104492
	Iteration 107Q: 3 clusters Score -1045359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1045360.500000 Penalty: 10386.104492
	Iteration 108Q: 3 clusters Score -1045360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1045362.250000 Penalty: 10386.104492
	Iteration 109Q: 3 clusters Score -1045362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1045364.687500 Penalty: 10386.104492
	Iteration 110Q: 3 clusters Score -1045365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1045366.875000 Penalty: 10386.104492
	Iteration 111Q: 3 clusters Score -1045367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1045370.125000 Penalty: 10386.104492
	Iteration 112Q: 3 clusters Score -1045370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1045370.125000 Penalty: 10386.104492
	Iteration 113F: 3 clusters Score -1045370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -498655.562500 Penalty: 4816.721680
	Iteration 0F: 2 clusters Score -498655.6 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 1353 members 
Entering Unmasked Estep 
Score: -493496.156250 Penalty: 9633.443359
	Iteration 0F: 3 clusters Score -493496.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -495960.500000 Penalty: 9633.443359
	Iteration 1F: 3 clusters Score -495960.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -498277.031250 Penalty: 9633.443359
	Iteration 2F: 3 clusters Score -498277 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -499973.937500 Penalty: 9633.443359
	Iteration 3F: 3 clusters Score -499973.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -501213.687500 Penalty: 9633.443359
	Iteration 4F: 3 clusters Score -501213.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -501808.531250 Penalty: 9633.443359
	Iteration 5Q: 3 clusters Score -501808.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -501950.468750 Penalty: 9633.443359
	Iteration 6Q: 3 clusters Score -501950.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -502091.093750 Penalty: 9633.443359
	Iteration 7Q: 3 clusters Score -502091.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -502340.750000 Penalty: 9633.443359
	Iteration 8Q: 3 clusters Score -502340.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -502459.000000 Penalty: 9633.443359
	Iteration 9Q: 3 clusters Score -502459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -502486.468750 Penalty: 9633.443359
	Iteration 10Q: 3 clusters Score -502486.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -502498.187500 Penalty: 9633.443359
	Iteration 11Q: 3 clusters Score -502498.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -502509.125000 Penalty: 9633.443359
	Iteration 12Q: 3 clusters Score -502509.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -502513.781250 Penalty: 9633.443359
	Iteration 13Q: 3 clusters Score -502513.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -502516.812500 Penalty: 9633.443359
	Iteration 14Q: 3 clusters Score -502516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -502533.593750 Penalty: 9633.443359
	Iteration 15Q: 3 clusters Score -502533.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -502595.125000 Penalty: 9633.443359
	Iteration 16Q: 3 clusters Score -502595.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -502678.875000 Penalty: 9633.443359
	Iteration 17Q: 3 clusters Score -502678.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -502787.843750 Penalty: 9633.443359
	Iteration 18Q: 3 clusters Score -502787.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -502954.656250 Penalty: 9633.443359
	Iteration 19Q: 3 clusters Score -502954.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -503172.281250 Penalty: 9633.443359
	Iteration 20F: 3 clusters Score -503172.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -503274.093750 Penalty: 9633.443359
	Iteration 21Q: 3 clusters Score -503274.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -503306.593750 Penalty: 9633.443359
	Iteration 22Q: 3 clusters Score -503306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -503327.218750 Penalty: 9633.443359
	Iteration 23Q: 3 clusters Score -503327.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -503350.781250 Penalty: 9633.443359
	Iteration 24Q: 3 clusters Score -503350.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -503376.250000 Penalty: 9633.443359
	Iteration 25Q: 3 clusters Score -503376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -503389.031250 Penalty: 9633.443359
	Iteration 26Q: 3 clusters Score -503389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -503396.562500 Penalty: 9633.443359
	Iteration 27Q: 3 clusters Score -503396.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -503442.562500 Penalty: 9633.443359
	Iteration 28F: 3 clusters Score -503442.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -503486.843750 Penalty: 9633.443359
	Iteration 29Q: 3 clusters Score -503486.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -503503.437500 Penalty: 9633.443359
	Iteration 30Q: 3 clusters Score -503503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -503523.062500 Penalty: 9633.443359
	Iteration 31Q: 3 clusters Score -503523.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -503542.906250 Penalty: 9633.443359
	Iteration 32Q: 3 clusters Score -503542.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -503557.781250 Penalty: 9633.443359
	Iteration 33Q: 3 clusters Score -503557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -503567.000000 Penalty: 9633.443359
	Iteration 34Q: 3 clusters Score -503567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -503603.687500 Penalty: 9633.443359
	Iteration 35Q: 3 clusters Score -503603.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -503624.968750 Penalty: 9633.443359
	Iteration 36Q: 3 clusters Score -503625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -503659.062500 Penalty: 9633.443359
	Iteration 37F: 3 clusters Score -503659.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -503863.656250 Penalty: 9633.443359
	Iteration 38Q: 3 clusters Score -503863.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -504516.593750 Penalty: 9633.443359
	Iteration 39Q: 3 clusters Score -504516.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -505829.343750 Penalty: 9633.443359
	Iteration 40F: 3 clusters Score -505829.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -505869.187500 Penalty: 9633.443359
	Iteration 41Q: 3 clusters Score -505869.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -505869.187500 Penalty: 9633.443359
	Iteration 42F: 3 clusters Score -505869.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 20840 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39801 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 10986 members 
Mstep: Class 7 contains 104322 members 
Mstep: Class 8 contains 21524 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15943 members 
Mstep: Class 13 contains 13384 members 
Mstep: Class 14 contains 34709 members 
Mstep: Class 15 contains 16348 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 1060 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179894 members 
Mstep: Class 22 contains 12184 members 
Mstep: Class 23 contains 23365 members 
Mstep: Class 24 contains 374 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
Score: -138234480.000000 Penalty: 204141.406250
Splitting cluster 19 changes total score from -138229936.000000 to -138234480.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (7765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Entering Unmasked Estep 
Score: -1701538.750000 Penalty: 5486.396484
	Iteration 0F: 2 clusters Score -1701539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1692686.375000 Penalty: 10972.792969
	Iteration 0F: 3 clusters Score -1692686 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1694465.500000 Penalty: 10972.792969
	Iteration 1F: 3 clusters Score -1694466 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1694942.625000 Penalty: 10972.792969
	Iteration 2F: 3 clusters Score -1694943 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1695248.750000 Penalty: 10972.792969
	Iteration 3F: 3 clusters Score -1695249 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1695498.250000 Penalty: 10972.792969
	Iteration 4Q: 3 clusters Score -1695498 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1695687.250000 Penalty: 10972.792969
	Iteration 5Q: 3 clusters Score -1695687 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1695858.000000 Penalty: 10972.792969
	Iteration 6Q: 3 clusters Score -1695858 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1695996.500000 Penalty: 10972.792969
	Iteration 7Q: 3 clusters Score -1695996 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1696136.750000 Penalty: 10972.792969
	Iteration 8Q: 3 clusters Score -1696137 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1696301.500000 Penalty: 10972.792969
	Iteration 9Q: 3 clusters Score -1696302 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1696482.875000 Penalty: 10972.792969
	Iteration 10Q: 3 clusters Score -1696483 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1696658.500000 Penalty: 10972.792969
	Iteration 11Q: 3 clusters Score -1696658 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1696843.000000 Penalty: 10972.792969
	Iteration 12Q: 3 clusters Score -1696843 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1697073.625000 Penalty: 10972.792969
	Iteration 13Q: 3 clusters Score -1697074 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1697309.500000 Penalty: 10972.792969
	Iteration 14Q: 3 clusters Score -1697310 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1697513.750000 Penalty: 10972.792969
	Iteration 15Q: 3 clusters Score -1697514 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1697691.750000 Penalty: 10972.792969
	Iteration 16Q: 3 clusters Score -1697692 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1697818.750000 Penalty: 10972.792969
	Iteration 17Q: 3 clusters Score -1697819 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1697900.750000 Penalty: 10972.792969
	Iteration 18Q: 3 clusters Score -1697901 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1697963.625000 Penalty: 10972.792969
	Iteration 19Q: 3 clusters Score -1697964 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1698012.875000 Penalty: 10972.792969
	Iteration 20F: 3 clusters Score -1698013 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1698053.000000 Penalty: 10972.792969
	Iteration 21Q: 3 clusters Score -1698053 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1698082.750000 Penalty: 10972.792969
	Iteration 22Q: 3 clusters Score -1698083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1698110.125000 Penalty: 10972.792969
	Iteration 23Q: 3 clusters Score -1698110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1698135.125000 Penalty: 10972.792969
	Iteration 24Q: 3 clusters Score -1698135 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1698156.750000 Penalty: 10972.792969
	Iteration 25Q: 3 clusters Score -1698157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1698165.750000 Penalty: 10972.792969
	Iteration 26Q: 3 clusters Score -1698166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1698178.125000 Penalty: 10972.792969
	Iteration 27Q: 3 clusters Score -1698178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1698188.125000 Penalty: 10972.792969
	Iteration 28Q: 3 clusters Score -1698188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1698196.750000 Penalty: 10972.792969
	Iteration 29Q: 3 clusters Score -1698197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1698207.000000 Penalty: 10972.792969
	Iteration 30Q: 3 clusters Score -1698207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1698217.375000 Penalty: 10972.792969
	Iteration 31Q: 3 clusters Score -1698217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1698222.875000 Penalty: 10972.792969
	Iteration 32Q: 3 clusters Score -1698223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1698226.375000 Penalty: 10972.792969
	Iteration 33Q: 3 clusters Score -1698226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1698225.500000 Penalty: 10972.792969
	Iteration 34Q: 3 clusters Score -1698226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1698228.750000 Penalty: 10972.792969
	Iteration 35Q: 3 clusters Score -1698229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1698237.625000 Penalty: 10972.792969
	Iteration 36Q: 3 clusters Score -1698238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1698236.875000 Penalty: 10972.792969
	Iteration 37Q: 3 clusters Score -1698237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1698235.375000 Penalty: 10972.792969
	Iteration 38Q: 3 clusters Score -1698235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1698238.750000 Penalty: 10972.792969
	Iteration 39Q: 3 clusters Score -1698239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1698241.625000 Penalty: 10972.792969
	Iteration 40F: 3 clusters Score -1698242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1698242.250000 Penalty: 10972.792969
	Iteration 41Q: 3 clusters Score -1698242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1698244.250000 Penalty: 10972.792969
	Iteration 42Q: 3 clusters Score -1698244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1698244.250000 Penalty: 10972.792969
	Iteration 43F: 3 clusters Score -1698244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (179894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179894 members 
Entering Unmasked Estep 
Score: -40704348.000000 Penalty: 7411.325684
	Iteration 0F: 2 clusters Score -4.070435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90126 members 
Mstep: Class 2 contains 89768 members 
Entering Unmasked Estep 
Score: -40583224.000000 Penalty: 14822.651367
	Iteration 0F: 3 clusters Score -4.058322e+07 nChanged 83689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92747 members 
Mstep: Class 2 contains 87147 members 
Entering Unmasked Estep 
Score: -40629576.000000 Penalty: 14822.651367
	Iteration 1F: 3 clusters Score -4.062958e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94398 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -40631096.000000 Penalty: 14822.651367
	Iteration 2Q: 3 clusters Score -4.06311e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96875 members 
Mstep: Class 2 contains 83019 members 
Entering Unmasked Estep 
Score: -40632744.000000 Penalty: 14822.651367
	Iteration 3Q: 3 clusters Score -4.063274e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -40634196.000000 Penalty: 14822.651367
	Iteration 4Q: 3 clusters Score -4.06342e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105582 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -40636504.000000 Penalty: 14822.651367
	Iteration 5Q: 3 clusters Score -4.06365e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 66944 members 
Entering Unmasked Estep 
Score: -40639836.000000 Penalty: 14822.651367
	Iteration 6Q: 3 clusters Score -4.063984e+07 nChanged 10661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123333 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -40646032.000000 Penalty: 14822.651367
	Iteration 7F: 3 clusters Score -4.064603e+07 nChanged 13752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137005 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -40656616.000000 Penalty: 14822.651367
	Iteration 8F: 3 clusters Score -4.065662e+07 nChanged 15605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152586 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -40671128.000000 Penalty: 14822.651367
	Iteration 9F: 3 clusters Score -4.067113e+07 nChanged 13512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166088 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -40684384.000000 Penalty: 14822.651367
	Iteration 10F: 3 clusters Score -4.068438e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174282 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -40692624.000000 Penalty: 14822.651367
	Iteration 11Q: 3 clusters Score -4.069262e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177657 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -40695972.000000 Penalty: 14822.651367
	Iteration 12Q: 3 clusters Score -4.069597e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178728 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -40697116.000000 Penalty: 14822.651367
	Iteration 13Q: 3 clusters Score -4.069712e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179032 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -40697572.000000 Penalty: 14822.651367
	Iteration 14Q: 3 clusters Score -4.069757e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179150 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -40697764.000000 Penalty: 14822.651367
	Iteration 15Q: 3 clusters Score -4.069776e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179187 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -40697816.000000 Penalty: 14822.651367
	Iteration 16Q: 3 clusters Score -4.069782e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179218 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -40697896.000000 Penalty: 14822.651367
	Iteration 17Q: 3 clusters Score -4.06979e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179238 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -40697944.000000 Penalty: 14822.651367
	Iteration 18Q: 3 clusters Score -4.069794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179248 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -40698024.000000 Penalty: 14822.651367
	Iteration 19Q: 3 clusters Score -4.069802e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179262 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -40698020.000000 Penalty: 14822.651367
	Iteration 20F: 3 clusters Score -4.069802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179272 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -40698032.000000 Penalty: 14822.651367
	Iteration 21Q: 3 clusters Score -4.069803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179275 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -40698048.000000 Penalty: 14822.651367
	Iteration 22Q: 3 clusters Score -4.069805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179278 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -40698056.000000 Penalty: 14822.651367
	Iteration 23Q: 3 clusters Score -4.069806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179282 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -40698044.000000 Penalty: 14822.651367
	Iteration 24Q: 3 clusters Score -4.069804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179285 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -40698072.000000 Penalty: 14822.651367
	Iteration 25Q: 3 clusters Score -4.069807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179287 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -40698076.000000 Penalty: 14822.651367
	Iteration 26Q: 3 clusters Score -4.069808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179287 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -40698092.000000 Penalty: 14822.651367
	Iteration 27Q: 3 clusters Score -4.069809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179287 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -40698092.000000 Penalty: 14822.651367
	Iteration 28F: 3 clusters Score -4.069809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Entering Unmasked Estep 
Score: -2646154.000000 Penalty: 5762.325684
	Iteration 0F: 2 clusters Score -2646154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2634493.000000 Penalty: 11524.651367
	Iteration 0F: 3 clusters Score -2634493 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2637220.750000 Penalty: 11524.651367
	Iteration 1F: 3 clusters Score -2637221 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2637791.000000 Penalty: 11524.651367
	Iteration 2F: 3 clusters Score -2637791 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2638136.750000 Penalty: 11524.651367
	Iteration 3Q: 3 clusters Score -2638137 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2638447.250000 Penalty: 11524.651367
	Iteration 4Q: 3 clusters Score -2638447 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2638706.000000 Penalty: 11524.651367
	Iteration 5Q: 3 clusters Score -2638706 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2638910.000000 Penalty: 11524.651367
	Iteration 6Q: 3 clusters Score -2638910 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2639098.750000 Penalty: 11524.651367
	Iteration 7Q: 3 clusters Score -2639099 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2639312.250000 Penalty: 11524.651367
	Iteration 8Q: 3 clusters Score -2639312 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2639491.500000 Penalty: 11524.651367
	Iteration 9Q: 3 clusters Score -2639492 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2639683.500000 Penalty: 11524.651367
	Iteration 10Q: 3 clusters Score -2639684 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2639919.750000 Penalty: 11524.651367
	Iteration 11Q: 3 clusters Score -2639920 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2640199.750000 Penalty: 11524.651367
	Iteration 12Q: 3 clusters Score -2640200 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2640491.500000 Penalty: 11524.651367
	Iteration 13Q: 3 clusters Score -2640492 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2640815.750000 Penalty: 11524.651367
	Iteration 14Q: 3 clusters Score -2640816 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2641155.250000 Penalty: 11524.651367
	Iteration 15Q: 3 clusters Score -2641155 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2641547.750000 Penalty: 11524.651367
	Iteration 16Q: 3 clusters Score -2641548 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2641887.750000 Penalty: 11524.651367
	Iteration 17Q: 3 clusters Score -2641888 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2642203.750000 Penalty: 11524.651367
	Iteration 18Q: 3 clusters Score -2642204 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2642447.500000 Penalty: 11524.651367
	Iteration 19Q: 3 clusters Score -2642448 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2642594.250000 Penalty: 11524.651367
	Iteration 20F: 3 clusters Score -2642594 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2642687.250000 Penalty: 11524.651367
	Iteration 21Q: 3 clusters Score -2642687 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2642739.000000 Penalty: 11524.651367
	Iteration 22Q: 3 clusters Score -2642739 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2642764.250000 Penalty: 11524.651367
	Iteration 23Q: 3 clusters Score -2642764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2642782.500000 Penalty: 11524.651367
	Iteration 24Q: 3 clusters Score -2642782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2642792.250000 Penalty: 11524.651367
	Iteration 25Q: 3 clusters Score -2642792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2642803.000000 Penalty: 11524.651367
	Iteration 26Q: 3 clusters Score -2642803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2642801.000000 Penalty: 11524.651367
	Iteration 27Q: 3 clusters Score -2642801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2642801.250000 Penalty: 11524.651367
	Iteration 28Q: 3 clusters Score -2642801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2642810.250000 Penalty: 11524.651367
	Iteration 29Q: 3 clusters Score -2642810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2642815.250000 Penalty: 11524.651367
	Iteration 30Q: 3 clusters Score -2642815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2642820.750000 Penalty: 11524.651367
	Iteration 31Q: 3 clusters Score -2642821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2642821.250000 Penalty: 11524.651367
	Iteration 32Q: 3 clusters Score -2642821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2642823.500000 Penalty: 11524.651367
	Iteration 33Q: 3 clusters Score -2642824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2642826.750000 Penalty: 11524.651367
	Iteration 34Q: 3 clusters Score -2642827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2642832.500000 Penalty: 11524.651367
	Iteration 35Q: 3 clusters Score -2642832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2642836.250000 Penalty: 11524.651367
	Iteration 36Q: 3 clusters Score -2642836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2642835.750000 Penalty: 11524.651367
	Iteration 37Q: 3 clusters Score -2642836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2642833.500000 Penalty: 11524.651367
	Iteration 38Q: 3 clusters Score -2642834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2642833.500000 Penalty: 11524.651367
	Iteration 39F: 3 clusters Score -2642834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Entering Unmasked Estep 
Score: -5326891.500000 Penalty: 6161.133789
	Iteration 0F: 2 clusters Score -5326892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -5308275.000000 Penalty: 12322.267578
	Iteration 0F: 3 clusters Score -5308275 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -5313377.500000 Penalty: 12322.267578
	Iteration 1F: 3 clusters Score -5313378 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -5314042.500000 Penalty: 12322.267578
	Iteration 2F: 3 clusters Score -5314042 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -5314439.500000 Penalty: 12322.267578
	Iteration 3Q: 3 clusters Score -5314440 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -5314810.000000 Penalty: 12322.267578
	Iteration 4Q: 3 clusters Score -5314810 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -5315084.000000 Penalty: 12322.267578
	Iteration 5Q: 3 clusters Score -5315084 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -5315332.000000 Penalty: 12322.267578
	Iteration 6Q: 3 clusters Score -5315332 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -5315503.500000 Penalty: 12322.267578
	Iteration 7Q: 3 clusters Score -5315504 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -5315693.500000 Penalty: 12322.267578
	Iteration 8Q: 3 clusters Score -5315694 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -5315868.500000 Penalty: 12322.267578
	Iteration 9Q: 3 clusters Score -5315868 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -5316042.000000 Penalty: 12322.267578
	Iteration 10Q: 3 clusters Score -5316042 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -5316219.500000 Penalty: 12322.267578
	Iteration 11Q: 3 clusters Score -5316220 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -5316379.000000 Penalty: 12322.267578
	Iteration 12Q: 3 clusters Score -5316379 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -5316618.000000 Penalty: 12322.267578
	Iteration 13Q: 3 clusters Score -5316618 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -5316870.500000 Penalty: 12322.267578
	Iteration 14Q: 3 clusters Score -5316870 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -5317182.000000 Penalty: 12322.267578
	Iteration 15Q: 3 clusters Score -5317182 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -5317581.500000 Penalty: 12322.267578
	Iteration 16Q: 3 clusters Score -5317582 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -5318158.000000 Penalty: 12322.267578
	Iteration 17Q: 3 clusters Score -5318158 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -5318840.000000 Penalty: 12322.267578
	Iteration 18Q: 3 clusters Score -5318840 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -5319530.000000 Penalty: 12322.267578
	Iteration 19Q: 3 clusters Score -5319530 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -5320251.500000 Penalty: 12322.267578
	Iteration 20F: 3 clusters Score -5320252 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -5320822.000000 Penalty: 12322.267578
	Iteration 21Q: 3 clusters Score -5320822 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -5321288.500000 Penalty: 12322.267578
	Iteration 22Q: 3 clusters Score -5321288 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -5321703.500000 Penalty: 12322.267578
	Iteration 23Q: 3 clusters Score -5321704 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -5321987.000000 Penalty: 12322.267578
	Iteration 24Q: 3 clusters Score -5321987 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -5322232.000000 Penalty: 12322.267578
	Iteration 25Q: 3 clusters Score -5322232 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -5322426.000000 Penalty: 12322.267578
	Iteration 26Q: 3 clusters Score -5322426 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -5322598.000000 Penalty: 12322.267578
	Iteration 27Q: 3 clusters Score -5322598 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -5322726.500000 Penalty: 12322.267578
	Iteration 28Q: 3 clusters Score -5322726 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -5322842.000000 Penalty: 12322.267578
	Iteration 29Q: 3 clusters Score -5322842 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -5322944.500000 Penalty: 12322.267578
	Iteration 30Q: 3 clusters Score -5322944 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -5322985.500000 Penalty: 12322.267578
	Iteration 31Q: 3 clusters Score -5322986 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -5323052.000000 Penalty: 12322.267578
	Iteration 32Q: 3 clusters Score -5323052 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -5323095.000000 Penalty: 12322.267578
	Iteration 33Q: 3 clusters Score -5323095 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -5323135.500000 Penalty: 12322.267578
	Iteration 34Q: 3 clusters Score -5323136 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -5323168.000000 Penalty: 12322.267578
	Iteration 35Q: 3 clusters Score -5323168 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -5323214.000000 Penalty: 12322.267578
	Iteration 36Q: 3 clusters Score -5323214 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -5323246.000000 Penalty: 12322.267578
	Iteration 37Q: 3 clusters Score -5323246 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -5323286.000000 Penalty: 12322.267578
	Iteration 38Q: 3 clusters Score -5323286 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -5323302.000000 Penalty: 12322.267578
	Iteration 39Q: 3 clusters Score -5323302 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -5323327.500000 Penalty: 12322.267578
	Iteration 40F: 3 clusters Score -5323328 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -5323350.000000 Penalty: 12322.267578
	Iteration 41Q: 3 clusters Score -5323350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -5323385.500000 Penalty: 12322.267578
	Iteration 42Q: 3 clusters Score -5323386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -5323415.500000 Penalty: 12322.267578
	Iteration 43Q: 3 clusters Score -5323416 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -5323440.000000 Penalty: 12322.267578
	Iteration 44Q: 3 clusters Score -5323440 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -5323461.000000 Penalty: 12322.267578
	Iteration 45Q: 3 clusters Score -5323461 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -5323476.000000 Penalty: 12322.267578
	Iteration 46Q: 3 clusters Score -5323476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -5323508.000000 Penalty: 12322.267578
	Iteration 47Q: 3 clusters Score -5323508 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -5323525.000000 Penalty: 12322.267578
	Iteration 48Q: 3 clusters Score -5323525 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -5323541.500000 Penalty: 12322.267578
	Iteration 49Q: 3 clusters Score -5323542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -5323545.000000 Penalty: 12322.267578
	Iteration 50Q: 3 clusters Score -5323545 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -5323557.500000 Penalty: 12322.267578
	Iteration 51Q: 3 clusters Score -5323558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -5323569.500000 Penalty: 12322.267578
	Iteration 52Q: 3 clusters Score -5323570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -5323591.000000 Penalty: 12322.267578
	Iteration 53Q: 3 clusters Score -5323591 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -5323605.000000 Penalty: 12322.267578
	Iteration 54Q: 3 clusters Score -5323605 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -5323608.500000 Penalty: 12322.267578
	Iteration 55Q: 3 clusters Score -5323608 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -5323617.000000 Penalty: 12322.267578
	Iteration 56Q: 3 clusters Score -5323617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -5323619.000000 Penalty: 12322.267578
	Iteration 57Q: 3 clusters Score -5323619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -5323611.500000 Penalty: 12322.267578
	Iteration 58Q: 3 clusters Score -5323612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -5323630.500000 Penalty: 12322.267578
	Iteration 59Q: 3 clusters Score -5323630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -5323640.000000 Penalty: 12322.267578
	Iteration 60F: 3 clusters Score -5323640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -5323637.000000 Penalty: 12322.267578
	Iteration 61Q: 3 clusters Score -5323637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -5323638.000000 Penalty: 12322.267578
	Iteration 62Q: 3 clusters Score -5323638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -5323636.500000 Penalty: 12322.267578
	Iteration 63Q: 3 clusters Score -5323636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -5323636.000000 Penalty: 12322.267578
	Iteration 64Q: 3 clusters Score -5323636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -5323640.500000 Penalty: 12322.267578
	Iteration 65Q: 3 clusters Score -5323640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -5323642.500000 Penalty: 12322.267578
	Iteration 66Q: 3 clusters Score -5323642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -5323639.500000 Penalty: 12322.267578
	Iteration 67Q: 3 clusters Score -5323640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -5323634.000000 Penalty: 12322.267578
	Iteration 68Q: 3 clusters Score -5323634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -5323637.000000 Penalty: 12322.267578
	Iteration 69Q: 3 clusters Score -5323637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -5323633.500000 Penalty: 12322.267578
	Iteration 70Q: 3 clusters Score -5323634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -5323637.000000 Penalty: 12322.267578
	Iteration 71Q: 3 clusters Score -5323637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -5323637.000000 Penalty: 12322.267578
	Iteration 72F: 3 clusters Score -5323637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 20840 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39801 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 10986 members 
Mstep: Class 7 contains 104322 members 
Mstep: Class 8 contains 21524 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15943 members 
Mstep: Class 13 contains 13384 members 
Mstep: Class 14 contains 34709 members 
Mstep: Class 15 contains 16348 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 1060 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179894 members 
Mstep: Class 22 contains 12184 members 
Mstep: Class 23 contains 23365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138235136.000000 Penalty: 204141.406250
Iteration 79Q: 26 clusters Score -1.382351e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 20877 members 
Mstep: Class 3 contains 36772 members 
Mstep: Class 4 contains 39791 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 11003 members 
Mstep: Class 7 contains 104262 members 
Mstep: Class 8 contains 21528 members 
Mstep: Class 9 contains 11205 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15946 members 
Mstep: Class 13 contains 13384 members 
Mstep: Class 14 contains 34700 members 
Mstep: Class 15 contains 16363 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179897 members 
Mstep: Class 22 contains 12193 members 
Mstep: Class 23 contains 23352 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138242736.000000 Penalty: 204141.406250
Iteration 80F: 26 clusters Score -1.382427e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 20908 members 
Mstep: Class 3 contains 36771 members 
Mstep: Class 4 contains 39781 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 11020 members 
Mstep: Class 7 contains 104200 members 
Mstep: Class 8 contains 21531 members 
Mstep: Class 9 contains 11203 members 
Mstep: Class 10 contains 3261 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15953 members 
Mstep: Class 13 contains 13383 members 
Mstep: Class 14 contains 34696 members 
Mstep: Class 15 contains 16375 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 685 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 1101 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179904 members 
Mstep: Class 22 contains 12200 members 
Mstep: Class 23 contains 23345 members 
Mstep: Class 24 contains 376 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138245712.000000 Penalty: 204141.406250
Iteration 81Q: 26 clusters Score -1.382457e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 20938 members 
Mstep: Class 3 contains 36770 members 
Mstep: Class 4 contains 39775 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 11038 members 
Mstep: Class 7 contains 104138 members 
Mstep: Class 8 contains 21535 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 3260 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15971 members 
Mstep: Class 13 contains 13379 members 
Mstep: Class 14 contains 34693 members 
Mstep: Class 15 contains 16381 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179900 members 
Mstep: Class 22 contains 12205 members 
Mstep: Class 23 contains 23343 members 
Mstep: Class 24 contains 370 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138245904.000000 Penalty: 204141.406250
Iteration 82Q: 26 clusters Score -1.382459e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 20978 members 
Mstep: Class 3 contains 36770 members 
Mstep: Class 4 contains 39766 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 104073 members 
Mstep: Class 8 contains 21537 members 
Mstep: Class 9 contains 11200 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15979 members 
Mstep: Class 13 contains 13378 members 
Mstep: Class 14 contains 34687 members 
Mstep: Class 15 contains 16394 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 1108 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179898 members 
Mstep: Class 22 contains 12209 members 
Mstep: Class 23 contains 23338 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138246064.000000 Penalty: 204141.406250
Iteration 83Q: 26 clusters Score -1.382461e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 21013 members 
Mstep: Class 3 contains 36770 members 
Mstep: Class 4 contains 39752 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 11073 members 
Mstep: Class 7 contains 104014 members 
Mstep: Class 8 contains 21540 members 
Mstep: Class 9 contains 11200 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15987 members 
Mstep: Class 13 contains 13378 members 
Mstep: Class 14 contains 34681 members 
Mstep: Class 15 contains 16408 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4809 members 
Mstep: Class 19 contains 1109 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179898 members 
Mstep: Class 22 contains 12215 members 
Mstep: Class 23 contains 23334 members 
Mstep: Class 24 contains 368 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138246016.000000 Penalty: 204141.406250
Iteration 84Q: 26 clusters Score -1.38246e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 21039 members 
Mstep: Class 3 contains 36770 members 
Mstep: Class 4 contains 39745 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 11089 members 
Mstep: Class 7 contains 103964 members 
Mstep: Class 8 contains 21540 members 
Mstep: Class 9 contains 11199 members 
Mstep: Class 10 contains 3265 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15983 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 34675 members 
Mstep: Class 15 contains 16431 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4807 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179905 members 
Mstep: Class 22 contains 12218 members 
Mstep: Class 23 contains 23330 members 
Mstep: Class 24 contains 368 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138246032.000000 Penalty: 204141.406250
Iteration 85Q: 26 clusters Score -1.38246e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 21064 members 
Mstep: Class 3 contains 36771 members 
Mstep: Class 4 contains 39735 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 11099 members 
Mstep: Class 7 contains 103912 members 
Mstep: Class 8 contains 21541 members 
Mstep: Class 9 contains 11199 members 
Mstep: Class 10 contains 3265 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15990 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 34665 members 
Mstep: Class 15 contains 16450 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179916 members 
Mstep: Class 22 contains 12219 members 
Mstep: Class 23 contains 23325 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138245920.000000 Penalty: 204141.406250
Iteration 86Q: 26 clusters Score -1.382459e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 21085 members 
Mstep: Class 3 contains 36771 members 
Mstep: Class 4 contains 39724 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 11104 members 
Mstep: Class 7 contains 103873 members 
Mstep: Class 8 contains 21542 members 
Mstep: Class 9 contains 11200 members 
Mstep: Class 10 contains 3264 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15986 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34662 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179920 members 
Mstep: Class 22 contains 12223 members 
Mstep: Class 23 contains 23323 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138245888.000000 Penalty: 204141.406250
Iteration 87Q: 26 clusters Score -1.382459e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 21102 members 
Mstep: Class 3 contains 36771 members 
Mstep: Class 4 contains 39712 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 11109 members 
Mstep: Class 7 contains 103835 members 
Mstep: Class 8 contains 21542 members 
Mstep: Class 9 contains 11200 members 
Mstep: Class 10 contains 3264 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15987 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34659 members 
Mstep: Class 15 contains 16498 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179927 members 
Mstep: Class 22 contains 12225 members 
Mstep: Class 23 contains 23321 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138245936.000000 Penalty: 204141.406250
Iteration 88Q: 26 clusters Score -1.382459e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 21120 members 
Mstep: Class 3 contains 36771 members 
Mstep: Class 4 contains 39701 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 11117 members 
Mstep: Class 7 contains 103796 members 
Mstep: Class 8 contains 21539 members 
Mstep: Class 9 contains 11200 members 
Mstep: Class 10 contains 3264 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15995 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34651 members 
Mstep: Class 15 contains 16518 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179932 members 
Mstep: Class 22 contains 12228 members 
Mstep: Class 23 contains 23320 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138246128.000000 Penalty: 204141.406250
Iteration 89Q: 26 clusters Score -1.382461e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 21143 members 
Mstep: Class 3 contains 36771 members 
Mstep: Class 4 contains 39692 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 11120 members 
Mstep: Class 7 contains 103756 members 
Mstep: Class 8 contains 21539 members 
Mstep: Class 9 contains 11200 members 
Mstep: Class 10 contains 3264 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16006 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34646 members 
Mstep: Class 15 contains 16533 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179934 members 
Mstep: Class 22 contains 12229 members 
Mstep: Class 23 contains 23319 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138246176.000000 Penalty: 204141.406250
Iteration 90Q: 26 clusters Score -1.382462e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 21167 members 
Mstep: Class 3 contains 36771 members 
Mstep: Class 4 contains 39687 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 11122 members 
Mstep: Class 7 contains 103724 members 
Mstep: Class 8 contains 21537 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 3265 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16015 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34646 members 
Mstep: Class 15 contains 16544 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179928 members 
Mstep: Class 22 contains 12231 members 
Mstep: Class 23 contains 23317 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138246080.000000 Penalty: 204141.406250
Iteration 91Q: 26 clusters Score -1.382461e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 21195 members 
Mstep: Class 3 contains 36772 members 
Mstep: Class 4 contains 39679 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 11127 members 
Mstep: Class 7 contains 103678 members 
Mstep: Class 8 contains 21538 members 
Mstep: Class 9 contains 11197 members 
Mstep: Class 10 contains 3264 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16020 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34646 members 
Mstep: Class 15 contains 16557 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179929 members 
Mstep: Class 22 contains 12234 members 
Mstep: Class 23 contains 23315 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138246160.000000 Penalty: 204141.406250
Iteration 92Q: 26 clusters Score -1.382462e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 21218 members 
Mstep: Class 3 contains 36772 members 
Mstep: Class 4 contains 39674 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 11132 members 
Mstep: Class 7 contains 103634 members 
Mstep: Class 8 contains 21537 members 
Mstep: Class 9 contains 11197 members 
Mstep: Class 10 contains 3265 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34646 members 
Mstep: Class 15 contains 16575 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179927 members 
Mstep: Class 22 contains 12232 members 
Mstep: Class 23 contains 23314 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138246144.000000 Penalty: 204141.406250
Iteration 93Q: 26 clusters Score -1.382461e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 21237 members 
Mstep: Class 3 contains 36770 members 
Mstep: Class 4 contains 39668 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 11136 members 
Mstep: Class 7 contains 103600 members 
Mstep: Class 8 contains 21535 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 3267 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16038 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34646 members 
Mstep: Class 15 contains 16593 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179920 members 
Mstep: Class 22 contains 12234 members 
Mstep: Class 23 contains 23311 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138246144.000000 Penalty: 204141.406250
Iteration 94Q: 26 clusters Score -1.382461e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 36770 members 
Mstep: Class 4 contains 39666 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 11138 members 
Mstep: Class 7 contains 103561 members 
Mstep: Class 8 contains 21535 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 3271 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16046 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34646 members 
Mstep: Class 15 contains 16607 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179923 members 
Mstep: Class 22 contains 12235 members 
Mstep: Class 23 contains 23305 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138246224.000000 Penalty: 204141.406250
Iteration 95Q: 26 clusters Score -1.382462e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 21272 members 
Mstep: Class 3 contains 36770 members 
Mstep: Class 4 contains 39664 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 11143 members 
Mstep: Class 7 contains 103502 members 
Mstep: Class 8 contains 21536 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 3274 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16067 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34646 members 
Mstep: Class 15 contains 16623 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179926 members 
Mstep: Class 22 contains 12234 members 
Mstep: Class 23 contains 23298 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138246208.000000 Penalty: 204141.406250
Iteration 96Q: 26 clusters Score -1.382462e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 21289 members 
Mstep: Class 3 contains 36770 members 
Mstep: Class 4 contains 39663 members 
Mstep: Class 5 contains 50615 members 
Mstep: Class 6 contains 11152 members 
Mstep: Class 7 contains 103453 members 
Mstep: Class 8 contains 21533 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 3277 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16078 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34645 members 
Mstep: Class 15 contains 16637 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 4809 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179931 members 
Mstep: Class 22 contains 12234 members 
Mstep: Class 23 contains 23292 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138246096.000000 Penalty: 204141.406250
Iteration 97Q: 26 clusters Score -1.382461e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 21309 members 
Mstep: Class 3 contains 36770 members 
Mstep: Class 4 contains 39664 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11152 members 
Mstep: Class 7 contains 103407 members 
Mstep: Class 8 contains 21534 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 3278 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16092 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34641 members 
Mstep: Class 15 contains 16646 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179939 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 23286 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138246144.000000 Penalty: 204141.406250
Iteration 98Q: 26 clusters Score -1.382461e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 21330 members 
Mstep: Class 3 contains 36769 members 
Mstep: Class 4 contains 39665 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11156 members 
Mstep: Class 7 contains 103375 members 
Mstep: Class 8 contains 21534 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 3279 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16093 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34640 members 
Mstep: Class 15 contains 16658 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179935 members 
Mstep: Class 22 contains 12233 members 
Mstep: Class 23 contains 23287 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138246256.000000 Penalty: 204141.406250
Iteration 99Q: 26 clusters Score -1.382463e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 21342 members 
Mstep: Class 3 contains 36769 members 
Mstep: Class 4 contains 39666 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11156 members 
Mstep: Class 7 contains 103343 members 
Mstep: Class 8 contains 21533 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 3279 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16092 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34639 members 
Mstep: Class 15 contains 16670 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 1110 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179946 members 
Mstep: Class 22 contains 12231 members 
Mstep: Class 23 contains 23286 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138246496.000000 Penalty: 204141.406250
Iteration 100F: 26 clusters Score -1.382465e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 21352 members 
Mstep: Class 3 contains 36770 members 
Mstep: Class 4 contains 39664 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11157 members 
Mstep: Class 7 contains 103316 members 
Mstep: Class 8 contains 21533 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 3279 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16090 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34639 members 
Mstep: Class 15 contains 16684 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 1115 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179947 members 
Mstep: Class 22 contains 12233 members 
Mstep: Class 23 contains 23285 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247200.000000 Penalty: 204141.406250
Iteration 101Q: 26 clusters Score -1.382472e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 21359 members 
Mstep: Class 3 contains 36770 members 
Mstep: Class 4 contains 39663 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11159 members 
Mstep: Class 7 contains 103303 members 
Mstep: Class 8 contains 21531 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 3279 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16086 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34640 members 
Mstep: Class 15 contains 16696 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179943 members 
Mstep: Class 22 contains 12234 members 
Mstep: Class 23 contains 23283 members 
Mstep: Class 24 contains 355 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247568.000000 Penalty: 204141.406250
Iteration 102Q: 26 clusters Score -1.382476e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21372 members 
Mstep: Class 3 contains 36770 members 
Mstep: Class 4 contains 39664 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11161 members 
Mstep: Class 7 contains 103291 members 
Mstep: Class 8 contains 21529 members 
Mstep: Class 9 contains 11199 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16082 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34637 members 
Mstep: Class 15 contains 16698 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179941 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 23282 members 
Mstep: Class 24 contains 354 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247600.000000 Penalty: 204141.406250
Iteration 103Q: 26 clusters Score -1.382476e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21387 members 
Mstep: Class 3 contains 36769 members 
Mstep: Class 4 contains 39663 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11165 members 
Mstep: Class 7 contains 103274 members 
Mstep: Class 8 contains 21529 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16082 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34636 members 
Mstep: Class 15 contains 16700 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 704 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179941 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 23279 members 
Mstep: Class 24 contains 353 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247648.000000 Penalty: 204141.406250
Iteration 104Q: 26 clusters Score -1.382476e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21400 members 
Mstep: Class 3 contains 36770 members 
Mstep: Class 4 contains 39661 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11169 members 
Mstep: Class 7 contains 103246 members 
Mstep: Class 8 contains 21528 members 
Mstep: Class 9 contains 11199 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16081 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34634 members 
Mstep: Class 15 contains 16708 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179948 members 
Mstep: Class 22 contains 12240 members 
Mstep: Class 23 contains 23278 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247616.000000 Penalty: 204141.406250
Iteration 105Q: 26 clusters Score -1.382476e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21411 members 
Mstep: Class 3 contains 36771 members 
Mstep: Class 4 contains 39660 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11175 members 
Mstep: Class 7 contains 103220 members 
Mstep: Class 8 contains 21526 members 
Mstep: Class 9 contains 11200 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16090 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34632 members 
Mstep: Class 15 contains 16713 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179946 members 
Mstep: Class 22 contains 12240 members 
Mstep: Class 23 contains 23278 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247664.000000 Penalty: 204141.406250
Iteration 106Q: 26 clusters Score -1.382477e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21420 members 
Mstep: Class 3 contains 36771 members 
Mstep: Class 4 contains 39662 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11178 members 
Mstep: Class 7 contains 103195 members 
Mstep: Class 8 contains 21526 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16094 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34630 members 
Mstep: Class 15 contains 16715 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179955 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 23277 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247808.000000 Penalty: 204141.406250
Iteration 107Q: 26 clusters Score -1.382478e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21429 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39661 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11180 members 
Mstep: Class 7 contains 103175 members 
Mstep: Class 8 contains 21526 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16102 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34629 members 
Mstep: Class 15 contains 16716 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179955 members 
Mstep: Class 22 contains 12240 members 
Mstep: Class 23 contains 23276 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247792.000000 Penalty: 204141.406250
Iteration 108Q: 26 clusters Score -1.382478e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21434 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39660 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11180 members 
Mstep: Class 7 contains 103164 members 
Mstep: Class 8 contains 21526 members 
Mstep: Class 9 contains 11200 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16103 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34626 members 
Mstep: Class 15 contains 16720 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179960 members 
Mstep: Class 22 contains 12241 members 
Mstep: Class 23 contains 23276 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247760.000000 Penalty: 204141.406250
Iteration 109Q: 26 clusters Score -1.382478e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21438 members 
Mstep: Class 3 contains 36774 members 
Mstep: Class 4 contains 39660 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11181 members 
Mstep: Class 7 contains 103156 members 
Mstep: Class 8 contains 21526 members 
Mstep: Class 9 contains 11199 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16106 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34626 members 
Mstep: Class 15 contains 16724 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179957 members 
Mstep: Class 22 contains 12240 members 
Mstep: Class 23 contains 23276 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247712.000000 Penalty: 204141.406250
Iteration 110Q: 26 clusters Score -1.382477e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21444 members 
Mstep: Class 3 contains 36774 members 
Mstep: Class 4 contains 39659 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11180 members 
Mstep: Class 7 contains 103152 members 
Mstep: Class 8 contains 21527 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16100 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34627 members 
Mstep: Class 15 contains 16732 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179953 members 
Mstep: Class 22 contains 12241 members 
Mstep: Class 23 contains 23276 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247680.000000 Penalty: 204141.406250
Iteration 111Q: 26 clusters Score -1.382477e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21446 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39658 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11181 members 
Mstep: Class 7 contains 103140 members 
Mstep: Class 8 contains 21527 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16103 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34627 members 
Mstep: Class 15 contains 16738 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179955 members 
Mstep: Class 22 contains 12242 members 
Mstep: Class 23 contains 23275 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247664.000000 Penalty: 204141.406250
Iteration 112Q: 26 clusters Score -1.382477e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21451 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39656 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11183 members 
Mstep: Class 7 contains 103128 members 
Mstep: Class 8 contains 21527 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16112 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34627 members 
Mstep: Class 15 contains 16742 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179951 members 
Mstep: Class 22 contains 12240 members 
Mstep: Class 23 contains 23275 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247712.000000 Penalty: 204141.406250
Iteration 113Q: 26 clusters Score -1.382477e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21454 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39656 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11184 members 
Mstep: Class 7 contains 103122 members 
Mstep: Class 8 contains 21527 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16116 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34626 members 
Mstep: Class 15 contains 16743 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179949 members 
Mstep: Class 22 contains 12241 members 
Mstep: Class 23 contains 23275 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247680.000000 Penalty: 204141.406250
Iteration 114Q: 26 clusters Score -1.382477e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21457 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39656 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11184 members 
Mstep: Class 7 contains 103116 members 
Mstep: Class 8 contains 21527 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16115 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34626 members 
Mstep: Class 15 contains 16747 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179950 members 
Mstep: Class 22 contains 12240 members 
Mstep: Class 23 contains 23275 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247680.000000 Penalty: 204141.406250
Iteration 115Q: 26 clusters Score -1.382477e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21462 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39655 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11185 members 
Mstep: Class 7 contains 103109 members 
Mstep: Class 8 contains 21526 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16118 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34626 members 
Mstep: Class 15 contains 16750 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179949 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 23274 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247712.000000 Penalty: 204141.406250
Iteration 116Q: 26 clusters Score -1.382477e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21462 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39656 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11188 members 
Mstep: Class 7 contains 103100 members 
Mstep: Class 8 contains 21526 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16123 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34626 members 
Mstep: Class 15 contains 16750 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179949 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 23274 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247712.000000 Penalty: 204141.406250
Iteration 117Q: 26 clusters Score -1.382477e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21463 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39656 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11193 members 
Mstep: Class 7 contains 103090 members 
Mstep: Class 8 contains 21525 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16127 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34626 members 
Mstep: Class 15 contains 16751 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179950 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 23274 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138247600.000000 Penalty: 204141.406250
Iteration 118Q: 26 clusters Score -1.382476e+08 nChanged 10
Entering ConstructFrom: 
Score: -138247600.000000 Penalty: 204141.406250
Entering ConstructFrom: 
Trying to split cluster 1 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -710301.062500 Penalty: 4965.793945
	Iteration 0F: 2 clusters Score -710301.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -704399.062500 Penalty: 9931.587891
	Iteration 0F: 3 clusters Score -704399.1 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -705656.312500 Penalty: 9931.587891
	Iteration 1F: 3 clusters Score -705656.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -706089.937500 Penalty: 9931.587891
	Iteration 2F: 3 clusters Score -706089.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -706458.437500 Penalty: 9931.587891
	Iteration 3F: 3 clusters Score -706458.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -706972.000000 Penalty: 9931.587891
	Iteration 4F: 3 clusters Score -706972 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -707565.625000 Penalty: 9931.587891
	Iteration 5F: 3 clusters Score -707565.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -708138.562500 Penalty: 9931.587891
	Iteration 6F: 3 clusters Score -708138.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -708637.000000 Penalty: 9931.587891
	Iteration 7F: 3 clusters Score -708637 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -709085.000000 Penalty: 9931.587891
	Iteration 8F: 3 clusters Score -709085 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -709426.125000 Penalty: 9931.587891
	Iteration 9Q: 3 clusters Score -709426.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -709600.937500 Penalty: 9931.587891
	Iteration 10Q: 3 clusters Score -709600.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -709645.875000 Penalty: 9931.587891
	Iteration 11Q: 3 clusters Score -709645.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -709660.625000 Penalty: 9931.587891
	Iteration 12Q: 3 clusters Score -709660.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -709670.500000 Penalty: 9931.587891
	Iteration 13Q: 3 clusters Score -709670.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -709676.125000 Penalty: 9931.587891
	Iteration 14Q: 3 clusters Score -709676.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -709681.875000 Penalty: 9931.587891
	Iteration 15Q: 3 clusters Score -709681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -709684.687500 Penalty: 9931.587891
	Iteration 16Q: 3 clusters Score -709684.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -709684.687500 Penalty: 9931.587891
	Iteration 17F: 3 clusters Score -709684.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Entering Unmasked Estep 
Score: -4904797.000000 Penalty: 6109.213379
	Iteration 0F: 2 clusters Score -4904797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -4887353.000000 Penalty: 12218.426758
	Iteration 0F: 3 clusters Score -4887353 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -4891999.500000 Penalty: 12218.426758
	Iteration 1F: 3 clusters Score -4892000 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -4892723.000000 Penalty: 12218.426758
	Iteration 2F: 3 clusters Score -4892723 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -4893201.000000 Penalty: 12218.426758
	Iteration 3F: 3 clusters Score -4893201 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -4893598.000000 Penalty: 12218.426758
	Iteration 4Q: 3 clusters Score -4893598 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -4893922.000000 Penalty: 12218.426758
	Iteration 5Q: 3 clusters Score -4893922 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -4894238.500000 Penalty: 12218.426758
	Iteration 6Q: 3 clusters Score -4894238 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -4894517.000000 Penalty: 12218.426758
	Iteration 7Q: 3 clusters Score -4894517 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -4894774.000000 Penalty: 12218.426758
	Iteration 8Q: 3 clusters Score -4894774 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -4894965.500000 Penalty: 12218.426758
	Iteration 9Q: 3 clusters Score -4894966 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -4895161.500000 Penalty: 12218.426758
	Iteration 10Q: 3 clusters Score -4895162 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -4895350.500000 Penalty: 12218.426758
	Iteration 11Q: 3 clusters Score -4895350 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -4895510.500000 Penalty: 12218.426758
	Iteration 12Q: 3 clusters Score -4895510 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -4895685.000000 Penalty: 12218.426758
	Iteration 13Q: 3 clusters Score -4895685 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -4895846.500000 Penalty: 12218.426758
	Iteration 14Q: 3 clusters Score -4895846 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -4896063.500000 Penalty: 12218.426758
	Iteration 15Q: 3 clusters Score -4896064 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -4896254.500000 Penalty: 12218.426758
	Iteration 16Q: 3 clusters Score -4896254 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -4896427.000000 Penalty: 12218.426758
	Iteration 17Q: 3 clusters Score -4896427 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -4896639.500000 Penalty: 12218.426758
	Iteration 18Q: 3 clusters Score -4896640 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -4896848.500000 Penalty: 12218.426758
	Iteration 19Q: 3 clusters Score -4896848 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -4897081.000000 Penalty: 12218.426758
	Iteration 20F: 3 clusters Score -4897081 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -4897328.500000 Penalty: 12218.426758
	Iteration 21Q: 3 clusters Score -4897328 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -4897578.500000 Penalty: 12218.426758
	Iteration 22Q: 3 clusters Score -4897578 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -4897859.500000 Penalty: 12218.426758
	Iteration 23Q: 3 clusters Score -4897860 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -4898117.000000 Penalty: 12218.426758
	Iteration 24Q: 3 clusters Score -4898117 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -4898401.500000 Penalty: 12218.426758
	Iteration 25Q: 3 clusters Score -4898402 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -4898576.000000 Penalty: 12218.426758
	Iteration 26Q: 3 clusters Score -4898576 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -4898752.500000 Penalty: 12218.426758
	Iteration 27Q: 3 clusters Score -4898752 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -4898897.500000 Penalty: 12218.426758
	Iteration 28Q: 3 clusters Score -4898898 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -4899008.000000 Penalty: 12218.426758
	Iteration 29Q: 3 clusters Score -4899008 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -4899161.000000 Penalty: 12218.426758
	Iteration 30Q: 3 clusters Score -4899161 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -4899307.000000 Penalty: 12218.426758
	Iteration 31Q: 3 clusters Score -4899307 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -4899460.500000 Penalty: 12218.426758
	Iteration 32Q: 3 clusters Score -4899460 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -4899600.500000 Penalty: 12218.426758
	Iteration 33Q: 3 clusters Score -4899600 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -4899832.000000 Penalty: 12218.426758
	Iteration 34Q: 3 clusters Score -4899832 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4900094.000000 Penalty: 12218.426758
	Iteration 35Q: 3 clusters Score -4900094 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4900370.000000 Penalty: 12218.426758
	Iteration 36Q: 3 clusters Score -4900370 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -4900593.000000 Penalty: 12218.426758
	Iteration 37Q: 3 clusters Score -4900593 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -4900813.000000 Penalty: 12218.426758
	Iteration 38Q: 3 clusters Score -4900813 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -4900949.500000 Penalty: 12218.426758
	Iteration 39Q: 3 clusters Score -4900950 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -4901039.000000 Penalty: 12218.426758
	Iteration 40F: 3 clusters Score -4901039 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -4901082.500000 Penalty: 12218.426758
	Iteration 41Q: 3 clusters Score -4901082 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -4901122.500000 Penalty: 12218.426758
	Iteration 42Q: 3 clusters Score -4901122 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -4901137.500000 Penalty: 12218.426758
	Iteration 43Q: 3 clusters Score -4901138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -4901148.500000 Penalty: 12218.426758
	Iteration 44Q: 3 clusters Score -4901148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -4901152.500000 Penalty: 12218.426758
	Iteration 45Q: 3 clusters Score -4901152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -4901156.000000 Penalty: 12218.426758
	Iteration 46Q: 3 clusters Score -4901156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -4901168.500000 Penalty: 12218.426758
	Iteration 47Q: 3 clusters Score -4901168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -4901174.500000 Penalty: 12218.426758
	Iteration 48Q: 3 clusters Score -4901174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -4901191.500000 Penalty: 12218.426758
	Iteration 49Q: 3 clusters Score -4901192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -4901185.000000 Penalty: 12218.426758
	Iteration 50Q: 3 clusters Score -4901185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -4901185.500000 Penalty: 12218.426758
	Iteration 51Q: 3 clusters Score -4901186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -4901187.000000 Penalty: 12218.426758
	Iteration 52Q: 3 clusters Score -4901187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -4901189.500000 Penalty: 12218.426758
	Iteration 53Q: 3 clusters Score -4901190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -4901189.500000 Penalty: 12218.426758
	Iteration 54Q: 3 clusters Score -4901190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -4901190.000000 Penalty: 12218.426758
	Iteration 55Q: 3 clusters Score -4901190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -4901187.000000 Penalty: 12218.426758
	Iteration 56Q: 3 clusters Score -4901187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -4901187.000000 Penalty: 12218.426758
	Iteration 57F: 3 clusters Score -4901187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Entering Unmasked Estep 
Score: -8383456.500000 Penalty: 6438.917969
	Iteration 0F: 2 clusters Score -8383456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -8356314.000000 Penalty: 12877.835938
	Iteration 0F: 3 clusters Score -8356314 nChanged 15837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -8364707.000000 Penalty: 12877.835938
	Iteration 1F: 3 clusters Score -8364707 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -8365600.500000 Penalty: 12877.835938
	Iteration 2F: 3 clusters Score -8365600 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -8366129.500000 Penalty: 12877.835938
	Iteration 3Q: 3 clusters Score -8366130 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -8366681.000000 Penalty: 12877.835938
	Iteration 4Q: 3 clusters Score -8366681 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -8367193.000000 Penalty: 12877.835938
	Iteration 5Q: 3 clusters Score -8367193 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -8367798.500000 Penalty: 12877.835938
	Iteration 6Q: 3 clusters Score -8367798 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -8368621.000000 Penalty: 12877.835938
	Iteration 7Q: 3 clusters Score -8368621 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -8369630.500000 Penalty: 12877.835938
	Iteration 8Q: 3 clusters Score -8369630 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -8370914.500000 Penalty: 12877.835938
	Iteration 9F: 3 clusters Score -8370914 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -8372461.000000 Penalty: 12877.835938
	Iteration 10F: 3 clusters Score -8372461 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -8373959.000000 Penalty: 12877.835938
	Iteration 11F: 3 clusters Score -8373959 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -8375122.500000 Penalty: 12877.835938
	Iteration 12Q: 3 clusters Score -8375122 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -8375999.500000 Penalty: 12877.835938
	Iteration 13Q: 3 clusters Score -8376000 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -8376536.000000 Penalty: 12877.835938
	Iteration 14Q: 3 clusters Score -8376536 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -8376940.000000 Penalty: 12877.835938
	Iteration 15Q: 3 clusters Score -8376940 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -8377203.000000 Penalty: 12877.835938
	Iteration 16Q: 3 clusters Score -8377203 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -8377393.500000 Penalty: 12877.835938
	Iteration 17Q: 3 clusters Score -8377394 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -8377518.500000 Penalty: 12877.835938
	Iteration 18Q: 3 clusters Score -8377518 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -8377598.500000 Penalty: 12877.835938
	Iteration 19Q: 3 clusters Score -8377598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -8377656.500000 Penalty: 12877.835938
	Iteration 20F: 3 clusters Score -8377656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -8377687.500000 Penalty: 12877.835938
	Iteration 21Q: 3 clusters Score -8377688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -8377700.000000 Penalty: 12877.835938
	Iteration 22Q: 3 clusters Score -8377700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -8377734.500000 Penalty: 12877.835938
	Iteration 23Q: 3 clusters Score -8377734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -8377746.500000 Penalty: 12877.835938
	Iteration 24Q: 3 clusters Score -8377746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -8377763.500000 Penalty: 12877.835938
	Iteration 25Q: 3 clusters Score -8377764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -8377784.000000 Penalty: 12877.835938
	Iteration 26Q: 3 clusters Score -8377784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -8377786.500000 Penalty: 12877.835938
	Iteration 27Q: 3 clusters Score -8377786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -8377778.000000 Penalty: 12877.835938
	Iteration 28Q: 3 clusters Score -8377778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -8377783.500000 Penalty: 12877.835938
	Iteration 29Q: 3 clusters Score -8377784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -8377795.500000 Penalty: 12877.835938
	Iteration 30Q: 3 clusters Score -8377796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -8377795.000000 Penalty: 12877.835938
	Iteration 31Q: 3 clusters Score -8377795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -8377794.500000 Penalty: 12877.835938
	Iteration 32Q: 3 clusters Score -8377794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -8377805.000000 Penalty: 12877.835938
	Iteration 33Q: 3 clusters Score -8377805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -8377801.000000 Penalty: 12877.835938
	Iteration 34Q: 3 clusters Score -8377801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -8377802.000000 Penalty: 12877.835938
	Iteration 35Q: 3 clusters Score -8377802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -8377802.000000 Penalty: 12877.835938
	Iteration 36F: 3 clusters Score -8377802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Entering Unmasked Estep 
Score: -9001630.000000 Penalty: 6485.148438
	Iteration 0F: 2 clusters Score -9001630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -8972778.000000 Penalty: 12970.296875
	Iteration 0F: 3 clusters Score -8972778 nChanged 17005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -8982037.000000 Penalty: 12970.296875
	Iteration 1F: 3 clusters Score -8982037 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -8983380.000000 Penalty: 12970.296875
	Iteration 2F: 3 clusters Score -8983380 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -8984860.000000 Penalty: 12970.296875
	Iteration 3F: 3 clusters Score -8984860 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -8986528.000000 Penalty: 12970.296875
	Iteration 4F: 3 clusters Score -8986528 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -8988183.000000 Penalty: 12970.296875
	Iteration 5F: 3 clusters Score -8988183 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -8989919.000000 Penalty: 12970.296875
	Iteration 6F: 3 clusters Score -8989919 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -8991566.000000 Penalty: 12970.296875
	Iteration 7F: 3 clusters Score -8991566 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -8992969.000000 Penalty: 12970.296875
	Iteration 8F: 3 clusters Score -8992969 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -8994224.000000 Penalty: 12970.296875
	Iteration 9Q: 3 clusters Score -8994224 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -8995159.000000 Penalty: 12970.296875
	Iteration 10Q: 3 clusters Score -8995159 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -8995892.000000 Penalty: 12970.296875
	Iteration 11Q: 3 clusters Score -8995892 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -8996491.000000 Penalty: 12970.296875
	Iteration 12Q: 3 clusters Score -8996491 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -8996932.000000 Penalty: 12970.296875
	Iteration 13Q: 3 clusters Score -8996932 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -8997350.000000 Penalty: 12970.296875
	Iteration 14Q: 3 clusters Score -8997350 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -8997664.000000 Penalty: 12970.296875
	Iteration 15Q: 3 clusters Score -8997664 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -8997897.000000 Penalty: 12970.296875
	Iteration 16Q: 3 clusters Score -8997897 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -8998146.000000 Penalty: 12970.296875
	Iteration 17Q: 3 clusters Score -8998146 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -8998303.000000 Penalty: 12970.296875
	Iteration 18Q: 3 clusters Score -8998303 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -8998468.000000 Penalty: 12970.296875
	Iteration 19Q: 3 clusters Score -8998468 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -8998630.000000 Penalty: 12970.296875
	Iteration 20F: 3 clusters Score -8998630 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -8998767.000000 Penalty: 12970.296875
	Iteration 21Q: 3 clusters Score -8998767 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -8998840.000000 Penalty: 12970.296875
	Iteration 22Q: 3 clusters Score -8998840 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -8998922.000000 Penalty: 12970.296875
	Iteration 23Q: 3 clusters Score -8998922 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -8998972.000000 Penalty: 12970.296875
	Iteration 24Q: 3 clusters Score -8998972 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -8999010.000000 Penalty: 12970.296875
	Iteration 25Q: 3 clusters Score -8999010 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -8999038.000000 Penalty: 12970.296875
	Iteration 26Q: 3 clusters Score -8999038 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -8999054.000000 Penalty: 12970.296875
	Iteration 27Q: 3 clusters Score -8999054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -8999030.000000 Penalty: 12970.296875
	Iteration 28Q: 3 clusters Score -8999030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -8999050.000000 Penalty: 12970.296875
	Iteration 29Q: 3 clusters Score -8999050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -8999046.000000 Penalty: 12970.296875
	Iteration 30Q: 3 clusters Score -8999046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -8999048.000000 Penalty: 12970.296875
	Iteration 31Q: 3 clusters Score -8999048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -8999061.000000 Penalty: 12970.296875
	Iteration 32Q: 3 clusters Score -8999061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -8999060.000000 Penalty: 12970.296875
	Iteration 33Q: 3 clusters Score -8999060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -8999071.000000 Penalty: 12970.296875
	Iteration 34Q: 3 clusters Score -8999071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -8999058.000000 Penalty: 12970.296875
	Iteration 35Q: 3 clusters Score -8999058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -8999063.000000 Penalty: 12970.296875
	Iteration 36Q: 3 clusters Score -8999063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -8999058.000000 Penalty: 12970.296875
	Iteration 37Q: 3 clusters Score -8999058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -8999055.000000 Penalty: 12970.296875
	Iteration 38Q: 3 clusters Score -8999055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -8999064.000000 Penalty: 12970.296875
	Iteration 39Q: 3 clusters Score -8999064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -8999062.000000 Penalty: 12970.296875
	Iteration 40F: 3 clusters Score -8999062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -8999057.000000 Penalty: 12970.296875
	Iteration 41Q: 3 clusters Score -8999057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -8999057.000000 Penalty: 12970.296875
	Iteration 42F: 3 clusters Score -8999057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Entering Unmasked Estep 
Score: -11574369.000000 Penalty: 6634.589844
	Iteration 0F: 2 clusters Score -1.157437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -11538205.000000 Penalty: 13269.179688
	Iteration 0F: 3 clusters Score -1.15382e+07 nChanged 22404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -11550071.000000 Penalty: 13269.179688
	Iteration 1F: 3 clusters Score -1.155007e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -11550867.000000 Penalty: 13269.179688
	Iteration 2F: 3 clusters Score -1.155087e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -11551444.000000 Penalty: 13269.179688
	Iteration 3Q: 3 clusters Score -1.155144e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -11551906.000000 Penalty: 13269.179688
	Iteration 4Q: 3 clusters Score -1.155191e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -11552292.000000 Penalty: 13269.179688
	Iteration 5Q: 3 clusters Score -1.155229e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -11552700.000000 Penalty: 13269.179688
	Iteration 6Q: 3 clusters Score -1.15527e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -11553139.000000 Penalty: 13269.179688
	Iteration 7Q: 3 clusters Score -1.155314e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -11553713.000000 Penalty: 13269.179688
	Iteration 8Q: 3 clusters Score -1.155371e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -11554446.000000 Penalty: 13269.179688
	Iteration 9Q: 3 clusters Score -1.155445e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -11555585.000000 Penalty: 13269.179688
	Iteration 10Q: 3 clusters Score -1.155558e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -11557296.000000 Penalty: 13269.179688
	Iteration 11F: 3 clusters Score -1.15573e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -11559441.000000 Penalty: 13269.179688
	Iteration 12F: 3 clusters Score -1.155944e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -11561888.000000 Penalty: 13269.179688
	Iteration 13F: 3 clusters Score -1.156189e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -11564219.000000 Penalty: 13269.179688
	Iteration 14F: 3 clusters Score -1.156422e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -11565845.000000 Penalty: 13269.179688
	Iteration 15Q: 3 clusters Score -1.156584e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -11566924.000000 Penalty: 13269.179688
	Iteration 16Q: 3 clusters Score -1.156692e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -11567573.000000 Penalty: 13269.179688
	Iteration 17Q: 3 clusters Score -1.156757e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -11567905.000000 Penalty: 13269.179688
	Iteration 18Q: 3 clusters Score -1.15679e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -11568134.000000 Penalty: 13269.179688
	Iteration 19Q: 3 clusters Score -1.156813e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11568287.000000 Penalty: 13269.179688
	Iteration 20F: 3 clusters Score -1.156829e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -11568351.000000 Penalty: 13269.179688
	Iteration 21Q: 3 clusters Score -1.156835e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -11568415.000000 Penalty: 13269.179688
	Iteration 22Q: 3 clusters Score -1.156842e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -11568438.000000 Penalty: 13269.179688
	Iteration 23Q: 3 clusters Score -1.156844e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -11568463.000000 Penalty: 13269.179688
	Iteration 24Q: 3 clusters Score -1.156846e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11568485.000000 Penalty: 13269.179688
	Iteration 25Q: 3 clusters Score -1.156848e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -11568516.000000 Penalty: 13269.179688
	Iteration 26Q: 3 clusters Score -1.156852e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -11568535.000000 Penalty: 13269.179688
	Iteration 27Q: 3 clusters Score -1.156854e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -11568555.000000 Penalty: 13269.179688
	Iteration 28Q: 3 clusters Score -1.156856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -11568548.000000 Penalty: 13269.179688
	Iteration 29Q: 3 clusters Score -1.156855e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -11568577.000000 Penalty: 13269.179688
	Iteration 30Q: 3 clusters Score -1.156858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -11568574.000000 Penalty: 13269.179688
	Iteration 31Q: 3 clusters Score -1.156857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -11568573.000000 Penalty: 13269.179688
	Iteration 32Q: 3 clusters Score -1.156857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -11568587.000000 Penalty: 13269.179688
	Iteration 33Q: 3 clusters Score -1.156859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -11568591.000000 Penalty: 13269.179688
	Iteration 34Q: 3 clusters Score -1.156859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11568580.000000 Penalty: 13269.179688
	Iteration 35Q: 3 clusters Score -1.156858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -11568591.000000 Penalty: 13269.179688
	Iteration 36Q: 3 clusters Score -1.156859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -11568603.000000 Penalty: 13269.179688
	Iteration 37Q: 3 clusters Score -1.15686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -11568597.000000 Penalty: 13269.179688
	Iteration 38Q: 3 clusters Score -1.15686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11568606.000000 Penalty: 13269.179688
	Iteration 39Q: 3 clusters Score -1.156861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -11568616.000000 Penalty: 13269.179688
	Iteration 40F: 3 clusters Score -1.156862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -11568614.000000 Penalty: 13269.179688
	Iteration 41Q: 3 clusters Score -1.156861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -11568619.000000 Penalty: 13269.179688
	Iteration 42Q: 3 clusters Score -1.156862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -11568633.000000 Penalty: 13269.179688
	Iteration 43Q: 3 clusters Score -1.156863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -11568631.000000 Penalty: 13269.179688
	Iteration 44Q: 3 clusters Score -1.156863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -11568650.000000 Penalty: 13269.179688
	Iteration 45Q: 3 clusters Score -1.156865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -11568633.000000 Penalty: 13269.179688
	Iteration 46Q: 3 clusters Score -1.156863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -11568643.000000 Penalty: 13269.179688
	Iteration 47Q: 3 clusters Score -1.156864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11568652.000000 Penalty: 13269.179688
	Iteration 48Q: 3 clusters Score -1.156865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -11568662.000000 Penalty: 13269.179688
	Iteration 49Q: 3 clusters Score -1.156866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -11568655.000000 Penalty: 13269.179688
	Iteration 50Q: 3 clusters Score -1.156866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -11568657.000000 Penalty: 13269.179688
	Iteration 51Q: 3 clusters Score -1.156866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -11568657.000000 Penalty: 13269.179688
	Iteration 52Q: 3 clusters Score -1.156866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -11568662.000000 Penalty: 13269.179688
	Iteration 53Q: 3 clusters Score -1.156866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11568660.000000 Penalty: 13269.179688
	Iteration 54Q: 3 clusters Score -1.156866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11568682.000000 Penalty: 13269.179688
	Iteration 55Q: 3 clusters Score -1.156868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -11568683.000000 Penalty: 13269.179688
	Iteration 56Q: 3 clusters Score -1.156868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -11568697.000000 Penalty: 13269.179688
	Iteration 57Q: 3 clusters Score -1.15687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11568708.000000 Penalty: 13269.179688
	Iteration 58Q: 3 clusters Score -1.156871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -11568709.000000 Penalty: 13269.179688
	Iteration 59Q: 3 clusters Score -1.156871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -11568711.000000 Penalty: 13269.179688
	Iteration 60F: 3 clusters Score -1.156871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -11568720.000000 Penalty: 13269.179688
	Iteration 61Q: 3 clusters Score -1.156872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -11568736.000000 Penalty: 13269.179688
	Iteration 62Q: 3 clusters Score -1.156874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -11568734.000000 Penalty: 13269.179688
	Iteration 63Q: 3 clusters Score -1.156873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11568733.000000 Penalty: 13269.179688
	Iteration 64Q: 3 clusters Score -1.156873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11568733.000000 Penalty: 13269.179688
	Iteration 65F: 3 clusters Score -1.156873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Entering Unmasked Estep 
Score: -2564688.500000 Penalty: 5710.309570
	Iteration 0F: 2 clusters Score -2564688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2553636.000000 Penalty: 11420.619141
	Iteration 0F: 3 clusters Score -2553636 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2556020.250000 Penalty: 11420.619141
	Iteration 1F: 3 clusters Score -2556020 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2556560.000000 Penalty: 11420.619141
	Iteration 2F: 3 clusters Score -2556560 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2556950.250000 Penalty: 11420.619141
	Iteration 3F: 3 clusters Score -2556950 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2557259.000000 Penalty: 11420.619141
	Iteration 4Q: 3 clusters Score -2557259 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2557515.500000 Penalty: 11420.619141
	Iteration 5Q: 3 clusters Score -2557516 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2557762.250000 Penalty: 11420.619141
	Iteration 6Q: 3 clusters Score -2557762 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2558010.500000 Penalty: 11420.619141
	Iteration 7Q: 3 clusters Score -2558010 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2558291.000000 Penalty: 11420.619141
	Iteration 8Q: 3 clusters Score -2558291 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2558646.500000 Penalty: 11420.619141
	Iteration 9Q: 3 clusters Score -2558646 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2559209.000000 Penalty: 11420.619141
	Iteration 10Q: 3 clusters Score -2559209 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2560126.500000 Penalty: 11420.619141
	Iteration 11F: 3 clusters Score -2560126 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2561173.250000 Penalty: 11420.619141
	Iteration 12F: 3 clusters Score -2561173 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2561946.250000 Penalty: 11420.619141
	Iteration 13F: 3 clusters Score -2561946 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2562391.250000 Penalty: 11420.619141
	Iteration 14Q: 3 clusters Score -2562391 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2562692.500000 Penalty: 11420.619141
	Iteration 15Q: 3 clusters Score -2562692 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2562859.250000 Penalty: 11420.619141
	Iteration 16Q: 3 clusters Score -2562859 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2563015.750000 Penalty: 11420.619141
	Iteration 17Q: 3 clusters Score -2563016 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2563144.250000 Penalty: 11420.619141
	Iteration 18Q: 3 clusters Score -2563144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2563215.750000 Penalty: 11420.619141
	Iteration 19Q: 3 clusters Score -2563216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2563249.250000 Penalty: 11420.619141
	Iteration 20F: 3 clusters Score -2563249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2563258.250000 Penalty: 11420.619141
	Iteration 21Q: 3 clusters Score -2563258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2563258.250000 Penalty: 11420.619141
	Iteration 22Q: 3 clusters Score -2563258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2563261.250000 Penalty: 11420.619141
	Iteration 23Q: 3 clusters Score -2563261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2563258.750000 Penalty: 11420.619141
	Iteration 24Q: 3 clusters Score -2563259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2563258.750000 Penalty: 11420.619141
	Iteration 25F: 3 clusters Score -2563259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (103089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103089 members 
Entering Unmasked Estep 
Score: -23800038.000000 Penalty: 7070.300781
	Iteration 0F: 2 clusters Score -2.380004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -23730140.000000 Penalty: 14140.601562
	Iteration 0F: 3 clusters Score -2.373014e+07 nChanged 47122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -23755726.000000 Penalty: 14140.601562
	Iteration 1F: 3 clusters Score -2.375573e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -23757314.000000 Penalty: 14140.601562
	Iteration 2Q: 3 clusters Score -2.375731e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 56447 members 
Entering Unmasked Estep 
Score: -23759442.000000 Penalty: 14140.601562
	Iteration 3Q: 3 clusters Score -2.375944e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 58715 members 
Entering Unmasked Estep 
Score: -23762456.000000 Penalty: 14140.601562
	Iteration 4Q: 3 clusters Score -2.376246e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -23767086.000000 Penalty: 14140.601562
	Iteration 5F: 3 clusters Score -2.376709e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -23772976.000000 Penalty: 14140.601562
	Iteration 6F: 3 clusters Score -2.377298e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 65437 members 
Entering Unmasked Estep 
Score: -23779264.000000 Penalty: 14140.601562
	Iteration 7F: 3 clusters Score -2.377926e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 65182 members 
Entering Unmasked Estep 
Score: -23783978.000000 Penalty: 14140.601562
	Iteration 8F: 3 clusters Score -2.378398e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -23787030.000000 Penalty: 14140.601562
	Iteration 9F: 3 clusters Score -2.378703e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -23789556.000000 Penalty: 14140.601562
	Iteration 10Q: 3 clusters Score -2.378956e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -23791318.000000 Penalty: 14140.601562
	Iteration 11Q: 3 clusters Score -2.379132e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -23792812.000000 Penalty: 14140.601562
	Iteration 12Q: 3 clusters Score -2.379281e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -23794386.000000 Penalty: 14140.601562
	Iteration 13Q: 3 clusters Score -2.379439e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -23795772.000000 Penalty: 14140.601562
	Iteration 14Q: 3 clusters Score -2.379577e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -23797130.000000 Penalty: 14140.601562
	Iteration 15Q: 3 clusters Score -2.379713e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -23798554.000000 Penalty: 14140.601562
	Iteration 16Q: 3 clusters Score -2.379855e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60885 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -23800140.000000 Penalty: 14140.601562
	Iteration 17Q: 3 clusters Score -2.380014e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -23801510.000000 Penalty: 14140.601562
	Iteration 18Q: 3 clusters Score -2.380151e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -23802786.000000 Penalty: 14140.601562
	Iteration 19Q: 3 clusters Score -2.380279e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67698 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -23803956.000000 Penalty: 14140.601562
	Iteration 20F: 3 clusters Score -2.380396e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69481 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -23804932.000000 Penalty: 14140.601562
	Iteration 21Q: 3 clusters Score -2.380493e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71034 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -23805618.000000 Penalty: 14140.601562
	Iteration 22Q: 3 clusters Score -2.380562e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72294 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -23806198.000000 Penalty: 14140.601562
	Iteration 23Q: 3 clusters Score -2.38062e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73288 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -23806478.000000 Penalty: 14140.601562
	Iteration 24Q: 3 clusters Score -2.380648e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -23806722.000000 Penalty: 14140.601562
	Iteration 25Q: 3 clusters Score -2.380672e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74754 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -23806918.000000 Penalty: 14140.601562
	Iteration 26Q: 3 clusters Score -2.380692e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75261 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -23807122.000000 Penalty: 14140.601562
	Iteration 27Q: 3 clusters Score -2.380712e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -23807210.000000 Penalty: 14140.601562
	Iteration 28Q: 3 clusters Score -2.380721e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -23807324.000000 Penalty: 14140.601562
	Iteration 29Q: 3 clusters Score -2.380732e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76283 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -23807404.000000 Penalty: 14140.601562
	Iteration 30Q: 3 clusters Score -2.38074e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76470 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -23807466.000000 Penalty: 14140.601562
	Iteration 31Q: 3 clusters Score -2.380747e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -23807422.000000 Penalty: 14140.601562
	Iteration 32Q: 3 clusters Score -2.380742e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76779 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -23807494.000000 Penalty: 14140.601562
	Iteration 33Q: 3 clusters Score -2.380749e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76874 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -23807476.000000 Penalty: 14140.601562
	Iteration 34Q: 3 clusters Score -2.380748e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76950 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -23807462.000000 Penalty: 14140.601562
	Iteration 35Q: 3 clusters Score -2.380746e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77018 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -23807454.000000 Penalty: 14140.601562
	Iteration 36Q: 3 clusters Score -2.380745e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -23807446.000000 Penalty: 14140.601562
	Iteration 37Q: 3 clusters Score -2.380745e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77124 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -23807486.000000 Penalty: 14140.601562
	Iteration 38Q: 3 clusters Score -2.380749e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77168 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -23807472.000000 Penalty: 14140.601562
	Iteration 39Q: 3 clusters Score -2.380747e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -23807484.000000 Penalty: 14140.601562
	Iteration 40F: 3 clusters Score -2.380748e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -23807452.000000 Penalty: 14140.601562
	Iteration 41Q: 3 clusters Score -2.380745e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77241 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -23807486.000000 Penalty: 14140.601562
	Iteration 42Q: 3 clusters Score -2.380749e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -23807508.000000 Penalty: 14140.601562
	Iteration 43Q: 3 clusters Score -2.380751e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77285 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -23807488.000000 Penalty: 14140.601562
	Iteration 44Q: 3 clusters Score -2.380749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -23807474.000000 Penalty: 14140.601562
	Iteration 45Q: 3 clusters Score -2.380747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -23807498.000000 Penalty: 14140.601562
	Iteration 46Q: 3 clusters Score -2.38075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77320 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -23807496.000000 Penalty: 14140.601562
	Iteration 47Q: 3 clusters Score -2.38075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77332 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -23807518.000000 Penalty: 14140.601562
	Iteration 48Q: 3 clusters Score -2.380752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77340 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -23807520.000000 Penalty: 14140.601562
	Iteration 49Q: 3 clusters Score -2.380752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77344 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -23807518.000000 Penalty: 14140.601562
	Iteration 50Q: 3 clusters Score -2.380752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77349 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -23807524.000000 Penalty: 14140.601562
	Iteration 51Q: 3 clusters Score -2.380752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -23807534.000000 Penalty: 14140.601562
	Iteration 52Q: 3 clusters Score -2.380753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -23807526.000000 Penalty: 14140.601562
	Iteration 53Q: 3 clusters Score -2.380753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -23807518.000000 Penalty: 14140.601562
	Iteration 54Q: 3 clusters Score -2.380752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -23807498.000000 Penalty: 14140.601562
	Iteration 55Q: 3 clusters Score -2.38075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77357 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -23807492.000000 Penalty: 14140.601562
	Iteration 56Q: 3 clusters Score -2.380749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77357 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -23807492.000000 Penalty: 14140.601562
	Iteration 57F: 3 clusters Score -2.380749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21466 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39656 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 77357 members 
Mstep: Class 8 contains 21525 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16124 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34626 members 
Mstep: Class 15 contains 16753 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179950 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 23274 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 1542 members 
Mstep: Class 26 contains 25732 members 
Entering Unmasked Estep 
Score: -138253600.000000 Penalty: 212307.062500
Splitting cluster 7 changes total score from -138247600.000000 to -138253600.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (21525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Entering Unmasked Estep 
Score: -4894054.000000 Penalty: 6110.894531
	Iteration 0F: 2 clusters Score -4894054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -4876687.500000 Penalty: 12221.789062
	Iteration 0F: 3 clusters Score -4876688 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -4881471.500000 Penalty: 12221.789062
	Iteration 1F: 3 clusters Score -4881472 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -4882181.500000 Penalty: 12221.789062
	Iteration 2F: 3 clusters Score -4882182 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -4882694.500000 Penalty: 12221.789062
	Iteration 3F: 3 clusters Score -4882694 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -4883076.500000 Penalty: 12221.789062
	Iteration 4Q: 3 clusters Score -4883076 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -4883454.500000 Penalty: 12221.789062
	Iteration 5Q: 3 clusters Score -4883454 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -4883769.500000 Penalty: 12221.789062
	Iteration 6Q: 3 clusters Score -4883770 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -4884025.500000 Penalty: 12221.789062
	Iteration 7Q: 3 clusters Score -4884026 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -4884263.500000 Penalty: 12221.789062
	Iteration 8Q: 3 clusters Score -4884264 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -4884473.500000 Penalty: 12221.789062
	Iteration 9Q: 3 clusters Score -4884474 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -4884643.500000 Penalty: 12221.789062
	Iteration 10Q: 3 clusters Score -4884644 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -4884842.000000 Penalty: 12221.789062
	Iteration 11Q: 3 clusters Score -4884842 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -4885015.500000 Penalty: 12221.789062
	Iteration 12Q: 3 clusters Score -4885016 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -4885206.500000 Penalty: 12221.789062
	Iteration 13Q: 3 clusters Score -4885206 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -4885404.500000 Penalty: 12221.789062
	Iteration 14Q: 3 clusters Score -4885404 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -4885594.500000 Penalty: 12221.789062
	Iteration 15Q: 3 clusters Score -4885594 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -4885774.500000 Penalty: 12221.789062
	Iteration 16Q: 3 clusters Score -4885774 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -4885976.500000 Penalty: 12221.789062
	Iteration 17Q: 3 clusters Score -4885976 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -4886145.000000 Penalty: 12221.789062
	Iteration 18Q: 3 clusters Score -4886145 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -4886318.500000 Penalty: 12221.789062
	Iteration 19Q: 3 clusters Score -4886318 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -4886459.500000 Penalty: 12221.789062
	Iteration 20F: 3 clusters Score -4886460 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -4886605.500000 Penalty: 12221.789062
	Iteration 21Q: 3 clusters Score -4886606 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -4886756.500000 Penalty: 12221.789062
	Iteration 22Q: 3 clusters Score -4886756 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -4886890.500000 Penalty: 12221.789062
	Iteration 23Q: 3 clusters Score -4886890 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -4887000.000000 Penalty: 12221.789062
	Iteration 24Q: 3 clusters Score -4887000 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -4887128.000000 Penalty: 12221.789062
	Iteration 25Q: 3 clusters Score -4887128 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -4887260.000000 Penalty: 12221.789062
	Iteration 26Q: 3 clusters Score -4887260 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -4887409.500000 Penalty: 12221.789062
	Iteration 27Q: 3 clusters Score -4887410 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -4887522.000000 Penalty: 12221.789062
	Iteration 28Q: 3 clusters Score -4887522 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -4887645.000000 Penalty: 12221.789062
	Iteration 29Q: 3 clusters Score -4887645 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4887770.000000 Penalty: 12221.789062
	Iteration 30Q: 3 clusters Score -4887770 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -4887828.500000 Penalty: 12221.789062
	Iteration 31Q: 3 clusters Score -4887828 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -4887900.000000 Penalty: 12221.789062
	Iteration 32Q: 3 clusters Score -4887900 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -4887962.500000 Penalty: 12221.789062
	Iteration 33Q: 3 clusters Score -4887962 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -4888020.000000 Penalty: 12221.789062
	Iteration 34Q: 3 clusters Score -4888020 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -4888095.000000 Penalty: 12221.789062
	Iteration 35Q: 3 clusters Score -4888095 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -4888142.000000 Penalty: 12221.789062
	Iteration 36Q: 3 clusters Score -4888142 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -4888177.000000 Penalty: 12221.789062
	Iteration 37Q: 3 clusters Score -4888177 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4888216.000000 Penalty: 12221.789062
	Iteration 38Q: 3 clusters Score -4888216 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4888265.000000 Penalty: 12221.789062
	Iteration 39Q: 3 clusters Score -4888265 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4888286.500000 Penalty: 12221.789062
	Iteration 40F: 3 clusters Score -4888286 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -4888314.500000 Penalty: 12221.789062
	Iteration 41Q: 3 clusters Score -4888314 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4888348.000000 Penalty: 12221.789062
	Iteration 42Q: 3 clusters Score -4888348 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -4888374.500000 Penalty: 12221.789062
	Iteration 43Q: 3 clusters Score -4888374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4888395.000000 Penalty: 12221.789062
	Iteration 44Q: 3 clusters Score -4888395 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4888414.500000 Penalty: 12221.789062
	Iteration 45Q: 3 clusters Score -4888414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4888450.000000 Penalty: 12221.789062
	Iteration 46Q: 3 clusters Score -4888450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4888480.000000 Penalty: 12221.789062
	Iteration 47Q: 3 clusters Score -4888480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4888496.000000 Penalty: 12221.789062
	Iteration 48Q: 3 clusters Score -4888496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4888505.000000 Penalty: 12221.789062
	Iteration 49Q: 3 clusters Score -4888505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4888519.500000 Penalty: 12221.789062
	Iteration 50Q: 3 clusters Score -4888520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4888535.500000 Penalty: 12221.789062
	Iteration 51Q: 3 clusters Score -4888536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4888542.500000 Penalty: 12221.789062
	Iteration 52Q: 3 clusters Score -4888542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4888553.500000 Penalty: 12221.789062
	Iteration 53Q: 3 clusters Score -4888554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4888565.000000 Penalty: 12221.789062
	Iteration 54Q: 3 clusters Score -4888565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4888570.500000 Penalty: 12221.789062
	Iteration 55Q: 3 clusters Score -4888570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4888581.500000 Penalty: 12221.789062
	Iteration 56Q: 3 clusters Score -4888582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4888578.500000 Penalty: 12221.789062
	Iteration 57Q: 3 clusters Score -4888578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4888586.500000 Penalty: 12221.789062
	Iteration 58Q: 3 clusters Score -4888586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -4888604.500000 Penalty: 12221.789062
	Iteration 59Q: 3 clusters Score -4888604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4888611.500000 Penalty: 12221.789062
	Iteration 60F: 3 clusters Score -4888612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4888615.000000 Penalty: 12221.789062
	Iteration 61Q: 3 clusters Score -4888615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4888633.000000 Penalty: 12221.789062
	Iteration 62Q: 3 clusters Score -4888633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4888660.500000 Penalty: 12221.789062
	Iteration 63Q: 3 clusters Score -4888660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4888667.500000 Penalty: 12221.789062
	Iteration 64Q: 3 clusters Score -4888668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4888690.000000 Penalty: 12221.789062
	Iteration 65Q: 3 clusters Score -4888690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4888695.500000 Penalty: 12221.789062
	Iteration 66Q: 3 clusters Score -4888696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4888726.000000 Penalty: 12221.789062
	Iteration 67Q: 3 clusters Score -4888726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4888764.500000 Penalty: 12221.789062
	Iteration 68Q: 3 clusters Score -4888764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4888812.500000 Penalty: 12221.789062
	Iteration 69Q: 3 clusters Score -4888812 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4888861.500000 Penalty: 12221.789062
	Iteration 70Q: 3 clusters Score -4888862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4888889.500000 Penalty: 12221.789062
	Iteration 71Q: 3 clusters Score -4888890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4888919.500000 Penalty: 12221.789062
	Iteration 72Q: 3 clusters Score -4888920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4888953.000000 Penalty: 12221.789062
	Iteration 73Q: 3 clusters Score -4888953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4888963.000000 Penalty: 12221.789062
	Iteration 74Q: 3 clusters Score -4888963 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4889002.000000 Penalty: 12221.789062
	Iteration 75Q: 3 clusters Score -4889002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4889011.500000 Penalty: 12221.789062
	Iteration 76Q: 3 clusters Score -4889012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4889022.000000 Penalty: 12221.789062
	Iteration 77Q: 3 clusters Score -4889022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4889038.000000 Penalty: 12221.789062
	Iteration 78Q: 3 clusters Score -4889038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4889046.000000 Penalty: 12221.789062
	Iteration 79Q: 3 clusters Score -4889046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4889054.000000 Penalty: 12221.789062
	Iteration 80F: 3 clusters Score -4889054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4889061.000000 Penalty: 12221.789062
	Iteration 81Q: 3 clusters Score -4889061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4889067.500000 Penalty: 12221.789062
	Iteration 82Q: 3 clusters Score -4889068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4889068.000000 Penalty: 12221.789062
	Iteration 83Q: 3 clusters Score -4889068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4889070.000000 Penalty: 12221.789062
	Iteration 84Q: 3 clusters Score -4889070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4889069.000000 Penalty: 12221.789062
	Iteration 85Q: 3 clusters Score -4889069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4889066.500000 Penalty: 12221.789062
	Iteration 86Q: 3 clusters Score -4889066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4889070.500000 Penalty: 12221.789062
	Iteration 87Q: 3 clusters Score -4889070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4889068.000000 Penalty: 12221.789062
	Iteration 88Q: 3 clusters Score -4889068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4889068.000000 Penalty: 12221.789062
	Iteration 89F: 3 clusters Score -4889068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Entering Unmasked Estep 
Score: -2558994.750000 Penalty: 5710.637695
	Iteration 0F: 2 clusters Score -2558995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2548115.000000 Penalty: 11421.275391
	Iteration 0F: 3 clusters Score -2548115 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2550643.500000 Penalty: 11421.275391
	Iteration 1F: 3 clusters Score -2550644 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2551660.250000 Penalty: 11421.275391
	Iteration 2F: 3 clusters Score -2551660 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2552745.750000 Penalty: 11421.275391
	Iteration 3F: 3 clusters Score -2552746 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2553656.750000 Penalty: 11421.275391
	Iteration 4F: 3 clusters Score -2553657 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2554413.500000 Penalty: 11421.275391
	Iteration 5F: 3 clusters Score -2554414 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2555091.750000 Penalty: 11421.275391
	Iteration 6F: 3 clusters Score -2555092 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2555720.250000 Penalty: 11421.275391
	Iteration 7F: 3 clusters Score -2555720 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2556303.000000 Penalty: 11421.275391
	Iteration 8Q: 3 clusters Score -2556303 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2556797.500000 Penalty: 11421.275391
	Iteration 9Q: 3 clusters Score -2556798 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2557191.250000 Penalty: 11421.275391
	Iteration 10Q: 3 clusters Score -2557191 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2557466.000000 Penalty: 11421.275391
	Iteration 11Q: 3 clusters Score -2557466 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2557683.750000 Penalty: 11421.275391
	Iteration 12Q: 3 clusters Score -2557684 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2557838.250000 Penalty: 11421.275391
	Iteration 13Q: 3 clusters Score -2557838 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2557925.750000 Penalty: 11421.275391
	Iteration 14Q: 3 clusters Score -2557926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2557979.500000 Penalty: 11421.275391
	Iteration 15Q: 3 clusters Score -2557980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2558009.500000 Penalty: 11421.275391
	Iteration 16Q: 3 clusters Score -2558010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2558027.250000 Penalty: 11421.275391
	Iteration 17Q: 3 clusters Score -2558027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2558038.250000 Penalty: 11421.275391
	Iteration 18Q: 3 clusters Score -2558038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2558058.750000 Penalty: 11421.275391
	Iteration 19Q: 3 clusters Score -2558059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2558089.000000 Penalty: 11421.275391
	Iteration 20F: 3 clusters Score -2558089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2558096.750000 Penalty: 11421.275391
	Iteration 21Q: 3 clusters Score -2558097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2558108.750000 Penalty: 11421.275391
	Iteration 22Q: 3 clusters Score -2558109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2558115.750000 Penalty: 11421.275391
	Iteration 23Q: 3 clusters Score -2558116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2558119.000000 Penalty: 11421.275391
	Iteration 24Q: 3 clusters Score -2558119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2558120.000000 Penalty: 11421.275391
	Iteration 25Q: 3 clusters Score -2558120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2558123.000000 Penalty: 11421.275391
	Iteration 26Q: 3 clusters Score -2558123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2558122.000000 Penalty: 11421.275391
	Iteration 27Q: 3 clusters Score -2558122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2558122.000000 Penalty: 11421.275391
	Iteration 28F: 3 clusters Score -2558122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -740974.812500 Penalty: 4958.553711
	Iteration 0F: 2 clusters Score -740974.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -735026.125000 Penalty: 9917.107422
	Iteration 0F: 3 clusters Score -735026.1 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -735831.562500 Penalty: 9917.107422
	Iteration 1F: 3 clusters Score -735831.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -736054.875000 Penalty: 9917.107422
	Iteration 2F: 3 clusters Score -736054.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -736161.312500 Penalty: 9917.107422
	Iteration 3Q: 3 clusters Score -736161.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -736228.375000 Penalty: 9917.107422
	Iteration 4Q: 3 clusters Score -736228.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -736271.687500 Penalty: 9917.107422
	Iteration 5Q: 3 clusters Score -736271.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -736293.062500 Penalty: 9917.107422
	Iteration 6Q: 3 clusters Score -736293.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -736315.562500 Penalty: 9917.107422
	Iteration 7Q: 3 clusters Score -736315.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -736328.375000 Penalty: 9917.107422
	Iteration 8Q: 3 clusters Score -736328.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -736340.250000 Penalty: 9917.107422
	Iteration 9Q: 3 clusters Score -736340.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -736348.062500 Penalty: 9917.107422
	Iteration 10Q: 3 clusters Score -736348.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -736357.125000 Penalty: 9917.107422
	Iteration 11Q: 3 clusters Score -736357.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -736359.625000 Penalty: 9917.107422
	Iteration 12Q: 3 clusters Score -736359.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -736364.500000 Penalty: 9917.107422
	Iteration 13Q: 3 clusters Score -736364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -736370.562500 Penalty: 9917.107422
	Iteration 14Q: 3 clusters Score -736370.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -736373.875000 Penalty: 9917.107422
	Iteration 15Q: 3 clusters Score -736373.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -736379.125000 Penalty: 9917.107422
	Iteration 16Q: 3 clusters Score -736379.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -736383.250000 Penalty: 9917.107422
	Iteration 17Q: 3 clusters Score -736383.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -736387.125000 Penalty: 9917.107422
	Iteration 18Q: 3 clusters Score -736387.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -736388.687500 Penalty: 9917.107422
	Iteration 19Q: 3 clusters Score -736388.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -736391.562500 Penalty: 9917.107422
	Iteration 20F: 3 clusters Score -736391.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -736391.812500 Penalty: 9917.107422
	Iteration 21Q: 3 clusters Score -736391.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -736391.562500 Penalty: 9917.107422
	Iteration 22Q: 3 clusters Score -736391.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -736392.375000 Penalty: 9917.107422
	Iteration 23Q: 3 clusters Score -736392.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -736393.562500 Penalty: 9917.107422
	Iteration 24Q: 3 clusters Score -736393.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -736394.937500 Penalty: 9917.107422
	Iteration 25Q: 3 clusters Score -736394.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -736394.937500 Penalty: 9917.107422
	Iteration 26F: 3 clusters Score -736394.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -190162.328125 Penalty: 4171.212402
	Iteration 0F: 2 clusters Score -190162.3 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 443 members 
Entering Unmasked Estep 
Score: -186204.453125 Penalty: 8342.424805
	Iteration 0F: 3 clusters Score -186204.5 nChanged 117
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: -186590.890625 Penalty: 8342.424805
	Iteration 1F: 3 clusters Score -186590.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -186704.812500 Penalty: 8342.424805
	Iteration 2Q: 3 clusters Score -186704.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -186776.421875 Penalty: 8342.424805
	Iteration 3Q: 3 clusters Score -186776.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -186857.703125 Penalty: 8342.424805
	Iteration 4Q: 3 clusters Score -186857.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -186919.156250 Penalty: 8342.424805
	Iteration 5Q: 3 clusters Score -186919.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -186991.406250 Penalty: 8342.424805
	Iteration 6Q: 3 clusters Score -186991.4 nChanged 12
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: -187046.750000 Penalty: 8342.424805
	Iteration 7Q: 3 clusters Score -187046.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -187143.312500 Penalty: 8342.424805
	Iteration 8Q: 3 clusters Score -187143.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -187246.031250 Penalty: 8342.424805
	Iteration 9Q: 3 clusters Score -187246 nChanged 20
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: -187411.734375 Penalty: 8342.424805
	Iteration 10Q: 3 clusters Score -187411.7 nChanged 23
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: -187517.140625 Penalty: 8342.424805
	Iteration 11Q: 3 clusters Score -187517.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -187582.703125 Penalty: 8342.424805
	Iteration 12Q: 3 clusters Score -187582.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -187624.968750 Penalty: 8342.424805
	Iteration 13Q: 3 clusters Score -187625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -187684.687500 Penalty: 8342.424805
	Iteration 14Q: 3 clusters Score -187684.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -187731.312500 Penalty: 8342.424805
	Iteration 15Q: 3 clusters Score -187731.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -187786.109375 Penalty: 8342.424805
	Iteration 16Q: 3 clusters Score -187786.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -187842.656250 Penalty: 8342.424805
	Iteration 17Q: 3 clusters Score -187842.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -187868.500000 Penalty: 8342.424805
	Iteration 18Q: 3 clusters Score -187868.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -187887.875000 Penalty: 8342.424805
	Iteration 19Q: 3 clusters Score -187887.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -187905.359375 Penalty: 8342.424805
	Iteration 20F: 3 clusters Score -187905.4 nChanged 7
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: -187939.140625 Penalty: 8342.424805
	Iteration 21Q: 3 clusters Score -187939.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -187971.000000 Penalty: 8342.424805
	Iteration 22Q: 3 clusters Score -187971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -188000.031250 Penalty: 8342.424805
	Iteration 23Q: 3 clusters Score -188000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -188045.484375 Penalty: 8342.424805
	Iteration 24Q: 3 clusters Score -188045.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -188170.046875 Penalty: 8342.424805
	Iteration 25Q: 3 clusters Score -188170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -188329.546875 Penalty: 8342.424805
	Iteration 26Q: 3 clusters Score -188329.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -188483.546875 Penalty: 8342.424805
	Iteration 27Q: 3 clusters Score -188483.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -188696.656250 Penalty: 8342.424805
	Iteration 28Q: 3 clusters Score -188696.7 nChanged 20
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: -188946.093750 Penalty: 8342.424805
	Iteration 29Q: 3 clusters Score -188946.1 nChanged 22
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: -189249.859375 Penalty: 8342.424805
	Iteration 30Q: 3 clusters Score -189249.9 nChanged 16
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: -189408.406250 Penalty: 8342.424805
	Iteration 31Q: 3 clusters Score -189408.4 nChanged 6
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: -189449.734375 Penalty: 8342.424805
	Iteration 32Q: 3 clusters Score -189449.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -189460.828125 Penalty: 8342.424805
	Iteration 33Q: 3 clusters Score -189460.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -189470.500000 Penalty: 8342.424805
	Iteration 34Q: 3 clusters Score -189470.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -189484.140625 Penalty: 8342.424805
	Iteration 35Q: 3 clusters Score -189484.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -189492.593750 Penalty: 8342.424805
	Iteration 36Q: 3 clusters Score -189492.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -189492.593750 Penalty: 8342.424805
	Iteration 37F: 3 clusters Score -189492.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Entering Unmasked Estep 
Score: -3652660.250000 Penalty: 5933.939453
	Iteration 0F: 2 clusters Score -3652660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3638550.250000 Penalty: 11867.878906
	Iteration 0F: 3 clusters Score -3638550 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3641957.250000 Penalty: 11867.878906
	Iteration 1F: 3 clusters Score -3641957 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3642515.750000 Penalty: 11867.878906
	Iteration 2F: 3 clusters Score -3642516 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -3642941.000000 Penalty: 11867.878906
	Iteration 3Q: 3 clusters Score -3642941 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -3643331.250000 Penalty: 11867.878906
	Iteration 4Q: 3 clusters Score -3643331 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3643718.250000 Penalty: 11867.878906
	Iteration 5Q: 3 clusters Score -3643718 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -3644137.000000 Penalty: 11867.878906
	Iteration 6Q: 3 clusters Score -3644137 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3644590.750000 Penalty: 11867.878906
	Iteration 7Q: 3 clusters Score -3644591 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -3645074.750000 Penalty: 11867.878906
	Iteration 8Q: 3 clusters Score -3645075 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -3645529.000000 Penalty: 11867.878906
	Iteration 9Q: 3 clusters Score -3645529 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3645896.500000 Penalty: 11867.878906
	Iteration 10Q: 3 clusters Score -3645896 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -3646189.750000 Penalty: 11867.878906
	Iteration 11Q: 3 clusters Score -3646190 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -3646395.000000 Penalty: 11867.878906
	Iteration 12Q: 3 clusters Score -3646395 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -3646615.500000 Penalty: 11867.878906
	Iteration 13Q: 3 clusters Score -3646616 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -3646804.000000 Penalty: 11867.878906
	Iteration 14Q: 3 clusters Score -3646804 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -3647023.500000 Penalty: 11867.878906
	Iteration 15Q: 3 clusters Score -3647024 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -3647243.000000 Penalty: 11867.878906
	Iteration 16Q: 3 clusters Score -3647243 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -3647481.750000 Penalty: 11867.878906
	Iteration 17Q: 3 clusters Score -3647482 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3647752.250000 Penalty: 11867.878906
	Iteration 18Q: 3 clusters Score -3647752 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3648014.500000 Penalty: 11867.878906
	Iteration 19Q: 3 clusters Score -3648014 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3648220.000000 Penalty: 11867.878906
	Iteration 20F: 3 clusters Score -3648220 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3648391.000000 Penalty: 11867.878906
	Iteration 21Q: 3 clusters Score -3648391 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3648524.000000 Penalty: 11867.878906
	Iteration 22Q: 3 clusters Score -3648524 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3648594.000000 Penalty: 11867.878906
	Iteration 23Q: 3 clusters Score -3648594 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3648636.250000 Penalty: 11867.878906
	Iteration 24Q: 3 clusters Score -3648636 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3648692.750000 Penalty: 11867.878906
	Iteration 25Q: 3 clusters Score -3648693 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3648739.250000 Penalty: 11867.878906
	Iteration 26Q: 3 clusters Score -3648739 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3648781.250000 Penalty: 11867.878906
	Iteration 27Q: 3 clusters Score -3648781 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3648809.500000 Penalty: 11867.878906
	Iteration 28Q: 3 clusters Score -3648810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3648839.500000 Penalty: 11867.878906
	Iteration 29Q: 3 clusters Score -3648840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3648868.250000 Penalty: 11867.878906
	Iteration 30Q: 3 clusters Score -3648868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3648893.500000 Penalty: 11867.878906
	Iteration 31Q: 3 clusters Score -3648894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3648910.000000 Penalty: 11867.878906
	Iteration 32Q: 3 clusters Score -3648910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3648922.500000 Penalty: 11867.878906
	Iteration 33Q: 3 clusters Score -3648922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3648930.250000 Penalty: 11867.878906
	Iteration 34Q: 3 clusters Score -3648930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3648945.750000 Penalty: 11867.878906
	Iteration 35Q: 3 clusters Score -3648946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3648961.500000 Penalty: 11867.878906
	Iteration 36Q: 3 clusters Score -3648962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3648968.000000 Penalty: 11867.878906
	Iteration 37Q: 3 clusters Score -3648968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3648988.750000 Penalty: 11867.878906
	Iteration 38Q: 3 clusters Score -3648989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3649004.500000 Penalty: 11867.878906
	Iteration 39Q: 3 clusters Score -3649004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -3649025.750000 Penalty: 11867.878906
	Iteration 40F: 3 clusters Score -3649026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3649037.250000 Penalty: 11867.878906
	Iteration 41Q: 3 clusters Score -3649037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3649052.750000 Penalty: 11867.878906
	Iteration 42Q: 3 clusters Score -3649053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3649076.000000 Penalty: 11867.878906
	Iteration 43Q: 3 clusters Score -3649076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -3649093.750000 Penalty: 11867.878906
	Iteration 44Q: 3 clusters Score -3649094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3649129.750000 Penalty: 11867.878906
	Iteration 45Q: 3 clusters Score -3649130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -3649161.250000 Penalty: 11867.878906
	Iteration 46Q: 3 clusters Score -3649161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -3649205.750000 Penalty: 11867.878906
	Iteration 47Q: 3 clusters Score -3649206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3649267.750000 Penalty: 11867.878906
	Iteration 48Q: 3 clusters Score -3649268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3649332.000000 Penalty: 11867.878906
	Iteration 49Q: 3 clusters Score -3649332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3649384.500000 Penalty: 11867.878906
	Iteration 50Q: 3 clusters Score -3649384 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3649438.250000 Penalty: 11867.878906
	Iteration 51Q: 3 clusters Score -3649438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3649467.750000 Penalty: 11867.878906
	Iteration 52Q: 3 clusters Score -3649468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -3649479.750000 Penalty: 11867.878906
	Iteration 53Q: 3 clusters Score -3649480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3649511.500000 Penalty: 11867.878906
	Iteration 54Q: 3 clusters Score -3649512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -3649523.250000 Penalty: 11867.878906
	Iteration 55Q: 3 clusters Score -3649523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3649524.000000 Penalty: 11867.878906
	Iteration 56Q: 3 clusters Score -3649524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3649527.500000 Penalty: 11867.878906
	Iteration 57Q: 3 clusters Score -3649528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3649526.750000 Penalty: 11867.878906
	Iteration 58Q: 3 clusters Score -3649527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3649527.750000 Penalty: 11867.878906
	Iteration 59Q: 3 clusters Score -3649528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3649528.750000 Penalty: 11867.878906
	Iteration 60F: 3 clusters Score -3649529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Entering Unmasked Estep 
Score: -3054548.750000 Penalty: 5819.449707
	Iteration 0F: 2 clusters Score -3054549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -3042157.750000 Penalty: 11638.899414
	Iteration 0F: 3 clusters Score -3042158 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3045157.750000 Penalty: 11638.899414
	Iteration 1F: 3 clusters Score -3045158 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -3045738.000000 Penalty: 11638.899414
	Iteration 2F: 3 clusters Score -3045738 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -3046144.750000 Penalty: 11638.899414
	Iteration 3F: 3 clusters Score -3046145 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -3046444.750000 Penalty: 11638.899414
	Iteration 4Q: 3 clusters Score -3046445 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -3046664.500000 Penalty: 11638.899414
	Iteration 5Q: 3 clusters Score -3046664 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -3046837.250000 Penalty: 11638.899414
	Iteration 6Q: 3 clusters Score -3046837 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -3046985.000000 Penalty: 11638.899414
	Iteration 7Q: 3 clusters Score -3046985 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3047133.500000 Penalty: 11638.899414
	Iteration 8Q: 3 clusters Score -3047134 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3047260.500000 Penalty: 11638.899414
	Iteration 9Q: 3 clusters Score -3047260 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -3047394.000000 Penalty: 11638.899414
	Iteration 10Q: 3 clusters Score -3047394 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3047540.000000 Penalty: 11638.899414
	Iteration 11Q: 3 clusters Score -3047540 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -3047667.000000 Penalty: 11638.899414
	Iteration 12Q: 3 clusters Score -3047667 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -3047818.750000 Penalty: 11638.899414
	Iteration 13Q: 3 clusters Score -3047819 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3047995.750000 Penalty: 11638.899414
	Iteration 14Q: 3 clusters Score -3047996 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -3048198.500000 Penalty: 11638.899414
	Iteration 15Q: 3 clusters Score -3048198 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3048437.500000 Penalty: 11638.899414
	Iteration 16Q: 3 clusters Score -3048438 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3048664.750000 Penalty: 11638.899414
	Iteration 17Q: 3 clusters Score -3048665 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3048861.000000 Penalty: 11638.899414
	Iteration 18Q: 3 clusters Score -3048861 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -3049050.500000 Penalty: 11638.899414
	Iteration 19Q: 3 clusters Score -3049050 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -3049203.500000 Penalty: 11638.899414
	Iteration 20F: 3 clusters Score -3049204 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3049350.500000 Penalty: 11638.899414
	Iteration 21Q: 3 clusters Score -3049350 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3049478.750000 Penalty: 11638.899414
	Iteration 22Q: 3 clusters Score -3049479 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -3049587.250000 Penalty: 11638.899414
	Iteration 23Q: 3 clusters Score -3049587 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3049657.500000 Penalty: 11638.899414
	Iteration 24Q: 3 clusters Score -3049658 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3049727.500000 Penalty: 11638.899414
	Iteration 25Q: 3 clusters Score -3049728 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3049779.500000 Penalty: 11638.899414
	Iteration 26Q: 3 clusters Score -3049780 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -3049825.000000 Penalty: 11638.899414
	Iteration 27Q: 3 clusters Score -3049825 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -3049855.250000 Penalty: 11638.899414
	Iteration 28Q: 3 clusters Score -3049855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3049882.750000 Penalty: 11638.899414
	Iteration 29Q: 3 clusters Score -3049883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -3049897.500000 Penalty: 11638.899414
	Iteration 30Q: 3 clusters Score -3049898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -3049918.250000 Penalty: 11638.899414
	Iteration 31Q: 3 clusters Score -3049918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -3049929.750000 Penalty: 11638.899414
	Iteration 32Q: 3 clusters Score -3049930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -3049940.000000 Penalty: 11638.899414
	Iteration 33Q: 3 clusters Score -3049940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -3049945.750000 Penalty: 11638.899414
	Iteration 34Q: 3 clusters Score -3049946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3049964.500000 Penalty: 11638.899414
	Iteration 35Q: 3 clusters Score -3049964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3049972.000000 Penalty: 11638.899414
	Iteration 36Q: 3 clusters Score -3049972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3049975.000000 Penalty: 11638.899414
	Iteration 37Q: 3 clusters Score -3049975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -3049985.750000 Penalty: 11638.899414
	Iteration 38Q: 3 clusters Score -3049986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -3049988.500000 Penalty: 11638.899414
	Iteration 39Q: 3 clusters Score -3049988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -3049992.000000 Penalty: 11638.899414
	Iteration 40F: 3 clusters Score -3049992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -3049990.750000 Penalty: 11638.899414
	Iteration 41Q: 3 clusters Score -3049991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3049994.000000 Penalty: 11638.899414
	Iteration 42Q: 3 clusters Score -3049994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3049998.000000 Penalty: 11638.899414
	Iteration 43Q: 3 clusters Score -3049998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3050000.250000 Penalty: 11638.899414
	Iteration 44Q: 3 clusters Score -3050000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3050003.250000 Penalty: 11638.899414
	Iteration 45Q: 3 clusters Score -3050003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3050005.000000 Penalty: 11638.899414
	Iteration 46Q: 3 clusters Score -3050005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3050001.750000 Penalty: 11638.899414
	Iteration 47Q: 3 clusters Score -3050002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3050003.000000 Penalty: 11638.899414
	Iteration 48Q: 3 clusters Score -3050003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -3050001.500000 Penalty: 11638.899414
	Iteration 49Q: 3 clusters Score -3050002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -3050000.000000 Penalty: 11638.899414
	Iteration 50Q: 3 clusters Score -3050000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3050007.750000 Penalty: 11638.899414
	Iteration 51Q: 3 clusters Score -3050008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3050009.750000 Penalty: 11638.899414
	Iteration 52Q: 3 clusters Score -3050010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3050009.250000 Penalty: 11638.899414
	Iteration 53Q: 3 clusters Score -3050009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3050015.250000 Penalty: 11638.899414
	Iteration 54Q: 3 clusters Score -3050015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -3050011.750000 Penalty: 11638.899414
	Iteration 55Q: 3 clusters Score -3050012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3050011.750000 Penalty: 11638.899414
	Iteration 56Q: 3 clusters Score -3050012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -3050013.500000 Penalty: 11638.899414
	Iteration 57Q: 3 clusters Score -3050014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3050013.500000 Penalty: 11638.899414
	Iteration 58Q: 3 clusters Score -3050014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -3050014.500000 Penalty: 11638.899414
	Iteration 59Q: 3 clusters Score -3050014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -3050014.500000 Penalty: 11638.899414
	Iteration 60F: 3 clusters Score -3050014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Entering Unmasked Estep 
Score: -7759423.000000 Penalty: 6402.070801
	Iteration 0F: 2 clusters Score -7759423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -7733507.000000 Penalty: 12804.141602
	Iteration 0F: 3 clusters Score -7733507 nChanged 14813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -7741489.500000 Penalty: 12804.141602
	Iteration 1F: 3 clusters Score -7741490 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -7742402.500000 Penalty: 12804.141602
	Iteration 2F: 3 clusters Score -7742402 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -7743242.000000 Penalty: 12804.141602
	Iteration 3Q: 3 clusters Score -7743242 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -7743998.500000 Penalty: 12804.141602
	Iteration 4Q: 3 clusters Score -7743998 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -7744738.000000 Penalty: 12804.141602
	Iteration 5Q: 3 clusters Score -7744738 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -7745344.500000 Penalty: 12804.141602
	Iteration 6Q: 3 clusters Score -7745344 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -7745935.000000 Penalty: 12804.141602
	Iteration 7Q: 3 clusters Score -7745935 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -7746409.000000 Penalty: 12804.141602
	Iteration 8Q: 3 clusters Score -7746409 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -7746836.000000 Penalty: 12804.141602
	Iteration 9Q: 3 clusters Score -7746836 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -7747264.500000 Penalty: 12804.141602
	Iteration 10Q: 3 clusters Score -7747264 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -7747615.500000 Penalty: 12804.141602
	Iteration 11Q: 3 clusters Score -7747616 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -7747948.500000 Penalty: 12804.141602
	Iteration 12Q: 3 clusters Score -7747948 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -7748243.500000 Penalty: 12804.141602
	Iteration 13Q: 3 clusters Score -7748244 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -7748529.000000 Penalty: 12804.141602
	Iteration 14Q: 3 clusters Score -7748529 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -7748843.000000 Penalty: 12804.141602
	Iteration 15Q: 3 clusters Score -7748843 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -7749152.000000 Penalty: 12804.141602
	Iteration 16Q: 3 clusters Score -7749152 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -7749437.500000 Penalty: 12804.141602
	Iteration 17Q: 3 clusters Score -7749438 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -7749685.500000 Penalty: 12804.141602
	Iteration 18Q: 3 clusters Score -7749686 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -7749877.500000 Penalty: 12804.141602
	Iteration 19Q: 3 clusters Score -7749878 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -7750013.000000 Penalty: 12804.141602
	Iteration 20F: 3 clusters Score -7750013 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -7750167.500000 Penalty: 12804.141602
	Iteration 21Q: 3 clusters Score -7750168 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -7750304.000000 Penalty: 12804.141602
	Iteration 22Q: 3 clusters Score -7750304 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -7750400.000000 Penalty: 12804.141602
	Iteration 23Q: 3 clusters Score -7750400 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -7750516.500000 Penalty: 12804.141602
	Iteration 24Q: 3 clusters Score -7750516 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -7750637.500000 Penalty: 12804.141602
	Iteration 25Q: 3 clusters Score -7750638 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -7750743.000000 Penalty: 12804.141602
	Iteration 26Q: 3 clusters Score -7750743 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -7750877.000000 Penalty: 12804.141602
	Iteration 27Q: 3 clusters Score -7750877 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -7751000.000000 Penalty: 12804.141602
	Iteration 28Q: 3 clusters Score -7751000 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -7751116.500000 Penalty: 12804.141602
	Iteration 29Q: 3 clusters Score -7751116 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -7751268.000000 Penalty: 12804.141602
	Iteration 30Q: 3 clusters Score -7751268 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -7751430.000000 Penalty: 12804.141602
	Iteration 31Q: 3 clusters Score -7751430 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -7751627.000000 Penalty: 12804.141602
	Iteration 32Q: 3 clusters Score -7751627 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -7751809.000000 Penalty: 12804.141602
	Iteration 33Q: 3 clusters Score -7751809 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -7752013.000000 Penalty: 12804.141602
	Iteration 34Q: 3 clusters Score -7752013 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -7752220.000000 Penalty: 12804.141602
	Iteration 35Q: 3 clusters Score -7752220 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -7752417.500000 Penalty: 12804.141602
	Iteration 36Q: 3 clusters Score -7752418 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -7752600.000000 Penalty: 12804.141602
	Iteration 37Q: 3 clusters Score -7752600 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -7752872.000000 Penalty: 12804.141602
	Iteration 38Q: 3 clusters Score -7752872 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -7753004.000000 Penalty: 12804.141602
	Iteration 39Q: 3 clusters Score -7753004 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -7753311.500000 Penalty: 12804.141602
	Iteration 40F: 3 clusters Score -7753312 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -7753748.000000 Penalty: 12804.141602
	Iteration 41Q: 3 clusters Score -7753748 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -7754342.000000 Penalty: 12804.141602
	Iteration 42Q: 3 clusters Score -7754342 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -7754552.500000 Penalty: 12804.141602
	Iteration 43Q: 3 clusters Score -7754552 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -7754667.500000 Penalty: 12804.141602
	Iteration 44Q: 3 clusters Score -7754668 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -7754733.000000 Penalty: 12804.141602
	Iteration 45Q: 3 clusters Score -7754733 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -7754782.000000 Penalty: 12804.141602
	Iteration 46Q: 3 clusters Score -7754782 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -7754792.500000 Penalty: 12804.141602
	Iteration 47Q: 3 clusters Score -7754792 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -7754800.000000 Penalty: 12804.141602
	Iteration 48Q: 3 clusters Score -7754800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -7754831.000000 Penalty: 12804.141602
	Iteration 49Q: 3 clusters Score -7754831 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -7754848.000000 Penalty: 12804.141602
	Iteration 50Q: 3 clusters Score -7754848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -7754844.500000 Penalty: 12804.141602
	Iteration 51Q: 3 clusters Score -7754844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -7754871.500000 Penalty: 12804.141602
	Iteration 52Q: 3 clusters Score -7754872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -7754876.000000 Penalty: 12804.141602
	Iteration 53Q: 3 clusters Score -7754876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -7754877.500000 Penalty: 12804.141602
	Iteration 54Q: 3 clusters Score -7754878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -7754877.000000 Penalty: 12804.141602
	Iteration 55Q: 3 clusters Score -7754877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -7754881.000000 Penalty: 12804.141602
	Iteration 56Q: 3 clusters Score -7754881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -7754875.500000 Penalty: 12804.141602
	Iteration 57Q: 3 clusters Score -7754876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -7754874.500000 Penalty: 12804.141602
	Iteration 58Q: 3 clusters Score -7754874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -7754878.000000 Penalty: 12804.141602
	Iteration 59Q: 3 clusters Score -7754878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -7754874.500000 Penalty: 12804.141602
	Iteration 60F: 3 clusters Score -7754874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -7754877.500000 Penalty: 12804.141602
	Iteration 61Q: 3 clusters Score -7754878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -7754877.500000 Penalty: 12804.141602
	Iteration 62F: 3 clusters Score -7754878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Entering Unmasked Estep 
Score: -3782586.500000 Penalty: 5957.378906
	Iteration 0F: 2 clusters Score -3782586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -3768176.250000 Penalty: 11914.757812
	Iteration 0F: 3 clusters Score -3768176 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -3771774.000000 Penalty: 11914.757812
	Iteration 1F: 3 clusters Score -3771774 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3772359.500000 Penalty: 11914.757812
	Iteration 2F: 3 clusters Score -3772360 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -3772726.000000 Penalty: 11914.757812
	Iteration 3Q: 3 clusters Score -3772726 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -3773014.750000 Penalty: 11914.757812
	Iteration 4Q: 3 clusters Score -3773015 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -3773280.000000 Penalty: 11914.757812
	Iteration 5Q: 3 clusters Score -3773280 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -3773550.750000 Penalty: 11914.757812
	Iteration 6Q: 3 clusters Score -3773551 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3773805.250000 Penalty: 11914.757812
	Iteration 7Q: 3 clusters Score -3773805 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -3774068.250000 Penalty: 11914.757812
	Iteration 8Q: 3 clusters Score -3774068 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3774361.250000 Penalty: 11914.757812
	Iteration 9Q: 3 clusters Score -3774361 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3774692.250000 Penalty: 11914.757812
	Iteration 10Q: 3 clusters Score -3774692 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -3775027.250000 Penalty: 11914.757812
	Iteration 11Q: 3 clusters Score -3775027 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3775379.250000 Penalty: 11914.757812
	Iteration 12Q: 3 clusters Score -3775379 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -3775745.500000 Penalty: 11914.757812
	Iteration 13Q: 3 clusters Score -3775746 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3776072.500000 Penalty: 11914.757812
	Iteration 14Q: 3 clusters Score -3776072 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -3776385.000000 Penalty: 11914.757812
	Iteration 15Q: 3 clusters Score -3776385 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3776645.500000 Penalty: 11914.757812
	Iteration 16Q: 3 clusters Score -3776646 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3776855.250000 Penalty: 11914.757812
	Iteration 17Q: 3 clusters Score -3776855 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -3777053.500000 Penalty: 11914.757812
	Iteration 18Q: 3 clusters Score -3777054 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3777237.250000 Penalty: 11914.757812
	Iteration 19Q: 3 clusters Score -3777237 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -3777388.750000 Penalty: 11914.757812
	Iteration 20F: 3 clusters Score -3777389 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -3777490.500000 Penalty: 11914.757812
	Iteration 21Q: 3 clusters Score -3777490 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -3777582.500000 Penalty: 11914.757812
	Iteration 22Q: 3 clusters Score -3777582 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -3777652.750000 Penalty: 11914.757812
	Iteration 23Q: 3 clusters Score -3777653 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3777725.000000 Penalty: 11914.757812
	Iteration 24Q: 3 clusters Score -3777725 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3777776.750000 Penalty: 11914.757812
	Iteration 25Q: 3 clusters Score -3777777 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3777826.500000 Penalty: 11914.757812
	Iteration 26Q: 3 clusters Score -3777826 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -3777872.000000 Penalty: 11914.757812
	Iteration 27Q: 3 clusters Score -3777872 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -3777898.500000 Penalty: 11914.757812
	Iteration 28Q: 3 clusters Score -3777898 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -3777922.250000 Penalty: 11914.757812
	Iteration 29Q: 3 clusters Score -3777922 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -3777941.250000 Penalty: 11914.757812
	Iteration 30Q: 3 clusters Score -3777941 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -3777961.500000 Penalty: 11914.757812
	Iteration 31Q: 3 clusters Score -3777962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -3777977.750000 Penalty: 11914.757812
	Iteration 32Q: 3 clusters Score -3777978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3777988.750000 Penalty: 11914.757812
	Iteration 33Q: 3 clusters Score -3777989 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3777996.500000 Penalty: 11914.757812
	Iteration 34Q: 3 clusters Score -3777996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3778014.750000 Penalty: 11914.757812
	Iteration 35Q: 3 clusters Score -3778015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -3778023.750000 Penalty: 11914.757812
	Iteration 36Q: 3 clusters Score -3778024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3778021.750000 Penalty: 11914.757812
	Iteration 37Q: 3 clusters Score -3778022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3778025.000000 Penalty: 11914.757812
	Iteration 38Q: 3 clusters Score -3778025 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3778036.500000 Penalty: 11914.757812
	Iteration 39Q: 3 clusters Score -3778036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3778049.750000 Penalty: 11914.757812
	Iteration 40F: 3 clusters Score -3778050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3778063.750000 Penalty: 11914.757812
	Iteration 41Q: 3 clusters Score -3778064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3778072.750000 Penalty: 11914.757812
	Iteration 42Q: 3 clusters Score -3778073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -3778091.000000 Penalty: 11914.757812
	Iteration 43Q: 3 clusters Score -3778091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3778100.000000 Penalty: 11914.757812
	Iteration 44Q: 3 clusters Score -3778100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3778096.250000 Penalty: 11914.757812
	Iteration 45Q: 3 clusters Score -3778096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3778098.250000 Penalty: 11914.757812
	Iteration 46Q: 3 clusters Score -3778098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -3778101.750000 Penalty: 11914.757812
	Iteration 47Q: 3 clusters Score -3778102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3778110.250000 Penalty: 11914.757812
	Iteration 48Q: 3 clusters Score -3778110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3778117.000000 Penalty: 11914.757812
	Iteration 49Q: 3 clusters Score -3778117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3778129.000000 Penalty: 11914.757812
	Iteration 50Q: 3 clusters Score -3778129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3778129.750000 Penalty: 11914.757812
	Iteration 51Q: 3 clusters Score -3778130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3778143.750000 Penalty: 11914.757812
	Iteration 52Q: 3 clusters Score -3778144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3778147.250000 Penalty: 11914.757812
	Iteration 53Q: 3 clusters Score -3778147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3778146.000000 Penalty: 11914.757812
	Iteration 54Q: 3 clusters Score -3778146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3778161.500000 Penalty: 11914.757812
	Iteration 55Q: 3 clusters Score -3778162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3778159.750000 Penalty: 11914.757812
	Iteration 56Q: 3 clusters Score -3778160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3778157.500000 Penalty: 11914.757812
	Iteration 57Q: 3 clusters Score -3778158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3778165.500000 Penalty: 11914.757812
	Iteration 58Q: 3 clusters Score -3778166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -3778158.750000 Penalty: 11914.757812
	Iteration 59Q: 3 clusters Score -3778159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -3778162.000000 Penalty: 11914.757812
	Iteration 60F: 3 clusters Score -3778162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -3778166.250000 Penalty: 11914.757812
	Iteration 61Q: 3 clusters Score -3778166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3778171.500000 Penalty: 11914.757812
	Iteration 62Q: 3 clusters Score -3778172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3778181.250000 Penalty: 11914.757812
	Iteration 63Q: 3 clusters Score -3778181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3778174.250000 Penalty: 11914.757812
	Iteration 64Q: 3 clusters Score -3778174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3778184.250000 Penalty: 11914.757812
	Iteration 65Q: 3 clusters Score -3778184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3778187.500000 Penalty: 11914.757812
	Iteration 66Q: 3 clusters Score -3778188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3778187.250000 Penalty: 11914.757812
	Iteration 67Q: 3 clusters Score -3778187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3778187.500000 Penalty: 11914.757812
	Iteration 68Q: 3 clusters Score -3778188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3778195.250000 Penalty: 11914.757812
	Iteration 69Q: 3 clusters Score -3778195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3778204.500000 Penalty: 11914.757812
	Iteration 70Q: 3 clusters Score -3778204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3778200.250000 Penalty: 11914.757812
	Iteration 71Q: 3 clusters Score -3778200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3778203.250000 Penalty: 11914.757812
	Iteration 72Q: 3 clusters Score -3778203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -3778203.000000 Penalty: 11914.757812
	Iteration 73Q: 3 clusters Score -3778203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3778203.750000 Penalty: 11914.757812
	Iteration 74Q: 3 clusters Score -3778204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3778206.000000 Penalty: 11914.757812
	Iteration 75Q: 3 clusters Score -3778206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3778207.750000 Penalty: 11914.757812
	Iteration 76Q: 3 clusters Score -3778208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3778206.250000 Penalty: 11914.757812
	Iteration 77Q: 3 clusters Score -3778206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3778203.750000 Penalty: 11914.757812
	Iteration 78Q: 3 clusters Score -3778204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3778206.500000 Penalty: 11914.757812
	Iteration 79Q: 3 clusters Score -3778206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3778210.250000 Penalty: 11914.757812
	Iteration 80F: 3 clusters Score -3778210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3778214.750000 Penalty: 11914.757812
	Iteration 81Q: 3 clusters Score -3778215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3778214.500000 Penalty: 11914.757812
	Iteration 82Q: 3 clusters Score -3778214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3778211.500000 Penalty: 11914.757812
	Iteration 83Q: 3 clusters Score -3778212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3778209.500000 Penalty: 11914.757812
	Iteration 84Q: 3 clusters Score -3778210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -3778205.500000 Penalty: 11914.757812
	Iteration 85Q: 3 clusters Score -3778206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3778212.000000 Penalty: 11914.757812
	Iteration 86Q: 3 clusters Score -3778212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3778213.000000 Penalty: 11914.757812
	Iteration 87Q: 3 clusters Score -3778213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -3778218.500000 Penalty: 11914.757812
	Iteration 88Q: 3 clusters Score -3778218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3778219.250000 Penalty: 11914.757812
	Iteration 89Q: 3 clusters Score -3778219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3778217.750000 Penalty: 11914.757812
	Iteration 90Q: 3 clusters Score -3778218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3778216.750000 Penalty: 11914.757812
	Iteration 91Q: 3 clusters Score -3778217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3778215.500000 Penalty: 11914.757812
	Iteration 92Q: 3 clusters Score -3778216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3778215.500000 Penalty: 11914.757812
	Iteration 93Q: 3 clusters Score -3778216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3778214.750000 Penalty: 11914.757812
	Iteration 94Q: 3 clusters Score -3778215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3778214.250000 Penalty: 11914.757812
	Iteration 95Q: 3 clusters Score -3778214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3778217.000000 Penalty: 11914.757812
	Iteration 96Q: 3 clusters Score -3778217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3778219.500000 Penalty: 11914.757812
	Iteration 97Q: 3 clusters Score -3778220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3778219.500000 Penalty: 11914.757812
	Iteration 98F: 3 clusters Score -3778220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -151749.953125 Penalty: 4049.051270
	Iteration 0F: 2 clusters Score -151750 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 358 members 
Entering Unmasked Estep 
Score: -147960.515625 Penalty: 8098.102539
	Iteration 0F: 3 clusters Score -147960.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -148256.453125 Penalty: 8098.102539
	Iteration 1F: 3 clusters Score -148256.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -148384.796875 Penalty: 8098.102539
	Iteration 2Q: 3 clusters Score -148384.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -148546.656250 Penalty: 8098.102539
	Iteration 3Q: 3 clusters Score -148546.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -148851.140625 Penalty: 8098.102539
	Iteration 4Q: 3 clusters Score -148851.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -148894.562500 Penalty: 8098.102539
	Iteration 5Q: 3 clusters Score -148894.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -148934.234375 Penalty: 8098.102539
	Iteration 6Q: 3 clusters Score -148934.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -148966.078125 Penalty: 8098.102539
	Iteration 7Q: 3 clusters Score -148966.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -148990.187500 Penalty: 8098.102539
	Iteration 8Q: 3 clusters Score -148990.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -149002.953125 Penalty: 8098.102539
	Iteration 9Q: 3 clusters Score -149003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -149009.906250 Penalty: 8098.102539
	Iteration 10Q: 3 clusters Score -149009.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -149015.625000 Penalty: 8098.102539
	Iteration 11Q: 3 clusters Score -149015.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -149017.109375 Penalty: 8098.102539
	Iteration 12Q: 3 clusters Score -149017.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -149017.109375 Penalty: 8098.102539
	Iteration 13F: 3 clusters Score -149017.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -99341.804688 Penalty: 4016.896240
	Iteration 0F: 2 clusters Score -99341.8 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 362 members 
Entering Unmasked Estep 
Score: -96148.125000 Penalty: 8033.792480
	Iteration 0F: 3 clusters Score -96148.12 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -97494.687500 Penalty: 8033.792480
	Iteration 1F: 3 clusters Score -97494.69 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -98526.171875 Penalty: 8033.792480
	Iteration 2F: 3 clusters Score -98526.17 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -99829.203125 Penalty: 8033.792480
	Iteration 3F: 3 clusters Score -99829.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -101086.351562 Penalty: 8033.792480
	Iteration 4F: 3 clusters Score -101086.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -101685.492188 Penalty: 8033.792480
	Iteration 5Q: 3 clusters Score -101685.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -101980.781250 Penalty: 8033.792480
	Iteration 6Q: 3 clusters Score -101980.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -102048.023438 Penalty: 8033.792480
	Iteration 7Q: 3 clusters Score -102048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -102058.312500 Penalty: 8033.792480
	Iteration 8Q: 3 clusters Score -102058.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -102061.359375 Penalty: 8033.792480
	Iteration 9Q: 3 clusters Score -102061.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -102064.218750 Penalty: 8033.792480
	Iteration 10F: 3 clusters Score -102064.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -102129.703125 Penalty: 8033.792480
	Iteration 11Q: 3 clusters Score -102129.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -102129.703125 Penalty: 8033.792480
	Iteration 12F: 3 clusters Score -102129.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21466 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39656 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 77357 members 
Mstep: Class 8 contains 21525 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16124 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34626 members 
Mstep: Class 15 contains 16753 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 457 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179950 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 23274 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 1542 members 
Mstep: Class 26 contains 25732 members 
Mstep: Class 27 contains 248 members 
Entering Unmasked Estep 
Score: -138252240.000000 Penalty: 220472.718750
Splitting cluster 17 changes total score from -138247600.000000 to -138252240.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (4811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Entering Unmasked Estep 
Score: -1047576.312500 Penalty: 5193.179688
	Iteration 0F: 2 clusters Score -1047576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1040607.062500 Penalty: 10386.359375
	Iteration 0F: 3 clusters Score -1040607 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1041751.000000 Penalty: 10386.359375
	Iteration 1F: 3 clusters Score -1041751 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1042140.562500 Penalty: 10386.359375
	Iteration 2F: 3 clusters Score -1042141 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1042371.750000 Penalty: 10386.359375
	Iteration 3Q: 3 clusters Score -1042372 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1042556.187500 Penalty: 10386.359375
	Iteration 4Q: 3 clusters Score -1042556 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1042715.312500 Penalty: 10386.359375
	Iteration 5Q: 3 clusters Score -1042715 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1042871.687500 Penalty: 10386.359375
	Iteration 6Q: 3 clusters Score -1042872 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1043056.125000 Penalty: 10386.359375
	Iteration 7Q: 3 clusters Score -1043056 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1043238.125000 Penalty: 10386.359375
	Iteration 8Q: 3 clusters Score -1043238 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1043465.750000 Penalty: 10386.359375
	Iteration 9Q: 3 clusters Score -1043466 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1043747.437500 Penalty: 10386.359375
	Iteration 10Q: 3 clusters Score -1043747 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1044087.875000 Penalty: 10386.359375
	Iteration 11Q: 3 clusters Score -1044088 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1044466.312500 Penalty: 10386.359375
	Iteration 12Q: 3 clusters Score -1044466 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1044787.375000 Penalty: 10386.359375
	Iteration 13Q: 3 clusters Score -1044787 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1045053.187500 Penalty: 10386.359375
	Iteration 14Q: 3 clusters Score -1045053 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1045295.250000 Penalty: 10386.359375
	Iteration 15Q: 3 clusters Score -1045295 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1045490.937500 Penalty: 10386.359375
	Iteration 16Q: 3 clusters Score -1045491 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1045630.250000 Penalty: 10386.359375
	Iteration 17Q: 3 clusters Score -1045630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1045706.062500 Penalty: 10386.359375
	Iteration 18Q: 3 clusters Score -1045706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1045758.812500 Penalty: 10386.359375
	Iteration 19Q: 3 clusters Score -1045759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1045781.687500 Penalty: 10386.359375
	Iteration 20F: 3 clusters Score -1045782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1045790.500000 Penalty: 10386.359375
	Iteration 21Q: 3 clusters Score -1045790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1045800.500000 Penalty: 10386.359375
	Iteration 22Q: 3 clusters Score -1045800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1045803.187500 Penalty: 10386.359375
	Iteration 23Q: 3 clusters Score -1045803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1045805.937500 Penalty: 10386.359375
	Iteration 24Q: 3 clusters Score -1045806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1045808.312500 Penalty: 10386.359375
	Iteration 25Q: 3 clusters Score -1045808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1045809.187500 Penalty: 10386.359375
	Iteration 26Q: 3 clusters Score -1045809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1045809.187500 Penalty: 10386.359375
	Iteration 27F: 3 clusters Score -1045809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -216241.890625 Penalty: 4300.960449
	Iteration 0F: 2 clusters Score -216241.9 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 568 members 
Entering Unmasked Estep 
Score: -212105.375000 Penalty: 8601.920898
	Iteration 0F: 3 clusters Score -212105.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -212756.109375 Penalty: 8601.920898
	Iteration 1F: 3 clusters Score -212756.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -213407.078125 Penalty: 8601.920898
	Iteration 2F: 3 clusters Score -213407.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -213861.921875 Penalty: 8601.920898
	Iteration 3Q: 3 clusters Score -213861.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -214241.906250 Penalty: 8601.920898
	Iteration 4Q: 3 clusters Score -214241.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -214526.000000 Penalty: 8601.920898
	Iteration 5Q: 3 clusters Score -214526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -214763.203125 Penalty: 8601.920898
	Iteration 6Q: 3 clusters Score -214763.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -214854.406250 Penalty: 8601.920898
	Iteration 7Q: 3 clusters Score -214854.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -214908.859375 Penalty: 8601.920898
	Iteration 8Q: 3 clusters Score -214908.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -214951.015625 Penalty: 8601.920898
	Iteration 9Q: 3 clusters Score -214951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -214986.875000 Penalty: 8601.920898
	Iteration 10Q: 3 clusters Score -214986.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -215019.000000 Penalty: 8601.920898
	Iteration 11Q: 3 clusters Score -215019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -215036.578125 Penalty: 8601.920898
	Iteration 12Q: 3 clusters Score -215036.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -215057.578125 Penalty: 8601.920898
	Iteration 13Q: 3 clusters Score -215057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -215072.968750 Penalty: 8601.920898
	Iteration 14Q: 3 clusters Score -215073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -215099.328125 Penalty: 8601.920898
	Iteration 15Q: 3 clusters Score -215099.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -215114.640625 Penalty: 8601.920898
	Iteration 16Q: 3 clusters Score -215114.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -215130.859375 Penalty: 8601.920898
	Iteration 17Q: 3 clusters Score -215130.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -215152.296875 Penalty: 8601.920898
	Iteration 18Q: 3 clusters Score -215152.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -215176.234375 Penalty: 8601.920898
	Iteration 19Q: 3 clusters Score -215176.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -215222.968750 Penalty: 8601.920898
	Iteration 20F: 3 clusters Score -215223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -215317.453125 Penalty: 8601.920898
	Iteration 21Q: 3 clusters Score -215317.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -215474.171875 Penalty: 8601.920898
	Iteration 22Q: 3 clusters Score -215474.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -215781.593750 Penalty: 8601.920898
	Iteration 23Q: 3 clusters Score -215781.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -215823.437500 Penalty: 8601.920898
	Iteration 24Q: 3 clusters Score -215823.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -215828.453125 Penalty: 8601.920898
	Iteration 25Q: 3 clusters Score -215828.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -215830.593750 Penalty: 8601.920898
	Iteration 26Q: 3 clusters Score -215830.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -215830.593750 Penalty: 8601.920898
	Iteration 27F: 3 clusters Score -215830.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Entering Unmasked Estep 
Score: -1701538.750000 Penalty: 5486.396484
	Iteration 0F: 2 clusters Score -1701539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1692762.625000 Penalty: 10972.792969
	Iteration 0F: 3 clusters Score -1692763 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1694431.625000 Penalty: 10972.792969
	Iteration 1F: 3 clusters Score -1694432 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1694896.250000 Penalty: 10972.792969
	Iteration 2F: 3 clusters Score -1694896 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1695240.500000 Penalty: 10972.792969
	Iteration 3F: 3 clusters Score -1695240 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1695460.875000 Penalty: 10972.792969
	Iteration 4Q: 3 clusters Score -1695461 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1695638.875000 Penalty: 10972.792969
	Iteration 5Q: 3 clusters Score -1695639 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1695793.500000 Penalty: 10972.792969
	Iteration 6Q: 3 clusters Score -1695794 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1695915.250000 Penalty: 10972.792969
	Iteration 7Q: 3 clusters Score -1695915 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1696030.125000 Penalty: 10972.792969
	Iteration 8Q: 3 clusters Score -1696030 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1696141.625000 Penalty: 10972.792969
	Iteration 9Q: 3 clusters Score -1696142 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1696245.375000 Penalty: 10972.792969
	Iteration 10Q: 3 clusters Score -1696245 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1696363.375000 Penalty: 10972.792969
	Iteration 11Q: 3 clusters Score -1696363 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1696458.625000 Penalty: 10972.792969
	Iteration 12Q: 3 clusters Score -1696459 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1696539.500000 Penalty: 10972.792969
	Iteration 13Q: 3 clusters Score -1696540 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1696627.625000 Penalty: 10972.792969
	Iteration 14Q: 3 clusters Score -1696628 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1696723.750000 Penalty: 10972.792969
	Iteration 15Q: 3 clusters Score -1696724 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1696822.500000 Penalty: 10972.792969
	Iteration 16Q: 3 clusters Score -1696822 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1696943.500000 Penalty: 10972.792969
	Iteration 17Q: 3 clusters Score -1696944 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1697072.125000 Penalty: 10972.792969
	Iteration 18Q: 3 clusters Score -1697072 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1697182.750000 Penalty: 10972.792969
	Iteration 19Q: 3 clusters Score -1697183 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1697275.625000 Penalty: 10972.792969
	Iteration 20F: 3 clusters Score -1697276 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1697391.375000 Penalty: 10972.792969
	Iteration 21Q: 3 clusters Score -1697391 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1697484.375000 Penalty: 10972.792969
	Iteration 22Q: 3 clusters Score -1697484 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1697573.000000 Penalty: 10972.792969
	Iteration 23Q: 3 clusters Score -1697573 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1697647.500000 Penalty: 10972.792969
	Iteration 24Q: 3 clusters Score -1697648 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1697711.250000 Penalty: 10972.792969
	Iteration 25Q: 3 clusters Score -1697711 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1697779.625000 Penalty: 10972.792969
	Iteration 26Q: 3 clusters Score -1697780 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1697813.875000 Penalty: 10972.792969
	Iteration 27Q: 3 clusters Score -1697814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1697852.125000 Penalty: 10972.792969
	Iteration 28Q: 3 clusters Score -1697852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1697869.875000 Penalty: 10972.792969
	Iteration 29Q: 3 clusters Score -1697870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1697883.000000 Penalty: 10972.792969
	Iteration 30Q: 3 clusters Score -1697883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1697893.625000 Penalty: 10972.792969
	Iteration 31Q: 3 clusters Score -1697894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1697905.250000 Penalty: 10972.792969
	Iteration 32Q: 3 clusters Score -1697905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1697908.125000 Penalty: 10972.792969
	Iteration 33Q: 3 clusters Score -1697908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1697915.500000 Penalty: 10972.792969
	Iteration 34Q: 3 clusters Score -1697916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1697912.250000 Penalty: 10972.792969
	Iteration 35Q: 3 clusters Score -1697912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1697923.000000 Penalty: 10972.792969
	Iteration 36Q: 3 clusters Score -1697923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1697922.250000 Penalty: 10972.792969
	Iteration 37Q: 3 clusters Score -1697922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1697924.625000 Penalty: 10972.792969
	Iteration 38Q: 3 clusters Score -1697925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1697926.250000 Penalty: 10972.792969
	Iteration 39Q: 3 clusters Score -1697926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1697930.000000 Penalty: 10972.792969
	Iteration 40F: 3 clusters Score -1697930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1697933.750000 Penalty: 10972.792969
	Iteration 41Q: 3 clusters Score -1697934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1697932.000000 Penalty: 10972.792969
	Iteration 42Q: 3 clusters Score -1697932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1697933.250000 Penalty: 10972.792969
	Iteration 43Q: 3 clusters Score -1697933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1697932.250000 Penalty: 10972.792969
	Iteration 44Q: 3 clusters Score -1697932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1697935.125000 Penalty: 10972.792969
	Iteration 45Q: 3 clusters Score -1697935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1697935.875000 Penalty: 10972.792969
	Iteration 46Q: 3 clusters Score -1697936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1697935.000000 Penalty: 10972.792969
	Iteration 47Q: 3 clusters Score -1697935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1697935.000000 Penalty: 10972.792969
	Iteration 48F: 3 clusters Score -1697935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (179950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179950 members 
Entering Unmasked Estep 
Score: -40717612.000000 Penalty: 7411.516113
	Iteration 0F: 2 clusters Score -4.071761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89500 members 
Mstep: Class 2 contains 90450 members 
Entering Unmasked Estep 
Score: -40596164.000000 Penalty: 14823.032227
	Iteration 0F: 3 clusters Score -4.059616e+07 nChanged 83960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85100 members 
Mstep: Class 2 contains 94850 members 
Entering Unmasked Estep 
Score: -40643880.000000 Penalty: 14823.032227
	Iteration 1F: 3 clusters Score -4.064388e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 97456 members 
Entering Unmasked Estep 
Score: -40645792.000000 Penalty: 14823.032227
	Iteration 2Q: 3 clusters Score -4.064579e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78592 members 
Mstep: Class 2 contains 101358 members 
Entering Unmasked Estep 
Score: -40647804.000000 Penalty: 14823.032227
	Iteration 3Q: 3 clusters Score -4.06478e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72775 members 
Mstep: Class 2 contains 107175 members 
Entering Unmasked Estep 
Score: -40650852.000000 Penalty: 14823.032227
	Iteration 4Q: 3 clusters Score -4.065085e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 115546 members 
Entering Unmasked Estep 
Score: -40655516.000000 Penalty: 14823.032227
	Iteration 5F: 3 clusters Score -4.065552e+07 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 126951 members 
Entering Unmasked Estep 
Score: -40663144.000000 Penalty: 14823.032227
	Iteration 6F: 3 clusters Score -4.066314e+07 nChanged 14268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 141085 members 
Entering Unmasked Estep 
Score: -40674592.000000 Penalty: 14823.032227
	Iteration 7F: 3 clusters Score -4.067459e+07 nChanged 14807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 155844 members 
Entering Unmasked Estep 
Score: -40688596.000000 Penalty: 14823.032227
	Iteration 8F: 3 clusters Score -4.06886e+07 nChanged 11589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 167397 members 
Entering Unmasked Estep 
Score: -40699768.000000 Penalty: 14823.032227
	Iteration 9F: 3 clusters Score -4.069977e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 173996 members 
Entering Unmasked Estep 
Score: -40706112.000000 Penalty: 14823.032227
	Iteration 10Q: 3 clusters Score -4.070611e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 176876 members 
Entering Unmasked Estep 
Score: -40708776.000000 Penalty: 14823.032227
	Iteration 11Q: 3 clusters Score -4.070878e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 178086 members 
Entering Unmasked Estep 
Score: -40709944.000000 Penalty: 14823.032227
	Iteration 12Q: 3 clusters Score -4.070994e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 178590 members 
Entering Unmasked Estep 
Score: -40710480.000000 Penalty: 14823.032227
	Iteration 13Q: 3 clusters Score -4.071048e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 178804 members 
Entering Unmasked Estep 
Score: -40710704.000000 Penalty: 14823.032227
	Iteration 14Q: 3 clusters Score -4.07107e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 178915 members 
Entering Unmasked Estep 
Score: -40710876.000000 Penalty: 14823.032227
	Iteration 15Q: 3 clusters Score -4.071088e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 178980 members 
Entering Unmasked Estep 
Score: -40710872.000000 Penalty: 14823.032227
	Iteration 16Q: 3 clusters Score -4.071087e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 179026 members 
Entering Unmasked Estep 
Score: -40710964.000000 Penalty: 14823.032227
	Iteration 17Q: 3 clusters Score -4.071096e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 179052 members 
Entering Unmasked Estep 
Score: -40710988.000000 Penalty: 14823.032227
	Iteration 18Q: 3 clusters Score -4.071099e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 179074 members 
Entering Unmasked Estep 
Score: -40711008.000000 Penalty: 14823.032227
	Iteration 19Q: 3 clusters Score -4.071101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 179085 members 
Entering Unmasked Estep 
Score: -40711028.000000 Penalty: 14823.032227
	Iteration 20F: 3 clusters Score -4.071103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 179093 members 
Entering Unmasked Estep 
Score: -40711000.000000 Penalty: 14823.032227
	Iteration 21Q: 3 clusters Score -4.0711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 179101 members 
Entering Unmasked Estep 
Score: -40711056.000000 Penalty: 14823.032227
	Iteration 22Q: 3 clusters Score -4.071106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 179108 members 
Entering Unmasked Estep 
Score: -40711056.000000 Penalty: 14823.032227
	Iteration 23Q: 3 clusters Score -4.071106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 179115 members 
Entering Unmasked Estep 
Score: -40711068.000000 Penalty: 14823.032227
	Iteration 24Q: 3 clusters Score -4.071107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 179123 members 
Entering Unmasked Estep 
Score: -40711080.000000 Penalty: 14823.032227
	Iteration 25Q: 3 clusters Score -4.071108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 179131 members 
Entering Unmasked Estep 
Score: -40711056.000000 Penalty: 14823.032227
	Iteration 26Q: 3 clusters Score -4.071106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 179135 members 
Entering Unmasked Estep 
Score: -40711076.000000 Penalty: 14823.032227
	Iteration 27Q: 3 clusters Score -4.071108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 179138 members 
Entering Unmasked Estep 
Score: -40711072.000000 Penalty: 14823.032227
	Iteration 28Q: 3 clusters Score -4.071107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 179142 members 
Entering Unmasked Estep 
Score: -40711068.000000 Penalty: 14823.032227
	Iteration 29Q: 3 clusters Score -4.071107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 179142 members 
Entering Unmasked Estep 
Score: -40711072.000000 Penalty: 14823.032227
	Iteration 30Q: 3 clusters Score -4.071107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 179140 members 
Entering Unmasked Estep 
Score: -40711076.000000 Penalty: 14823.032227
	Iteration 31Q: 3 clusters Score -4.071108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 179140 members 
Entering Unmasked Estep 
Score: -40711084.000000 Penalty: 14823.032227
	Iteration 32Q: 3 clusters Score -4.071108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 179140 members 
Entering Unmasked Estep 
Score: -40711084.000000 Penalty: 14823.032227
	Iteration 33F: 3 clusters Score -4.071108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Entering Unmasked Estep 
Score: -2657963.000000 Penalty: 5765.034180
	Iteration 0F: 2 clusters Score -2657963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2646331.250000 Penalty: 11530.068359
	Iteration 0F: 3 clusters Score -2646331 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2649082.000000 Penalty: 11530.068359
	Iteration 1F: 3 clusters Score -2649082 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2649779.750000 Penalty: 11530.068359
	Iteration 2F: 3 clusters Score -2649780 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2650282.250000 Penalty: 11530.068359
	Iteration 3F: 3 clusters Score -2650282 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2650720.500000 Penalty: 11530.068359
	Iteration 4Q: 3 clusters Score -2650720 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2651138.250000 Penalty: 11530.068359
	Iteration 5Q: 3 clusters Score -2651138 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2651506.250000 Penalty: 11530.068359
	Iteration 6Q: 3 clusters Score -2651506 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2651853.250000 Penalty: 11530.068359
	Iteration 7Q: 3 clusters Score -2651853 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2652172.000000 Penalty: 11530.068359
	Iteration 8Q: 3 clusters Score -2652172 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2652411.500000 Penalty: 11530.068359
	Iteration 9Q: 3 clusters Score -2652412 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2652591.250000 Penalty: 11530.068359
	Iteration 10Q: 3 clusters Score -2652591 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2652742.750000 Penalty: 11530.068359
	Iteration 11Q: 3 clusters Score -2652743 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2652836.000000 Penalty: 11530.068359
	Iteration 12Q: 3 clusters Score -2652836 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2652921.500000 Penalty: 11530.068359
	Iteration 13Q: 3 clusters Score -2652922 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2652981.500000 Penalty: 11530.068359
	Iteration 14Q: 3 clusters Score -2652982 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2653031.500000 Penalty: 11530.068359
	Iteration 15Q: 3 clusters Score -2653032 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2653076.250000 Penalty: 11530.068359
	Iteration 16Q: 3 clusters Score -2653076 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2653099.000000 Penalty: 11530.068359
	Iteration 17Q: 3 clusters Score -2653099 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2653123.250000 Penalty: 11530.068359
	Iteration 18Q: 3 clusters Score -2653123 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2653139.000000 Penalty: 11530.068359
	Iteration 19Q: 3 clusters Score -2653139 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2653158.750000 Penalty: 11530.068359
	Iteration 20F: 3 clusters Score -2653159 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2653181.750000 Penalty: 11530.068359
	Iteration 21Q: 3 clusters Score -2653182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2653201.750000 Penalty: 11530.068359
	Iteration 22Q: 3 clusters Score -2653202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2653206.500000 Penalty: 11530.068359
	Iteration 23Q: 3 clusters Score -2653206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2653221.250000 Penalty: 11530.068359
	Iteration 24Q: 3 clusters Score -2653221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2653234.750000 Penalty: 11530.068359
	Iteration 25Q: 3 clusters Score -2653235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2653240.500000 Penalty: 11530.068359
	Iteration 26Q: 3 clusters Score -2653240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2653257.500000 Penalty: 11530.068359
	Iteration 27Q: 3 clusters Score -2653258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2653267.750000 Penalty: 11530.068359
	Iteration 28Q: 3 clusters Score -2653268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2653275.750000 Penalty: 11530.068359
	Iteration 29Q: 3 clusters Score -2653276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2653275.250000 Penalty: 11530.068359
	Iteration 30Q: 3 clusters Score -2653275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2653286.750000 Penalty: 11530.068359
	Iteration 31Q: 3 clusters Score -2653287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2653287.500000 Penalty: 11530.068359
	Iteration 32Q: 3 clusters Score -2653288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2653288.500000 Penalty: 11530.068359
	Iteration 33Q: 3 clusters Score -2653288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2653288.250000 Penalty: 11530.068359
	Iteration 34Q: 3 clusters Score -2653288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2653303.000000 Penalty: 11530.068359
	Iteration 35Q: 3 clusters Score -2653303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2653304.500000 Penalty: 11530.068359
	Iteration 36Q: 3 clusters Score -2653304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2653311.750000 Penalty: 11530.068359
	Iteration 37Q: 3 clusters Score -2653312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2653320.000000 Penalty: 11530.068359
	Iteration 38Q: 3 clusters Score -2653320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2653320.250000 Penalty: 11530.068359
	Iteration 39Q: 3 clusters Score -2653320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2653325.750000 Penalty: 11530.068359
	Iteration 40F: 3 clusters Score -2653326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2653329.000000 Penalty: 11530.068359
	Iteration 41Q: 3 clusters Score -2653329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2653329.000000 Penalty: 11530.068359
	Iteration 42Q: 3 clusters Score -2653329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2653334.250000 Penalty: 11530.068359
	Iteration 43Q: 3 clusters Score -2653334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2653344.250000 Penalty: 11530.068359
	Iteration 44Q: 3 clusters Score -2653344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2653357.750000 Penalty: 11530.068359
	Iteration 45Q: 3 clusters Score -2653358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2653357.250000 Penalty: 11530.068359
	Iteration 46Q: 3 clusters Score -2653357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2653367.500000 Penalty: 11530.068359
	Iteration 47Q: 3 clusters Score -2653368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2653369.500000 Penalty: 11530.068359
	Iteration 48Q: 3 clusters Score -2653370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2653372.000000 Penalty: 11530.068359
	Iteration 49Q: 3 clusters Score -2653372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2653374.750000 Penalty: 11530.068359
	Iteration 50Q: 3 clusters Score -2653375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2653373.500000 Penalty: 11530.068359
	Iteration 51Q: 3 clusters Score -2653374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2653369.500000 Penalty: 11530.068359
	Iteration 52Q: 3 clusters Score -2653370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2653370.500000 Penalty: 11530.068359
	Iteration 53Q: 3 clusters Score -2653370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2653370.750000 Penalty: 11530.068359
	Iteration 54Q: 3 clusters Score -2653371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2653370.500000 Penalty: 11530.068359
	Iteration 55Q: 3 clusters Score -2653370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2653375.250000 Penalty: 11530.068359
	Iteration 56Q: 3 clusters Score -2653375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2653373.500000 Penalty: 11530.068359
	Iteration 57Q: 3 clusters Score -2653374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2653376.250000 Penalty: 11530.068359
	Iteration 58Q: 3 clusters Score -2653376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2653381.750000 Penalty: 11530.068359
	Iteration 59Q: 3 clusters Score -2653382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2653384.500000 Penalty: 11530.068359
	Iteration 60F: 3 clusters Score -2653384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2653383.750000 Penalty: 11530.068359
	Iteration 61Q: 3 clusters Score -2653384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2653384.000000 Penalty: 11530.068359
	Iteration 62Q: 3 clusters Score -2653384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2653382.250000 Penalty: 11530.068359
	Iteration 63Q: 3 clusters Score -2653382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2653384.500000 Penalty: 11530.068359
	Iteration 64Q: 3 clusters Score -2653384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2653384.500000 Penalty: 11530.068359
	Iteration 65F: 3 clusters Score -2653384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Entering Unmasked Estep 
Score: -5306121.000000 Penalty: 6158.743652
	Iteration 0F: 2 clusters Score -5306121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -5287518.500000 Penalty: 12317.487305
	Iteration 0F: 3 clusters Score -5287518 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -5292524.500000 Penalty: 12317.487305
	Iteration 1F: 3 clusters Score -5292524 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -5293252.000000 Penalty: 12317.487305
	Iteration 2F: 3 clusters Score -5293252 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -5293833.500000 Penalty: 12317.487305
	Iteration 3F: 3 clusters Score -5293834 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -5294384.000000 Penalty: 12317.487305
	Iteration 4Q: 3 clusters Score -5294384 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -5294986.000000 Penalty: 12317.487305
	Iteration 5Q: 3 clusters Score -5294986 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -5295704.000000 Penalty: 12317.487305
	Iteration 6Q: 3 clusters Score -5295704 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -5296554.500000 Penalty: 12317.487305
	Iteration 7Q: 3 clusters Score -5296554 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -5297563.500000 Penalty: 12317.487305
	Iteration 8F: 3 clusters Score -5297564 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -5298570.500000 Penalty: 12317.487305
	Iteration 9F: 3 clusters Score -5298570 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -5299623.500000 Penalty: 12317.487305
	Iteration 10F: 3 clusters Score -5299624 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -5300556.500000 Penalty: 12317.487305
	Iteration 11F: 3 clusters Score -5300556 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -5301267.500000 Penalty: 12317.487305
	Iteration 12Q: 3 clusters Score -5301268 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -5301768.000000 Penalty: 12317.487305
	Iteration 13Q: 3 clusters Score -5301768 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -5302139.500000 Penalty: 12317.487305
	Iteration 14Q: 3 clusters Score -5302140 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -5302409.500000 Penalty: 12317.487305
	Iteration 15Q: 3 clusters Score -5302410 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -5302607.000000 Penalty: 12317.487305
	Iteration 16Q: 3 clusters Score -5302607 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -5302761.500000 Penalty: 12317.487305
	Iteration 17Q: 3 clusters Score -5302762 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -5302898.500000 Penalty: 12317.487305
	Iteration 18Q: 3 clusters Score -5302898 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -5303014.500000 Penalty: 12317.487305
	Iteration 19Q: 3 clusters Score -5303014 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -5303140.000000 Penalty: 12317.487305
	Iteration 20F: 3 clusters Score -5303140 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -5303211.000000 Penalty: 12317.487305
	Iteration 21Q: 3 clusters Score -5303211 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -5303293.000000 Penalty: 12317.487305
	Iteration 22Q: 3 clusters Score -5303293 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -5303335.000000 Penalty: 12317.487305
	Iteration 23Q: 3 clusters Score -5303335 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -5303397.500000 Penalty: 12317.487305
	Iteration 24Q: 3 clusters Score -5303398 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -5303434.000000 Penalty: 12317.487305
	Iteration 25Q: 3 clusters Score -5303434 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -5303456.500000 Penalty: 12317.487305
	Iteration 26Q: 3 clusters Score -5303456 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -5303488.000000 Penalty: 12317.487305
	Iteration 27Q: 3 clusters Score -5303488 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -5303528.000000 Penalty: 12317.487305
	Iteration 28Q: 3 clusters Score -5303528 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -5303540.500000 Penalty: 12317.487305
	Iteration 29Q: 3 clusters Score -5303540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -5303565.000000 Penalty: 12317.487305
	Iteration 30Q: 3 clusters Score -5303565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -5303565.500000 Penalty: 12317.487305
	Iteration 31Q: 3 clusters Score -5303566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -5303586.000000 Penalty: 12317.487305
	Iteration 32Q: 3 clusters Score -5303586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -5303589.000000 Penalty: 12317.487305
	Iteration 33Q: 3 clusters Score -5303589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -5303610.000000 Penalty: 12317.487305
	Iteration 34Q: 3 clusters Score -5303610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -5303610.000000 Penalty: 12317.487305
	Iteration 35Q: 3 clusters Score -5303610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -5303612.500000 Penalty: 12317.487305
	Iteration 36Q: 3 clusters Score -5303612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -5303611.000000 Penalty: 12317.487305
	Iteration 37Q: 3 clusters Score -5303611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -5303610.500000 Penalty: 12317.487305
	Iteration 38Q: 3 clusters Score -5303610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -5303607.500000 Penalty: 12317.487305
	Iteration 39Q: 3 clusters Score -5303608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -5303613.000000 Penalty: 12317.487305
	Iteration 40F: 3 clusters Score -5303613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -5303612.500000 Penalty: 12317.487305
	Iteration 41Q: 3 clusters Score -5303612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -5303611.500000 Penalty: 12317.487305
	Iteration 42Q: 3 clusters Score -5303612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -5303605.000000 Penalty: 12317.487305
	Iteration 43Q: 3 clusters Score -5303605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -5303613.000000 Penalty: 12317.487305
	Iteration 44Q: 3 clusters Score -5303613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -5303607.500000 Penalty: 12317.487305
	Iteration 45Q: 3 clusters Score -5303608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -5303614.500000 Penalty: 12317.487305
	Iteration 46Q: 3 clusters Score -5303614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -5303612.500000 Penalty: 12317.487305
	Iteration 47Q: 3 clusters Score -5303612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -5303601.000000 Penalty: 12317.487305
	Iteration 48Q: 3 clusters Score -5303601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -5303611.000000 Penalty: 12317.487305
	Iteration 49Q: 3 clusters Score -5303611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -5303613.000000 Penalty: 12317.487305
	Iteration 50Q: 3 clusters Score -5303613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -5303615.500000 Penalty: 12317.487305
	Iteration 51Q: 3 clusters Score -5303616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -5303613.500000 Penalty: 12317.487305
	Iteration 52Q: 3 clusters Score -5303614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -5303620.500000 Penalty: 12317.487305
	Iteration 53Q: 3 clusters Score -5303620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -5303622.500000 Penalty: 12317.487305
	Iteration 54Q: 3 clusters Score -5303622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -5303616.000000 Penalty: 12317.487305
	Iteration 55Q: 3 clusters Score -5303616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -5303622.500000 Penalty: 12317.487305
	Iteration 56Q: 3 clusters Score -5303622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -5303617.500000 Penalty: 12317.487305
	Iteration 57Q: 3 clusters Score -5303618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -5303626.500000 Penalty: 12317.487305
	Iteration 58Q: 3 clusters Score -5303626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -5303627.500000 Penalty: 12317.487305
	Iteration 59Q: 3 clusters Score -5303628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -5303633.000000 Penalty: 12317.487305
	Iteration 60F: 3 clusters Score -5303633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -5303635.500000 Penalty: 12317.487305
	Iteration 61Q: 3 clusters Score -5303636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -5303637.000000 Penalty: 12317.487305
	Iteration 62Q: 3 clusters Score -5303637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -5303631.000000 Penalty: 12317.487305
	Iteration 63Q: 3 clusters Score -5303631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -5303640.000000 Penalty: 12317.487305
	Iteration 64Q: 3 clusters Score -5303640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -5303633.500000 Penalty: 12317.487305
	Iteration 65Q: 3 clusters Score -5303634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -5303635.500000 Penalty: 12317.487305
	Iteration 66Q: 3 clusters Score -5303636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -5303639.000000 Penalty: 12317.487305
	Iteration 67Q: 3 clusters Score -5303639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -5303647.500000 Penalty: 12317.487305
	Iteration 68Q: 3 clusters Score -5303648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -5303643.500000 Penalty: 12317.487305
	Iteration 69Q: 3 clusters Score -5303644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -5303643.500000 Penalty: 12317.487305
	Iteration 70F: 3 clusters Score -5303644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -53031.148438 Penalty: 3591.474121
	Iteration 0F: 2 clusters Score -53031.15 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 166 members 
Entering Unmasked Estep 
Score: -50431.937500 Penalty: 7182.948242
	Iteration 0F: 3 clusters Score -50431.94 nChanged 42
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: -50724.281250 Penalty: 7182.948242
	Iteration 1F: 3 clusters Score -50724.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50854.585938 Penalty: 7182.948242
	Iteration 2F: 3 clusters Score -50854.59 nChanged 7
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: -50891.460938 Penalty: 7182.948242
	Iteration 3Q: 3 clusters Score -50891.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -50922.535156 Penalty: 7182.948242
	Iteration 4Q: 3 clusters Score -50922.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50964.777344 Penalty: 7182.948242
	Iteration 5Q: 3 clusters Score -50964.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -50997.195312 Penalty: 7182.948242
	Iteration 6Q: 3 clusters Score -50997.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -51015.886719 Penalty: 7182.948242
	Iteration 7Q: 3 clusters Score -51015.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -51042.671875 Penalty: 7182.948242
	Iteration 8Q: 3 clusters Score -51042.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -51042.671875 Penalty: 7182.948242
	Iteration 9F: 3 clusters Score -51042.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Entering Unmasked Estep 
Score: -303730.468750 Penalty: 4496.261719
	Iteration 0F: 2 clusters Score -303730.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -299190.218750 Penalty: 8992.523438
	Iteration 0F: 3 clusters Score -299190.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -300066.250000 Penalty: 8992.523438
	Iteration 1F: 3 clusters Score -300066.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -300497.625000 Penalty: 8992.523438
	Iteration 2F: 3 clusters Score -300497.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -300743.937500 Penalty: 8992.523438
	Iteration 3F: 3 clusters Score -300743.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -301000.906250 Penalty: 8992.523438
	Iteration 4Q: 3 clusters Score -301000.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -301254.281250 Penalty: 8992.523438
	Iteration 5Q: 3 clusters Score -301254.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -301562.468750 Penalty: 8992.523438
	Iteration 6Q: 3 clusters Score -301562.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -302001.437500 Penalty: 8992.523438
	Iteration 7Q: 3 clusters Score -302001.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -302588.812500 Penalty: 8992.523438
	Iteration 8Q: 3 clusters Score -302588.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -303891.812500 Penalty: 8992.523438
	Iteration 9F: 3 clusters Score -303891.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -304968.968750 Penalty: 8992.523438
	Iteration 10F: 3 clusters Score -304969 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -306056.906250 Penalty: 8992.523438
	Iteration 11Q: 3 clusters Score -306056.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -307362.968750 Penalty: 8992.523438
	Iteration 12Q: 3 clusters Score -307363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -308254.625000 Penalty: 8992.523438
	Iteration 13Q: 3 clusters Score -308254.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -308555.843750 Penalty: 8992.523438
	Iteration 14Q: 3 clusters Score -308555.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -309248.593750 Penalty: 8992.523438
	Iteration 15Q: 3 clusters Score -309248.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -309820.531250 Penalty: 8992.523438
	Iteration 16Q: 3 clusters Score -309820.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -309882.187500 Penalty: 8992.523438
	Iteration 17Q: 3 clusters Score -309882.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -309900.437500 Penalty: 8992.523438
	Iteration 18Q: 3 clusters Score -309900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -309912.750000 Penalty: 8992.523438
	Iteration 19Q: 3 clusters Score -309912.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -309952.812500 Penalty: 8992.523438
	Iteration 20F: 3 clusters Score -309952.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -310042.156250 Penalty: 8992.523438
	Iteration 21Q: 3 clusters Score -310042.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -310069.937500 Penalty: 8992.523438
	Iteration 22Q: 3 clusters Score -310069.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -310074.031250 Penalty: 8992.523438
	Iteration 23F: 3 clusters Score -310074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -310106.093750 Penalty: 8992.523438
	Iteration 24Q: 3 clusters Score -310106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -310156.656250 Penalty: 8992.523438
	Iteration 25Q: 3 clusters Score -310156.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -310258.843750 Penalty: 8992.523438
	Iteration 26Q: 3 clusters Score -310258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -310418.187500 Penalty: 8992.523438
	Iteration 27Q: 3 clusters Score -310418.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -312000.437500 Penalty: 8992.523438
	Iteration 28Q: 3 clusters Score -312000.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -312000.437500 Penalty: 8992.523438
	Iteration 29F: 3 clusters Score -312000.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21466 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39656 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 77357 members 
Mstep: Class 8 contains 21525 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16124 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34626 members 
Mstep: Class 15 contains 16753 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 457 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179950 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 23274 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 940 members 
Mstep: Class 26 contains 25732 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 602 members 
Entering Unmasked Estep 
Score: -138256880.000000 Penalty: 228638.375000
Splitting cluster 25 changes total score from -138247600.000000 to -138256880.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21466 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 39656 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 77357 members 
Mstep: Class 8 contains 21525 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 16124 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34626 members 
Mstep: Class 15 contains 16753 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 457 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 179950 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 23274 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259280.000000 Penalty: 228638.375000
Iteration 119Q: 29 clusters Score -1.382593e+08 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 20980 members 
Mstep: Class 3 contains 36804 members 
Mstep: Class 4 contains 39588 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 11043 members 
Mstep: Class 7 contains 80985 members 
Mstep: Class 8 contains 21346 members 
Mstep: Class 9 contains 11076 members 
Mstep: Class 10 contains 3169 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 15061 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34626 members 
Mstep: Class 15 contains 16712 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 1115 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 178758 members 
Mstep: Class 22 contains 12304 members 
Mstep: Class 23 contains 23265 members 
Mstep: Class 24 contains 350 members 
Mstep: Class 25 contains 946 members 
Mstep: Class 26 contains 25418 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138262160.000000 Penalty: 228638.375000
Iteration 120F: 29 clusters Score -1.382622e+08 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 20618 members 
Mstep: Class 3 contains 36812 members 
Mstep: Class 4 contains 39549 members 
Mstep: Class 5 contains 50613 members 
Mstep: Class 6 contains 10922 members 
Mstep: Class 7 contains 83285 members 
Mstep: Class 8 contains 21216 members 
Mstep: Class 9 contains 11053 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 14218 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34561 members 
Mstep: Class 15 contains 16716 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 4770 members 
Mstep: Class 19 contains 1064 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 177978 members 
Mstep: Class 22 contains 12303 members 
Mstep: Class 23 contains 23251 members 
Mstep: Class 24 contains 333 members 
Mstep: Class 25 contains 969 members 
Mstep: Class 26 contains 25623 members 
Mstep: Class 27 contains 263 members 
Mstep: Class 28 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138264272.000000 Penalty: 228638.375000
Iteration 121Q: 29 clusters Score -1.382643e+08 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 20307 members 
Mstep: Class 3 contains 36815 members 
Mstep: Class 4 contains 39525 members 
Mstep: Class 5 contains 50610 members 
Mstep: Class 6 contains 10856 members 
Mstep: Class 7 contains 85039 members 
Mstep: Class 8 contains 21105 members 
Mstep: Class 9 contains 11059 members 
Mstep: Class 10 contains 3015 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 13537 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34474 members 
Mstep: Class 15 contains 16740 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 4740 members 
Mstep: Class 19 contains 1037 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 177368 members 
Mstep: Class 22 contains 12295 members 
Mstep: Class 23 contains 23246 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 25842 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138265248.000000 Penalty: 228638.375000
Iteration 122Q: 29 clusters Score -1.382652e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 20051 members 
Mstep: Class 3 contains 36818 members 
Mstep: Class 4 contains 39516 members 
Mstep: Class 5 contains 50609 members 
Mstep: Class 6 contains 10794 members 
Mstep: Class 7 contains 86546 members 
Mstep: Class 8 contains 21004 members 
Mstep: Class 9 contains 11066 members 
Mstep: Class 10 contains 2978 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 12936 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 34370 members 
Mstep: Class 15 contains 16761 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 176875 members 
Mstep: Class 22 contains 12294 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26003 members 
Mstep: Class 27 contains 284 members 
Mstep: Class 28 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138265584.000000 Penalty: 228638.375000
Iteration 123Q: 29 clusters Score -1.382656e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 19818 members 
Mstep: Class 3 contains 36820 members 
Mstep: Class 4 contains 39499 members 
Mstep: Class 5 contains 50607 members 
Mstep: Class 6 contains 10748 members 
Mstep: Class 7 contains 87800 members 
Mstep: Class 8 contains 20924 members 
Mstep: Class 9 contains 11078 members 
Mstep: Class 10 contains 2942 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 12443 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34278 members 
Mstep: Class 15 contains 16790 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 4706 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 7764 members 
Mstep: Class 21 contains 176470 members 
Mstep: Class 22 contains 12303 members 
Mstep: Class 23 contains 23215 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26127 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138266256.000000 Penalty: 228638.375000
Iteration 124Q: 29 clusters Score -1.382663e+08 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 19627 members 
Mstep: Class 3 contains 36821 members 
Mstep: Class 4 contains 39489 members 
Mstep: Class 5 contains 50606 members 
Mstep: Class 6 contains 10688 members 
Mstep: Class 7 contains 88825 members 
Mstep: Class 8 contains 20854 members 
Mstep: Class 9 contains 11091 members 
Mstep: Class 10 contains 2915 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 12037 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34171 members 
Mstep: Class 15 contains 16822 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 4700 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 176176 members 
Mstep: Class 22 contains 12301 members 
Mstep: Class 23 contains 23196 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26242 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267264.000000 Penalty: 228638.375000
Iteration 125Q: 29 clusters Score -1.382673e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 19462 members 
Mstep: Class 3 contains 36823 members 
Mstep: Class 4 contains 39471 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10637 members 
Mstep: Class 7 contains 89736 members 
Mstep: Class 8 contains 20810 members 
Mstep: Class 9 contains 11097 members 
Mstep: Class 10 contains 2901 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 11679 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 34068 members 
Mstep: Class 15 contains 16859 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 4697 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 175905 members 
Mstep: Class 22 contains 12306 members 
Mstep: Class 23 contains 23183 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26315 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267248.000000 Penalty: 228638.375000
Iteration 126Q: 29 clusters Score -1.382672e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 19327 members 
Mstep: Class 3 contains 36817 members 
Mstep: Class 4 contains 39455 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10603 members 
Mstep: Class 7 contains 90499 members 
Mstep: Class 8 contains 20763 members 
Mstep: Class 9 contains 11125 members 
Mstep: Class 10 contains 2892 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 11361 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 33962 members 
Mstep: Class 15 contains 16894 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 175697 members 
Mstep: Class 22 contains 12310 members 
Mstep: Class 23 contains 23172 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26381 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267472.000000 Penalty: 228638.375000
Iteration 127Q: 29 clusters Score -1.382675e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 19222 members 
Mstep: Class 3 contains 36815 members 
Mstep: Class 4 contains 39440 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10559 members 
Mstep: Class 7 contains 91159 members 
Mstep: Class 8 contains 20736 members 
Mstep: Class 9 contains 11137 members 
Mstep: Class 10 contains 2874 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 11089 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 33849 members 
Mstep: Class 15 contains 16934 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 4688 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 175535 members 
Mstep: Class 22 contains 12308 members 
Mstep: Class 23 contains 23160 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26443 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267376.000000 Penalty: 228638.375000
Iteration 128Q: 29 clusters Score -1.382674e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 19134 members 
Mstep: Class 3 contains 36815 members 
Mstep: Class 4 contains 39430 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10525 members 
Mstep: Class 7 contains 91770 members 
Mstep: Class 8 contains 20711 members 
Mstep: Class 9 contains 11135 members 
Mstep: Class 10 contains 2855 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 10841 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 33775 members 
Mstep: Class 15 contains 16958 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 4688 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 175349 members 
Mstep: Class 22 contains 12307 members 
Mstep: Class 23 contains 23154 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26500 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267824.000000 Penalty: 228638.375000
Iteration 129Q: 29 clusters Score -1.382678e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 19047 members 
Mstep: Class 3 contains 36816 members 
Mstep: Class 4 contains 39420 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10488 members 
Mstep: Class 7 contains 92296 members 
Mstep: Class 8 contains 20702 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 10619 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 33696 members 
Mstep: Class 15 contains 16990 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 4685 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 175213 members 
Mstep: Class 22 contains 12303 members 
Mstep: Class 23 contains 23144 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26543 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267712.000000 Penalty: 228638.375000
Iteration 130Q: 29 clusters Score -1.382677e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 18967 members 
Mstep: Class 3 contains 36814 members 
Mstep: Class 4 contains 39398 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10458 members 
Mstep: Class 7 contains 92785 members 
Mstep: Class 8 contains 20687 members 
Mstep: Class 9 contains 11149 members 
Mstep: Class 10 contains 2835 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 10410 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 33620 members 
Mstep: Class 15 contains 17022 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 4682 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 175095 members 
Mstep: Class 22 contains 12310 members 
Mstep: Class 23 contains 23141 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26569 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267760.000000 Penalty: 228638.375000
Iteration 131Q: 29 clusters Score -1.382678e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 18882 members 
Mstep: Class 3 contains 36815 members 
Mstep: Class 4 contains 39380 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10421 members 
Mstep: Class 7 contains 93251 members 
Mstep: Class 8 contains 20673 members 
Mstep: Class 9 contains 11158 members 
Mstep: Class 10 contains 2830 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 33560 members 
Mstep: Class 15 contains 17062 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 4675 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174973 members 
Mstep: Class 22 contains 12313 members 
Mstep: Class 23 contains 23139 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26597 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267712.000000 Penalty: 228638.375000
Iteration 132Q: 29 clusters Score -1.382677e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 18835 members 
Mstep: Class 3 contains 36818 members 
Mstep: Class 4 contains 39355 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10382 members 
Mstep: Class 7 contains 93636 members 
Mstep: Class 8 contains 20660 members 
Mstep: Class 9 contains 11158 members 
Mstep: Class 10 contains 2826 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 10018 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 33490 members 
Mstep: Class 15 contains 17114 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 4672 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174887 members 
Mstep: Class 22 contains 12320 members 
Mstep: Class 23 contains 23136 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26631 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267536.000000 Penalty: 228638.375000
Iteration 133Q: 29 clusters Score -1.382675e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 18786 members 
Mstep: Class 3 contains 36818 members 
Mstep: Class 4 contains 39337 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10343 members 
Mstep: Class 7 contains 94001 members 
Mstep: Class 8 contains 20654 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 2818 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 9839 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 33414 members 
Mstep: Class 15 contains 17154 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 4664 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174823 members 
Mstep: Class 22 contains 12330 members 
Mstep: Class 23 contains 23129 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26668 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267504.000000 Penalty: 228638.375000
Iteration 134Q: 29 clusters Score -1.382675e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 18745 members 
Mstep: Class 3 contains 36821 members 
Mstep: Class 4 contains 39323 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10306 members 
Mstep: Class 7 contains 94318 members 
Mstep: Class 8 contains 20644 members 
Mstep: Class 9 contains 11169 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 9693 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 33342 members 
Mstep: Class 15 contains 17195 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 4660 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174761 members 
Mstep: Class 22 contains 12331 members 
Mstep: Class 23 contains 23126 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26690 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267648.000000 Penalty: 228638.375000
Iteration 135Q: 29 clusters Score -1.382676e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 18712 members 
Mstep: Class 3 contains 36826 members 
Mstep: Class 4 contains 39314 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10274 members 
Mstep: Class 7 contains 94629 members 
Mstep: Class 8 contains 20637 members 
Mstep: Class 9 contains 11184 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 9534 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 33262 members 
Mstep: Class 15 contains 17235 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 4659 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174711 members 
Mstep: Class 22 contains 12324 members 
Mstep: Class 23 contains 23123 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26703 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267792.000000 Penalty: 228638.375000
Iteration 136Q: 29 clusters Score -1.382678e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 18681 members 
Mstep: Class 3 contains 36831 members 
Mstep: Class 4 contains 39300 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10258 members 
Mstep: Class 7 contains 94892 members 
Mstep: Class 8 contains 20634 members 
Mstep: Class 9 contains 11189 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 9380 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 33197 members 
Mstep: Class 15 contains 17280 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 4659 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174671 members 
Mstep: Class 22 contains 12332 members 
Mstep: Class 23 contains 23120 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26707 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138268016.000000 Penalty: 228638.375000
Iteration 137Q: 29 clusters Score -1.38268e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 18659 members 
Mstep: Class 3 contains 36832 members 
Mstep: Class 4 contains 39282 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10232 members 
Mstep: Class 7 contains 95140 members 
Mstep: Class 8 contains 20631 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 2798 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 9208 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 33141 members 
Mstep: Class 15 contains 17329 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 4660 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174635 members 
Mstep: Class 22 contains 12352 members 
Mstep: Class 23 contains 23117 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138268000.000000 Penalty: 228638.375000
Iteration 138Q: 29 clusters Score -1.38268e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 18630 members 
Mstep: Class 3 contains 36836 members 
Mstep: Class 4 contains 39272 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10200 members 
Mstep: Class 7 contains 95381 members 
Mstep: Class 8 contains 20628 members 
Mstep: Class 9 contains 11209 members 
Mstep: Class 10 contains 2795 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 9072 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 33093 members 
Mstep: Class 15 contains 17368 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 4659 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174588 members 
Mstep: Class 22 contains 12359 members 
Mstep: Class 23 contains 23114 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26732 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138267872.000000 Penalty: 228638.375000
Iteration 139Q: 29 clusters Score -1.382679e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 18605 members 
Mstep: Class 3 contains 36837 members 
Mstep: Class 4 contains 39264 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10172 members 
Mstep: Class 7 contains 95620 members 
Mstep: Class 8 contains 20623 members 
Mstep: Class 9 contains 11209 members 
Mstep: Class 10 contains 2797 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 8935 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 33043 members 
Mstep: Class 15 contains 17404 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 4659 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174554 members 
Mstep: Class 22 contains 12357 members 
Mstep: Class 23 contains 23112 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26744 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138268352.000000 Penalty: 228638.375000
Iteration 140F: 29 clusters Score -1.382684e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 18584 members 
Mstep: Class 3 contains 36838 members 
Mstep: Class 4 contains 39256 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10147 members 
Mstep: Class 7 contains 95838 members 
Mstep: Class 8 contains 20614 members 
Mstep: Class 9 contains 11215 members 
Mstep: Class 10 contains 2793 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 8803 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 33001 members 
Mstep: Class 15 contains 17448 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 4659 members 
Mstep: Class 19 contains 970 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174514 members 
Mstep: Class 22 contains 12358 members 
Mstep: Class 23 contains 23110 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26755 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138269696.000000 Penalty: 228638.375000
Iteration 141Q: 29 clusters Score -1.382697e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 18558 members 
Mstep: Class 3 contains 36834 members 
Mstep: Class 4 contains 39255 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10134 members 
Mstep: Class 7 contains 96042 members 
Mstep: Class 8 contains 20610 members 
Mstep: Class 9 contains 11216 members 
Mstep: Class 10 contains 2786 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 8668 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32959 members 
Mstep: Class 15 contains 17488 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 469 members 
Mstep: Class 18 contains 4659 members 
Mstep: Class 19 contains 924 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174493 members 
Mstep: Class 22 contains 12360 members 
Mstep: Class 23 contains 23105 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26763 members 
Mstep: Class 27 contains 308 members 
Mstep: Class 28 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138270272.000000 Penalty: 228638.375000
Iteration 142Q: 29 clusters Score -1.382703e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 18532 members 
Mstep: Class 3 contains 36831 members 
Mstep: Class 4 contains 39248 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10117 members 
Mstep: Class 7 contains 96238 members 
Mstep: Class 8 contains 20606 members 
Mstep: Class 9 contains 11217 members 
Mstep: Class 10 contains 2784 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 8545 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32917 members 
Mstep: Class 15 contains 17533 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 469 members 
Mstep: Class 18 contains 4657 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174467 members 
Mstep: Class 22 contains 12363 members 
Mstep: Class 23 contains 23103 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26770 members 
Mstep: Class 27 contains 310 members 
Mstep: Class 28 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138270608.000000 Penalty: 228638.375000
Iteration 143Q: 29 clusters Score -1.382706e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 18503 members 
Mstep: Class 3 contains 36828 members 
Mstep: Class 4 contains 39237 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10103 members 
Mstep: Class 7 contains 96404 members 
Mstep: Class 8 contains 20603 members 
Mstep: Class 9 contains 11218 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 8445 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32877 members 
Mstep: Class 15 contains 17573 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 4656 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174448 members 
Mstep: Class 22 contains 12367 members 
Mstep: Class 23 contains 23101 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26781 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138270736.000000 Penalty: 228638.375000
Iteration 144Q: 29 clusters Score -1.382707e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 18484 members 
Mstep: Class 3 contains 36825 members 
Mstep: Class 4 contains 39229 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10090 members 
Mstep: Class 7 contains 96547 members 
Mstep: Class 8 contains 20601 members 
Mstep: Class 9 contains 11221 members 
Mstep: Class 10 contains 2768 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 8373 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32845 members 
Mstep: Class 15 contains 17601 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174426 members 
Mstep: Class 22 contains 12368 members 
Mstep: Class 23 contains 23099 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26788 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138270960.000000 Penalty: 228638.375000
Iteration 145Q: 29 clusters Score -1.38271e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 18465 members 
Mstep: Class 3 contains 36822 members 
Mstep: Class 4 contains 39222 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10067 members 
Mstep: Class 7 contains 96683 members 
Mstep: Class 8 contains 20606 members 
Mstep: Class 9 contains 11226 members 
Mstep: Class 10 contains 2759 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 8316 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32820 members 
Mstep: Class 15 contains 17622 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174392 members 
Mstep: Class 22 contains 12369 members 
Mstep: Class 23 contains 23097 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26795 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138270800.000000 Penalty: 228638.375000
Iteration 146Q: 29 clusters Score -1.382708e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 18449 members 
Mstep: Class 3 contains 36821 members 
Mstep: Class 4 contains 39216 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10044 members 
Mstep: Class 7 contains 96810 members 
Mstep: Class 8 contains 20606 members 
Mstep: Class 9 contains 11223 members 
Mstep: Class 10 contains 2755 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 8256 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32789 members 
Mstep: Class 15 contains 17647 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174372 members 
Mstep: Class 22 contains 12371 members 
Mstep: Class 23 contains 23094 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26806 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138270864.000000 Penalty: 228638.375000
Iteration 147Q: 29 clusters Score -1.382709e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 18438 members 
Mstep: Class 3 contains 36820 members 
Mstep: Class 4 contains 39212 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10021 members 
Mstep: Class 7 contains 96913 members 
Mstep: Class 8 contains 20608 members 
Mstep: Class 9 contains 11221 members 
Mstep: Class 10 contains 2753 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 8206 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32765 members 
Mstep: Class 15 contains 17671 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174350 members 
Mstep: Class 22 contains 12374 members 
Mstep: Class 23 contains 23094 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26814 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138270992.000000 Penalty: 228638.375000
Iteration 148Q: 29 clusters Score -1.38271e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 18422 members 
Mstep: Class 3 contains 36819 members 
Mstep: Class 4 contains 39207 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 10009 members 
Mstep: Class 7 contains 96987 members 
Mstep: Class 8 contains 20608 members 
Mstep: Class 9 contains 11231 members 
Mstep: Class 10 contains 2753 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 8166 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32742 members 
Mstep: Class 15 contains 17688 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174332 members 
Mstep: Class 22 contains 12379 members 
Mstep: Class 23 contains 23094 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26820 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271200.000000 Penalty: 228638.375000
Iteration 149Q: 29 clusters Score -1.382712e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 18411 members 
Mstep: Class 3 contains 36817 members 
Mstep: Class 4 contains 39204 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 9994 members 
Mstep: Class 7 contains 97062 members 
Mstep: Class 8 contains 20609 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 2752 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 8124 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32727 members 
Mstep: Class 15 contains 17704 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 4648 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174313 members 
Mstep: Class 22 contains 12387 members 
Mstep: Class 23 contains 23092 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26824 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271088.000000 Penalty: 228638.375000
Iteration 150Q: 29 clusters Score -1.382711e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 18402 members 
Mstep: Class 3 contains 36817 members 
Mstep: Class 4 contains 39198 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 9989 members 
Mstep: Class 7 contains 97118 members 
Mstep: Class 8 contains 20609 members 
Mstep: Class 9 contains 11240 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 8085 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32711 members 
Mstep: Class 15 contains 17732 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 4645 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174299 members 
Mstep: Class 22 contains 12388 members 
Mstep: Class 23 contains 23090 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26828 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271248.000000 Penalty: 228638.375000
Iteration 151Q: 29 clusters Score -1.382712e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 18392 members 
Mstep: Class 3 contains 36818 members 
Mstep: Class 4 contains 39197 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 9985 members 
Mstep: Class 7 contains 97193 members 
Mstep: Class 8 contains 20609 members 
Mstep: Class 9 contains 11242 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 8040 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32693 members 
Mstep: Class 15 contains 17752 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 4644 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174279 members 
Mstep: Class 22 contains 12387 members 
Mstep: Class 23 contains 23088 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26831 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271104.000000 Penalty: 228638.375000
Iteration 152Q: 29 clusters Score -1.382711e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 18378 members 
Mstep: Class 3 contains 36818 members 
Mstep: Class 4 contains 39198 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 9980 members 
Mstep: Class 7 contains 97245 members 
Mstep: Class 8 contains 20610 members 
Mstep: Class 9 contains 11245 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32685 members 
Mstep: Class 15 contains 17783 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174258 members 
Mstep: Class 22 contains 12381 members 
Mstep: Class 23 contains 23084 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26840 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271136.000000 Penalty: 228638.375000
Iteration 153Q: 29 clusters Score -1.382711e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 18371 members 
Mstep: Class 3 contains 36818 members 
Mstep: Class 4 contains 39191 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 9981 members 
Mstep: Class 7 contains 97288 members 
Mstep: Class 8 contains 20610 members 
Mstep: Class 9 contains 11245 members 
Mstep: Class 10 contains 2750 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7961 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32676 members 
Mstep: Class 15 contains 17806 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174245 members 
Mstep: Class 22 contains 12386 members 
Mstep: Class 23 contains 23083 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26846 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271200.000000 Penalty: 228638.375000
Iteration 154Q: 29 clusters Score -1.382712e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 18363 members 
Mstep: Class 3 contains 36819 members 
Mstep: Class 4 contains 39192 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 9981 members 
Mstep: Class 7 contains 97315 members 
Mstep: Class 8 contains 20612 members 
Mstep: Class 9 contains 11246 members 
Mstep: Class 10 contains 2750 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7930 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32669 members 
Mstep: Class 15 contains 17821 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174235 members 
Mstep: Class 22 contains 12390 members 
Mstep: Class 23 contains 23084 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26853 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271184.000000 Penalty: 228638.375000
Iteration 155Q: 29 clusters Score -1.382712e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 18355 members 
Mstep: Class 3 contains 36818 members 
Mstep: Class 4 contains 39188 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 9977 members 
Mstep: Class 7 contains 97358 members 
Mstep: Class 8 contains 20613 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7900 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32659 members 
Mstep: Class 15 contains 17841 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174216 members 
Mstep: Class 22 contains 12393 members 
Mstep: Class 23 contains 23085 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26861 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271104.000000 Penalty: 228638.375000
Iteration 156Q: 29 clusters Score -1.382711e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 18348 members 
Mstep: Class 3 contains 36818 members 
Mstep: Class 4 contains 39186 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9974 members 
Mstep: Class 7 contains 97390 members 
Mstep: Class 8 contains 20612 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7866 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32642 members 
Mstep: Class 15 contains 17864 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174211 members 
Mstep: Class 22 contains 12394 members 
Mstep: Class 23 contains 23085 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26867 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271104.000000 Penalty: 228638.375000
Iteration 157Q: 29 clusters Score -1.382711e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 18342 members 
Mstep: Class 3 contains 36818 members 
Mstep: Class 4 contains 39182 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9973 members 
Mstep: Class 7 contains 97420 members 
Mstep: Class 8 contains 20610 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7830 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 32634 members 
Mstep: Class 15 contains 17887 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174207 members 
Mstep: Class 22 contains 12397 members 
Mstep: Class 23 contains 23085 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26870 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271232.000000 Penalty: 228638.375000
Iteration 158Q: 29 clusters Score -1.382712e+08 nChanged 92
Entering ConstructFrom: 
Score: -138271232.000000 Penalty: 228638.375000
Entering ConstructFrom: 
Trying to split cluster 1 (3368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Entering Unmasked Estep 
Score: -721991.937500 Penalty: 4974.770508
	Iteration 0F: 2 clusters Score -721991.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -716062.562500 Penalty: 9949.541016
	Iteration 0F: 3 clusters Score -716062.6 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -717205.625000 Penalty: 9949.541016
	Iteration 1F: 3 clusters Score -717205.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -717913.687500 Penalty: 9949.541016
	Iteration 2F: 3 clusters Score -717913.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -718602.250000 Penalty: 9949.541016
	Iteration 3F: 3 clusters Score -718602.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -719366.125000 Penalty: 9949.541016
	Iteration 4F: 3 clusters Score -719366.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -720283.875000 Penalty: 9949.541016
	Iteration 5F: 3 clusters Score -720283.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -720923.875000 Penalty: 9949.541016
	Iteration 6F: 3 clusters Score -720923.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -721170.750000 Penalty: 9949.541016
	Iteration 7Q: 3 clusters Score -721170.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -721241.312500 Penalty: 9949.541016
	Iteration 8Q: 3 clusters Score -721241.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -721273.875000 Penalty: 9949.541016
	Iteration 9Q: 3 clusters Score -721273.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -721283.562500 Penalty: 9949.541016
	Iteration 10Q: 3 clusters Score -721283.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -721292.937500 Penalty: 9949.541016
	Iteration 11Q: 3 clusters Score -721292.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -721301.812500 Penalty: 9949.541016
	Iteration 12Q: 3 clusters Score -721301.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -721304.875000 Penalty: 9949.541016
	Iteration 13Q: 3 clusters Score -721304.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -721304.875000 Penalty: 9949.541016
	Iteration 14F: 3 clusters Score -721304.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Entering Unmasked Estep 
Score: -4186203.000000 Penalty: 6012.714355
	Iteration 0F: 2 clusters Score -4186203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -4170707.750000 Penalty: 12025.428711
	Iteration 0F: 3 clusters Score -4170708 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -4174504.000000 Penalty: 12025.428711
	Iteration 1F: 3 clusters Score -4174504 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -4175046.250000 Penalty: 12025.428711
	Iteration 2F: 3 clusters Score -4175046 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -4175444.500000 Penalty: 12025.428711
	Iteration 3Q: 3 clusters Score -4175444 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -4175730.000000 Penalty: 12025.428711
	Iteration 4Q: 3 clusters Score -4175730 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -4175984.500000 Penalty: 12025.428711
	Iteration 5Q: 3 clusters Score -4175984 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -4176243.750000 Penalty: 12025.428711
	Iteration 6Q: 3 clusters Score -4176244 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -4176490.000000 Penalty: 12025.428711
	Iteration 7Q: 3 clusters Score -4176490 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -4176751.250000 Penalty: 12025.428711
	Iteration 8Q: 3 clusters Score -4176751 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -4176970.750000 Penalty: 12025.428711
	Iteration 9Q: 3 clusters Score -4176971 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -4177208.750000 Penalty: 12025.428711
	Iteration 10Q: 3 clusters Score -4177209 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -4177482.250000 Penalty: 12025.428711
	Iteration 11Q: 3 clusters Score -4177482 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -4177725.250000 Penalty: 12025.428711
	Iteration 12Q: 3 clusters Score -4177725 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -4177967.750000 Penalty: 12025.428711
	Iteration 13Q: 3 clusters Score -4177968 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -4178166.250000 Penalty: 12025.428711
	Iteration 14Q: 3 clusters Score -4178166 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -4178394.750000 Penalty: 12025.428711
	Iteration 15Q: 3 clusters Score -4178395 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -4178622.250000 Penalty: 12025.428711
	Iteration 16Q: 3 clusters Score -4178622 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -4178859.000000 Penalty: 12025.428711
	Iteration 17Q: 3 clusters Score -4178859 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -4179094.250000 Penalty: 12025.428711
	Iteration 18Q: 3 clusters Score -4179094 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -4179386.750000 Penalty: 12025.428711
	Iteration 19Q: 3 clusters Score -4179387 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -4179734.500000 Penalty: 12025.428711
	Iteration 20F: 3 clusters Score -4179734 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4180076.000000 Penalty: 12025.428711
	Iteration 21Q: 3 clusters Score -4180076 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -4180418.250000 Penalty: 12025.428711
	Iteration 22Q: 3 clusters Score -4180418 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -4180746.250000 Penalty: 12025.428711
	Iteration 23Q: 3 clusters Score -4180746 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -4181024.000000 Penalty: 12025.428711
	Iteration 24Q: 3 clusters Score -4181024 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -4181259.500000 Penalty: 12025.428711
	Iteration 25Q: 3 clusters Score -4181260 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -4181386.750000 Penalty: 12025.428711
	Iteration 26Q: 3 clusters Score -4181387 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -4181490.500000 Penalty: 12025.428711
	Iteration 27Q: 3 clusters Score -4181490 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -4181579.750000 Penalty: 12025.428711
	Iteration 28Q: 3 clusters Score -4181580 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -4181649.250000 Penalty: 12025.428711
	Iteration 29Q: 3 clusters Score -4181649 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -4181711.750000 Penalty: 12025.428711
	Iteration 30Q: 3 clusters Score -4181712 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -4181752.000000 Penalty: 12025.428711
	Iteration 31Q: 3 clusters Score -4181752 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -4181807.250000 Penalty: 12025.428711
	Iteration 32Q: 3 clusters Score -4181807 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -4181852.000000 Penalty: 12025.428711
	Iteration 33Q: 3 clusters Score -4181852 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -4181887.500000 Penalty: 12025.428711
	Iteration 34Q: 3 clusters Score -4181888 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -4181916.250000 Penalty: 12025.428711
	Iteration 35Q: 3 clusters Score -4181916 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -4181955.250000 Penalty: 12025.428711
	Iteration 36Q: 3 clusters Score -4181955 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -4181973.500000 Penalty: 12025.428711
	Iteration 37Q: 3 clusters Score -4181974 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -4182002.000000 Penalty: 12025.428711
	Iteration 38Q: 3 clusters Score -4182002 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -4182034.750000 Penalty: 12025.428711
	Iteration 39Q: 3 clusters Score -4182035 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -4182049.250000 Penalty: 12025.428711
	Iteration 40F: 3 clusters Score -4182049 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -4182080.500000 Penalty: 12025.428711
	Iteration 41Q: 3 clusters Score -4182080 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -4182101.000000 Penalty: 12025.428711
	Iteration 42Q: 3 clusters Score -4182101 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -4182132.000000 Penalty: 12025.428711
	Iteration 43Q: 3 clusters Score -4182132 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -4182161.250000 Penalty: 12025.428711
	Iteration 44Q: 3 clusters Score -4182161 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -4182200.750000 Penalty: 12025.428711
	Iteration 45Q: 3 clusters Score -4182201 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -4182226.000000 Penalty: 12025.428711
	Iteration 46Q: 3 clusters Score -4182226 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -4182271.250000 Penalty: 12025.428711
	Iteration 47Q: 3 clusters Score -4182271 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -4182302.500000 Penalty: 12025.428711
	Iteration 48Q: 3 clusters Score -4182302 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -4182335.500000 Penalty: 12025.428711
	Iteration 49Q: 3 clusters Score -4182336 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4182382.250000 Penalty: 12025.428711
	Iteration 50Q: 3 clusters Score -4182382 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -4182400.250000 Penalty: 12025.428711
	Iteration 51Q: 3 clusters Score -4182400 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -4182433.750000 Penalty: 12025.428711
	Iteration 52Q: 3 clusters Score -4182434 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -4182484.250000 Penalty: 12025.428711
	Iteration 53Q: 3 clusters Score -4182484 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -4182532.250000 Penalty: 12025.428711
	Iteration 54Q: 3 clusters Score -4182532 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -4182572.750000 Penalty: 12025.428711
	Iteration 55Q: 3 clusters Score -4182573 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -4182621.250000 Penalty: 12025.428711
	Iteration 56Q: 3 clusters Score -4182621 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -4182656.500000 Penalty: 12025.428711
	Iteration 57Q: 3 clusters Score -4182656 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -4182704.250000 Penalty: 12025.428711
	Iteration 58Q: 3 clusters Score -4182704 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -4182732.750000 Penalty: 12025.428711
	Iteration 59Q: 3 clusters Score -4182733 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -4182762.750000 Penalty: 12025.428711
	Iteration 60F: 3 clusters Score -4182763 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -4182771.250000 Penalty: 12025.428711
	Iteration 61Q: 3 clusters Score -4182771 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -4182790.500000 Penalty: 12025.428711
	Iteration 62Q: 3 clusters Score -4182790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -4182818.500000 Penalty: 12025.428711
	Iteration 63Q: 3 clusters Score -4182818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -4182851.750000 Penalty: 12025.428711
	Iteration 64Q: 3 clusters Score -4182852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -4182850.250000 Penalty: 12025.428711
	Iteration 65Q: 3 clusters Score -4182850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -4182865.750000 Penalty: 12025.428711
	Iteration 66Q: 3 clusters Score -4182866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -4182878.500000 Penalty: 12025.428711
	Iteration 67Q: 3 clusters Score -4182878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -4182881.750000 Penalty: 12025.428711
	Iteration 68Q: 3 clusters Score -4182882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -4182892.750000 Penalty: 12025.428711
	Iteration 69Q: 3 clusters Score -4182893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -4182897.500000 Penalty: 12025.428711
	Iteration 70Q: 3 clusters Score -4182898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -4182906.000000 Penalty: 12025.428711
	Iteration 71Q: 3 clusters Score -4182906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -4182904.750000 Penalty: 12025.428711
	Iteration 72Q: 3 clusters Score -4182905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -4182911.250000 Penalty: 12025.428711
	Iteration 73Q: 3 clusters Score -4182911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -4182901.250000 Penalty: 12025.428711
	Iteration 74Q: 3 clusters Score -4182901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -4182912.000000 Penalty: 12025.428711
	Iteration 75Q: 3 clusters Score -4182912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -4182913.750000 Penalty: 12025.428711
	Iteration 76Q: 3 clusters Score -4182914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -4182907.250000 Penalty: 12025.428711
	Iteration 77Q: 3 clusters Score -4182907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -4182920.500000 Penalty: 12025.428711
	Iteration 78Q: 3 clusters Score -4182920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -4182927.750000 Penalty: 12025.428711
	Iteration 79Q: 3 clusters Score -4182928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -4182926.750000 Penalty: 12025.428711
	Iteration 80F: 3 clusters Score -4182927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -4182930.750000 Penalty: 12025.428711
	Iteration 81Q: 3 clusters Score -4182931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -4182927.750000 Penalty: 12025.428711
	Iteration 82Q: 3 clusters Score -4182928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -4182930.000000 Penalty: 12025.428711
	Iteration 83Q: 3 clusters Score -4182930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -4182924.750000 Penalty: 12025.428711
	Iteration 84Q: 3 clusters Score -4182925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -4182925.500000 Penalty: 12025.428711
	Iteration 85Q: 3 clusters Score -4182926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -4182932.500000 Penalty: 12025.428711
	Iteration 86Q: 3 clusters Score -4182932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -4182936.750000 Penalty: 12025.428711
	Iteration 87Q: 3 clusters Score -4182937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -4182938.000000 Penalty: 12025.428711
	Iteration 88Q: 3 clusters Score -4182938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -4182934.500000 Penalty: 12025.428711
	Iteration 89Q: 3 clusters Score -4182934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -4182934.500000 Penalty: 12025.428711
	Iteration 90F: 3 clusters Score -4182934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Entering Unmasked Estep 
Score: -8393318.000000 Penalty: 6439.650391
	Iteration 0F: 2 clusters Score -8393318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -8366057.500000 Penalty: 12879.300781
	Iteration 0F: 3 clusters Score -8366058 nChanged 15800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -8374251.500000 Penalty: 12879.300781
	Iteration 1F: 3 clusters Score -8374252 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -8374962.500000 Penalty: 12879.300781
	Iteration 2F: 3 clusters Score -8374962 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -8375515.000000 Penalty: 12879.300781
	Iteration 3Q: 3 clusters Score -8375515 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -8375948.000000 Penalty: 12879.300781
	Iteration 4Q: 3 clusters Score -8375948 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -8376358.000000 Penalty: 12879.300781
	Iteration 5Q: 3 clusters Score -8376358 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -8376671.500000 Penalty: 12879.300781
	Iteration 6Q: 3 clusters Score -8376672 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -8376967.000000 Penalty: 12879.300781
	Iteration 7Q: 3 clusters Score -8376967 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -8377262.500000 Penalty: 12879.300781
	Iteration 8Q: 3 clusters Score -8377262 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -8377577.000000 Penalty: 12879.300781
	Iteration 9Q: 3 clusters Score -8377577 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -8378084.000000 Penalty: 12879.300781
	Iteration 10Q: 3 clusters Score -8378084 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -8378646.500000 Penalty: 12879.300781
	Iteration 11Q: 3 clusters Score -8378646 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -8379372.500000 Penalty: 12879.300781
	Iteration 12Q: 3 clusters Score -8379372 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -8380162.500000 Penalty: 12879.300781
	Iteration 13Q: 3 clusters Score -8380162 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -8381171.500000 Penalty: 12879.300781
	Iteration 14Q: 3 clusters Score -8381172 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -8382330.000000 Penalty: 12879.300781
	Iteration 15Q: 3 clusters Score -8382330 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -8383420.000000 Penalty: 12879.300781
	Iteration 16Q: 3 clusters Score -8383420 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -8384357.500000 Penalty: 12879.300781
	Iteration 17Q: 3 clusters Score -8384358 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -8385154.500000 Penalty: 12879.300781
	Iteration 18Q: 3 clusters Score -8385154 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -8385828.500000 Penalty: 12879.300781
	Iteration 19Q: 3 clusters Score -8385828 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -8386310.000000 Penalty: 12879.300781
	Iteration 20F: 3 clusters Score -8386310 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -8386695.000000 Penalty: 12879.300781
	Iteration 21Q: 3 clusters Score -8386695 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -8386946.500000 Penalty: 12879.300781
	Iteration 22Q: 3 clusters Score -8386946 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8387087.000000 Penalty: 12879.300781
	Iteration 23Q: 3 clusters Score -8387087 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8387175.000000 Penalty: 12879.300781
	Iteration 24Q: 3 clusters Score -8387175 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8387284.000000 Penalty: 12879.300781
	Iteration 25Q: 3 clusters Score -8387284 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8387362.500000 Penalty: 12879.300781
	Iteration 26Q: 3 clusters Score -8387362 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8387415.500000 Penalty: 12879.300781
	Iteration 27Q: 3 clusters Score -8387416 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8387462.000000 Penalty: 12879.300781
	Iteration 28Q: 3 clusters Score -8387462 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8387530.500000 Penalty: 12879.300781
	Iteration 29Q: 3 clusters Score -8387530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8387582.000000 Penalty: 12879.300781
	Iteration 30Q: 3 clusters Score -8387582 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8387625.000000 Penalty: 12879.300781
	Iteration 31Q: 3 clusters Score -8387625 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8387645.500000 Penalty: 12879.300781
	Iteration 32Q: 3 clusters Score -8387646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8387656.500000 Penalty: 12879.300781
	Iteration 33Q: 3 clusters Score -8387656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8387677.500000 Penalty: 12879.300781
	Iteration 34Q: 3 clusters Score -8387678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8387679.000000 Penalty: 12879.300781
	Iteration 35Q: 3 clusters Score -8387679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8387693.000000 Penalty: 12879.300781
	Iteration 36Q: 3 clusters Score -8387693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8387719.000000 Penalty: 12879.300781
	Iteration 37Q: 3 clusters Score -8387719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8387711.500000 Penalty: 12879.300781
	Iteration 38Q: 3 clusters Score -8387712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8387733.000000 Penalty: 12879.300781
	Iteration 39Q: 3 clusters Score -8387733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8387730.500000 Penalty: 12879.300781
	Iteration 40F: 3 clusters Score -8387730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8387745.000000 Penalty: 12879.300781
	Iteration 41Q: 3 clusters Score -8387745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8387744.500000 Penalty: 12879.300781
	Iteration 42Q: 3 clusters Score -8387744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8387747.500000 Penalty: 12879.300781
	Iteration 43Q: 3 clusters Score -8387748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8387745.500000 Penalty: 12879.300781
	Iteration 44Q: 3 clusters Score -8387746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8387745.500000 Penalty: 12879.300781
	Iteration 45F: 3 clusters Score -8387746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Entering Unmasked Estep 
Score: -8894287.000000 Penalty: 6477.705078
	Iteration 0F: 2 clusters Score -8894287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -8865531.000000 Penalty: 12955.410156
	Iteration 0F: 3 clusters Score -8865531 nChanged 17002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -8874512.000000 Penalty: 12955.410156
	Iteration 1F: 3 clusters Score -8874512 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -8875446.000000 Penalty: 12955.410156
	Iteration 2F: 3 clusters Score -8875446 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -8876417.000000 Penalty: 12955.410156
	Iteration 3Q: 3 clusters Score -8876417 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -8877599.000000 Penalty: 12955.410156
	Iteration 4Q: 3 clusters Score -8877599 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -8878929.000000 Penalty: 12955.410156
	Iteration 5F: 3 clusters Score -8878929 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -8880528.000000 Penalty: 12955.410156
	Iteration 6F: 3 clusters Score -8880528 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -8882311.000000 Penalty: 12955.410156
	Iteration 7F: 3 clusters Score -8882311 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -8884236.000000 Penalty: 12955.410156
	Iteration 8F: 3 clusters Score -8884236 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -8886303.000000 Penalty: 12955.410156
	Iteration 9F: 3 clusters Score -8886303 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -8888140.000000 Penalty: 12955.410156
	Iteration 10Q: 3 clusters Score -8888140 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -8889391.000000 Penalty: 12955.410156
	Iteration 11Q: 3 clusters Score -8889391 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -8890046.000000 Penalty: 12955.410156
	Iteration 12Q: 3 clusters Score -8890046 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -8890299.000000 Penalty: 12955.410156
	Iteration 13Q: 3 clusters Score -8890299 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -8890483.000000 Penalty: 12955.410156
	Iteration 14Q: 3 clusters Score -8890483 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -8890583.000000 Penalty: 12955.410156
	Iteration 15Q: 3 clusters Score -8890583 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -8890723.000000 Penalty: 12955.410156
	Iteration 16Q: 3 clusters Score -8890723 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -8890844.000000 Penalty: 12955.410156
	Iteration 17Q: 3 clusters Score -8890844 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -8890954.000000 Penalty: 12955.410156
	Iteration 18Q: 3 clusters Score -8890954 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -8891054.000000 Penalty: 12955.410156
	Iteration 19Q: 3 clusters Score -8891054 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -8891129.000000 Penalty: 12955.410156
	Iteration 20F: 3 clusters Score -8891129 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -8891192.000000 Penalty: 12955.410156
	Iteration 21Q: 3 clusters Score -8891192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -8891235.000000 Penalty: 12955.410156
	Iteration 22Q: 3 clusters Score -8891235 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -8891295.000000 Penalty: 12955.410156
	Iteration 23Q: 3 clusters Score -8891295 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -8891319.000000 Penalty: 12955.410156
	Iteration 24Q: 3 clusters Score -8891319 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -8891348.000000 Penalty: 12955.410156
	Iteration 25Q: 3 clusters Score -8891348 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -8891402.000000 Penalty: 12955.410156
	Iteration 26Q: 3 clusters Score -8891402 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -8891444.000000 Penalty: 12955.410156
	Iteration 27Q: 3 clusters Score -8891444 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -8891500.000000 Penalty: 12955.410156
	Iteration 28Q: 3 clusters Score -8891500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -8891522.000000 Penalty: 12955.410156
	Iteration 29Q: 3 clusters Score -8891522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -8891535.000000 Penalty: 12955.410156
	Iteration 30Q: 3 clusters Score -8891535 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -8891554.000000 Penalty: 12955.410156
	Iteration 31Q: 3 clusters Score -8891554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -8891569.000000 Penalty: 12955.410156
	Iteration 32Q: 3 clusters Score -8891569 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -8891573.000000 Penalty: 12955.410156
	Iteration 33Q: 3 clusters Score -8891573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -8891599.000000 Penalty: 12955.410156
	Iteration 34Q: 3 clusters Score -8891599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -8891608.000000 Penalty: 12955.410156
	Iteration 35Q: 3 clusters Score -8891608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -8891623.000000 Penalty: 12955.410156
	Iteration 36Q: 3 clusters Score -8891623 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -8891652.000000 Penalty: 12955.410156
	Iteration 37Q: 3 clusters Score -8891652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -8891653.000000 Penalty: 12955.410156
	Iteration 38Q: 3 clusters Score -8891653 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -8891682.000000 Penalty: 12955.410156
	Iteration 39Q: 3 clusters Score -8891682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -8891697.000000 Penalty: 12955.410156
	Iteration 40F: 3 clusters Score -8891697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -8891702.000000 Penalty: 12955.410156
	Iteration 41Q: 3 clusters Score -8891702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -8891705.000000 Penalty: 12955.410156
	Iteration 42Q: 3 clusters Score -8891705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -8891698.000000 Penalty: 12955.410156
	Iteration 43Q: 3 clusters Score -8891698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -8891729.000000 Penalty: 12955.410156
	Iteration 44Q: 3 clusters Score -8891729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -8891712.000000 Penalty: 12955.410156
	Iteration 45Q: 3 clusters Score -8891712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -8891720.000000 Penalty: 12955.410156
	Iteration 46Q: 3 clusters Score -8891720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -8891723.000000 Penalty: 12955.410156
	Iteration 47Q: 3 clusters Score -8891723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -8891727.000000 Penalty: 12955.410156
	Iteration 48Q: 3 clusters Score -8891727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -8891728.000000 Penalty: 12955.410156
	Iteration 49Q: 3 clusters Score -8891728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -8891728.000000 Penalty: 12955.410156
	Iteration 50Q: 3 clusters Score -8891728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -8891732.000000 Penalty: 12955.410156
	Iteration 51Q: 3 clusters Score -8891732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -8891723.000000 Penalty: 12955.410156
	Iteration 52Q: 3 clusters Score -8891723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -8891723.000000 Penalty: 12955.410156
	Iteration 53F: 3 clusters Score -8891723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Entering Unmasked Estep 
Score: -11572184.000000 Penalty: 6634.469238
	Iteration 0F: 2 clusters Score -1.157218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -11536097.000000 Penalty: 13268.938477
	Iteration 0F: 3 clusters Score -1.15361e+07 nChanged 22297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -11547657.000000 Penalty: 13268.938477
	Iteration 1F: 3 clusters Score -1.154766e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -11548450.000000 Penalty: 13268.938477
	Iteration 2Q: 3 clusters Score -1.154845e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -11549099.000000 Penalty: 13268.938477
	Iteration 3Q: 3 clusters Score -1.15491e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -11549600.000000 Penalty: 13268.938477
	Iteration 4Q: 3 clusters Score -1.15496e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -11550052.000000 Penalty: 13268.938477
	Iteration 5Q: 3 clusters Score -1.155005e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -11550384.000000 Penalty: 13268.938477
	Iteration 6Q: 3 clusters Score -1.155038e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -11550758.000000 Penalty: 13268.938477
	Iteration 7Q: 3 clusters Score -1.155076e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -11551451.000000 Penalty: 13268.938477
	Iteration 8Q: 3 clusters Score -1.155145e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -11552373.000000 Penalty: 13268.938477
	Iteration 9Q: 3 clusters Score -1.155237e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -11553523.000000 Penalty: 13268.938477
	Iteration 10Q: 3 clusters Score -1.155352e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -11555286.000000 Penalty: 13268.938477
	Iteration 11F: 3 clusters Score -1.155529e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -11557514.000000 Penalty: 13268.938477
	Iteration 12F: 3 clusters Score -1.155751e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -11560085.000000 Penalty: 13268.938477
	Iteration 13F: 3 clusters Score -1.156008e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -11562295.000000 Penalty: 13268.938477
	Iteration 14F: 3 clusters Score -1.15623e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -11563834.000000 Penalty: 13268.938477
	Iteration 15Q: 3 clusters Score -1.156383e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -11564832.000000 Penalty: 13268.938477
	Iteration 16Q: 3 clusters Score -1.156483e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -11565445.000000 Penalty: 13268.938477
	Iteration 17Q: 3 clusters Score -1.156544e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -11565794.000000 Penalty: 13268.938477
	Iteration 18Q: 3 clusters Score -1.156579e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -11565981.000000 Penalty: 13268.938477
	Iteration 19Q: 3 clusters Score -1.156598e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -11566074.000000 Penalty: 13268.938477
	Iteration 20F: 3 clusters Score -1.156607e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -11566172.000000 Penalty: 13268.938477
	Iteration 21Q: 3 clusters Score -1.156617e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49601 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -11566204.000000 Penalty: 13268.938477
	Iteration 22Q: 3 clusters Score -1.15662e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -11566244.000000 Penalty: 13268.938477
	Iteration 23Q: 3 clusters Score -1.156624e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -11566295.000000 Penalty: 13268.938477
	Iteration 24Q: 3 clusters Score -1.15663e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11566310.000000 Penalty: 13268.938477
	Iteration 25Q: 3 clusters Score -1.156631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -11566320.000000 Penalty: 13268.938477
	Iteration 26Q: 3 clusters Score -1.156632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -11566339.000000 Penalty: 13268.938477
	Iteration 27Q: 3 clusters Score -1.156634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -11566337.000000 Penalty: 13268.938477
	Iteration 28Q: 3 clusters Score -1.156634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11566342.000000 Penalty: 13268.938477
	Iteration 29Q: 3 clusters Score -1.156634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11566368.000000 Penalty: 13268.938477
	Iteration 30Q: 3 clusters Score -1.156637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -11566361.000000 Penalty: 13268.938477
	Iteration 31Q: 3 clusters Score -1.156636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -11566372.000000 Penalty: 13268.938477
	Iteration 32Q: 3 clusters Score -1.156637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11566358.000000 Penalty: 13268.938477
	Iteration 33Q: 3 clusters Score -1.156636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -11566366.000000 Penalty: 13268.938477
	Iteration 34Q: 3 clusters Score -1.156637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -11566370.000000 Penalty: 13268.938477
	Iteration 35Q: 3 clusters Score -1.156637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11566373.000000 Penalty: 13268.938477
	Iteration 36Q: 3 clusters Score -1.156637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11566371.000000 Penalty: 13268.938477
	Iteration 37Q: 3 clusters Score -1.156637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11566370.000000 Penalty: 13268.938477
	Iteration 38Q: 3 clusters Score -1.156637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -11566376.000000 Penalty: 13268.938477
	Iteration 39Q: 3 clusters Score -1.156638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11566386.000000 Penalty: 13268.938477
	Iteration 40F: 3 clusters Score -1.156639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11566390.000000 Penalty: 13268.938477
	Iteration 41Q: 3 clusters Score -1.156639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11566390.000000 Penalty: 13268.938477
	Iteration 42F: 3 clusters Score -1.156639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Entering Unmasked Estep 
Score: -2278967.500000 Penalty: 5639.431641
	Iteration 0F: 2 clusters Score -2278968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2268761.250000 Penalty: 11278.863281
	Iteration 0F: 3 clusters Score -2268761 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2270870.250000 Penalty: 11278.863281
	Iteration 1F: 3 clusters Score -2270870 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2271319.000000 Penalty: 11278.863281
	Iteration 2F: 3 clusters Score -2271319 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2271617.250000 Penalty: 11278.863281
	Iteration 3F: 3 clusters Score -2271617 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2271813.500000 Penalty: 11278.863281
	Iteration 4Q: 3 clusters Score -2271814 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2271949.750000 Penalty: 11278.863281
	Iteration 5Q: 3 clusters Score -2271950 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2272069.000000 Penalty: 11278.863281
	Iteration 6Q: 3 clusters Score -2272069 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2272165.750000 Penalty: 11278.863281
	Iteration 7Q: 3 clusters Score -2272166 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2272231.750000 Penalty: 11278.863281
	Iteration 8Q: 3 clusters Score -2272232 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2272289.250000 Penalty: 11278.863281
	Iteration 9Q: 3 clusters Score -2272289 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2272341.000000 Penalty: 11278.863281
	Iteration 10Q: 3 clusters Score -2272341 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2272392.750000 Penalty: 11278.863281
	Iteration 11Q: 3 clusters Score -2272393 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2272432.750000 Penalty: 11278.863281
	Iteration 12Q: 3 clusters Score -2272433 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2272468.250000 Penalty: 11278.863281
	Iteration 13Q: 3 clusters Score -2272468 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2272502.500000 Penalty: 11278.863281
	Iteration 14Q: 3 clusters Score -2272502 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2272550.500000 Penalty: 11278.863281
	Iteration 15Q: 3 clusters Score -2272550 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2272595.500000 Penalty: 11278.863281
	Iteration 16Q: 3 clusters Score -2272596 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2272637.250000 Penalty: 11278.863281
	Iteration 17Q: 3 clusters Score -2272637 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2272673.750000 Penalty: 11278.863281
	Iteration 18Q: 3 clusters Score -2272674 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2272698.250000 Penalty: 11278.863281
	Iteration 19Q: 3 clusters Score -2272698 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2272729.500000 Penalty: 11278.863281
	Iteration 20F: 3 clusters Score -2272730 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2272749.000000 Penalty: 11278.863281
	Iteration 21Q: 3 clusters Score -2272749 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2272783.500000 Penalty: 11278.863281
	Iteration 22Q: 3 clusters Score -2272784 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2272822.750000 Penalty: 11278.863281
	Iteration 23Q: 3 clusters Score -2272823 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2272885.750000 Penalty: 11278.863281
	Iteration 24Q: 3 clusters Score -2272886 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2272950.750000 Penalty: 11278.863281
	Iteration 25Q: 3 clusters Score -2272951 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2273040.500000 Penalty: 11278.863281
	Iteration 26Q: 3 clusters Score -2273040 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2273143.750000 Penalty: 11278.863281
	Iteration 27Q: 3 clusters Score -2273144 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2273274.750000 Penalty: 11278.863281
	Iteration 28Q: 3 clusters Score -2273275 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2273460.500000 Penalty: 11278.863281
	Iteration 29Q: 3 clusters Score -2273460 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2273805.750000 Penalty: 11278.863281
	Iteration 30Q: 3 clusters Score -2273806 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2274274.500000 Penalty: 11278.863281
	Iteration 31Q: 3 clusters Score -2274274 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2274893.000000 Penalty: 11278.863281
	Iteration 32Q: 3 clusters Score -2274893 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2275687.000000 Penalty: 11278.863281
	Iteration 33Q: 3 clusters Score -2275687 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2276462.500000 Penalty: 11278.863281
	Iteration 34Q: 3 clusters Score -2276462 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2276999.500000 Penalty: 11278.863281
	Iteration 35Q: 3 clusters Score -2277000 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2277289.750000 Penalty: 11278.863281
	Iteration 36Q: 3 clusters Score -2277290 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2277370.250000 Penalty: 11278.863281
	Iteration 37Q: 3 clusters Score -2277370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2277389.750000 Penalty: 11278.863281
	Iteration 38Q: 3 clusters Score -2277390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2277394.500000 Penalty: 11278.863281
	Iteration 39Q: 3 clusters Score -2277394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2277395.000000 Penalty: 11278.863281
	Iteration 40F: 3 clusters Score -2277395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2277395.500000 Penalty: 11278.863281
	Iteration 41Q: 3 clusters Score -2277396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2277397.250000 Penalty: 11278.863281
	Iteration 42Q: 3 clusters Score -2277397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2277398.750000 Penalty: 11278.863281
	Iteration 43Q: 3 clusters Score -2277399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2277398.750000 Penalty: 11278.863281
	Iteration 44F: 3 clusters Score -2277399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (97445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Entering Unmasked Estep 
Score: -22487756.000000 Penalty: 7035.813965
	Iteration 0F: 2 clusters Score -2.248776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -22421490.000000 Penalty: 14071.627930
	Iteration 0F: 3 clusters Score -2.242149e+07 nChanged 44521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -22446216.000000 Penalty: 14071.627930
	Iteration 1F: 3 clusters Score -2.244622e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -22447498.000000 Penalty: 14071.627930
	Iteration 2Q: 3 clusters Score -2.24475e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -22449060.000000 Penalty: 14071.627930
	Iteration 3Q: 3 clusters Score -2.244906e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 56777 members 
Entering Unmasked Estep 
Score: -22450698.000000 Penalty: 14071.627930
	Iteration 4Q: 3 clusters Score -2.24507e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -22453394.000000 Penalty: 14071.627930
	Iteration 5Q: 3 clusters Score -2.245339e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 64949 members 
Entering Unmasked Estep 
Score: -22457010.000000 Penalty: 14071.627930
	Iteration 6F: 3 clusters Score -2.245701e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 70675 members 
Entering Unmasked Estep 
Score: -22461598.000000 Penalty: 14071.627930
	Iteration 7F: 3 clusters Score -2.24616e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 77079 members 
Entering Unmasked Estep 
Score: -22467312.000000 Penalty: 14071.627930
	Iteration 8F: 3 clusters Score -2.246731e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -22472904.000000 Penalty: 14071.627930
	Iteration 9F: 3 clusters Score -2.24729e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 87935 members 
Entering Unmasked Estep 
Score: -22477170.000000 Penalty: 14071.627930
	Iteration 10F: 3 clusters Score -2.247717e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 90994 members 
Entering Unmasked Estep 
Score: -22479774.000000 Penalty: 14071.627930
	Iteration 11Q: 3 clusters Score -2.247977e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 92738 members 
Entering Unmasked Estep 
Score: -22481144.000000 Penalty: 14071.627930
	Iteration 12Q: 3 clusters Score -2.248114e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 93704 members 
Entering Unmasked Estep 
Score: -22481684.000000 Penalty: 14071.627930
	Iteration 13Q: 3 clusters Score -2.248168e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 94248 members 
Entering Unmasked Estep 
Score: -22482166.000000 Penalty: 14071.627930
	Iteration 14Q: 3 clusters Score -2.248217e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 94595 members 
Entering Unmasked Estep 
Score: -22482364.000000 Penalty: 14071.627930
	Iteration 15Q: 3 clusters Score -2.248236e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 94822 members 
Entering Unmasked Estep 
Score: -22482476.000000 Penalty: 14071.627930
	Iteration 16Q: 3 clusters Score -2.248248e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 94966 members 
Entering Unmasked Estep 
Score: -22482542.000000 Penalty: 14071.627930
	Iteration 17Q: 3 clusters Score -2.248254e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
Score: -22482566.000000 Penalty: 14071.627930
	Iteration 18Q: 3 clusters Score -2.248257e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 95155 members 
Entering Unmasked Estep 
Score: -22482588.000000 Penalty: 14071.627930
	Iteration 19Q: 3 clusters Score -2.248259e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 95217 members 
Entering Unmasked Estep 
Score: -22482672.000000 Penalty: 14071.627930
	Iteration 20F: 3 clusters Score -2.248267e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 95258 members 
Entering Unmasked Estep 
Score: -22482702.000000 Penalty: 14071.627930
	Iteration 21Q: 3 clusters Score -2.24827e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 95293 members 
Entering Unmasked Estep 
Score: -22482696.000000 Penalty: 14071.627930
	Iteration 22Q: 3 clusters Score -2.24827e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 95321 members 
Entering Unmasked Estep 
Score: -22482744.000000 Penalty: 14071.627930
	Iteration 23Q: 3 clusters Score -2.248274e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 95345 members 
Entering Unmasked Estep 
Score: -22482730.000000 Penalty: 14071.627930
	Iteration 24Q: 3 clusters Score -2.248273e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -22482752.000000 Penalty: 14071.627930
	Iteration 25Q: 3 clusters Score -2.248275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 95374 members 
Entering Unmasked Estep 
Score: -22482744.000000 Penalty: 14071.627930
	Iteration 26Q: 3 clusters Score -2.248274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 95390 members 
Entering Unmasked Estep 
Score: -22482726.000000 Penalty: 14071.627930
	Iteration 27Q: 3 clusters Score -2.248273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 95407 members 
Entering Unmasked Estep 
Score: -22482726.000000 Penalty: 14071.627930
	Iteration 28Q: 3 clusters Score -2.248273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 95423 members 
Entering Unmasked Estep 
Score: -22482748.000000 Penalty: 14071.627930
	Iteration 29Q: 3 clusters Score -2.248275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
Score: -22482778.000000 Penalty: 14071.627930
	Iteration 30Q: 3 clusters Score -2.248278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 95441 members 
Entering Unmasked Estep 
Score: -22482766.000000 Penalty: 14071.627930
	Iteration 31Q: 3 clusters Score -2.248277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 95449 members 
Entering Unmasked Estep 
Score: -22482758.000000 Penalty: 14071.627930
	Iteration 32Q: 3 clusters Score -2.248276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 95457 members 
Entering Unmasked Estep 
Score: -22482784.000000 Penalty: 14071.627930
	Iteration 33Q: 3 clusters Score -2.248278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 95462 members 
Entering Unmasked Estep 
Score: -22482800.000000 Penalty: 14071.627930
	Iteration 34Q: 3 clusters Score -2.24828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 95473 members 
Entering Unmasked Estep 
Score: -22482804.000000 Penalty: 14071.627930
	Iteration 35Q: 3 clusters Score -2.24828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 95484 members 
Entering Unmasked Estep 
Score: -22482792.000000 Penalty: 14071.627930
	Iteration 36Q: 3 clusters Score -2.248279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 95494 members 
Entering Unmasked Estep 
Score: -22482804.000000 Penalty: 14071.627930
	Iteration 37Q: 3 clusters Score -2.24828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -22482794.000000 Penalty: 14071.627930
	Iteration 38Q: 3 clusters Score -2.248279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 95503 members 
Entering Unmasked Estep 
Score: -22482796.000000 Penalty: 14071.627930
	Iteration 39Q: 3 clusters Score -2.24828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 95505 members 
Entering Unmasked Estep 
Score: -22482802.000000 Penalty: 14071.627930
	Iteration 40F: 3 clusters Score -2.24828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 95505 members 
Entering Unmasked Estep 
Score: -22482810.000000 Penalty: 14071.627930
	Iteration 41Q: 3 clusters Score -2.248281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 95507 members 
Entering Unmasked Estep 
Score: -22482812.000000 Penalty: 14071.627930
	Iteration 42Q: 3 clusters Score -2.248281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 95507 members 
Entering Unmasked Estep 
Score: -22482812.000000 Penalty: 14071.627930
	Iteration 43F: 3 clusters Score -2.248281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Entering Unmasked Estep 
Score: -4687173.500000 Penalty: 6084.288086
	Iteration 0F: 2 clusters Score -4687174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -4670212.000000 Penalty: 12168.576172
	Iteration 0F: 3 clusters Score -4670212 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -4674729.500000 Penalty: 12168.576172
	Iteration 1F: 3 clusters Score -4674730 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -4675381.000000 Penalty: 12168.576172
	Iteration 2F: 3 clusters Score -4675381 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -4675810.500000 Penalty: 12168.576172
	Iteration 3Q: 3 clusters Score -4675810 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -4676092.000000 Penalty: 12168.576172
	Iteration 4Q: 3 clusters Score -4676092 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -4676320.500000 Penalty: 12168.576172
	Iteration 5Q: 3 clusters Score -4676320 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -4676532.500000 Penalty: 12168.576172
	Iteration 6Q: 3 clusters Score -4676532 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -4676737.500000 Penalty: 12168.576172
	Iteration 7Q: 3 clusters Score -4676738 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -4676898.000000 Penalty: 12168.576172
	Iteration 8Q: 3 clusters Score -4676898 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -4677064.500000 Penalty: 12168.576172
	Iteration 9Q: 3 clusters Score -4677064 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -4677164.000000 Penalty: 12168.576172
	Iteration 10Q: 3 clusters Score -4677164 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -4677266.000000 Penalty: 12168.576172
	Iteration 11Q: 3 clusters Score -4677266 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -4677394.000000 Penalty: 12168.576172
	Iteration 12Q: 3 clusters Score -4677394 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -4677516.000000 Penalty: 12168.576172
	Iteration 13Q: 3 clusters Score -4677516 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -4677628.500000 Penalty: 12168.576172
	Iteration 14Q: 3 clusters Score -4677628 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -4677744.000000 Penalty: 12168.576172
	Iteration 15Q: 3 clusters Score -4677744 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -4677870.000000 Penalty: 12168.576172
	Iteration 16Q: 3 clusters Score -4677870 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -4678018.000000 Penalty: 12168.576172
	Iteration 17Q: 3 clusters Score -4678018 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -4678183.000000 Penalty: 12168.576172
	Iteration 18Q: 3 clusters Score -4678183 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -4678371.500000 Penalty: 12168.576172
	Iteration 19Q: 3 clusters Score -4678372 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -4678568.500000 Penalty: 12168.576172
	Iteration 20F: 3 clusters Score -4678568 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -4678773.000000 Penalty: 12168.576172
	Iteration 21Q: 3 clusters Score -4678773 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -4679031.500000 Penalty: 12168.576172
	Iteration 22Q: 3 clusters Score -4679032 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -4679319.500000 Penalty: 12168.576172
	Iteration 23Q: 3 clusters Score -4679320 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -4679613.000000 Penalty: 12168.576172
	Iteration 24Q: 3 clusters Score -4679613 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -4679937.500000 Penalty: 12168.576172
	Iteration 25Q: 3 clusters Score -4679938 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -4680206.000000 Penalty: 12168.576172
	Iteration 26Q: 3 clusters Score -4680206 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -4680498.500000 Penalty: 12168.576172
	Iteration 27Q: 3 clusters Score -4680498 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -4680702.500000 Penalty: 12168.576172
	Iteration 28Q: 3 clusters Score -4680702 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -4680846.500000 Penalty: 12168.576172
	Iteration 29Q: 3 clusters Score -4680846 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -4681004.000000 Penalty: 12168.576172
	Iteration 30Q: 3 clusters Score -4681004 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -4681126.000000 Penalty: 12168.576172
	Iteration 31Q: 3 clusters Score -4681126 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -4681197.500000 Penalty: 12168.576172
	Iteration 32Q: 3 clusters Score -4681198 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -4681269.000000 Penalty: 12168.576172
	Iteration 33Q: 3 clusters Score -4681269 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -4681356.000000 Penalty: 12168.576172
	Iteration 34Q: 3 clusters Score -4681356 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -4681408.500000 Penalty: 12168.576172
	Iteration 35Q: 3 clusters Score -4681408 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -4681440.000000 Penalty: 12168.576172
	Iteration 36Q: 3 clusters Score -4681440 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -4681468.500000 Penalty: 12168.576172
	Iteration 37Q: 3 clusters Score -4681468 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -4681524.500000 Penalty: 12168.576172
	Iteration 38Q: 3 clusters Score -4681524 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -4681549.000000 Penalty: 12168.576172
	Iteration 39Q: 3 clusters Score -4681549 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -4681578.500000 Penalty: 12168.576172
	Iteration 40F: 3 clusters Score -4681578 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -4681593.000000 Penalty: 12168.576172
	Iteration 41Q: 3 clusters Score -4681593 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -4681623.000000 Penalty: 12168.576172
	Iteration 42Q: 3 clusters Score -4681623 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -4681655.000000 Penalty: 12168.576172
	Iteration 43Q: 3 clusters Score -4681655 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -4681663.500000 Penalty: 12168.576172
	Iteration 44Q: 3 clusters Score -4681664 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -4681680.000000 Penalty: 12168.576172
	Iteration 45Q: 3 clusters Score -4681680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4681701.500000 Penalty: 12168.576172
	Iteration 46Q: 3 clusters Score -4681702 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -4681725.500000 Penalty: 12168.576172
	Iteration 47Q: 3 clusters Score -4681726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -4681751.000000 Penalty: 12168.576172
	Iteration 48Q: 3 clusters Score -4681751 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -4681759.500000 Penalty: 12168.576172
	Iteration 49Q: 3 clusters Score -4681760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -4681776.500000 Penalty: 12168.576172
	Iteration 50Q: 3 clusters Score -4681776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -4681798.500000 Penalty: 12168.576172
	Iteration 51Q: 3 clusters Score -4681798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -4681821.000000 Penalty: 12168.576172
	Iteration 52Q: 3 clusters Score -4681821 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -4681821.500000 Penalty: 12168.576172
	Iteration 53Q: 3 clusters Score -4681822 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -4681837.000000 Penalty: 12168.576172
	Iteration 54Q: 3 clusters Score -4681837 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -4681857.500000 Penalty: 12168.576172
	Iteration 55Q: 3 clusters Score -4681858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -4681871.000000 Penalty: 12168.576172
	Iteration 56Q: 3 clusters Score -4681871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -4681879.500000 Penalty: 12168.576172
	Iteration 57Q: 3 clusters Score -4681880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -4681891.500000 Penalty: 12168.576172
	Iteration 58Q: 3 clusters Score -4681892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -4681902.500000 Penalty: 12168.576172
	Iteration 59Q: 3 clusters Score -4681902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -4681913.000000 Penalty: 12168.576172
	Iteration 60F: 3 clusters Score -4681913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -4681922.000000 Penalty: 12168.576172
	Iteration 61Q: 3 clusters Score -4681922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -4681927.500000 Penalty: 12168.576172
	Iteration 62Q: 3 clusters Score -4681928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -4681936.500000 Penalty: 12168.576172
	Iteration 63Q: 3 clusters Score -4681936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -4681954.000000 Penalty: 12168.576172
	Iteration 64Q: 3 clusters Score -4681954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -4681961.500000 Penalty: 12168.576172
	Iteration 65Q: 3 clusters Score -4681962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -4681965.000000 Penalty: 12168.576172
	Iteration 66Q: 3 clusters Score -4681965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -4681968.000000 Penalty: 12168.576172
	Iteration 67Q: 3 clusters Score -4681968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -4681973.000000 Penalty: 12168.576172
	Iteration 68Q: 3 clusters Score -4681973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -4681988.000000 Penalty: 12168.576172
	Iteration 69Q: 3 clusters Score -4681988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -4681989.000000 Penalty: 12168.576172
	Iteration 70Q: 3 clusters Score -4681989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -4682005.500000 Penalty: 12168.576172
	Iteration 71Q: 3 clusters Score -4682006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -4681999.000000 Penalty: 12168.576172
	Iteration 72Q: 3 clusters Score -4681999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -4682013.500000 Penalty: 12168.576172
	Iteration 73Q: 3 clusters Score -4682014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -4682021.500000 Penalty: 12168.576172
	Iteration 74Q: 3 clusters Score -4682022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -4682032.500000 Penalty: 12168.576172
	Iteration 75Q: 3 clusters Score -4682032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -4682037.500000 Penalty: 12168.576172
	Iteration 76Q: 3 clusters Score -4682038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -4682035.500000 Penalty: 12168.576172
	Iteration 77Q: 3 clusters Score -4682036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4682046.500000 Penalty: 12168.576172
	Iteration 78Q: 3 clusters Score -4682046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -4682038.500000 Penalty: 12168.576172
	Iteration 79Q: 3 clusters Score -4682038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -4682038.500000 Penalty: 12168.576172
	Iteration 80F: 3 clusters Score -4682038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -4682041.500000 Penalty: 12168.576172
	Iteration 81Q: 3 clusters Score -4682042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -4682042.000000 Penalty: 12168.576172
	Iteration 82Q: 3 clusters Score -4682042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -4682044.000000 Penalty: 12168.576172
	Iteration 83Q: 3 clusters Score -4682044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -4682044.000000 Penalty: 12168.576172
	Iteration 84Q: 3 clusters Score -4682044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -4682054.500000 Penalty: 12168.576172
	Iteration 85Q: 3 clusters Score -4682054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -4682057.000000 Penalty: 12168.576172
	Iteration 86Q: 3 clusters Score -4682057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -4682068.500000 Penalty: 12168.576172
	Iteration 87Q: 3 clusters Score -4682068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -4682071.500000 Penalty: 12168.576172
	Iteration 88Q: 3 clusters Score -4682072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4682076.500000 Penalty: 12168.576172
	Iteration 89Q: 3 clusters Score -4682076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -4682085.000000 Penalty: 12168.576172
	Iteration 90Q: 3 clusters Score -4682085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -4682089.000000 Penalty: 12168.576172
	Iteration 91Q: 3 clusters Score -4682089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -4682085.000000 Penalty: 12168.576172
	Iteration 92Q: 3 clusters Score -4682085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -4682097.500000 Penalty: 12168.576172
	Iteration 93Q: 3 clusters Score -4682098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -4682097.500000 Penalty: 12168.576172
	Iteration 94Q: 3 clusters Score -4682098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -4682098.500000 Penalty: 12168.576172
	Iteration 95Q: 3 clusters Score -4682098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4682099.500000 Penalty: 12168.576172
	Iteration 96Q: 3 clusters Score -4682100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -4682096.500000 Penalty: 12168.576172
	Iteration 97Q: 3 clusters Score -4682096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -4682103.000000 Penalty: 12168.576172
	Iteration 98Q: 3 clusters Score -4682103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -4682103.500000 Penalty: 12168.576172
	Iteration 99Q: 3 clusters Score -4682104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -4682098.500000 Penalty: 12168.576172
	Iteration 100F: 3 clusters Score -4682098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -4682100.500000 Penalty: 12168.576172
	Iteration 101Q: 3 clusters Score -4682100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -4682102.000000 Penalty: 12168.576172
	Iteration 102Q: 3 clusters Score -4682102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -4682101.500000 Penalty: 12168.576172
	Iteration 103Q: 3 clusters Score -4682102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4682104.500000 Penalty: 12168.576172
	Iteration 104Q: 3 clusters Score -4682104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -4682100.000000 Penalty: 12168.576172
	Iteration 105Q: 3 clusters Score -4682100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -4682103.000000 Penalty: 12168.576172
	Iteration 106Q: 3 clusters Score -4682103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -4682112.000000 Penalty: 12168.576172
	Iteration 107Q: 3 clusters Score -4682112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4682113.000000 Penalty: 12168.576172
	Iteration 108Q: 3 clusters Score -4682113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4682114.000000 Penalty: 12168.576172
	Iteration 109Q: 3 clusters Score -4682114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -4682123.000000 Penalty: 12168.576172
	Iteration 110Q: 3 clusters Score -4682123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -4682118.500000 Penalty: 12168.576172
	Iteration 111Q: 3 clusters Score -4682118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -4682121.500000 Penalty: 12168.576172
	Iteration 112Q: 3 clusters Score -4682122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -4682117.000000 Penalty: 12168.576172
	Iteration 113Q: 3 clusters Score -4682117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -4682122.000000 Penalty: 12168.576172
	Iteration 114Q: 3 clusters Score -4682122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -4682122.000000 Penalty: 12168.576172
	Iteration 115F: 3 clusters Score -4682122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Entering Unmasked Estep 
Score: -2570538.500000 Penalty: 5713.530273
	Iteration 0F: 2 clusters Score -2570538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2559479.750000 Penalty: 11427.060547
	Iteration 0F: 3 clusters Score -2559480 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2562048.250000 Penalty: 11427.060547
	Iteration 1F: 3 clusters Score -2562048 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2562635.250000 Penalty: 11427.060547
	Iteration 2F: 3 clusters Score -2562635 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2563031.000000 Penalty: 11427.060547
	Iteration 3F: 3 clusters Score -2563031 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2563359.750000 Penalty: 11427.060547
	Iteration 4Q: 3 clusters Score -2563360 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2563768.500000 Penalty: 11427.060547
	Iteration 5Q: 3 clusters Score -2563768 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2564341.500000 Penalty: 11427.060547
	Iteration 6Q: 3 clusters Score -2564342 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2565160.250000 Penalty: 11427.060547
	Iteration 7F: 3 clusters Score -2565160 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2566025.500000 Penalty: 11427.060547
	Iteration 8F: 3 clusters Score -2566026 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2566851.500000 Penalty: 11427.060547
	Iteration 9F: 3 clusters Score -2566852 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2567707.750000 Penalty: 11427.060547
	Iteration 10F: 3 clusters Score -2567708 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2568423.750000 Penalty: 11427.060547
	Iteration 11Q: 3 clusters Score -2568424 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2568964.500000 Penalty: 11427.060547
	Iteration 12Q: 3 clusters Score -2568964 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2569279.500000 Penalty: 11427.060547
	Iteration 13Q: 3 clusters Score -2569280 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2569481.250000 Penalty: 11427.060547
	Iteration 14Q: 3 clusters Score -2569481 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2569592.250000 Penalty: 11427.060547
	Iteration 15Q: 3 clusters Score -2569592 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2569657.000000 Penalty: 11427.060547
	Iteration 16Q: 3 clusters Score -2569657 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2569715.250000 Penalty: 11427.060547
	Iteration 17Q: 3 clusters Score -2569715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2569734.000000 Penalty: 11427.060547
	Iteration 18Q: 3 clusters Score -2569734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2569749.000000 Penalty: 11427.060547
	Iteration 19Q: 3 clusters Score -2569749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2569755.750000 Penalty: 11427.060547
	Iteration 20F: 3 clusters Score -2569756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2569768.750000 Penalty: 11427.060547
	Iteration 21Q: 3 clusters Score -2569769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2569769.500000 Penalty: 11427.060547
	Iteration 22Q: 3 clusters Score -2569770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2569770.750000 Penalty: 11427.060547
	Iteration 23Q: 3 clusters Score -2569771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2569772.500000 Penalty: 11427.060547
	Iteration 24Q: 3 clusters Score -2569772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2569776.500000 Penalty: 11427.060547
	Iteration 25Q: 3 clusters Score -2569776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2569778.000000 Penalty: 11427.060547
	Iteration 26Q: 3 clusters Score -2569778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2569774.000000 Penalty: 11427.060547
	Iteration 27Q: 3 clusters Score -2569774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2569786.000000 Penalty: 11427.060547
	Iteration 28Q: 3 clusters Score -2569786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2569783.500000 Penalty: 11427.060547
	Iteration 29Q: 3 clusters Score -2569784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2569783.500000 Penalty: 11427.060547
	Iteration 30F: 3 clusters Score -2569784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -618644.125000 Penalty: 4850.605957
	Iteration 0F: 2 clusters Score -618644.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -613084.812500 Penalty: 9701.211914
	Iteration 0F: 3 clusters Score -613084.8 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -613761.250000 Penalty: 9701.211914
	Iteration 1F: 3 clusters Score -613761.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -613963.312500 Penalty: 9701.211914
	Iteration 2F: 3 clusters Score -613963.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -614059.437500 Penalty: 9701.211914
	Iteration 3Q: 3 clusters Score -614059.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -614114.750000 Penalty: 9701.211914
	Iteration 4Q: 3 clusters Score -614114.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -614154.875000 Penalty: 9701.211914
	Iteration 5Q: 3 clusters Score -614154.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -614191.375000 Penalty: 9701.211914
	Iteration 6Q: 3 clusters Score -614191.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -614219.125000 Penalty: 9701.211914
	Iteration 7Q: 3 clusters Score -614219.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -614241.250000 Penalty: 9701.211914
	Iteration 8Q: 3 clusters Score -614241.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -614257.875000 Penalty: 9701.211914
	Iteration 9Q: 3 clusters Score -614257.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -614272.312500 Penalty: 9701.211914
	Iteration 10Q: 3 clusters Score -614272.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -614281.062500 Penalty: 9701.211914
	Iteration 11Q: 3 clusters Score -614281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -614288.187500 Penalty: 9701.211914
	Iteration 12Q: 3 clusters Score -614288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -614291.312500 Penalty: 9701.211914
	Iteration 13Q: 3 clusters Score -614291.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -614292.937500 Penalty: 9701.211914
	Iteration 14Q: 3 clusters Score -614292.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -614293.562500 Penalty: 9701.211914
	Iteration 15Q: 3 clusters Score -614293.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -614293.562500 Penalty: 9701.211914
	Iteration 16F: 3 clusters Score -614293.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -189953.640625 Penalty: 4170.536621
	Iteration 0F: 2 clusters Score -189953.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -185948.984375 Penalty: 8341.073242
	Iteration 0F: 3 clusters Score -185949 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -186288.531250 Penalty: 8341.073242
	Iteration 1F: 3 clusters Score -186288.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -186409.531250 Penalty: 8341.073242
	Iteration 2Q: 3 clusters Score -186409.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -186515.812500 Penalty: 8341.073242
	Iteration 3Q: 3 clusters Score -186515.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -186614.703125 Penalty: 8341.073242
	Iteration 4Q: 3 clusters Score -186614.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -186750.828125 Penalty: 8341.073242
	Iteration 5Q: 3 clusters Score -186750.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -186896.125000 Penalty: 8341.073242
	Iteration 6Q: 3 clusters Score -186896.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -187050.625000 Penalty: 8341.073242
	Iteration 7Q: 3 clusters Score -187050.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -187163.203125 Penalty: 8341.073242
	Iteration 8Q: 3 clusters Score -187163.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -187211.468750 Penalty: 8341.073242
	Iteration 9Q: 3 clusters Score -187211.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -187233.203125 Penalty: 8341.073242
	Iteration 10Q: 3 clusters Score -187233.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -187266.859375 Penalty: 8341.073242
	Iteration 11Q: 3 clusters Score -187266.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -187307.140625 Penalty: 8341.073242
	Iteration 12Q: 3 clusters Score -187307.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -187381.937500 Penalty: 8341.073242
	Iteration 13Q: 3 clusters Score -187381.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -187430.375000 Penalty: 8341.073242
	Iteration 14Q: 3 clusters Score -187430.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -187479.312500 Penalty: 8341.073242
	Iteration 15Q: 3 clusters Score -187479.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -187528.468750 Penalty: 8341.073242
	Iteration 16Q: 3 clusters Score -187528.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -187562.390625 Penalty: 8341.073242
	Iteration 17Q: 3 clusters Score -187562.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -187577.156250 Penalty: 8341.073242
	Iteration 18Q: 3 clusters Score -187577.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -187587.375000 Penalty: 8341.073242
	Iteration 19Q: 3 clusters Score -187587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -187605.281250 Penalty: 8341.073242
	Iteration 20F: 3 clusters Score -187605.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -187621.562500 Penalty: 8341.073242
	Iteration 21Q: 3 clusters Score -187621.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -187644.062500 Penalty: 8341.073242
	Iteration 22Q: 3 clusters Score -187644.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -187671.812500 Penalty: 8341.073242
	Iteration 23Q: 3 clusters Score -187671.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -187695.765625 Penalty: 8341.073242
	Iteration 24Q: 3 clusters Score -187695.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -187695.765625 Penalty: 8341.073242
	Iteration 25F: 3 clusters Score -187695.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Entering Unmasked Estep 
Score: -1754324.000000 Penalty: 5489.308105
	Iteration 0F: 2 clusters Score -1754324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1745387.000000 Penalty: 10978.616211
	Iteration 0F: 3 clusters Score -1745387 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1747097.125000 Penalty: 10978.616211
	Iteration 1F: 3 clusters Score -1747097 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1747536.250000 Penalty: 10978.616211
	Iteration 2F: 3 clusters Score -1747536 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1747855.375000 Penalty: 10978.616211
	Iteration 3F: 3 clusters Score -1747855 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1748101.375000 Penalty: 10978.616211
	Iteration 4Q: 3 clusters Score -1748101 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1748332.875000 Penalty: 10978.616211
	Iteration 5Q: 3 clusters Score -1748333 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1748520.000000 Penalty: 10978.616211
	Iteration 6Q: 3 clusters Score -1748520 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1748625.875000 Penalty: 10978.616211
	Iteration 7Q: 3 clusters Score -1748626 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1748714.500000 Penalty: 10978.616211
	Iteration 8Q: 3 clusters Score -1748714 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1748802.500000 Penalty: 10978.616211
	Iteration 9Q: 3 clusters Score -1748802 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1748878.500000 Penalty: 10978.616211
	Iteration 10Q: 3 clusters Score -1748878 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1748947.500000 Penalty: 10978.616211
	Iteration 11Q: 3 clusters Score -1748948 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1749031.500000 Penalty: 10978.616211
	Iteration 12Q: 3 clusters Score -1749032 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1749103.125000 Penalty: 10978.616211
	Iteration 13Q: 3 clusters Score -1749103 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1749190.125000 Penalty: 10978.616211
	Iteration 14Q: 3 clusters Score -1749190 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1749290.500000 Penalty: 10978.616211
	Iteration 15Q: 3 clusters Score -1749290 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1749416.750000 Penalty: 10978.616211
	Iteration 16Q: 3 clusters Score -1749417 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1749552.250000 Penalty: 10978.616211
	Iteration 17Q: 3 clusters Score -1749552 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1749674.000000 Penalty: 10978.616211
	Iteration 18Q: 3 clusters Score -1749674 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1749781.625000 Penalty: 10978.616211
	Iteration 19Q: 3 clusters Score -1749782 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1749873.375000 Penalty: 10978.616211
	Iteration 20F: 3 clusters Score -1749873 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1749959.875000 Penalty: 10978.616211
	Iteration 21Q: 3 clusters Score -1749960 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1750039.000000 Penalty: 10978.616211
	Iteration 22Q: 3 clusters Score -1750039 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1750113.750000 Penalty: 10978.616211
	Iteration 23Q: 3 clusters Score -1750114 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1750200.500000 Penalty: 10978.616211
	Iteration 24Q: 3 clusters Score -1750200 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1750307.000000 Penalty: 10978.616211
	Iteration 25Q: 3 clusters Score -1750307 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1750392.375000 Penalty: 10978.616211
	Iteration 26Q: 3 clusters Score -1750392 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1750480.000000 Penalty: 10978.616211
	Iteration 27Q: 3 clusters Score -1750480 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1750591.625000 Penalty: 10978.616211
	Iteration 28Q: 3 clusters Score -1750592 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1750690.750000 Penalty: 10978.616211
	Iteration 29Q: 3 clusters Score -1750691 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1750767.500000 Penalty: 10978.616211
	Iteration 30Q: 3 clusters Score -1750768 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1750822.750000 Penalty: 10978.616211
	Iteration 31Q: 3 clusters Score -1750823 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1750880.250000 Penalty: 10978.616211
	Iteration 32Q: 3 clusters Score -1750880 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1750925.750000 Penalty: 10978.616211
	Iteration 33Q: 3 clusters Score -1750926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1750962.625000 Penalty: 10978.616211
	Iteration 34Q: 3 clusters Score -1750963 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1750996.250000 Penalty: 10978.616211
	Iteration 35Q: 3 clusters Score -1750996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1751026.875000 Penalty: 10978.616211
	Iteration 36Q: 3 clusters Score -1751027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1751052.875000 Penalty: 10978.616211
	Iteration 37Q: 3 clusters Score -1751053 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1751074.250000 Penalty: 10978.616211
	Iteration 38Q: 3 clusters Score -1751074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1751100.875000 Penalty: 10978.616211
	Iteration 39Q: 3 clusters Score -1751101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1751122.500000 Penalty: 10978.616211
	Iteration 40F: 3 clusters Score -1751122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1751136.000000 Penalty: 10978.616211
	Iteration 41Q: 3 clusters Score -1751136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1751141.625000 Penalty: 10978.616211
	Iteration 42Q: 3 clusters Score -1751142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1751154.375000 Penalty: 10978.616211
	Iteration 43Q: 3 clusters Score -1751154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1751172.000000 Penalty: 10978.616211
	Iteration 44Q: 3 clusters Score -1751172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1751182.250000 Penalty: 10978.616211
	Iteration 45Q: 3 clusters Score -1751182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1751191.750000 Penalty: 10978.616211
	Iteration 46Q: 3 clusters Score -1751192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1751199.750000 Penalty: 10978.616211
	Iteration 47Q: 3 clusters Score -1751200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1751209.000000 Penalty: 10978.616211
	Iteration 48Q: 3 clusters Score -1751209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1751219.000000 Penalty: 10978.616211
	Iteration 49Q: 3 clusters Score -1751219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1751223.750000 Penalty: 10978.616211
	Iteration 50Q: 3 clusters Score -1751224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1751223.875000 Penalty: 10978.616211
	Iteration 51Q: 3 clusters Score -1751224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1751232.125000 Penalty: 10978.616211
	Iteration 52Q: 3 clusters Score -1751232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1751234.625000 Penalty: 10978.616211
	Iteration 53Q: 3 clusters Score -1751235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1751234.250000 Penalty: 10978.616211
	Iteration 54Q: 3 clusters Score -1751234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1751232.250000 Penalty: 10978.616211
	Iteration 55Q: 3 clusters Score -1751232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1751236.500000 Penalty: 10978.616211
	Iteration 56Q: 3 clusters Score -1751236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1751237.750000 Penalty: 10978.616211
	Iteration 57Q: 3 clusters Score -1751238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1751241.125000 Penalty: 10978.616211
	Iteration 58Q: 3 clusters Score -1751241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1751241.000000 Penalty: 10978.616211
	Iteration 59Q: 3 clusters Score -1751241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1751241.000000 Penalty: 10978.616211
	Iteration 60F: 3 clusters Score -1751241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Entering Unmasked Estep 
Score: -3054113.500000 Penalty: 5819.357910
	Iteration 0F: 2 clusters Score -3054114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -3041835.500000 Penalty: 11638.715820
	Iteration 0F: 3 clusters Score -3041836 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -3044593.000000 Penalty: 11638.715820
	Iteration 1F: 3 clusters Score -3044593 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -3045070.000000 Penalty: 11638.715820
	Iteration 2F: 3 clusters Score -3045070 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3045350.250000 Penalty: 11638.715820
	Iteration 3Q: 3 clusters Score -3045350 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3045531.000000 Penalty: 11638.715820
	Iteration 4Q: 3 clusters Score -3045531 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3045675.000000 Penalty: 11638.715820
	Iteration 5Q: 3 clusters Score -3045675 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -3045779.000000 Penalty: 11638.715820
	Iteration 6Q: 3 clusters Score -3045779 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3045889.000000 Penalty: 11638.715820
	Iteration 7Q: 3 clusters Score -3045889 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -3045970.750000 Penalty: 11638.715820
	Iteration 8Q: 3 clusters Score -3045971 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -3046024.000000 Penalty: 11638.715820
	Iteration 9Q: 3 clusters Score -3046024 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3046107.750000 Penalty: 11638.715820
	Iteration 10Q: 3 clusters Score -3046108 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -3046179.750000 Penalty: 11638.715820
	Iteration 11Q: 3 clusters Score -3046180 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -3046281.000000 Penalty: 11638.715820
	Iteration 12Q: 3 clusters Score -3046281 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -3046371.000000 Penalty: 11638.715820
	Iteration 13Q: 3 clusters Score -3046371 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3046454.750000 Penalty: 11638.715820
	Iteration 14Q: 3 clusters Score -3046455 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3046547.500000 Penalty: 11638.715820
	Iteration 15Q: 3 clusters Score -3046548 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -3046638.750000 Penalty: 11638.715820
	Iteration 16Q: 3 clusters Score -3046639 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -3046740.250000 Penalty: 11638.715820
	Iteration 17Q: 3 clusters Score -3046740 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -3046839.000000 Penalty: 11638.715820
	Iteration 18Q: 3 clusters Score -3046839 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3046965.000000 Penalty: 11638.715820
	Iteration 19Q: 3 clusters Score -3046965 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3047078.750000 Penalty: 11638.715820
	Iteration 20F: 3 clusters Score -3047079 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -3047226.750000 Penalty: 11638.715820
	Iteration 21Q: 3 clusters Score -3047227 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -3047333.750000 Penalty: 11638.715820
	Iteration 22Q: 3 clusters Score -3047334 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -3047460.500000 Penalty: 11638.715820
	Iteration 23Q: 3 clusters Score -3047460 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -3047597.000000 Penalty: 11638.715820
	Iteration 24Q: 3 clusters Score -3047597 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3047706.250000 Penalty: 11638.715820
	Iteration 25Q: 3 clusters Score -3047706 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -3047797.250000 Penalty: 11638.715820
	Iteration 26Q: 3 clusters Score -3047797 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3047891.750000 Penalty: 11638.715820
	Iteration 27Q: 3 clusters Score -3047892 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -3047980.500000 Penalty: 11638.715820
	Iteration 28Q: 3 clusters Score -3047980 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3048046.750000 Penalty: 11638.715820
	Iteration 29Q: 3 clusters Score -3048047 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -3048118.500000 Penalty: 11638.715820
	Iteration 30Q: 3 clusters Score -3048118 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -3048199.000000 Penalty: 11638.715820
	Iteration 31Q: 3 clusters Score -3048199 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -3048253.500000 Penalty: 11638.715820
	Iteration 32Q: 3 clusters Score -3048254 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3048323.000000 Penalty: 11638.715820
	Iteration 33Q: 3 clusters Score -3048323 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -3048374.000000 Penalty: 11638.715820
	Iteration 34Q: 3 clusters Score -3048374 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -3048415.750000 Penalty: 11638.715820
	Iteration 35Q: 3 clusters Score -3048416 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3048458.000000 Penalty: 11638.715820
	Iteration 36Q: 3 clusters Score -3048458 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3048489.000000 Penalty: 11638.715820
	Iteration 37Q: 3 clusters Score -3048489 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -3048517.250000 Penalty: 11638.715820
	Iteration 38Q: 3 clusters Score -3048517 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -3048538.250000 Penalty: 11638.715820
	Iteration 39Q: 3 clusters Score -3048538 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3048541.250000 Penalty: 11638.715820
	Iteration 40F: 3 clusters Score -3048541 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -3048568.750000 Penalty: 11638.715820
	Iteration 41Q: 3 clusters Score -3048569 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -3048580.250000 Penalty: 11638.715820
	Iteration 42Q: 3 clusters Score -3048580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -3048596.500000 Penalty: 11638.715820
	Iteration 43Q: 3 clusters Score -3048596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -3048601.250000 Penalty: 11638.715820
	Iteration 44Q: 3 clusters Score -3048601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3048614.000000 Penalty: 11638.715820
	Iteration 45Q: 3 clusters Score -3048614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -3048615.500000 Penalty: 11638.715820
	Iteration 46Q: 3 clusters Score -3048616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3048633.500000 Penalty: 11638.715820
	Iteration 47Q: 3 clusters Score -3048634 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3048642.750000 Penalty: 11638.715820
	Iteration 48Q: 3 clusters Score -3048643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -3048648.250000 Penalty: 11638.715820
	Iteration 49Q: 3 clusters Score -3048648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3048656.750000 Penalty: 11638.715820
	Iteration 50Q: 3 clusters Score -3048657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3048662.500000 Penalty: 11638.715820
	Iteration 51Q: 3 clusters Score -3048662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -3048667.000000 Penalty: 11638.715820
	Iteration 52Q: 3 clusters Score -3048667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -3048670.000000 Penalty: 11638.715820
	Iteration 53Q: 3 clusters Score -3048670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -3048678.500000 Penalty: 11638.715820
	Iteration 54Q: 3 clusters Score -3048678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3048686.500000 Penalty: 11638.715820
	Iteration 55Q: 3 clusters Score -3048686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -3048690.250000 Penalty: 11638.715820
	Iteration 56Q: 3 clusters Score -3048690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3048692.500000 Penalty: 11638.715820
	Iteration 57Q: 3 clusters Score -3048692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -3048695.500000 Penalty: 11638.715820
	Iteration 58Q: 3 clusters Score -3048696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -3048714.000000 Penalty: 11638.715820
	Iteration 59Q: 3 clusters Score -3048714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -3048711.250000 Penalty: 11638.715820
	Iteration 60F: 3 clusters Score -3048711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -3048717.750000 Penalty: 11638.715820
	Iteration 61Q: 3 clusters Score -3048718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -3048711.250000 Penalty: 11638.715820
	Iteration 62Q: 3 clusters Score -3048711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -3048711.000000 Penalty: 11638.715820
	Iteration 63Q: 3 clusters Score -3048711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3048709.500000 Penalty: 11638.715820
	Iteration 64Q: 3 clusters Score -3048710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3048715.250000 Penalty: 11638.715820
	Iteration 65Q: 3 clusters Score -3048715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -3048713.000000 Penalty: 11638.715820
	Iteration 66Q: 3 clusters Score -3048713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -3048717.000000 Penalty: 11638.715820
	Iteration 67Q: 3 clusters Score -3048717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3048714.750000 Penalty: 11638.715820
	Iteration 68Q: 3 clusters Score -3048715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3048715.250000 Penalty: 11638.715820
	Iteration 69Q: 3 clusters Score -3048715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3048714.500000 Penalty: 11638.715820
	Iteration 70Q: 3 clusters Score -3048714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3048716.500000 Penalty: 11638.715820
	Iteration 71Q: 3 clusters Score -3048716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -3048714.750000 Penalty: 11638.715820
	Iteration 72Q: 3 clusters Score -3048715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3048713.000000 Penalty: 11638.715820
	Iteration 73Q: 3 clusters Score -3048713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3048717.250000 Penalty: 11638.715820
	Iteration 74Q: 3 clusters Score -3048717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3048719.500000 Penalty: 11638.715820
	Iteration 75Q: 3 clusters Score -3048720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -3048718.750000 Penalty: 11638.715820
	Iteration 76Q: 3 clusters Score -3048719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3048723.500000 Penalty: 11638.715820
	Iteration 77Q: 3 clusters Score -3048724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -3048721.750000 Penalty: 11638.715820
	Iteration 78Q: 3 clusters Score -3048722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3048724.000000 Penalty: 11638.715820
	Iteration 79Q: 3 clusters Score -3048724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -3048727.250000 Penalty: 11638.715820
	Iteration 80F: 3 clusters Score -3048727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Entering Unmasked Estep 
Score: -7309669.000000 Penalty: 6365.629883
	Iteration 0F: 2 clusters Score -7309669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -7285083.000000 Penalty: 12731.259766
	Iteration 0F: 3 clusters Score -7285083 nChanged 13992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -7292623.000000 Penalty: 12731.259766
	Iteration 1F: 3 clusters Score -7292623 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -7293425.000000 Penalty: 12731.259766
	Iteration 2F: 3 clusters Score -7293425 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -7294056.000000 Penalty: 12731.259766
	Iteration 3Q: 3 clusters Score -7294056 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -7294592.000000 Penalty: 12731.259766
	Iteration 4Q: 3 clusters Score -7294592 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -7295047.000000 Penalty: 12731.259766
	Iteration 5Q: 3 clusters Score -7295047 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -7295483.500000 Penalty: 12731.259766
	Iteration 6Q: 3 clusters Score -7295484 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -7295929.500000 Penalty: 12731.259766
	Iteration 7Q: 3 clusters Score -7295930 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -7296309.000000 Penalty: 12731.259766
	Iteration 8Q: 3 clusters Score -7296309 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -7296654.500000 Penalty: 12731.259766
	Iteration 9Q: 3 clusters Score -7296654 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -7296992.500000 Penalty: 12731.259766
	Iteration 10Q: 3 clusters Score -7296992 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -7297376.000000 Penalty: 12731.259766
	Iteration 11Q: 3 clusters Score -7297376 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -7297750.000000 Penalty: 12731.259766
	Iteration 12Q: 3 clusters Score -7297750 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -7298149.000000 Penalty: 12731.259766
	Iteration 13Q: 3 clusters Score -7298149 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -7298554.000000 Penalty: 12731.259766
	Iteration 14Q: 3 clusters Score -7298554 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -7298951.500000 Penalty: 12731.259766
	Iteration 15Q: 3 clusters Score -7298952 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -7299323.500000 Penalty: 12731.259766
	Iteration 16Q: 3 clusters Score -7299324 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -7299690.000000 Penalty: 12731.259766
	Iteration 17Q: 3 clusters Score -7299690 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -7300076.000000 Penalty: 12731.259766
	Iteration 18Q: 3 clusters Score -7300076 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -7300372.500000 Penalty: 12731.259766
	Iteration 19Q: 3 clusters Score -7300372 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -7300674.500000 Penalty: 12731.259766
	Iteration 20F: 3 clusters Score -7300674 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -7301052.000000 Penalty: 12731.259766
	Iteration 21Q: 3 clusters Score -7301052 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -7301459.000000 Penalty: 12731.259766
	Iteration 22Q: 3 clusters Score -7301459 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -7301903.000000 Penalty: 12731.259766
	Iteration 23Q: 3 clusters Score -7301903 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -7302453.500000 Penalty: 12731.259766
	Iteration 24Q: 3 clusters Score -7302454 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -7303152.000000 Penalty: 12731.259766
	Iteration 25Q: 3 clusters Score -7303152 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -7304106.000000 Penalty: 12731.259766
	Iteration 26Q: 3 clusters Score -7304106 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -7304561.500000 Penalty: 12731.259766
	Iteration 27Q: 3 clusters Score -7304562 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -7304777.000000 Penalty: 12731.259766
	Iteration 28Q: 3 clusters Score -7304777 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -7304905.000000 Penalty: 12731.259766
	Iteration 29Q: 3 clusters Score -7304905 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -7304967.000000 Penalty: 12731.259766
	Iteration 30Q: 3 clusters Score -7304967 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -7305034.000000 Penalty: 12731.259766
	Iteration 31Q: 3 clusters Score -7305034 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -7305080.000000 Penalty: 12731.259766
	Iteration 32Q: 3 clusters Score -7305080 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -7305107.500000 Penalty: 12731.259766
	Iteration 33Q: 3 clusters Score -7305108 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -7305123.500000 Penalty: 12731.259766
	Iteration 34Q: 3 clusters Score -7305124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -7305132.000000 Penalty: 12731.259766
	Iteration 35Q: 3 clusters Score -7305132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -7305150.500000 Penalty: 12731.259766
	Iteration 36Q: 3 clusters Score -7305150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -7305160.000000 Penalty: 12731.259766
	Iteration 37Q: 3 clusters Score -7305160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -7305171.000000 Penalty: 12731.259766
	Iteration 38Q: 3 clusters Score -7305171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -7305164.000000 Penalty: 12731.259766
	Iteration 39Q: 3 clusters Score -7305164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -7305173.500000 Penalty: 12731.259766
	Iteration 40F: 3 clusters Score -7305174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -7305185.500000 Penalty: 12731.259766
	Iteration 41Q: 3 clusters Score -7305186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -7305186.000000 Penalty: 12731.259766
	Iteration 42Q: 3 clusters Score -7305186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -7305185.500000 Penalty: 12731.259766
	Iteration 43Q: 3 clusters Score -7305186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -7305197.500000 Penalty: 12731.259766
	Iteration 44Q: 3 clusters Score -7305198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -7305198.500000 Penalty: 12731.259766
	Iteration 45Q: 3 clusters Score -7305198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7305222.000000 Penalty: 12731.259766
	Iteration 46Q: 3 clusters Score -7305222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -7305221.500000 Penalty: 12731.259766
	Iteration 47Q: 3 clusters Score -7305222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7305233.500000 Penalty: 12731.259766
	Iteration 48Q: 3 clusters Score -7305234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -7305236.000000 Penalty: 12731.259766
	Iteration 49Q: 3 clusters Score -7305236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -7305234.500000 Penalty: 12731.259766
	Iteration 50Q: 3 clusters Score -7305234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -7305230.500000 Penalty: 12731.259766
	Iteration 51Q: 3 clusters Score -7305230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -7305227.000000 Penalty: 12731.259766
	Iteration 52Q: 3 clusters Score -7305227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -7305236.000000 Penalty: 12731.259766
	Iteration 53Q: 3 clusters Score -7305236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -7305243.000000 Penalty: 12731.259766
	Iteration 54Q: 3 clusters Score -7305243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -7305233.500000 Penalty: 12731.259766
	Iteration 55Q: 3 clusters Score -7305234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -7305228.500000 Penalty: 12731.259766
	Iteration 56Q: 3 clusters Score -7305228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -7305229.500000 Penalty: 12731.259766
	Iteration 57Q: 3 clusters Score -7305230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -7305226.000000 Penalty: 12731.259766
	Iteration 58Q: 3 clusters Score -7305226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -7305237.000000 Penalty: 12731.259766
	Iteration 59Q: 3 clusters Score -7305237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -7305231.500000 Penalty: 12731.259766
	Iteration 60F: 3 clusters Score -7305232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7305241.000000 Penalty: 12731.259766
	Iteration 61Q: 3 clusters Score -7305241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -7305245.500000 Penalty: 12731.259766
	Iteration 62Q: 3 clusters Score -7305246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -7305255.000000 Penalty: 12731.259766
	Iteration 63Q: 3 clusters Score -7305255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7305242.500000 Penalty: 12731.259766
	Iteration 64Q: 3 clusters Score -7305242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7305237.000000 Penalty: 12731.259766
	Iteration 65Q: 3 clusters Score -7305237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -7305235.000000 Penalty: 12731.259766
	Iteration 66Q: 3 clusters Score -7305235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -7305232.500000 Penalty: 12731.259766
	Iteration 67Q: 3 clusters Score -7305232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -7305232.500000 Penalty: 12731.259766
	Iteration 68F: 3 clusters Score -7305232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Entering Unmasked Estep 
Score: -4046875.250000 Penalty: 5998.316406
	Iteration 0F: 2 clusters Score -4046875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -4031783.000000 Penalty: 11996.632812
	Iteration 0F: 3 clusters Score -4031783 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -4035568.250000 Penalty: 11996.632812
	Iteration 1F: 3 clusters Score -4035568 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -4036272.250000 Penalty: 11996.632812
	Iteration 2F: 3 clusters Score -4036272 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -4036827.000000 Penalty: 11996.632812
	Iteration 3F: 3 clusters Score -4036827 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -4037236.500000 Penalty: 11996.632812
	Iteration 4Q: 3 clusters Score -4037236 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -4037644.000000 Penalty: 11996.632812
	Iteration 5Q: 3 clusters Score -4037644 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -4037990.250000 Penalty: 11996.632812
	Iteration 6Q: 3 clusters Score -4037990 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -4038245.750000 Penalty: 11996.632812
	Iteration 7Q: 3 clusters Score -4038246 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -4038498.750000 Penalty: 11996.632812
	Iteration 8Q: 3 clusters Score -4038499 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -4038726.000000 Penalty: 11996.632812
	Iteration 9Q: 3 clusters Score -4038726 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -4038920.750000 Penalty: 11996.632812
	Iteration 10Q: 3 clusters Score -4038921 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -4039111.500000 Penalty: 11996.632812
	Iteration 11Q: 3 clusters Score -4039112 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -4039294.250000 Penalty: 11996.632812
	Iteration 12Q: 3 clusters Score -4039294 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -4039463.500000 Penalty: 11996.632812
	Iteration 13Q: 3 clusters Score -4039464 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -4039635.000000 Penalty: 11996.632812
	Iteration 14Q: 3 clusters Score -4039635 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -4039807.500000 Penalty: 11996.632812
	Iteration 15Q: 3 clusters Score -4039808 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -4039961.500000 Penalty: 11996.632812
	Iteration 16Q: 3 clusters Score -4039962 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -4040100.000000 Penalty: 11996.632812
	Iteration 17Q: 3 clusters Score -4040100 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -4040249.500000 Penalty: 11996.632812
	Iteration 18Q: 3 clusters Score -4040250 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -4040353.250000 Penalty: 11996.632812
	Iteration 19Q: 3 clusters Score -4040353 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -4040468.250000 Penalty: 11996.632812
	Iteration 20F: 3 clusters Score -4040468 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -4040575.750000 Penalty: 11996.632812
	Iteration 21Q: 3 clusters Score -4040576 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -4040685.500000 Penalty: 11996.632812
	Iteration 22Q: 3 clusters Score -4040686 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -4040770.750000 Penalty: 11996.632812
	Iteration 23Q: 3 clusters Score -4040771 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -4040868.750000 Penalty: 11996.632812
	Iteration 24Q: 3 clusters Score -4040869 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -4040964.250000 Penalty: 11996.632812
	Iteration 25Q: 3 clusters Score -4040964 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -4041039.000000 Penalty: 11996.632812
	Iteration 26Q: 3 clusters Score -4041039 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -4041130.000000 Penalty: 11996.632812
	Iteration 27Q: 3 clusters Score -4041130 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -4041218.000000 Penalty: 11996.632812
	Iteration 28Q: 3 clusters Score -4041218 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -4041318.250000 Penalty: 11996.632812
	Iteration 29Q: 3 clusters Score -4041318 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -4041410.750000 Penalty: 11996.632812
	Iteration 30Q: 3 clusters Score -4041411 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -4041500.000000 Penalty: 11996.632812
	Iteration 31Q: 3 clusters Score -4041500 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -4041578.750000 Penalty: 11996.632812
	Iteration 32Q: 3 clusters Score -4041579 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -4041646.500000 Penalty: 11996.632812
	Iteration 33Q: 3 clusters Score -4041646 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -4041715.750000 Penalty: 11996.632812
	Iteration 34Q: 3 clusters Score -4041716 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -4041747.750000 Penalty: 11996.632812
	Iteration 35Q: 3 clusters Score -4041748 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -4041798.500000 Penalty: 11996.632812
	Iteration 36Q: 3 clusters Score -4041798 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -4041844.500000 Penalty: 11996.632812
	Iteration 37Q: 3 clusters Score -4041844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -4041876.500000 Penalty: 11996.632812
	Iteration 38Q: 3 clusters Score -4041876 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -4041910.250000 Penalty: 11996.632812
	Iteration 39Q: 3 clusters Score -4041910 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -4041925.250000 Penalty: 11996.632812
	Iteration 40F: 3 clusters Score -4041925 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -4041953.750000 Penalty: 11996.632812
	Iteration 41Q: 3 clusters Score -4041954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -4041978.250000 Penalty: 11996.632812
	Iteration 42Q: 3 clusters Score -4041978 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -4041998.500000 Penalty: 11996.632812
	Iteration 43Q: 3 clusters Score -4041998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -4042009.250000 Penalty: 11996.632812
	Iteration 44Q: 3 clusters Score -4042009 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -4042014.000000 Penalty: 11996.632812
	Iteration 45Q: 3 clusters Score -4042014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -4042019.750000 Penalty: 11996.632812
	Iteration 46Q: 3 clusters Score -4042020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -4042032.500000 Penalty: 11996.632812
	Iteration 47Q: 3 clusters Score -4042032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -4042047.750000 Penalty: 11996.632812
	Iteration 48Q: 3 clusters Score -4042048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -4042057.000000 Penalty: 11996.632812
	Iteration 49Q: 3 clusters Score -4042057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -4042052.250000 Penalty: 11996.632812
	Iteration 50Q: 3 clusters Score -4042052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -4042069.250000 Penalty: 11996.632812
	Iteration 51Q: 3 clusters Score -4042069 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -4042080.500000 Penalty: 11996.632812
	Iteration 52Q: 3 clusters Score -4042080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -4042100.750000 Penalty: 11996.632812
	Iteration 53Q: 3 clusters Score -4042101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -4042105.000000 Penalty: 11996.632812
	Iteration 54Q: 3 clusters Score -4042105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -4042106.000000 Penalty: 11996.632812
	Iteration 55Q: 3 clusters Score -4042106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -4042101.000000 Penalty: 11996.632812
	Iteration 56Q: 3 clusters Score -4042101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -4042114.750000 Penalty: 11996.632812
	Iteration 57Q: 3 clusters Score -4042115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -4042123.000000 Penalty: 11996.632812
	Iteration 58Q: 3 clusters Score -4042123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -4042130.000000 Penalty: 11996.632812
	Iteration 59Q: 3 clusters Score -4042130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -4042126.500000 Penalty: 11996.632812
	Iteration 60F: 3 clusters Score -4042126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -4042136.750000 Penalty: 11996.632812
	Iteration 61Q: 3 clusters Score -4042137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -4042136.750000 Penalty: 11996.632812
	Iteration 62Q: 3 clusters Score -4042137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -4042141.250000 Penalty: 11996.632812
	Iteration 63Q: 3 clusters Score -4042141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4042141.750000 Penalty: 11996.632812
	Iteration 64Q: 3 clusters Score -4042142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -4042145.000000 Penalty: 11996.632812
	Iteration 65Q: 3 clusters Score -4042145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -4042151.250000 Penalty: 11996.632812
	Iteration 66Q: 3 clusters Score -4042151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -4042156.000000 Penalty: 11996.632812
	Iteration 67Q: 3 clusters Score -4042156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -4042166.250000 Penalty: 11996.632812
	Iteration 68Q: 3 clusters Score -4042166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -4042165.750000 Penalty: 11996.632812
	Iteration 69Q: 3 clusters Score -4042166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -4042165.250000 Penalty: 11996.632812
	Iteration 70Q: 3 clusters Score -4042165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -4042173.250000 Penalty: 11996.632812
	Iteration 71Q: 3 clusters Score -4042173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -4042182.250000 Penalty: 11996.632812
	Iteration 72Q: 3 clusters Score -4042182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -4042188.500000 Penalty: 11996.632812
	Iteration 73Q: 3 clusters Score -4042188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -4042195.000000 Penalty: 11996.632812
	Iteration 74Q: 3 clusters Score -4042195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4042193.250000 Penalty: 11996.632812
	Iteration 75Q: 3 clusters Score -4042193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -4042201.750000 Penalty: 11996.632812
	Iteration 76Q: 3 clusters Score -4042202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -4042216.500000 Penalty: 11996.632812
	Iteration 77Q: 3 clusters Score -4042216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -4042205.000000 Penalty: 11996.632812
	Iteration 78Q: 3 clusters Score -4042205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4042205.500000 Penalty: 11996.632812
	Iteration 79Q: 3 clusters Score -4042206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -4042210.750000 Penalty: 11996.632812
	Iteration 80F: 3 clusters Score -4042211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -4042214.500000 Penalty: 11996.632812
	Iteration 81Q: 3 clusters Score -4042214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4042215.250000 Penalty: 11996.632812
	Iteration 82Q: 3 clusters Score -4042215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -4042213.500000 Penalty: 11996.632812
	Iteration 83Q: 3 clusters Score -4042214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4042215.750000 Penalty: 11996.632812
	Iteration 84Q: 3 clusters Score -4042216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -4042221.250000 Penalty: 11996.632812
	Iteration 85Q: 3 clusters Score -4042221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -4042221.000000 Penalty: 11996.632812
	Iteration 86Q: 3 clusters Score -4042221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -4042220.250000 Penalty: 11996.632812
	Iteration 87Q: 3 clusters Score -4042220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4042230.250000 Penalty: 11996.632812
	Iteration 88Q: 3 clusters Score -4042230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -4042233.750000 Penalty: 11996.632812
	Iteration 89Q: 3 clusters Score -4042234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4042234.000000 Penalty: 11996.632812
	Iteration 90Q: 3 clusters Score -4042234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -4042247.500000 Penalty: 11996.632812
	Iteration 91Q: 3 clusters Score -4042248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4042251.000000 Penalty: 11996.632812
	Iteration 92Q: 3 clusters Score -4042251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -4042251.500000 Penalty: 11996.632812
	Iteration 93Q: 3 clusters Score -4042252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -4042257.750000 Penalty: 11996.632812
	Iteration 94Q: 3 clusters Score -4042258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -4042251.750000 Penalty: 11996.632812
	Iteration 95Q: 3 clusters Score -4042252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -4042250.250000 Penalty: 11996.632812
	Iteration 96Q: 3 clusters Score -4042250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -4042255.500000 Penalty: 11996.632812
	Iteration 97Q: 3 clusters Score -4042256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -4042258.000000 Penalty: 11996.632812
	Iteration 98Q: 3 clusters Score -4042258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4042254.000000 Penalty: 11996.632812
	Iteration 99Q: 3 clusters Score -4042254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4042255.000000 Penalty: 11996.632812
	Iteration 100F: 3 clusters Score -4042255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -4042252.000000 Penalty: 11996.632812
	Iteration 101Q: 3 clusters Score -4042252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -4042255.000000 Penalty: 11996.632812
	Iteration 102Q: 3 clusters Score -4042255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -4042255.000000 Penalty: 11996.632812
	Iteration 103F: 3 clusters Score -4042255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -151749.953125 Penalty: 4049.051270
	Iteration 0F: 2 clusters Score -151750 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 361 members 
Entering Unmasked Estep 
Score: -148025.187500 Penalty: 8098.102539
	Iteration 0F: 3 clusters Score -148025.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -148303.515625 Penalty: 8098.102539
	Iteration 1F: 3 clusters Score -148303.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -148456.703125 Penalty: 8098.102539
	Iteration 2Q: 3 clusters Score -148456.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -148576.890625 Penalty: 8098.102539
	Iteration 3Q: 3 clusters Score -148576.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -148734.578125 Penalty: 8098.102539
	Iteration 4Q: 3 clusters Score -148734.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -148968.421875 Penalty: 8098.102539
	Iteration 5Q: 3 clusters Score -148968.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -149016.265625 Penalty: 8098.102539
	Iteration 6Q: 3 clusters Score -149016.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -149071.109375 Penalty: 8098.102539
	Iteration 7Q: 3 clusters Score -149071.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -149113.796875 Penalty: 8098.102539
	Iteration 8Q: 3 clusters Score -149113.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -149169.671875 Penalty: 8098.102539
	Iteration 9Q: 3 clusters Score -149169.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -149218.703125 Penalty: 8098.102539
	Iteration 10Q: 3 clusters Score -149218.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -149241.156250 Penalty: 8098.102539
	Iteration 11Q: 3 clusters Score -149241.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -149256.000000 Penalty: 8098.102539
	Iteration 12Q: 3 clusters Score -149256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -149271.578125 Penalty: 8098.102539
	Iteration 13Q: 3 clusters Score -149271.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -149295.078125 Penalty: 8098.102539
	Iteration 14Q: 3 clusters Score -149295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -149311.828125 Penalty: 8098.102539
	Iteration 15Q: 3 clusters Score -149311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -149320.812500 Penalty: 8098.102539
	Iteration 16Q: 3 clusters Score -149320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -149326.109375 Penalty: 8098.102539
	Iteration 17Q: 3 clusters Score -149326.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -149330.265625 Penalty: 8098.102539
	Iteration 18Q: 3 clusters Score -149330.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -149332.765625 Penalty: 8098.102539
	Iteration 19Q: 3 clusters Score -149332.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -149332.765625 Penalty: 8098.102539
	Iteration 20F: 3 clusters Score -149332.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -71993.593750 Penalty: 3769.850586
	Iteration 0F: 2 clusters Score -71993.59 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 226 members 
Entering Unmasked Estep 
Score: -68957.648438 Penalty: 7539.701172
	Iteration 0F: 3 clusters Score -68957.65 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69255.546875 Penalty: 7539.701172
	Iteration 1F: 3 clusters Score -69255.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69399.234375 Penalty: 7539.701172
	Iteration 2Q: 3 clusters Score -69399.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -69584.976562 Penalty: 7539.701172
	Iteration 3Q: 3 clusters Score -69584.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69674.375000 Penalty: 7539.701172
	Iteration 4Q: 3 clusters Score -69674.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69726.578125 Penalty: 7539.701172
	Iteration 5Q: 3 clusters Score -69726.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -69758.820312 Penalty: 7539.701172
	Iteration 6Q: 3 clusters Score -69758.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -69771.851562 Penalty: 7539.701172
	Iteration 7Q: 3 clusters Score -69771.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69781.859375 Penalty: 7539.701172
	Iteration 8Q: 3 clusters Score -69781.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69789.234375 Penalty: 7539.701172
	Iteration 9Q: 3 clusters Score -69789.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -69797.578125 Penalty: 7539.701172
	Iteration 10Q: 3 clusters Score -69797.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -69803.882812 Penalty: 7539.701172
	Iteration 11Q: 3 clusters Score -69803.88 nChanged 1
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: -69811.218750 Penalty: 7539.701172
	Iteration 12Q: 3 clusters Score -69811.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -69825.304688 Penalty: 7539.701172
	Iteration 13Q: 3 clusters Score -69825.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -69860.921875 Penalty: 7539.701172
	Iteration 14Q: 3 clusters Score -69860.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69932.828125 Penalty: 7539.701172
	Iteration 15Q: 3 clusters Score -69932.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -69988.070312 Penalty: 7539.701172
	Iteration 16Q: 3 clusters Score -69988.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -70033.828125 Penalty: 7539.701172
	Iteration 17Q: 3 clusters Score -70033.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -70036.828125 Penalty: 7539.701172
	Iteration 18Q: 3 clusters Score -70036.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -70046.140625 Penalty: 7539.701172
	Iteration 19Q: 3 clusters Score -70046.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -70051.640625 Penalty: 7539.701172
	Iteration 20F: 3 clusters Score -70051.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -70127.062500 Penalty: 7539.701172
	Iteration 21Q: 3 clusters Score -70127.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -70262.335938 Penalty: 7539.701172
	Iteration 22Q: 3 clusters Score -70262.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -70338.718750 Penalty: 7539.701172
	Iteration 23Q: 3 clusters Score -70338.72 nChanged 5
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: -70474.742188 Penalty: 7539.701172
	Iteration 24Q: 3 clusters Score -70474.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -70576.859375 Penalty: 7539.701172
	Iteration 25Q: 3 clusters Score -70576.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -70659.132812 Penalty: 7539.701172
	Iteration 26Q: 3 clusters Score -70659.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -70671.054688 Penalty: 7539.701172
	Iteration 27Q: 3 clusters Score -70671.05 nChanged 1
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: -70673.757812 Penalty: 7539.701172
	Iteration 28Q: 3 clusters Score -70673.76 nChanged 0
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: -70673.757812 Penalty: 7539.701172
	Iteration 29F: 3 clusters Score -70673.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Entering Unmasked Estep 
Score: -1010089.875000 Penalty: 5171.144531
	Iteration 0F: 2 clusters Score -1010090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1003208.375000 Penalty: 10342.289062
	Iteration 0F: 3 clusters Score -1003208 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1004346.750000 Penalty: 10342.289062
	Iteration 1F: 3 clusters Score -1004347 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1004761.687500 Penalty: 10342.289062
	Iteration 2F: 3 clusters Score -1004762 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1005045.000000 Penalty: 10342.289062
	Iteration 3F: 3 clusters Score -1005045 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1005258.562500 Penalty: 10342.289062
	Iteration 4Q: 3 clusters Score -1005259 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1005429.000000 Penalty: 10342.289062
	Iteration 5Q: 3 clusters Score -1005429 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1005541.875000 Penalty: 10342.289062
	Iteration 6Q: 3 clusters Score -1005542 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1005631.250000 Penalty: 10342.289062
	Iteration 7Q: 3 clusters Score -1005631 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1005698.687500 Penalty: 10342.289062
	Iteration 8Q: 3 clusters Score -1005699 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1005758.562500 Penalty: 10342.289062
	Iteration 9Q: 3 clusters Score -1005759 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1005815.812500 Penalty: 10342.289062
	Iteration 10Q: 3 clusters Score -1005816 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1005859.250000 Penalty: 10342.289062
	Iteration 11Q: 3 clusters Score -1005859 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1005902.187500 Penalty: 10342.289062
	Iteration 12Q: 3 clusters Score -1005902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1005955.000000 Penalty: 10342.289062
	Iteration 13Q: 3 clusters Score -1005955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1006002.000000 Penalty: 10342.289062
	Iteration 14Q: 3 clusters Score -1006002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1006037.187500 Penalty: 10342.289062
	Iteration 15Q: 3 clusters Score -1006037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1006090.500000 Penalty: 10342.289062
	Iteration 16Q: 3 clusters Score -1006090 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1006163.750000 Penalty: 10342.289062
	Iteration 17Q: 3 clusters Score -1006164 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1006267.625000 Penalty: 10342.289062
	Iteration 18Q: 3 clusters Score -1006268 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1006426.625000 Penalty: 10342.289062
	Iteration 19Q: 3 clusters Score -1006427 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1006618.687500 Penalty: 10342.289062
	Iteration 20F: 3 clusters Score -1006619 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1006750.687500 Penalty: 10342.289062
	Iteration 21Q: 3 clusters Score -1006751 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1006835.000000 Penalty: 10342.289062
	Iteration 22Q: 3 clusters Score -1006835 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1006900.000000 Penalty: 10342.289062
	Iteration 23Q: 3 clusters Score -1006900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1006946.000000 Penalty: 10342.289062
	Iteration 24Q: 3 clusters Score -1006946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1006973.062500 Penalty: 10342.289062
	Iteration 25Q: 3 clusters Score -1006973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1006998.000000 Penalty: 10342.289062
	Iteration 26Q: 3 clusters Score -1006998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1007020.625000 Penalty: 10342.289062
	Iteration 27Q: 3 clusters Score -1007021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1007055.250000 Penalty: 10342.289062
	Iteration 28Q: 3 clusters Score -1007055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1007096.125000 Penalty: 10342.289062
	Iteration 29Q: 3 clusters Score -1007096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1007155.062500 Penalty: 10342.289062
	Iteration 30Q: 3 clusters Score -1007155 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1007221.937500 Penalty: 10342.289062
	Iteration 31Q: 3 clusters Score -1007222 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1007309.562500 Penalty: 10342.289062
	Iteration 32Q: 3 clusters Score -1007310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1007385.125000 Penalty: 10342.289062
	Iteration 33Q: 3 clusters Score -1007385 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1007465.125000 Penalty: 10342.289062
	Iteration 34Q: 3 clusters Score -1007465 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1007519.312500 Penalty: 10342.289062
	Iteration 35Q: 3 clusters Score -1007519 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1007542.125000 Penalty: 10342.289062
	Iteration 36Q: 3 clusters Score -1007542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1007559.500000 Penalty: 10342.289062
	Iteration 37Q: 3 clusters Score -1007560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1007557.062500 Penalty: 10342.289062
	Iteration 38Q: 3 clusters Score -1007557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1007561.687500 Penalty: 10342.289062
	Iteration 39Q: 3 clusters Score -1007562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1007563.375000 Penalty: 10342.289062
	Iteration 40F: 3 clusters Score -1007563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1007565.625000 Penalty: 10342.289062
	Iteration 41Q: 3 clusters Score -1007566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1007567.500000 Penalty: 10342.289062
	Iteration 42Q: 3 clusters Score -1007568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1007569.562500 Penalty: 10342.289062
	Iteration 43Q: 3 clusters Score -1007570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1007571.937500 Penalty: 10342.289062
	Iteration 44Q: 3 clusters Score -1007572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1007573.250000 Penalty: 10342.289062
	Iteration 45Q: 3 clusters Score -1007573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1007576.250000 Penalty: 10342.289062
	Iteration 46Q: 3 clusters Score -1007576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1007574.937500 Penalty: 10342.289062
	Iteration 47Q: 3 clusters Score -1007575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1007577.125000 Penalty: 10342.289062
	Iteration 48Q: 3 clusters Score -1007577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1007577.125000 Penalty: 10342.289062
	Iteration 49F: 3 clusters Score -1007577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -175697.375000 Penalty: 4170.536621
	Iteration 0F: 2 clusters Score -175697.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -171742.609375 Penalty: 8341.073242
	Iteration 0F: 3 clusters Score -171742.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -172340.906250 Penalty: 8341.073242
	Iteration 1F: 3 clusters Score -172340.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -172644.312500 Penalty: 8341.073242
	Iteration 2F: 3 clusters Score -172644.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -172891.250000 Penalty: 8341.073242
	Iteration 3Q: 3 clusters Score -172891.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -173078.375000 Penalty: 8341.073242
	Iteration 4Q: 3 clusters Score -173078.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -173313.687500 Penalty: 8341.073242
	Iteration 5Q: 3 clusters Score -173313.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -173632.390625 Penalty: 8341.073242
	Iteration 6Q: 3 clusters Score -173632.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -173860.921875 Penalty: 8341.073242
	Iteration 7Q: 3 clusters Score -173860.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -174022.125000 Penalty: 8341.073242
	Iteration 8Q: 3 clusters Score -174022.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -174082.203125 Penalty: 8341.073242
	Iteration 9Q: 3 clusters Score -174082.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -174123.453125 Penalty: 8341.073242
	Iteration 10Q: 3 clusters Score -174123.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -174196.484375 Penalty: 8341.073242
	Iteration 11Q: 3 clusters Score -174196.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -174282.843750 Penalty: 8341.073242
	Iteration 12Q: 3 clusters Score -174282.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -174408.734375 Penalty: 8341.073242
	Iteration 13Q: 3 clusters Score -174408.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -174826.375000 Penalty: 8341.073242
	Iteration 14Q: 3 clusters Score -174826.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -175074.609375 Penalty: 8341.073242
	Iteration 15Q: 3 clusters Score -175074.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -175417.953125 Penalty: 8341.073242
	Iteration 16Q: 3 clusters Score -175418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -176222.109375 Penalty: 8341.073242
	Iteration 17Q: 3 clusters Score -176222.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -176450.546875 Penalty: 8341.073242
	Iteration 18Q: 3 clusters Score -176450.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -176626.015625 Penalty: 8341.073242
	Iteration 19Q: 3 clusters Score -176626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -176822.890625 Penalty: 8341.073242
	Iteration 20F: 3 clusters Score -176822.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -176984.421875 Penalty: 8341.073242
	Iteration 21Q: 3 clusters Score -176984.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -177043.093750 Penalty: 8341.073242
	Iteration 22Q: 3 clusters Score -177043.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -177198.390625 Penalty: 8341.073242
	Iteration 23Q: 3 clusters Score -177198.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -177433.484375 Penalty: 8341.073242
	Iteration 24Q: 3 clusters Score -177433.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -177508.390625 Penalty: 8341.073242
	Iteration 25Q: 3 clusters Score -177508.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -177514.468750 Penalty: 8341.073242
	Iteration 26Q: 3 clusters Score -177514.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -177514.468750 Penalty: 8341.073242
	Iteration 27F: 3 clusters Score -177514.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 18337 members 
Mstep: Class 3 contains 36817 members 
Mstep: Class 4 contains 39177 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9969 members 
Mstep: Class 7 contains 97445 members 
Mstep: Class 8 contains 20610 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 2750 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7802 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 32626 members 
Mstep: Class 15 contains 17911 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174204 members 
Mstep: Class 22 contains 12399 members 
Mstep: Class 23 contains 23086 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26873 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 788 members 
Mstep: Class 29 contains 282 members 
Entering Unmasked Estep 
Score: -138269104.000000 Penalty: 236804.031250
Splitting cluster 19 changes total score from -138271232.000000 to -138269104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (7766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Entering Unmasked Estep 
Score: -1701770.250000 Penalty: 5486.475586
	Iteration 0F: 2 clusters Score -1701770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1692891.125000 Penalty: 10972.951172
	Iteration 0F: 3 clusters Score -1692891 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1694708.250000 Penalty: 10972.951172
	Iteration 1F: 3 clusters Score -1694708 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1695244.250000 Penalty: 10972.951172
	Iteration 2F: 3 clusters Score -1695244 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1695695.875000 Penalty: 10972.951172
	Iteration 3F: 3 clusters Score -1695696 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1696122.750000 Penalty: 10972.951172
	Iteration 4F: 3 clusters Score -1696123 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1696536.500000 Penalty: 10972.951172
	Iteration 5F: 3 clusters Score -1696536 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1696888.375000 Penalty: 10972.951172
	Iteration 6Q: 3 clusters Score -1696888 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1697179.625000 Penalty: 10972.951172
	Iteration 7Q: 3 clusters Score -1697180 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1697408.875000 Penalty: 10972.951172
	Iteration 8Q: 3 clusters Score -1697409 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1697587.625000 Penalty: 10972.951172
	Iteration 9Q: 3 clusters Score -1697588 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1697714.625000 Penalty: 10972.951172
	Iteration 10Q: 3 clusters Score -1697715 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1697787.500000 Penalty: 10972.951172
	Iteration 11Q: 3 clusters Score -1697788 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1697828.250000 Penalty: 10972.951172
	Iteration 12Q: 3 clusters Score -1697828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1697868.500000 Penalty: 10972.951172
	Iteration 13Q: 3 clusters Score -1697868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1697895.500000 Penalty: 10972.951172
	Iteration 14Q: 3 clusters Score -1697896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1697914.125000 Penalty: 10972.951172
	Iteration 15Q: 3 clusters Score -1697914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1697929.375000 Penalty: 10972.951172
	Iteration 16Q: 3 clusters Score -1697929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1697935.750000 Penalty: 10972.951172
	Iteration 17Q: 3 clusters Score -1697936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1697943.375000 Penalty: 10972.951172
	Iteration 18Q: 3 clusters Score -1697943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1697945.750000 Penalty: 10972.951172
	Iteration 19Q: 3 clusters Score -1697946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1697948.375000 Penalty: 10972.951172
	Iteration 20F: 3 clusters Score -1697948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1697951.625000 Penalty: 10972.951172
	Iteration 21Q: 3 clusters Score -1697952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1697953.125000 Penalty: 10972.951172
	Iteration 22Q: 3 clusters Score -1697953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1697957.750000 Penalty: 10972.951172
	Iteration 23Q: 3 clusters Score -1697958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1697961.125000 Penalty: 10972.951172
	Iteration 24Q: 3 clusters Score -1697961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1697961.250000 Penalty: 10972.951172
	Iteration 25Q: 3 clusters Score -1697961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1697959.750000 Penalty: 10972.951172
	Iteration 26Q: 3 clusters Score -1697960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1697962.500000 Penalty: 10972.951172
	Iteration 27Q: 3 clusters Score -1697962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1697962.500000 Penalty: 10972.951172
	Iteration 28F: 3 clusters Score -1697962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (174204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174204 members 
Entering Unmasked Estep 
Score: -39404304.000000 Penalty: 7391.639160
	Iteration 0F: 2 clusters Score -3.94043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87079 members 
Mstep: Class 2 contains 87125 members 
Entering Unmasked Estep 
Score: -39287160.000000 Penalty: 14783.278320
	Iteration 0F: 3 clusters Score -3.928716e+07 nChanged 81357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -39333024.000000 Penalty: 14783.278320
	Iteration 1F: 3 clusters Score -3.933302e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86346 members 
Mstep: Class 2 contains 87858 members 
Entering Unmasked Estep 
Score: -39333912.000000 Penalty: 14783.278320
	Iteration 2Q: 3 clusters Score -3.933391e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85679 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -39334900.000000 Penalty: 14783.278320
	Iteration 3Q: 3 clusters Score -3.93349e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84678 members 
Mstep: Class 2 contains 89526 members 
Entering Unmasked Estep 
Score: -39335788.000000 Penalty: 14783.278320
	Iteration 4Q: 3 clusters Score -3.933579e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83185 members 
Mstep: Class 2 contains 91019 members 
Entering Unmasked Estep 
Score: -39337220.000000 Penalty: 14783.278320
	Iteration 5Q: 3 clusters Score -3.933722e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 93163 members 
Entering Unmasked Estep 
Score: -39338776.000000 Penalty: 14783.278320
	Iteration 6Q: 3 clusters Score -3.933878e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 96213 members 
Entering Unmasked Estep 
Score: -39339852.000000 Penalty: 14783.278320
	Iteration 7Q: 3 clusters Score -3.933985e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73577 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -39341976.000000 Penalty: 14783.278320
	Iteration 8Q: 3 clusters Score -3.934198e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67487 members 
Mstep: Class 2 contains 106717 members 
Entering Unmasked Estep 
Score: -39345424.000000 Penalty: 14783.278320
	Iteration 9Q: 3 clusters Score -3.934542e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59275 members 
Mstep: Class 2 contains 114929 members 
Entering Unmasked Estep 
Score: -39350184.000000 Penalty: 14783.278320
	Iteration 10F: 3 clusters Score -3.935018e+07 nChanged 11052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 125575 members 
Entering Unmasked Estep 
Score: -39357644.000000 Penalty: 14783.278320
	Iteration 11F: 3 clusters Score -3.935764e+07 nChanged 12568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 137979 members 
Entering Unmasked Estep 
Score: -39367656.000000 Penalty: 14783.278320
	Iteration 12F: 3 clusters Score -3.936766e+07 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 150244 members 
Entering Unmasked Estep 
Score: -39378672.000000 Penalty: 14783.278320
	Iteration 13F: 3 clusters Score -3.937867e+07 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 160084 members 
Entering Unmasked Estep 
Score: -39387452.000000 Penalty: 14783.278320
	Iteration 14F: 3 clusters Score -3.938745e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 166421 members 
Entering Unmasked Estep 
Score: -39392584.000000 Penalty: 14783.278320
	Iteration 15Q: 3 clusters Score -3.939258e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 169878 members 
Entering Unmasked Estep 
Score: -39395376.000000 Penalty: 14783.278320
	Iteration 16Q: 3 clusters Score -3.939538e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 171563 members 
Entering Unmasked Estep 
Score: -39396696.000000 Penalty: 14783.278320
	Iteration 17Q: 3 clusters Score -3.93967e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 172335 members 
Entering Unmasked Estep 
Score: -39397340.000000 Penalty: 14783.278320
	Iteration 18Q: 3 clusters Score -3.939734e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 172679 members 
Entering Unmasked Estep 
Score: -39397628.000000 Penalty: 14783.278320
	Iteration 19Q: 3 clusters Score -3.939763e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 172873 members 
Entering Unmasked Estep 
Score: -39397784.000000 Penalty: 14783.278320
	Iteration 20F: 3 clusters Score -3.939778e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 172986 members 
Entering Unmasked Estep 
Score: -39397928.000000 Penalty: 14783.278320
	Iteration 21Q: 3 clusters Score -3.939793e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 173038 members 
Entering Unmasked Estep 
Score: -39397988.000000 Penalty: 14783.278320
	Iteration 22Q: 3 clusters Score -3.939799e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 173076 members 
Entering Unmasked Estep 
Score: -39398116.000000 Penalty: 14783.278320
	Iteration 23Q: 3 clusters Score -3.939812e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 173097 members 
Entering Unmasked Estep 
Score: -39398124.000000 Penalty: 14783.278320
	Iteration 24Q: 3 clusters Score -3.939812e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 173108 members 
Entering Unmasked Estep 
Score: -39398192.000000 Penalty: 14783.278320
	Iteration 25Q: 3 clusters Score -3.939819e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 173126 members 
Entering Unmasked Estep 
Score: -39398180.000000 Penalty: 14783.278320
	Iteration 26Q: 3 clusters Score -3.939818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 173139 members 
Entering Unmasked Estep 
Score: -39398168.000000 Penalty: 14783.278320
	Iteration 27Q: 3 clusters Score -3.939817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 173146 members 
Entering Unmasked Estep 
Score: -39398188.000000 Penalty: 14783.278320
	Iteration 28Q: 3 clusters Score -3.939819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 173150 members 
Entering Unmasked Estep 
Score: -39398176.000000 Penalty: 14783.278320
	Iteration 29Q: 3 clusters Score -3.939818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 173155 members 
Entering Unmasked Estep 
Score: -39398200.000000 Penalty: 14783.278320
	Iteration 30Q: 3 clusters Score -3.93982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 173159 members 
Entering Unmasked Estep 
Score: -39398184.000000 Penalty: 14783.278320
	Iteration 31Q: 3 clusters Score -3.939818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 173163 members 
Entering Unmasked Estep 
Score: -39398172.000000 Penalty: 14783.278320
	Iteration 32Q: 3 clusters Score -3.939817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 173170 members 
Entering Unmasked Estep 
Score: -39398168.000000 Penalty: 14783.278320
	Iteration 33Q: 3 clusters Score -3.939817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 173172 members 
Entering Unmasked Estep 
Score: -39398184.000000 Penalty: 14783.278320
	Iteration 34Q: 3 clusters Score -3.939818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 173172 members 
Entering Unmasked Estep 
Score: -39398184.000000 Penalty: 14783.278320
	Iteration 35F: 3 clusters Score -3.939818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Entering Unmasked Estep 
Score: -2693078.250000 Penalty: 5773.040039
	Iteration 0F: 2 clusters Score -2693078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2681299.250000 Penalty: 11546.080078
	Iteration 0F: 3 clusters Score -2681299 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2683974.250000 Penalty: 11546.080078
	Iteration 1F: 3 clusters Score -2683974 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2684566.750000 Penalty: 11546.080078
	Iteration 2F: 3 clusters Score -2684567 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2685034.750000 Penalty: 11546.080078
	Iteration 3F: 3 clusters Score -2685035 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2685443.250000 Penalty: 11546.080078
	Iteration 4Q: 3 clusters Score -2685443 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2685815.750000 Penalty: 11546.080078
	Iteration 5Q: 3 clusters Score -2685816 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2686186.000000 Penalty: 11546.080078
	Iteration 6Q: 3 clusters Score -2686186 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2686478.750000 Penalty: 11546.080078
	Iteration 7Q: 3 clusters Score -2686479 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2686708.500000 Penalty: 11546.080078
	Iteration 8Q: 3 clusters Score -2686708 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2686922.750000 Penalty: 11546.080078
	Iteration 9Q: 3 clusters Score -2686923 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2687094.750000 Penalty: 11546.080078
	Iteration 10Q: 3 clusters Score -2687095 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2687229.000000 Penalty: 11546.080078
	Iteration 11Q: 3 clusters Score -2687229 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2687348.500000 Penalty: 11546.080078
	Iteration 12Q: 3 clusters Score -2687348 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2687455.750000 Penalty: 11546.080078
	Iteration 13Q: 3 clusters Score -2687456 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2687564.750000 Penalty: 11546.080078
	Iteration 14Q: 3 clusters Score -2687565 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2687677.000000 Penalty: 11546.080078
	Iteration 15Q: 3 clusters Score -2687677 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2687783.750000 Penalty: 11546.080078
	Iteration 16Q: 3 clusters Score -2687784 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2687885.250000 Penalty: 11546.080078
	Iteration 17Q: 3 clusters Score -2687885 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2687972.250000 Penalty: 11546.080078
	Iteration 18Q: 3 clusters Score -2687972 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2688061.500000 Penalty: 11546.080078
	Iteration 19Q: 3 clusters Score -2688062 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2688131.750000 Penalty: 11546.080078
	Iteration 20F: 3 clusters Score -2688132 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2688203.750000 Penalty: 11546.080078
	Iteration 21Q: 3 clusters Score -2688204 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2688271.500000 Penalty: 11546.080078
	Iteration 22Q: 3 clusters Score -2688272 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2688325.000000 Penalty: 11546.080078
	Iteration 23Q: 3 clusters Score -2688325 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2688367.500000 Penalty: 11546.080078
	Iteration 24Q: 3 clusters Score -2688368 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2688401.500000 Penalty: 11546.080078
	Iteration 25Q: 3 clusters Score -2688402 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2688452.000000 Penalty: 11546.080078
	Iteration 26Q: 3 clusters Score -2688452 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2688492.500000 Penalty: 11546.080078
	Iteration 27Q: 3 clusters Score -2688492 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2688532.250000 Penalty: 11546.080078
	Iteration 28Q: 3 clusters Score -2688532 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2688578.000000 Penalty: 11546.080078
	Iteration 29Q: 3 clusters Score -2688578 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2688622.250000 Penalty: 11546.080078
	Iteration 30Q: 3 clusters Score -2688622 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2688663.250000 Penalty: 11546.080078
	Iteration 31Q: 3 clusters Score -2688663 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2688740.750000 Penalty: 11546.080078
	Iteration 32Q: 3 clusters Score -2688741 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2688792.000000 Penalty: 11546.080078
	Iteration 33Q: 3 clusters Score -2688792 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2688842.250000 Penalty: 11546.080078
	Iteration 34Q: 3 clusters Score -2688842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2688909.750000 Penalty: 11546.080078
	Iteration 35Q: 3 clusters Score -2688910 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2688950.750000 Penalty: 11546.080078
	Iteration 36Q: 3 clusters Score -2688951 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2689000.250000 Penalty: 11546.080078
	Iteration 37Q: 3 clusters Score -2689000 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2689061.000000 Penalty: 11546.080078
	Iteration 38Q: 3 clusters Score -2689061 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2689106.500000 Penalty: 11546.080078
	Iteration 39Q: 3 clusters Score -2689106 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2689144.000000 Penalty: 11546.080078
	Iteration 40F: 3 clusters Score -2689144 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2689187.750000 Penalty: 11546.080078
	Iteration 41Q: 3 clusters Score -2689188 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2689223.750000 Penalty: 11546.080078
	Iteration 42Q: 3 clusters Score -2689224 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2689265.500000 Penalty: 11546.080078
	Iteration 43Q: 3 clusters Score -2689266 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2689280.000000 Penalty: 11546.080078
	Iteration 44Q: 3 clusters Score -2689280 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2689317.000000 Penalty: 11546.080078
	Iteration 45Q: 3 clusters Score -2689317 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2689324.500000 Penalty: 11546.080078
	Iteration 46Q: 3 clusters Score -2689324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2689353.500000 Penalty: 11546.080078
	Iteration 47Q: 3 clusters Score -2689354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2689377.250000 Penalty: 11546.080078
	Iteration 48Q: 3 clusters Score -2689377 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2689392.500000 Penalty: 11546.080078
	Iteration 49Q: 3 clusters Score -2689392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2689411.750000 Penalty: 11546.080078
	Iteration 50Q: 3 clusters Score -2689412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2689428.750000 Penalty: 11546.080078
	Iteration 51Q: 3 clusters Score -2689429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2689442.000000 Penalty: 11546.080078
	Iteration 52Q: 3 clusters Score -2689442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2689445.250000 Penalty: 11546.080078
	Iteration 53Q: 3 clusters Score -2689445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2689454.250000 Penalty: 11546.080078
	Iteration 54Q: 3 clusters Score -2689454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2689455.000000 Penalty: 11546.080078
	Iteration 55Q: 3 clusters Score -2689455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2689469.500000 Penalty: 11546.080078
	Iteration 56Q: 3 clusters Score -2689470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2689478.000000 Penalty: 11546.080078
	Iteration 57Q: 3 clusters Score -2689478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2689485.750000 Penalty: 11546.080078
	Iteration 58Q: 3 clusters Score -2689486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2689500.500000 Penalty: 11546.080078
	Iteration 59Q: 3 clusters Score -2689500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2689513.250000 Penalty: 11546.080078
	Iteration 60F: 3 clusters Score -2689513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2689533.000000 Penalty: 11546.080078
	Iteration 61Q: 3 clusters Score -2689533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2689536.000000 Penalty: 11546.080078
	Iteration 62Q: 3 clusters Score -2689536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2689544.000000 Penalty: 11546.080078
	Iteration 63Q: 3 clusters Score -2689544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2689550.500000 Penalty: 11546.080078
	Iteration 64Q: 3 clusters Score -2689550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2689554.750000 Penalty: 11546.080078
	Iteration 65Q: 3 clusters Score -2689555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2689562.500000 Penalty: 11546.080078
	Iteration 66Q: 3 clusters Score -2689562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2689566.750000 Penalty: 11546.080078
	Iteration 67Q: 3 clusters Score -2689567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2689569.500000 Penalty: 11546.080078
	Iteration 68Q: 3 clusters Score -2689570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2689572.750000 Penalty: 11546.080078
	Iteration 69Q: 3 clusters Score -2689573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2689570.000000 Penalty: 11546.080078
	Iteration 70Q: 3 clusters Score -2689570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2689584.000000 Penalty: 11546.080078
	Iteration 71Q: 3 clusters Score -2689584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2689585.500000 Penalty: 11546.080078
	Iteration 72Q: 3 clusters Score -2689586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2689592.250000 Penalty: 11546.080078
	Iteration 73Q: 3 clusters Score -2689592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2689588.250000 Penalty: 11546.080078
	Iteration 74Q: 3 clusters Score -2689588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2689591.000000 Penalty: 11546.080078
	Iteration 75Q: 3 clusters Score -2689591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2689590.500000 Penalty: 11546.080078
	Iteration 76Q: 3 clusters Score -2689590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2689592.500000 Penalty: 11546.080078
	Iteration 77Q: 3 clusters Score -2689592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2689591.250000 Penalty: 11546.080078
	Iteration 78Q: 3 clusters Score -2689591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2689592.750000 Penalty: 11546.080078
	Iteration 79Q: 3 clusters Score -2689593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2689594.000000 Penalty: 11546.080078
	Iteration 80F: 3 clusters Score -2689594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Entering Unmasked Estep 
Score: -5263415.000000 Penalty: 6153.776367
	Iteration 0F: 2 clusters Score -5263415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -5244926.500000 Penalty: 12307.552734
	Iteration 0F: 3 clusters Score -5244926 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -5250042.500000 Penalty: 12307.552734
	Iteration 1F: 3 clusters Score -5250042 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -5250804.500000 Penalty: 12307.552734
	Iteration 2F: 3 clusters Score -5250804 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -5251325.000000 Penalty: 12307.552734
	Iteration 3F: 3 clusters Score -5251325 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -5251669.000000 Penalty: 12307.552734
	Iteration 4Q: 3 clusters Score -5251669 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -5251991.000000 Penalty: 12307.552734
	Iteration 5Q: 3 clusters Score -5251991 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -5252243.500000 Penalty: 12307.552734
	Iteration 6Q: 3 clusters Score -5252244 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -5252417.000000 Penalty: 12307.552734
	Iteration 7Q: 3 clusters Score -5252417 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -5252588.000000 Penalty: 12307.552734
	Iteration 8Q: 3 clusters Score -5252588 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -5252765.000000 Penalty: 12307.552734
	Iteration 9Q: 3 clusters Score -5252765 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -5252913.500000 Penalty: 12307.552734
	Iteration 10Q: 3 clusters Score -5252914 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -5253090.500000 Penalty: 12307.552734
	Iteration 11Q: 3 clusters Score -5253090 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -5253287.000000 Penalty: 12307.552734
	Iteration 12Q: 3 clusters Score -5253287 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -5253493.000000 Penalty: 12307.552734
	Iteration 13Q: 3 clusters Score -5253493 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -5253784.000000 Penalty: 12307.552734
	Iteration 14Q: 3 clusters Score -5253784 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -5254106.500000 Penalty: 12307.552734
	Iteration 15Q: 3 clusters Score -5254106 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -5254540.000000 Penalty: 12307.552734
	Iteration 16Q: 3 clusters Score -5254540 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -5255084.500000 Penalty: 12307.552734
	Iteration 17Q: 3 clusters Score -5255084 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -5255591.000000 Penalty: 12307.552734
	Iteration 18Q: 3 clusters Score -5255591 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -5256019.500000 Penalty: 12307.552734
	Iteration 19Q: 3 clusters Score -5256020 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -5256438.000000 Penalty: 12307.552734
	Iteration 20F: 3 clusters Score -5256438 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -5256796.500000 Penalty: 12307.552734
	Iteration 21Q: 3 clusters Score -5256796 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -5257066.500000 Penalty: 12307.552734
	Iteration 22Q: 3 clusters Score -5257066 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -5257272.500000 Penalty: 12307.552734
	Iteration 23Q: 3 clusters Score -5257272 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -5257411.500000 Penalty: 12307.552734
	Iteration 24Q: 3 clusters Score -5257412 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -5257544.500000 Penalty: 12307.552734
	Iteration 25Q: 3 clusters Score -5257544 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -5257639.500000 Penalty: 12307.552734
	Iteration 26Q: 3 clusters Score -5257640 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -5257737.000000 Penalty: 12307.552734
	Iteration 27Q: 3 clusters Score -5257737 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -5257819.000000 Penalty: 12307.552734
	Iteration 28Q: 3 clusters Score -5257819 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -5257861.000000 Penalty: 12307.552734
	Iteration 29Q: 3 clusters Score -5257861 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -5257892.000000 Penalty: 12307.552734
	Iteration 30Q: 3 clusters Score -5257892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -5257911.500000 Penalty: 12307.552734
	Iteration 31Q: 3 clusters Score -5257912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -5257946.000000 Penalty: 12307.552734
	Iteration 32Q: 3 clusters Score -5257946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -5257962.000000 Penalty: 12307.552734
	Iteration 33Q: 3 clusters Score -5257962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -5257991.500000 Penalty: 12307.552734
	Iteration 34Q: 3 clusters Score -5257992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -5258007.500000 Penalty: 12307.552734
	Iteration 35Q: 3 clusters Score -5258008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -5258024.000000 Penalty: 12307.552734
	Iteration 36Q: 3 clusters Score -5258024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -5258038.000000 Penalty: 12307.552734
	Iteration 37Q: 3 clusters Score -5258038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -5258044.500000 Penalty: 12307.552734
	Iteration 38Q: 3 clusters Score -5258044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -5258056.000000 Penalty: 12307.552734
	Iteration 39Q: 3 clusters Score -5258056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -5258075.500000 Penalty: 12307.552734
	Iteration 40F: 3 clusters Score -5258076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -5258089.000000 Penalty: 12307.552734
	Iteration 41Q: 3 clusters Score -5258089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -5258096.500000 Penalty: 12307.552734
	Iteration 42Q: 3 clusters Score -5258096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -5258099.500000 Penalty: 12307.552734
	Iteration 43Q: 3 clusters Score -5258100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -5258116.500000 Penalty: 12307.552734
	Iteration 44Q: 3 clusters Score -5258116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -5258126.500000 Penalty: 12307.552734
	Iteration 45Q: 3 clusters Score -5258126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -5258128.500000 Penalty: 12307.552734
	Iteration 46Q: 3 clusters Score -5258128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -5258130.000000 Penalty: 12307.552734
	Iteration 47Q: 3 clusters Score -5258130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -5258139.000000 Penalty: 12307.552734
	Iteration 48Q: 3 clusters Score -5258139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -5258133.000000 Penalty: 12307.552734
	Iteration 49Q: 3 clusters Score -5258133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -5258144.000000 Penalty: 12307.552734
	Iteration 50Q: 3 clusters Score -5258144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -5258154.500000 Penalty: 12307.552734
	Iteration 51Q: 3 clusters Score -5258154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -5258154.000000 Penalty: 12307.552734
	Iteration 52Q: 3 clusters Score -5258154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -5258154.500000 Penalty: 12307.552734
	Iteration 53Q: 3 clusters Score -5258154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -5258157.000000 Penalty: 12307.552734
	Iteration 54Q: 3 clusters Score -5258157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -5258156.500000 Penalty: 12307.552734
	Iteration 55Q: 3 clusters Score -5258156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -5258164.500000 Penalty: 12307.552734
	Iteration 56Q: 3 clusters Score -5258164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -5258157.500000 Penalty: 12307.552734
	Iteration 57Q: 3 clusters Score -5258158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -5258159.000000 Penalty: 12307.552734
	Iteration 58Q: 3 clusters Score -5258159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -5258165.000000 Penalty: 12307.552734
	Iteration 59Q: 3 clusters Score -5258165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -5258167.000000 Penalty: 12307.552734
	Iteration 60F: 3 clusters Score -5258167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -5258166.000000 Penalty: 12307.552734
	Iteration 61Q: 3 clusters Score -5258166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -5258168.500000 Penalty: 12307.552734
	Iteration 62Q: 3 clusters Score -5258168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -5258168.000000 Penalty: 12307.552734
	Iteration 63Q: 3 clusters Score -5258168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -5258172.000000 Penalty: 12307.552734
	Iteration 64Q: 3 clusters Score -5258172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -5258171.000000 Penalty: 12307.552734
	Iteration 65Q: 3 clusters Score -5258171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -5258173.500000 Penalty: 12307.552734
	Iteration 66Q: 3 clusters Score -5258174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -5258174.000000 Penalty: 12307.552734
	Iteration 67Q: 3 clusters Score -5258174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -5258178.500000 Penalty: 12307.552734
	Iteration 68Q: 3 clusters Score -5258178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -5258173.000000 Penalty: 12307.552734
	Iteration 69Q: 3 clusters Score -5258173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -5258176.500000 Penalty: 12307.552734
	Iteration 70Q: 3 clusters Score -5258176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -5258178.500000 Penalty: 12307.552734
	Iteration 71Q: 3 clusters Score -5258178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -5258182.500000 Penalty: 12307.552734
	Iteration 72Q: 3 clusters Score -5258182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -5258182.500000 Penalty: 12307.552734
	Iteration 73F: 3 clusters Score -5258182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -48493.835938 Penalty: 3497.636475
	Iteration 0F: 2 clusters Score -48493.84 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 153 members 
Entering Unmasked Estep 
Score: -45840.984375 Penalty: 6995.272949
	Iteration 0F: 3 clusters Score -45840.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -46055.671875 Penalty: 6995.272949
	Iteration 1F: 3 clusters Score -46055.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -46130.816406 Penalty: 6995.272949
	Iteration 2Q: 3 clusters Score -46130.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -46243.363281 Penalty: 6995.272949
	Iteration 3Q: 3 clusters Score -46243.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -46284.902344 Penalty: 6995.272949
	Iteration 4Q: 3 clusters Score -46284.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -46317.683594 Penalty: 6995.272949
	Iteration 5Q: 3 clusters Score -46317.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -46325.835938 Penalty: 6995.272949
	Iteration 6Q: 3 clusters Score -46325.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -46334.078125 Penalty: 6995.272949
	Iteration 7Q: 3 clusters Score -46334.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -46341.753906 Penalty: 6995.272949
	Iteration 8Q: 3 clusters Score -46341.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -46341.753906 Penalty: 6995.272949
	Iteration 9F: 3 clusters Score -46341.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -195925.187500 Penalty: 4212.343750
	Iteration 0F: 2 clusters Score -195925.2 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 487 members 
Entering Unmasked Estep 
Score: -191911.421875 Penalty: 8424.687500
	Iteration 0F: 3 clusters Score -191911.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -192377.750000 Penalty: 8424.687500
	Iteration 1F: 3 clusters Score -192377.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -192889.046875 Penalty: 8424.687500
	Iteration 2F: 3 clusters Score -192889 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -193578.312500 Penalty: 8424.687500
	Iteration 3F: 3 clusters Score -193578.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -194186.687500 Penalty: 8424.687500
	Iteration 4F: 3 clusters Score -194186.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -194694.875000 Penalty: 8424.687500
	Iteration 5F: 3 clusters Score -194694.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -194955.406250 Penalty: 8424.687500
	Iteration 6Q: 3 clusters Score -194955.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -195041.484375 Penalty: 8424.687500
	Iteration 7Q: 3 clusters Score -195041.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -195104.656250 Penalty: 8424.687500
	Iteration 8Q: 3 clusters Score -195104.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -195142.031250 Penalty: 8424.687500
	Iteration 9Q: 3 clusters Score -195142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -195169.359375 Penalty: 8424.687500
	Iteration 10Q: 3 clusters Score -195169.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -195171.343750 Penalty: 8424.687500
	Iteration 11Q: 3 clusters Score -195171.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -195171.343750 Penalty: 8424.687500
	Iteration 12F: 3 clusters Score -195171.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Entering Unmasked Estep 
Score: -6214046.500000 Penalty: 6246.812500
	Iteration 0F: 2 clusters Score -6214046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -6193156.000000 Penalty: 12493.625000
	Iteration 0F: 3 clusters Score -6193156 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -6199203.500000 Penalty: 12493.625000
	Iteration 1F: 3 clusters Score -6199204 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -6199923.500000 Penalty: 12493.625000
	Iteration 2F: 3 clusters Score -6199924 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -6200400.500000 Penalty: 12493.625000
	Iteration 3Q: 3 clusters Score -6200400 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -6200768.000000 Penalty: 12493.625000
	Iteration 4Q: 3 clusters Score -6200768 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -6201124.500000 Penalty: 12493.625000
	Iteration 5Q: 3 clusters Score -6201124 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -6201427.500000 Penalty: 12493.625000
	Iteration 6Q: 3 clusters Score -6201428 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -6201703.500000 Penalty: 12493.625000
	Iteration 7Q: 3 clusters Score -6201704 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -6202017.000000 Penalty: 12493.625000
	Iteration 8Q: 3 clusters Score -6202017 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -6202322.500000 Penalty: 12493.625000
	Iteration 9Q: 3 clusters Score -6202322 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -6202557.000000 Penalty: 12493.625000
	Iteration 10Q: 3 clusters Score -6202557 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -6202818.000000 Penalty: 12493.625000
	Iteration 11Q: 3 clusters Score -6202818 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -6203100.500000 Penalty: 12493.625000
	Iteration 12Q: 3 clusters Score -6203100 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -6203412.500000 Penalty: 12493.625000
	Iteration 13Q: 3 clusters Score -6203412 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -6203665.000000 Penalty: 12493.625000
	Iteration 14Q: 3 clusters Score -6203665 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -6204029.000000 Penalty: 12493.625000
	Iteration 15Q: 3 clusters Score -6204029 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -6204358.000000 Penalty: 12493.625000
	Iteration 16Q: 3 clusters Score -6204358 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -6204710.500000 Penalty: 12493.625000
	Iteration 17Q: 3 clusters Score -6204710 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -6205126.000000 Penalty: 12493.625000
	Iteration 18Q: 3 clusters Score -6205126 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -6205547.000000 Penalty: 12493.625000
	Iteration 19Q: 3 clusters Score -6205547 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -6205927.500000 Penalty: 12493.625000
	Iteration 20F: 3 clusters Score -6205928 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -6206218.000000 Penalty: 12493.625000
	Iteration 21Q: 3 clusters Score -6206218 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -6206526.500000 Penalty: 12493.625000
	Iteration 22Q: 3 clusters Score -6206526 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -6206791.000000 Penalty: 12493.625000
	Iteration 23Q: 3 clusters Score -6206791 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -6207025.000000 Penalty: 12493.625000
	Iteration 24Q: 3 clusters Score -6207025 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -6207249.000000 Penalty: 12493.625000
	Iteration 25Q: 3 clusters Score -6207249 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -6207441.000000 Penalty: 12493.625000
	Iteration 26Q: 3 clusters Score -6207441 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -6207589.500000 Penalty: 12493.625000
	Iteration 27Q: 3 clusters Score -6207590 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -6207744.500000 Penalty: 12493.625000
	Iteration 28Q: 3 clusters Score -6207744 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -6207886.500000 Penalty: 12493.625000
	Iteration 29Q: 3 clusters Score -6207886 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -6208010.000000 Penalty: 12493.625000
	Iteration 30Q: 3 clusters Score -6208010 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -6208108.500000 Penalty: 12493.625000
	Iteration 31Q: 3 clusters Score -6208108 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -6208207.000000 Penalty: 12493.625000
	Iteration 32Q: 3 clusters Score -6208207 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -6208269.000000 Penalty: 12493.625000
	Iteration 33Q: 3 clusters Score -6208269 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -6208317.000000 Penalty: 12493.625000
	Iteration 34Q: 3 clusters Score -6208317 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -6208371.000000 Penalty: 12493.625000
	Iteration 35Q: 3 clusters Score -6208371 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -6208423.500000 Penalty: 12493.625000
	Iteration 36Q: 3 clusters Score -6208424 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -6208463.500000 Penalty: 12493.625000
	Iteration 37Q: 3 clusters Score -6208464 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -6208482.000000 Penalty: 12493.625000
	Iteration 38Q: 3 clusters Score -6208482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -6208514.500000 Penalty: 12493.625000
	Iteration 39Q: 3 clusters Score -6208514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -6208550.000000 Penalty: 12493.625000
	Iteration 40F: 3 clusters Score -6208550 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -6208581.500000 Penalty: 12493.625000
	Iteration 41Q: 3 clusters Score -6208582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -6208611.000000 Penalty: 12493.625000
	Iteration 42Q: 3 clusters Score -6208611 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -6208612.500000 Penalty: 12493.625000
	Iteration 43Q: 3 clusters Score -6208612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -6208648.500000 Penalty: 12493.625000
	Iteration 44Q: 3 clusters Score -6208648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -6208662.000000 Penalty: 12493.625000
	Iteration 45Q: 3 clusters Score -6208662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -6208673.500000 Penalty: 12493.625000
	Iteration 46Q: 3 clusters Score -6208674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -6208695.000000 Penalty: 12493.625000
	Iteration 47Q: 3 clusters Score -6208695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -6208705.000000 Penalty: 12493.625000
	Iteration 48Q: 3 clusters Score -6208705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -6208717.000000 Penalty: 12493.625000
	Iteration 49Q: 3 clusters Score -6208717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -6208720.500000 Penalty: 12493.625000
	Iteration 50Q: 3 clusters Score -6208720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -6208718.000000 Penalty: 12493.625000
	Iteration 51Q: 3 clusters Score -6208718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -6208730.500000 Penalty: 12493.625000
	Iteration 52Q: 3 clusters Score -6208730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -6208732.500000 Penalty: 12493.625000
	Iteration 53Q: 3 clusters Score -6208732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -6208737.000000 Penalty: 12493.625000
	Iteration 54Q: 3 clusters Score -6208737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -6208724.500000 Penalty: 12493.625000
	Iteration 55Q: 3 clusters Score -6208724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -6208738.000000 Penalty: 12493.625000
	Iteration 56Q: 3 clusters Score -6208738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -6208734.000000 Penalty: 12493.625000
	Iteration 57Q: 3 clusters Score -6208734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -6208734.500000 Penalty: 12493.625000
	Iteration 58Q: 3 clusters Score -6208734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -6208740.500000 Penalty: 12493.625000
	Iteration 59Q: 3 clusters Score -6208740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -6208736.500000 Penalty: 12493.625000
	Iteration 60F: 3 clusters Score -6208736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -42237.078125 Penalty: 3507.694092
	Iteration 0F: 2 clusters Score -42237.08 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: -39623.847656 Penalty: 7015.388184
	Iteration 0F: 3 clusters Score -39623.85 nChanged 19
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: -39790.882812 Penalty: 7015.388184
	Iteration 1F: 3 clusters Score -39790.88 nChanged 5
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: -39819.921875 Penalty: 7015.388184
	Iteration 2Q: 3 clusters Score -39819.92 nChanged 2
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: -39829.683594 Penalty: 7015.388184
	Iteration 3Q: 3 clusters Score -39829.68 nChanged 0
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: -39829.683594 Penalty: 7015.388184
	Iteration 4F: 3 clusters Score -39829.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -161861.781250 Penalty: 4085.067383
	Iteration 0F: 2 clusters Score -161861.8 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 410 members 
Entering Unmasked Estep 
Score: -158019.828125 Penalty: 8170.134766
	Iteration 0F: 3 clusters Score -158019.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -158300.625000 Penalty: 8170.134766
	Iteration 1F: 3 clusters Score -158300.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -158382.250000 Penalty: 8170.134766
	Iteration 2Q: 3 clusters Score -158382.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -158444.437500 Penalty: 8170.134766
	Iteration 3Q: 3 clusters Score -158444.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -158494.906250 Penalty: 8170.134766
	Iteration 4Q: 3 clusters Score -158494.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -158522.609375 Penalty: 8170.134766
	Iteration 5Q: 3 clusters Score -158522.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -158544.093750 Penalty: 8170.134766
	Iteration 6Q: 3 clusters Score -158544.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -158565.796875 Penalty: 8170.134766
	Iteration 7Q: 3 clusters Score -158565.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -158574.328125 Penalty: 8170.134766
	Iteration 8Q: 3 clusters Score -158574.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -158581.031250 Penalty: 8170.134766
	Iteration 9Q: 3 clusters Score -158581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -158589.234375 Penalty: 8170.134766
	Iteration 10Q: 3 clusters Score -158589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -158599.859375 Penalty: 8170.134766
	Iteration 11Q: 3 clusters Score -158599.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -158605.093750 Penalty: 8170.134766
	Iteration 12Q: 3 clusters Score -158605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -158612.234375 Penalty: 8170.134766
	Iteration 13Q: 3 clusters Score -158612.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -158628.437500 Penalty: 8170.134766
	Iteration 14Q: 3 clusters Score -158628.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -158652.296875 Penalty: 8170.134766
	Iteration 15Q: 3 clusters Score -158652.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -158672.890625 Penalty: 8170.134766
	Iteration 16Q: 3 clusters Score -158672.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -158687.046875 Penalty: 8170.134766
	Iteration 17Q: 3 clusters Score -158687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -158695.921875 Penalty: 8170.134766
	Iteration 18Q: 3 clusters Score -158695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -158704.890625 Penalty: 8170.134766
	Iteration 19Q: 3 clusters Score -158704.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -158709.718750 Penalty: 8170.134766
	Iteration 20F: 3 clusters Score -158709.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 18337 members 
Mstep: Class 3 contains 36817 members 
Mstep: Class 4 contains 39177 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9969 members 
Mstep: Class 7 contains 97445 members 
Mstep: Class 8 contains 20610 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 2750 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7802 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 32626 members 
Mstep: Class 15 contains 17911 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174204 members 
Mstep: Class 22 contains 12399 members 
Mstep: Class 23 contains 23086 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26873 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271216.000000 Penalty: 228638.375000
Iteration 159Q: 29 clusters Score -1.382712e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 18336 members 
Mstep: Class 3 contains 36817 members 
Mstep: Class 4 contains 39171 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9967 members 
Mstep: Class 7 contains 97474 members 
Mstep: Class 8 contains 20609 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7770 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 32617 members 
Mstep: Class 15 contains 17935 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174200 members 
Mstep: Class 22 contains 12400 members 
Mstep: Class 23 contains 23086 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26876 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271328.000000 Penalty: 228638.375000
Iteration 160F: 29 clusters Score -1.382713e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 18335 members 
Mstep: Class 3 contains 36816 members 
Mstep: Class 4 contains 39168 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9965 members 
Mstep: Class 7 contains 97501 members 
Mstep: Class 8 contains 20610 members 
Mstep: Class 9 contains 11252 members 
Mstep: Class 10 contains 2746 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7730 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 32607 members 
Mstep: Class 15 contains 17962 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 477 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174204 members 
Mstep: Class 22 contains 12398 members 
Mstep: Class 23 contains 23086 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26877 members 
Mstep: Class 27 contains 301 members 
Mstep: Class 28 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271344.000000 Penalty: 228638.375000
Iteration 161Q: 29 clusters Score -1.382713e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 18334 members 
Mstep: Class 3 contains 36816 members 
Mstep: Class 4 contains 39167 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9962 members 
Mstep: Class 7 contains 97520 members 
Mstep: Class 8 contains 20609 members 
Mstep: Class 9 contains 11254 members 
Mstep: Class 10 contains 2745 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7697 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 32597 members 
Mstep: Class 15 contains 17990 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 481 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174204 members 
Mstep: Class 22 contains 12399 members 
Mstep: Class 23 contains 23086 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26877 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271472.000000 Penalty: 228638.375000
Iteration 162Q: 29 clusters Score -1.382715e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 18334 members 
Mstep: Class 3 contains 36816 members 
Mstep: Class 4 contains 39164 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9961 members 
Mstep: Class 7 contains 97543 members 
Mstep: Class 8 contains 20609 members 
Mstep: Class 9 contains 11255 members 
Mstep: Class 10 contains 2745 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7655 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 32587 members 
Mstep: Class 15 contains 18023 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174201 members 
Mstep: Class 22 contains 12398 members 
Mstep: Class 23 contains 23087 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26878 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271456.000000 Penalty: 228638.375000
Iteration 163Q: 29 clusters Score -1.382715e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 18332 members 
Mstep: Class 3 contains 36816 members 
Mstep: Class 4 contains 39161 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9962 members 
Mstep: Class 7 contains 97574 members 
Mstep: Class 8 contains 20607 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 2746 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7599 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 32584 members 
Mstep: Class 15 contains 18062 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 869 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174185 members 
Mstep: Class 22 contains 12405 members 
Mstep: Class 23 contains 23087 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26879 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271344.000000 Penalty: 228638.375000
Iteration 164Q: 29 clusters Score -1.382713e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 18329 members 
Mstep: Class 3 contains 36816 members 
Mstep: Class 4 contains 39155 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9959 members 
Mstep: Class 7 contains 97613 members 
Mstep: Class 8 contains 20607 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 32585 members 
Mstep: Class 15 contains 18106 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174167 members 
Mstep: Class 22 contains 12407 members 
Mstep: Class 23 contains 23086 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26881 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271344.000000 Penalty: 228638.375000
Iteration 165Q: 29 clusters Score -1.382713e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 18321 members 
Mstep: Class 3 contains 36816 members 
Mstep: Class 4 contains 39146 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9952 members 
Mstep: Class 7 contains 97651 members 
Mstep: Class 8 contains 20607 members 
Mstep: Class 9 contains 11260 members 
Mstep: Class 10 contains 2746 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7493 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 32584 members 
Mstep: Class 15 contains 18149 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174156 members 
Mstep: Class 22 contains 12409 members 
Mstep: Class 23 contains 23084 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26882 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271440.000000 Penalty: 228638.375000
Iteration 166Q: 29 clusters Score -1.382714e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 18312 members 
Mstep: Class 3 contains 36816 members 
Mstep: Class 4 contains 39142 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9944 members 
Mstep: Class 7 contains 97691 members 
Mstep: Class 8 contains 20607 members 
Mstep: Class 9 contains 11261 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7434 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 32583 members 
Mstep: Class 15 contains 18199 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174140 members 
Mstep: Class 22 contains 12412 members 
Mstep: Class 23 contains 23083 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26886 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271456.000000 Penalty: 228638.375000
Iteration 167Q: 29 clusters Score -1.382715e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 18309 members 
Mstep: Class 3 contains 36815 members 
Mstep: Class 4 contains 39132 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9937 members 
Mstep: Class 7 contains 97733 members 
Mstep: Class 8 contains 20607 members 
Mstep: Class 9 contains 11258 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7369 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 32579 members 
Mstep: Class 15 contains 18255 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174133 members 
Mstep: Class 22 contains 12412 members 
Mstep: Class 23 contains 23081 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26889 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271376.000000 Penalty: 228638.375000
Iteration 168Q: 29 clusters Score -1.382714e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 18306 members 
Mstep: Class 3 contains 36815 members 
Mstep: Class 4 contains 39123 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9932 members 
Mstep: Class 7 contains 97774 members 
Mstep: Class 8 contains 20606 members 
Mstep: Class 9 contains 11258 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7296 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 32575 members 
Mstep: Class 15 contains 18305 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174125 members 
Mstep: Class 22 contains 12419 members 
Mstep: Class 23 contains 23080 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26895 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271456.000000 Penalty: 228638.375000
Iteration 169Q: 29 clusters Score -1.382715e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 18304 members 
Mstep: Class 3 contains 36814 members 
Mstep: Class 4 contains 39118 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9929 members 
Mstep: Class 7 contains 97813 members 
Mstep: Class 8 contains 20606 members 
Mstep: Class 9 contains 11260 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7228 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 32572 members 
Mstep: Class 15 contains 18352 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174115 members 
Mstep: Class 22 contains 12423 members 
Mstep: Class 23 contains 23079 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26896 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271472.000000 Penalty: 228638.375000
Iteration 170Q: 29 clusters Score -1.382715e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 18301 members 
Mstep: Class 3 contains 36814 members 
Mstep: Class 4 contains 39111 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9920 members 
Mstep: Class 7 contains 97862 members 
Mstep: Class 8 contains 20606 members 
Mstep: Class 9 contains 11264 members 
Mstep: Class 10 contains 2748 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32570 members 
Mstep: Class 15 contains 18410 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174096 members 
Mstep: Class 22 contains 12423 members 
Mstep: Class 23 contains 23077 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26898 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271360.000000 Penalty: 228638.375000
Iteration 171Q: 29 clusters Score -1.382714e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 18292 members 
Mstep: Class 3 contains 36814 members 
Mstep: Class 4 contains 39098 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9915 members 
Mstep: Class 7 contains 97913 members 
Mstep: Class 8 contains 20602 members 
Mstep: Class 9 contains 11269 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7082 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32569 members 
Mstep: Class 15 contains 18479 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174076 members 
Mstep: Class 22 contains 12421 members 
Mstep: Class 23 contains 23077 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26900 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271472.000000 Penalty: 228638.375000
Iteration 172Q: 29 clusters Score -1.382715e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 18291 members 
Mstep: Class 3 contains 36814 members 
Mstep: Class 4 contains 39092 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9912 members 
Mstep: Class 7 contains 97963 members 
Mstep: Class 8 contains 20601 members 
Mstep: Class 9 contains 11272 members 
Mstep: Class 10 contains 2744 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 7000 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 32566 members 
Mstep: Class 15 contains 18543 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174056 members 
Mstep: Class 22 contains 12423 members 
Mstep: Class 23 contains 23076 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26900 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271456.000000 Penalty: 228638.375000
Iteration 173Q: 29 clusters Score -1.382715e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 18292 members 
Mstep: Class 3 contains 36814 members 
Mstep: Class 4 contains 39094 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9904 members 
Mstep: Class 7 contains 98007 members 
Mstep: Class 8 contains 20600 members 
Mstep: Class 9 contains 11272 members 
Mstep: Class 10 contains 2743 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 6905 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 32562 members 
Mstep: Class 15 contains 18608 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174037 members 
Mstep: Class 22 contains 12432 members 
Mstep: Class 23 contains 23075 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26906 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271520.000000 Penalty: 228638.375000
Iteration 174Q: 29 clusters Score -1.382715e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 18290 members 
Mstep: Class 3 contains 36814 members 
Mstep: Class 4 contains 39092 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9899 members 
Mstep: Class 7 contains 98063 members 
Mstep: Class 8 contains 20599 members 
Mstep: Class 9 contains 11273 members 
Mstep: Class 10 contains 2743 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 6791 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 32558 members 
Mstep: Class 15 contains 18678 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174028 members 
Mstep: Class 22 contains 12438 members 
Mstep: Class 23 contains 23074 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26909 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271488.000000 Penalty: 228638.375000
Iteration 175Q: 29 clusters Score -1.382715e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 18282 members 
Mstep: Class 3 contains 36814 members 
Mstep: Class 4 contains 39091 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9897 members 
Mstep: Class 7 contains 98099 members 
Mstep: Class 8 contains 20600 members 
Mstep: Class 9 contains 11276 members 
Mstep: Class 10 contains 2742 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 6687 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 32556 members 
Mstep: Class 15 contains 18759 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174023 members 
Mstep: Class 22 contains 12437 members 
Mstep: Class 23 contains 23072 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26914 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271536.000000 Penalty: 228638.375000
Iteration 176Q: 29 clusters Score -1.382715e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 18276 members 
Mstep: Class 3 contains 36814 members 
Mstep: Class 4 contains 39082 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9898 members 
Mstep: Class 7 contains 98148 members 
Mstep: Class 8 contains 20600 members 
Mstep: Class 9 contains 11277 members 
Mstep: Class 10 contains 2738 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 6570 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 32553 members 
Mstep: Class 15 contains 18851 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174017 members 
Mstep: Class 22 contains 12438 members 
Mstep: Class 23 contains 23071 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26915 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271552.000000 Penalty: 228638.375000
Iteration 177Q: 29 clusters Score -1.382716e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 18272 members 
Mstep: Class 3 contains 36814 members 
Mstep: Class 4 contains 39073 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9896 members 
Mstep: Class 7 contains 98183 members 
Mstep: Class 8 contains 20601 members 
Mstep: Class 9 contains 11279 members 
Mstep: Class 10 contains 2737 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 6483 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 32551 members 
Mstep: Class 15 contains 18930 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 174001 members 
Mstep: Class 22 contains 12437 members 
Mstep: Class 23 contains 23071 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26920 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271680.000000 Penalty: 228638.375000
Iteration 178Q: 29 clusters Score -1.382717e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 18264 members 
Mstep: Class 3 contains 36814 members 
Mstep: Class 4 contains 39061 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9888 members 
Mstep: Class 7 contains 98228 members 
Mstep: Class 8 contains 20601 members 
Mstep: Class 9 contains 11282 members 
Mstep: Class 10 contains 2737 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 6398 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 32549 members 
Mstep: Class 15 contains 19001 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173992 members 
Mstep: Class 22 contains 12436 members 
Mstep: Class 23 contains 23069 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26926 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271680.000000 Penalty: 228638.375000
Iteration 179Q: 29 clusters Score -1.382717e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 18264 members 
Mstep: Class 3 contains 36814 members 
Mstep: Class 4 contains 39060 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 98252 members 
Mstep: Class 8 contains 20599 members 
Mstep: Class 9 contains 11284 members 
Mstep: Class 10 contains 2736 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 32548 members 
Mstep: Class 15 contains 19057 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173978 members 
Mstep: Class 22 contains 12432 members 
Mstep: Class 23 contains 23069 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26935 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138271936.000000 Penalty: 228638.375000
Iteration 180F: 29 clusters Score -1.382719e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 18260 members 
Mstep: Class 3 contains 36814 members 
Mstep: Class 4 contains 39060 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9884 members 
Mstep: Class 7 contains 98277 members 
Mstep: Class 8 contains 20599 members 
Mstep: Class 9 contains 11288 members 
Mstep: Class 10 contains 2734 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 32546 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 814 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173970 members 
Mstep: Class 22 contains 12436 members 
Mstep: Class 23 contains 23069 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26939 members 
Mstep: Class 27 contains 295 members 
Mstep: Class 28 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138272832.000000 Penalty: 228638.375000
Iteration 181Q: 29 clusters Score -1.382728e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 18258 members 
Mstep: Class 3 contains 36814 members 
Mstep: Class 4 contains 39058 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9878 members 
Mstep: Class 7 contains 98293 members 
Mstep: Class 8 contains 20599 members 
Mstep: Class 9 contains 11287 members 
Mstep: Class 10 contains 2731 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 6192 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 32545 members 
Mstep: Class 15 contains 19172 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4636 members 
Mstep: Class 19 contains 770 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173960 members 
Mstep: Class 22 contains 12439 members 
Mstep: Class 23 contains 23069 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26941 members 
Mstep: Class 27 contains 293 members 
Mstep: Class 28 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273776.000000 Penalty: 228638.375000
Iteration 182Q: 29 clusters Score -1.382738e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 18252 members 
Mstep: Class 3 contains 36814 members 
Mstep: Class 4 contains 39059 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9872 members 
Mstep: Class 7 contains 98322 members 
Mstep: Class 8 contains 20600 members 
Mstep: Class 9 contains 11288 members 
Mstep: Class 10 contains 2731 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 6112 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 32544 members 
Mstep: Class 15 contains 19239 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4636 members 
Mstep: Class 19 contains 762 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173951 members 
Mstep: Class 22 contains 12440 members 
Mstep: Class 23 contains 23067 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26941 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138274064.000000 Penalty: 228638.375000
Iteration 183Q: 29 clusters Score -1.382741e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 18253 members 
Mstep: Class 3 contains 36815 members 
Mstep: Class 4 contains 39047 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 98350 members 
Mstep: Class 8 contains 20601 members 
Mstep: Class 9 contains 11287 members 
Mstep: Class 10 contains 2731 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 6040 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 32540 members 
Mstep: Class 15 contains 19304 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4636 members 
Mstep: Class 19 contains 761 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173948 members 
Mstep: Class 22 contains 12446 members 
Mstep: Class 23 contains 23065 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26944 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273776.000000 Penalty: 228638.375000
Iteration 184Q: 29 clusters Score -1.382738e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 18252 members 
Mstep: Class 3 contains 36814 members 
Mstep: Class 4 contains 39040 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9856 members 
Mstep: Class 7 contains 98380 members 
Mstep: Class 8 contains 20600 members 
Mstep: Class 9 contains 11285 members 
Mstep: Class 10 contains 2731 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5979 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 32537 members 
Mstep: Class 15 contains 19361 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4635 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173929 members 
Mstep: Class 22 contains 12453 members 
Mstep: Class 23 contains 23064 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26951 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273728.000000 Penalty: 228638.375000
Iteration 185Q: 29 clusters Score -1.382737e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 18247 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39036 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9847 members 
Mstep: Class 7 contains 98402 members 
Mstep: Class 8 contains 20603 members 
Mstep: Class 9 contains 11284 members 
Mstep: Class 10 contains 2731 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5931 members 
Mstep: Class 13 contains 13375 members 
Mstep: Class 14 contains 32532 members 
Mstep: Class 15 contains 19411 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4635 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173921 members 
Mstep: Class 22 contains 12456 members 
Mstep: Class 23 contains 23060 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26956 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273824.000000 Penalty: 228638.375000
Iteration 186Q: 29 clusters Score -1.382738e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 18246 members 
Mstep: Class 3 contains 36812 members 
Mstep: Class 4 contains 39030 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9844 members 
Mstep: Class 7 contains 98414 members 
Mstep: Class 8 contains 20601 members 
Mstep: Class 9 contains 11286 members 
Mstep: Class 10 contains 2730 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5891 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 32526 members 
Mstep: Class 15 contains 19459 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173916 members 
Mstep: Class 22 contains 12458 members 
Mstep: Class 23 contains 23059 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26957 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273904.000000 Penalty: 228638.375000
Iteration 187Q: 29 clusters Score -1.382739e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 18247 members 
Mstep: Class 3 contains 36812 members 
Mstep: Class 4 contains 39027 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9836 members 
Mstep: Class 7 contains 98433 members 
Mstep: Class 8 contains 20603 members 
Mstep: Class 9 contains 11287 members 
Mstep: Class 10 contains 2730 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5843 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32523 members 
Mstep: Class 15 contains 19511 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173902 members 
Mstep: Class 22 contains 12458 members 
Mstep: Class 23 contains 23058 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26956 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273872.000000 Penalty: 228638.375000
Iteration 188Q: 29 clusters Score -1.382739e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18243 members 
Mstep: Class 3 contains 36812 members 
Mstep: Class 4 contains 39019 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9831 members 
Mstep: Class 7 contains 98450 members 
Mstep: Class 8 contains 20604 members 
Mstep: Class 9 contains 11288 members 
Mstep: Class 10 contains 2730 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5801 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32520 members 
Mstep: Class 15 contains 19554 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173894 members 
Mstep: Class 22 contains 12466 members 
Mstep: Class 23 contains 23057 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26956 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273840.000000 Penalty: 228638.375000
Iteration 189Q: 29 clusters Score -1.382738e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18239 members 
Mstep: Class 3 contains 36812 members 
Mstep: Class 4 contains 39017 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9828 members 
Mstep: Class 7 contains 98467 members 
Mstep: Class 8 contains 20606 members 
Mstep: Class 9 contains 11288 members 
Mstep: Class 10 contains 2731 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5765 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32518 members 
Mstep: Class 15 contains 19586 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173891 members 
Mstep: Class 22 contains 12464 members 
Mstep: Class 23 contains 23057 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26956 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273824.000000 Penalty: 228638.375000
Iteration 190Q: 29 clusters Score -1.382738e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18237 members 
Mstep: Class 3 contains 36812 members 
Mstep: Class 4 contains 39015 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9826 members 
Mstep: Class 7 contains 98490 members 
Mstep: Class 8 contains 20606 members 
Mstep: Class 9 contains 11287 members 
Mstep: Class 10 contains 2732 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5723 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32512 members 
Mstep: Class 15 contains 19622 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173886 members 
Mstep: Class 22 contains 12463 members 
Mstep: Class 23 contains 23056 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26958 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273712.000000 Penalty: 228638.375000
Iteration 191Q: 29 clusters Score -1.382737e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18232 members 
Mstep: Class 3 contains 36812 members 
Mstep: Class 4 contains 39010 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9825 members 
Mstep: Class 7 contains 98498 members 
Mstep: Class 8 contains 20607 members 
Mstep: Class 9 contains 11289 members 
Mstep: Class 10 contains 2732 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5698 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32509 members 
Mstep: Class 15 contains 19648 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173883 members 
Mstep: Class 22 contains 12464 members 
Mstep: Class 23 contains 23055 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26963 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273776.000000 Penalty: 228638.375000
Iteration 192Q: 29 clusters Score -1.382738e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18227 members 
Mstep: Class 3 contains 36812 members 
Mstep: Class 4 contains 39006 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9823 members 
Mstep: Class 7 contains 98512 members 
Mstep: Class 8 contains 20608 members 
Mstep: Class 9 contains 11289 members 
Mstep: Class 10 contains 2732 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5678 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32506 members 
Mstep: Class 15 contains 19671 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173879 members 
Mstep: Class 22 contains 12463 members 
Mstep: Class 23 contains 23055 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26964 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273808.000000 Penalty: 228638.375000
Iteration 193Q: 29 clusters Score -1.382738e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18225 members 
Mstep: Class 3 contains 36812 members 
Mstep: Class 4 contains 39011 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9821 members 
Mstep: Class 7 contains 98534 members 
Mstep: Class 8 contains 20606 members 
Mstep: Class 9 contains 11289 members 
Mstep: Class 10 contains 2732 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5657 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32502 members 
Mstep: Class 15 contains 19679 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173878 members 
Mstep: Class 22 contains 12462 members 
Mstep: Class 23 contains 23054 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26963 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273808.000000 Penalty: 228638.375000
Iteration 194Q: 29 clusters Score -1.382738e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18225 members 
Mstep: Class 3 contains 36812 members 
Mstep: Class 4 contains 39011 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9818 members 
Mstep: Class 7 contains 98538 members 
Mstep: Class 8 contains 20607 members 
Mstep: Class 9 contains 11290 members 
Mstep: Class 10 contains 2732 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5641 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32499 members 
Mstep: Class 15 contains 19690 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173884 members 
Mstep: Class 22 contains 12462 members 
Mstep: Class 23 contains 23053 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26963 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273808.000000 Penalty: 228638.375000
Iteration 195Q: 29 clusters Score -1.382738e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18222 members 
Mstep: Class 3 contains 36812 members 
Mstep: Class 4 contains 39011 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9812 members 
Mstep: Class 7 contains 98548 members 
Mstep: Class 8 contains 20608 members 
Mstep: Class 9 contains 11293 members 
Mstep: Class 10 contains 2732 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5627 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32496 members 
Mstep: Class 15 contains 19703 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173885 members 
Mstep: Class 22 contains 12461 members 
Mstep: Class 23 contains 23052 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26963 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273840.000000 Penalty: 228638.375000
Iteration 196Q: 29 clusters Score -1.382738e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18222 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39010 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9808 members 
Mstep: Class 7 contains 98563 members 
Mstep: Class 8 contains 20607 members 
Mstep: Class 9 contains 11293 members 
Mstep: Class 10 contains 2731 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32493 members 
Mstep: Class 15 contains 19712 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173887 members 
Mstep: Class 22 contains 12458 members 
Mstep: Class 23 contains 23051 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26962 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273680.000000 Penalty: 228638.375000
Iteration 197Q: 29 clusters Score -1.382737e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18223 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39010 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9807 members 
Mstep: Class 7 contains 98574 members 
Mstep: Class 8 contains 20611 members 
Mstep: Class 9 contains 11293 members 
Mstep: Class 10 contains 2730 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5590 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32491 members 
Mstep: Class 15 contains 19724 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173888 members 
Mstep: Class 22 contains 12461 members 
Mstep: Class 23 contains 23046 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26964 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273712.000000 Penalty: 228638.375000
Iteration 198Q: 29 clusters Score -1.382737e+08 nChanged 51
Entering ConstructFrom: 
Score: -138273712.000000 Penalty: 228638.375000
Entering ConstructFrom: 
Trying to split cluster 1 (3403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Entering Unmasked Estep 
Score: -729730.687500 Penalty: 4981.103027
	Iteration 0F: 2 clusters Score -729730.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -723710.812500 Penalty: 9962.206055
	Iteration 0F: 3 clusters Score -723710.8 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -725105.375000 Penalty: 9962.206055
	Iteration 1F: 3 clusters Score -725105.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -725858.250000 Penalty: 9962.206055
	Iteration 2F: 3 clusters Score -725858.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -726355.187500 Penalty: 9962.206055
	Iteration 3F: 3 clusters Score -726355.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -726716.562500 Penalty: 9962.206055
	Iteration 4F: 3 clusters Score -726716.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -727076.562500 Penalty: 9962.206055
	Iteration 5F: 3 clusters Score -727076.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -727496.250000 Penalty: 9962.206055
	Iteration 6F: 3 clusters Score -727496.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -727919.375000 Penalty: 9962.206055
	Iteration 7F: 3 clusters Score -727919.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -728428.062500 Penalty: 9962.206055
	Iteration 8F: 3 clusters Score -728428.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -728863.125000 Penalty: 9962.206055
	Iteration 9Q: 3 clusters Score -728863.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -729023.562500 Penalty: 9962.206055
	Iteration 10Q: 3 clusters Score -729023.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -729072.250000 Penalty: 9962.206055
	Iteration 11Q: 3 clusters Score -729072.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -729093.625000 Penalty: 9962.206055
	Iteration 12Q: 3 clusters Score -729093.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -729110.437500 Penalty: 9962.206055
	Iteration 13Q: 3 clusters Score -729110.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -729123.187500 Penalty: 9962.206055
	Iteration 14Q: 3 clusters Score -729123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -729124.625000 Penalty: 9962.206055
	Iteration 15Q: 3 clusters Score -729124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -729127.875000 Penalty: 9962.206055
	Iteration 16Q: 3 clusters Score -729127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -729132.437500 Penalty: 9962.206055
	Iteration 17Q: 3 clusters Score -729132.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -729133.937500 Penalty: 9962.206055
	Iteration 18Q: 3 clusters Score -729133.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -729136.187500 Penalty: 9962.206055
	Iteration 19Q: 3 clusters Score -729136.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -729137.875000 Penalty: 9962.206055
	Iteration 20F: 3 clusters Score -729137.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Entering Unmasked Estep 
Score: -4160517.750000 Penalty: 6008.927734
	Iteration 0F: 2 clusters Score -4160518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -4145062.750000 Penalty: 12017.855469
	Iteration 0F: 3 clusters Score -4145063 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -4149005.750000 Penalty: 12017.855469
	Iteration 1F: 3 clusters Score -4149006 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -4149611.500000 Penalty: 12017.855469
	Iteration 2F: 3 clusters Score -4149612 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -4149995.750000 Penalty: 12017.855469
	Iteration 3Q: 3 clusters Score -4149996 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -4150283.000000 Penalty: 12017.855469
	Iteration 4Q: 3 clusters Score -4150283 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -4150472.000000 Penalty: 12017.855469
	Iteration 5Q: 3 clusters Score -4150472 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -4150632.250000 Penalty: 12017.855469
	Iteration 6Q: 3 clusters Score -4150632 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -4150769.250000 Penalty: 12017.855469
	Iteration 7Q: 3 clusters Score -4150769 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -4150895.000000 Penalty: 12017.855469
	Iteration 8Q: 3 clusters Score -4150895 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -4151025.000000 Penalty: 12017.855469
	Iteration 9Q: 3 clusters Score -4151025 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -4151128.250000 Penalty: 12017.855469
	Iteration 10Q: 3 clusters Score -4151128 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -4151259.250000 Penalty: 12017.855469
	Iteration 11Q: 3 clusters Score -4151259 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -4151375.250000 Penalty: 12017.855469
	Iteration 12Q: 3 clusters Score -4151375 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -4151520.500000 Penalty: 12017.855469
	Iteration 13Q: 3 clusters Score -4151520 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -4151698.750000 Penalty: 12017.855469
	Iteration 14Q: 3 clusters Score -4151699 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -4151900.000000 Penalty: 12017.855469
	Iteration 15Q: 3 clusters Score -4151900 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -4152112.750000 Penalty: 12017.855469
	Iteration 16Q: 3 clusters Score -4152113 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -4152372.250000 Penalty: 12017.855469
	Iteration 17Q: 3 clusters Score -4152372 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -4152686.750000 Penalty: 12017.855469
	Iteration 18Q: 3 clusters Score -4152687 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -4153014.000000 Penalty: 12017.855469
	Iteration 19Q: 3 clusters Score -4153014 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -4153374.000000 Penalty: 12017.855469
	Iteration 20F: 3 clusters Score -4153374 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4153726.000000 Penalty: 12017.855469
	Iteration 21Q: 3 clusters Score -4153726 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4154025.500000 Penalty: 12017.855469
	Iteration 22Q: 3 clusters Score -4154026 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4154276.000000 Penalty: 12017.855469
	Iteration 23Q: 3 clusters Score -4154276 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4154488.500000 Penalty: 12017.855469
	Iteration 24Q: 3 clusters Score -4154488 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4154680.000000 Penalty: 12017.855469
	Iteration 25Q: 3 clusters Score -4154680 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4154843.000000 Penalty: 12017.855469
	Iteration 26Q: 3 clusters Score -4154843 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4154902.500000 Penalty: 12017.855469
	Iteration 27Q: 3 clusters Score -4154902 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4154962.000000 Penalty: 12017.855469
	Iteration 28Q: 3 clusters Score -4154962 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4155020.000000 Penalty: 12017.855469
	Iteration 29Q: 3 clusters Score -4155020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4155060.000000 Penalty: 12017.855469
	Iteration 30Q: 3 clusters Score -4155060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4155103.750000 Penalty: 12017.855469
	Iteration 31Q: 3 clusters Score -4155104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4155149.250000 Penalty: 12017.855469
	Iteration 32Q: 3 clusters Score -4155149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4155182.500000 Penalty: 12017.855469
	Iteration 33Q: 3 clusters Score -4155182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4155200.500000 Penalty: 12017.855469
	Iteration 34Q: 3 clusters Score -4155200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4155211.000000 Penalty: 12017.855469
	Iteration 35Q: 3 clusters Score -4155211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4155217.000000 Penalty: 12017.855469
	Iteration 36Q: 3 clusters Score -4155217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4155227.000000 Penalty: 12017.855469
	Iteration 37Q: 3 clusters Score -4155227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4155229.000000 Penalty: 12017.855469
	Iteration 38Q: 3 clusters Score -4155229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4155231.500000 Penalty: 12017.855469
	Iteration 39Q: 3 clusters Score -4155232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4155232.500000 Penalty: 12017.855469
	Iteration 40F: 3 clusters Score -4155232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4155230.750000 Penalty: 12017.855469
	Iteration 41Q: 3 clusters Score -4155231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4155230.500000 Penalty: 12017.855469
	Iteration 42Q: 3 clusters Score -4155230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4155234.500000 Penalty: 12017.855469
	Iteration 43Q: 3 clusters Score -4155234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4155234.500000 Penalty: 12017.855469
	Iteration 44Q: 3 clusters Score -4155234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4155234.750000 Penalty: 12017.855469
	Iteration 45Q: 3 clusters Score -4155235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4155237.000000 Penalty: 12017.855469
	Iteration 46Q: 3 clusters Score -4155237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4155236.750000 Penalty: 12017.855469
	Iteration 47Q: 3 clusters Score -4155237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4155241.500000 Penalty: 12017.855469
	Iteration 48Q: 3 clusters Score -4155242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4155240.500000 Penalty: 12017.855469
	Iteration 49Q: 3 clusters Score -4155240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4155244.250000 Penalty: 12017.855469
	Iteration 50Q: 3 clusters Score -4155244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4155251.750000 Penalty: 12017.855469
	Iteration 51Q: 3 clusters Score -4155252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4155256.250000 Penalty: 12017.855469
	Iteration 52Q: 3 clusters Score -4155256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4155259.500000 Penalty: 12017.855469
	Iteration 53Q: 3 clusters Score -4155260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4155264.000000 Penalty: 12017.855469
	Iteration 54Q: 3 clusters Score -4155264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4155268.000000 Penalty: 12017.855469
	Iteration 55Q: 3 clusters Score -4155268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4155268.000000 Penalty: 12017.855469
	Iteration 56F: 3 clusters Score -4155268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Entering Unmasked Estep 
Score: -8392454.000000 Penalty: 6439.583496
	Iteration 0F: 2 clusters Score -8392454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -8365181.000000 Penalty: 12879.166992
	Iteration 0F: 3 clusters Score -8365181 nChanged 15793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -8373792.000000 Penalty: 12879.166992
	Iteration 1F: 3 clusters Score -8373792 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -8374675.500000 Penalty: 12879.166992
	Iteration 2F: 3 clusters Score -8374676 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -8375361.500000 Penalty: 12879.166992
	Iteration 3Q: 3 clusters Score -8375362 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -8375918.500000 Penalty: 12879.166992
	Iteration 4Q: 3 clusters Score -8375918 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -8376418.500000 Penalty: 12879.166992
	Iteration 5Q: 3 clusters Score -8376418 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -8376970.000000 Penalty: 12879.166992
	Iteration 6Q: 3 clusters Score -8376970 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -8377595.000000 Penalty: 12879.166992
	Iteration 7Q: 3 clusters Score -8377595 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -8378386.500000 Penalty: 12879.166992
	Iteration 8Q: 3 clusters Score -8378386 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -8379377.500000 Penalty: 12879.166992
	Iteration 9Q: 3 clusters Score -8379378 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -8380548.500000 Penalty: 12879.166992
	Iteration 10F: 3 clusters Score -8380548 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -8381863.500000 Penalty: 12879.166992
	Iteration 11F: 3 clusters Score -8381864 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -8383139.000000 Penalty: 12879.166992
	Iteration 12Q: 3 clusters Score -8383139 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -8384167.000000 Penalty: 12879.166992
	Iteration 13Q: 3 clusters Score -8384167 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -8384931.500000 Penalty: 12879.166992
	Iteration 14Q: 3 clusters Score -8384932 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -8385507.000000 Penalty: 12879.166992
	Iteration 15Q: 3 clusters Score -8385507 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -8385877.500000 Penalty: 12879.166992
	Iteration 16Q: 3 clusters Score -8385878 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -8386141.000000 Penalty: 12879.166992
	Iteration 17Q: 3 clusters Score -8386141 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -8386312.500000 Penalty: 12879.166992
	Iteration 18Q: 3 clusters Score -8386312 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -8386458.500000 Penalty: 12879.166992
	Iteration 19Q: 3 clusters Score -8386458 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -8386586.000000 Penalty: 12879.166992
	Iteration 20F: 3 clusters Score -8386586 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -8386649.500000 Penalty: 12879.166992
	Iteration 21Q: 3 clusters Score -8386650 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -8386695.000000 Penalty: 12879.166992
	Iteration 22Q: 3 clusters Score -8386695 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -8386743.500000 Penalty: 12879.166992
	Iteration 23Q: 3 clusters Score -8386744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -8386798.500000 Penalty: 12879.166992
	Iteration 24Q: 3 clusters Score -8386798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -8386808.500000 Penalty: 12879.166992
	Iteration 25Q: 3 clusters Score -8386808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -8386840.000000 Penalty: 12879.166992
	Iteration 26Q: 3 clusters Score -8386840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -8386872.000000 Penalty: 12879.166992
	Iteration 27Q: 3 clusters Score -8386872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -8386903.500000 Penalty: 12879.166992
	Iteration 28Q: 3 clusters Score -8386904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -8386926.000000 Penalty: 12879.166992
	Iteration 29Q: 3 clusters Score -8386926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -8386928.500000 Penalty: 12879.166992
	Iteration 30Q: 3 clusters Score -8386928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -8386941.500000 Penalty: 12879.166992
	Iteration 31Q: 3 clusters Score -8386942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -8386951.500000 Penalty: 12879.166992
	Iteration 32Q: 3 clusters Score -8386952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -8386951.000000 Penalty: 12879.166992
	Iteration 33Q: 3 clusters Score -8386951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -8386948.500000 Penalty: 12879.166992
	Iteration 34Q: 3 clusters Score -8386948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -8386954.000000 Penalty: 12879.166992
	Iteration 35Q: 3 clusters Score -8386954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -8386961.000000 Penalty: 12879.166992
	Iteration 36Q: 3 clusters Score -8386961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -8386960.000000 Penalty: 12879.166992
	Iteration 37Q: 3 clusters Score -8386960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -8386975.000000 Penalty: 12879.166992
	Iteration 38Q: 3 clusters Score -8386975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -8386977.500000 Penalty: 12879.166992
	Iteration 39Q: 3 clusters Score -8386978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -8386981.000000 Penalty: 12879.166992
	Iteration 40F: 3 clusters Score -8386981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -8386986.500000 Penalty: 12879.166992
	Iteration 41Q: 3 clusters Score -8386986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -8386993.000000 Penalty: 12879.166992
	Iteration 42Q: 3 clusters Score -8386993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -8386993.000000 Penalty: 12879.166992
	Iteration 43F: 3 clusters Score -8386993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Entering Unmasked Estep 
Score: -8856998.000000 Penalty: 6475.104492
	Iteration 0F: 2 clusters Score -8856998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -8828272.000000 Penalty: 12950.208984
	Iteration 0F: 3 clusters Score -8828272 nChanged 16891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -8837570.000000 Penalty: 12950.208984
	Iteration 1F: 3 clusters Score -8837570 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -8838874.000000 Penalty: 12950.208984
	Iteration 2F: 3 clusters Score -8838874 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -8840483.000000 Penalty: 12950.208984
	Iteration 3F: 3 clusters Score -8840483 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -8842490.000000 Penalty: 12950.208984
	Iteration 4F: 3 clusters Score -8842490 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -8844662.000000 Penalty: 12950.208984
	Iteration 5F: 3 clusters Score -8844662 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -8846538.000000 Penalty: 12950.208984
	Iteration 6F: 3 clusters Score -8846538 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -8847847.000000 Penalty: 12950.208984
	Iteration 7F: 3 clusters Score -8847847 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -8848780.000000 Penalty: 12950.208984
	Iteration 8Q: 3 clusters Score -8848780 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -8849519.000000 Penalty: 12950.208984
	Iteration 9Q: 3 clusters Score -8849519 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -8850139.000000 Penalty: 12950.208984
	Iteration 10Q: 3 clusters Score -8850139 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -8850646.000000 Penalty: 12950.208984
	Iteration 11Q: 3 clusters Score -8850646 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -8851032.000000 Penalty: 12950.208984
	Iteration 12Q: 3 clusters Score -8851032 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -8851390.000000 Penalty: 12950.208984
	Iteration 13Q: 3 clusters Score -8851390 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -8851636.000000 Penalty: 12950.208984
	Iteration 14Q: 3 clusters Score -8851636 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -8851886.000000 Penalty: 12950.208984
	Iteration 15Q: 3 clusters Score -8851886 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -8851993.000000 Penalty: 12950.208984
	Iteration 16Q: 3 clusters Score -8851993 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -8852178.000000 Penalty: 12950.208984
	Iteration 17Q: 3 clusters Score -8852178 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -8852254.000000 Penalty: 12950.208984
	Iteration 18Q: 3 clusters Score -8852254 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -8852271.000000 Penalty: 12950.208984
	Iteration 19Q: 3 clusters Score -8852271 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -8852329.000000 Penalty: 12950.208984
	Iteration 20F: 3 clusters Score -8852329 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -8852413.000000 Penalty: 12950.208984
	Iteration 21Q: 3 clusters Score -8852413 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -8852479.000000 Penalty: 12950.208984
	Iteration 22Q: 3 clusters Score -8852479 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -8852517.000000 Penalty: 12950.208984
	Iteration 23Q: 3 clusters Score -8852517 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -8852547.000000 Penalty: 12950.208984
	Iteration 24Q: 3 clusters Score -8852547 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -8852579.000000 Penalty: 12950.208984
	Iteration 25Q: 3 clusters Score -8852579 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -8852634.000000 Penalty: 12950.208984
	Iteration 26Q: 3 clusters Score -8852634 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -8852675.000000 Penalty: 12950.208984
	Iteration 27Q: 3 clusters Score -8852675 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -8852680.000000 Penalty: 12950.208984
	Iteration 28Q: 3 clusters Score -8852680 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -8852723.000000 Penalty: 12950.208984
	Iteration 29Q: 3 clusters Score -8852723 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -8852781.000000 Penalty: 12950.208984
	Iteration 30Q: 3 clusters Score -8852781 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -8852779.000000 Penalty: 12950.208984
	Iteration 31Q: 3 clusters Score -8852779 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -8852813.000000 Penalty: 12950.208984
	Iteration 32Q: 3 clusters Score -8852813 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -8852813.000000 Penalty: 12950.208984
	Iteration 33Q: 3 clusters Score -8852813 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -8852842.000000 Penalty: 12950.208984
	Iteration 34Q: 3 clusters Score -8852842 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -8852854.000000 Penalty: 12950.208984
	Iteration 35Q: 3 clusters Score -8852854 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -8852862.000000 Penalty: 12950.208984
	Iteration 36Q: 3 clusters Score -8852862 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -8852876.000000 Penalty: 12950.208984
	Iteration 37Q: 3 clusters Score -8852876 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -8852900.000000 Penalty: 12950.208984
	Iteration 38Q: 3 clusters Score -8852900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -8852904.000000 Penalty: 12950.208984
	Iteration 39Q: 3 clusters Score -8852904 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -8852938.000000 Penalty: 12950.208984
	Iteration 40F: 3 clusters Score -8852938 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -8852951.000000 Penalty: 12950.208984
	Iteration 41Q: 3 clusters Score -8852951 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -8852962.000000 Penalty: 12950.208984
	Iteration 42Q: 3 clusters Score -8852962 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -8852990.000000 Penalty: 12950.208984
	Iteration 43Q: 3 clusters Score -8852990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -8853001.000000 Penalty: 12950.208984
	Iteration 44Q: 3 clusters Score -8853001 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -8853006.000000 Penalty: 12950.208984
	Iteration 45Q: 3 clusters Score -8853006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -8853011.000000 Penalty: 12950.208984
	Iteration 46Q: 3 clusters Score -8853011 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -8853014.000000 Penalty: 12950.208984
	Iteration 47Q: 3 clusters Score -8853014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -8853015.000000 Penalty: 12950.208984
	Iteration 48Q: 3 clusters Score -8853015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -8853039.000000 Penalty: 12950.208984
	Iteration 49Q: 3 clusters Score -8853039 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -8853030.000000 Penalty: 12950.208984
	Iteration 50Q: 3 clusters Score -8853030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -8853056.000000 Penalty: 12950.208984
	Iteration 51Q: 3 clusters Score -8853056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -8853064.000000 Penalty: 12950.208984
	Iteration 52Q: 3 clusters Score -8853064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -8853060.000000 Penalty: 12950.208984
	Iteration 53Q: 3 clusters Score -8853060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -8853069.000000 Penalty: 12950.208984
	Iteration 54Q: 3 clusters Score -8853069 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -8853091.000000 Penalty: 12950.208984
	Iteration 55Q: 3 clusters Score -8853091 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -8853106.000000 Penalty: 12950.208984
	Iteration 56Q: 3 clusters Score -8853106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -8853122.000000 Penalty: 12950.208984
	Iteration 57Q: 3 clusters Score -8853122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -8853107.000000 Penalty: 12950.208984
	Iteration 58Q: 3 clusters Score -8853107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -8853117.000000 Penalty: 12950.208984
	Iteration 59Q: 3 clusters Score -8853117 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -8853115.000000 Penalty: 12950.208984
	Iteration 60F: 3 clusters Score -8853115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -8853126.000000 Penalty: 12950.208984
	Iteration 61Q: 3 clusters Score -8853126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -8853132.000000 Penalty: 12950.208984
	Iteration 62Q: 3 clusters Score -8853132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -8853143.000000 Penalty: 12950.208984
	Iteration 63Q: 3 clusters Score -8853143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -8853136.000000 Penalty: 12950.208984
	Iteration 64Q: 3 clusters Score -8853136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -8853150.000000 Penalty: 12950.208984
	Iteration 65Q: 3 clusters Score -8853150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -8853157.000000 Penalty: 12950.208984
	Iteration 66Q: 3 clusters Score -8853157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -8853157.000000 Penalty: 12950.208984
	Iteration 67Q: 3 clusters Score -8853157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -8853153.000000 Penalty: 12950.208984
	Iteration 68Q: 3 clusters Score -8853153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -8853153.000000 Penalty: 12950.208984
	Iteration 69Q: 3 clusters Score -8853153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -8853151.000000 Penalty: 12950.208984
	Iteration 70Q: 3 clusters Score -8853151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -8853166.000000 Penalty: 12950.208984
	Iteration 71Q: 3 clusters Score -8853166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -8853193.000000 Penalty: 12950.208984
	Iteration 72Q: 3 clusters Score -8853193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -8853187.000000 Penalty: 12950.208984
	Iteration 73Q: 3 clusters Score -8853187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -8853192.000000 Penalty: 12950.208984
	Iteration 74Q: 3 clusters Score -8853192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -8853188.000000 Penalty: 12950.208984
	Iteration 75Q: 3 clusters Score -8853188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -8853194.000000 Penalty: 12950.208984
	Iteration 76Q: 3 clusters Score -8853194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -8853192.000000 Penalty: 12950.208984
	Iteration 77Q: 3 clusters Score -8853192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -8853208.000000 Penalty: 12950.208984
	Iteration 78Q: 3 clusters Score -8853208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -8853206.000000 Penalty: 12950.208984
	Iteration 79Q: 3 clusters Score -8853206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -8853229.000000 Penalty: 12950.208984
	Iteration 80F: 3 clusters Score -8853229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -8853211.000000 Penalty: 12950.208984
	Iteration 81Q: 3 clusters Score -8853211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -8853216.000000 Penalty: 12950.208984
	Iteration 82Q: 3 clusters Score -8853216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -8853229.000000 Penalty: 12950.208984
	Iteration 83Q: 3 clusters Score -8853229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -8853239.000000 Penalty: 12950.208984
	Iteration 84Q: 3 clusters Score -8853239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -8853248.000000 Penalty: 12950.208984
	Iteration 85Q: 3 clusters Score -8853248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -8853231.000000 Penalty: 12950.208984
	Iteration 86Q: 3 clusters Score -8853231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -8853231.000000 Penalty: 12950.208984
	Iteration 87Q: 3 clusters Score -8853231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -8853243.000000 Penalty: 12950.208984
	Iteration 88Q: 3 clusters Score -8853243 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -8853245.000000 Penalty: 12950.208984
	Iteration 89Q: 3 clusters Score -8853245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -8853238.000000 Penalty: 12950.208984
	Iteration 90Q: 3 clusters Score -8853238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -8853261.000000 Penalty: 12950.208984
	Iteration 91Q: 3 clusters Score -8853261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -8853270.000000 Penalty: 12950.208984
	Iteration 92Q: 3 clusters Score -8853270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -8853284.000000 Penalty: 12950.208984
	Iteration 93Q: 3 clusters Score -8853284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -8853289.000000 Penalty: 12950.208984
	Iteration 94Q: 3 clusters Score -8853289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -8853272.000000 Penalty: 12950.208984
	Iteration 95Q: 3 clusters Score -8853272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -8853272.000000 Penalty: 12950.208984
	Iteration 96Q: 3 clusters Score -8853272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -8853299.000000 Penalty: 12950.208984
	Iteration 97Q: 3 clusters Score -8853299 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -8853296.000000 Penalty: 12950.208984
	Iteration 98Q: 3 clusters Score -8853296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -8853294.000000 Penalty: 12950.208984
	Iteration 99Q: 3 clusters Score -8853294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -8853304.000000 Penalty: 12950.208984
	Iteration 100F: 3 clusters Score -8853304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -8853328.000000 Penalty: 12950.208984
	Iteration 101Q: 3 clusters Score -8853328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -8853338.000000 Penalty: 12950.208984
	Iteration 102Q: 3 clusters Score -8853338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -8853333.000000 Penalty: 12950.208984
	Iteration 103Q: 3 clusters Score -8853333 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -8853378.000000 Penalty: 12950.208984
	Iteration 104Q: 3 clusters Score -8853378 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -8853423.000000 Penalty: 12950.208984
	Iteration 105Q: 3 clusters Score -8853423 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -8853442.000000 Penalty: 12950.208984
	Iteration 106Q: 3 clusters Score -8853442 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -8853475.000000 Penalty: 12950.208984
	Iteration 107Q: 3 clusters Score -8853475 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -8853491.000000 Penalty: 12950.208984
	Iteration 108Q: 3 clusters Score -8853491 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -8853510.000000 Penalty: 12950.208984
	Iteration 109Q: 3 clusters Score -8853510 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -8853530.000000 Penalty: 12950.208984
	Iteration 110Q: 3 clusters Score -8853530 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -8853543.000000 Penalty: 12950.208984
	Iteration 111Q: 3 clusters Score -8853543 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -8853575.000000 Penalty: 12950.208984
	Iteration 112Q: 3 clusters Score -8853575 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -8853651.000000 Penalty: 12950.208984
	Iteration 113Q: 3 clusters Score -8853651 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -8853792.000000 Penalty: 12950.208984
	Iteration 114Q: 3 clusters Score -8853792 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -8853865.000000 Penalty: 12950.208984
	Iteration 115Q: 3 clusters Score -8853865 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -8853950.000000 Penalty: 12950.208984
	Iteration 116Q: 3 clusters Score -8853950 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -8854009.000000 Penalty: 12950.208984
	Iteration 117Q: 3 clusters Score -8854009 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -8854075.000000 Penalty: 12950.208984
	Iteration 118Q: 3 clusters Score -8854075 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -8854127.000000 Penalty: 12950.208984
	Iteration 119Q: 3 clusters Score -8854127 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -8854171.000000 Penalty: 12950.208984
	Iteration 120F: 3 clusters Score -8854171 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -8854246.000000 Penalty: 12950.208984
	Iteration 121Q: 3 clusters Score -8854246 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -8854254.000000 Penalty: 12950.208984
	Iteration 122Q: 3 clusters Score -8854254 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -8854300.000000 Penalty: 12950.208984
	Iteration 123Q: 3 clusters Score -8854300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -8854313.000000 Penalty: 12950.208984
	Iteration 124Q: 3 clusters Score -8854313 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -8854343.000000 Penalty: 12950.208984
	Iteration 125Q: 3 clusters Score -8854343 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -8854374.000000 Penalty: 12950.208984
	Iteration 126Q: 3 clusters Score -8854374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -8854378.000000 Penalty: 12950.208984
	Iteration 127Q: 3 clusters Score -8854378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -8854390.000000 Penalty: 12950.208984
	Iteration 128Q: 3 clusters Score -8854390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -8854401.000000 Penalty: 12950.208984
	Iteration 129Q: 3 clusters Score -8854401 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -8854393.000000 Penalty: 12950.208984
	Iteration 130Q: 3 clusters Score -8854393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -8854394.000000 Penalty: 12950.208984
	Iteration 131Q: 3 clusters Score -8854394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -8854397.000000 Penalty: 12950.208984
	Iteration 132Q: 3 clusters Score -8854397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -8854428.000000 Penalty: 12950.208984
	Iteration 133Q: 3 clusters Score -8854428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -8854429.000000 Penalty: 12950.208984
	Iteration 134Q: 3 clusters Score -8854429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -8854429.000000 Penalty: 12950.208984
	Iteration 135Q: 3 clusters Score -8854429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -8854437.000000 Penalty: 12950.208984
	Iteration 136Q: 3 clusters Score -8854437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -8854438.000000 Penalty: 12950.208984
	Iteration 137Q: 3 clusters Score -8854438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -8854441.000000 Penalty: 12950.208984
	Iteration 138Q: 3 clusters Score -8854441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -8854441.000000 Penalty: 12950.208984
	Iteration 139Q: 3 clusters Score -8854441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -8854443.000000 Penalty: 12950.208984
	Iteration 140F: 3 clusters Score -8854443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Entering Unmasked Estep 
Score: -11572184.000000 Penalty: 6634.469238
	Iteration 0F: 2 clusters Score -1.157218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -11536037.000000 Penalty: 13268.938477
	Iteration 0F: 3 clusters Score -1.153604e+07 nChanged 22431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -11548022.000000 Penalty: 13268.938477
	Iteration 1F: 3 clusters Score -1.154802e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -11548902.000000 Penalty: 13268.938477
	Iteration 2Q: 3 clusters Score -1.15489e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -11549670.000000 Penalty: 13268.938477
	Iteration 3Q: 3 clusters Score -1.154967e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -11550418.000000 Penalty: 13268.938477
	Iteration 4Q: 3 clusters Score -1.155042e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -11551307.000000 Penalty: 13268.938477
	Iteration 5Q: 3 clusters Score -1.155131e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -11552590.000000 Penalty: 13268.938477
	Iteration 6Q: 3 clusters Score -1.155259e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -11554497.000000 Penalty: 13268.938477
	Iteration 7F: 3 clusters Score -1.15545e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -11557014.000000 Penalty: 13268.938477
	Iteration 8F: 3 clusters Score -1.155701e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -11560082.000000 Penalty: 13268.938477
	Iteration 9F: 3 clusters Score -1.156008e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -11562671.000000 Penalty: 13268.938477
	Iteration 10F: 3 clusters Score -1.156267e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -11564356.000000 Penalty: 13268.938477
	Iteration 11Q: 3 clusters Score -1.156436e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -11565302.000000 Penalty: 13268.938477
	Iteration 12Q: 3 clusters Score -1.15653e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -11565749.000000 Penalty: 13268.938477
	Iteration 13Q: 3 clusters Score -1.156575e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -11566016.000000 Penalty: 13268.938477
	Iteration 14Q: 3 clusters Score -1.156602e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -11566124.000000 Penalty: 13268.938477
	Iteration 15Q: 3 clusters Score -1.156612e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -11566227.000000 Penalty: 13268.938477
	Iteration 16Q: 3 clusters Score -1.156623e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -11566284.000000 Penalty: 13268.938477
	Iteration 17Q: 3 clusters Score -1.156628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -11566314.000000 Penalty: 13268.938477
	Iteration 18Q: 3 clusters Score -1.156631e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -11566324.000000 Penalty: 13268.938477
	Iteration 19Q: 3 clusters Score -1.156632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -11566343.000000 Penalty: 13268.938477
	Iteration 20F: 3 clusters Score -1.156634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -11566363.000000 Penalty: 13268.938477
	Iteration 21Q: 3 clusters Score -1.156636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -11566383.000000 Penalty: 13268.938477
	Iteration 22Q: 3 clusters Score -1.156638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -11566400.000000 Penalty: 13268.938477
	Iteration 23Q: 3 clusters Score -1.15664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -11566404.000000 Penalty: 13268.938477
	Iteration 24Q: 3 clusters Score -1.15664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -11566414.000000 Penalty: 13268.938477
	Iteration 25Q: 3 clusters Score -1.156641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -11566417.000000 Penalty: 13268.938477
	Iteration 26Q: 3 clusters Score -1.156642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -11566427.000000 Penalty: 13268.938477
	Iteration 27Q: 3 clusters Score -1.156643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -11566425.000000 Penalty: 13268.938477
	Iteration 28Q: 3 clusters Score -1.156642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -11566428.000000 Penalty: 13268.938477
	Iteration 29Q: 3 clusters Score -1.156643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -11566424.000000 Penalty: 13268.938477
	Iteration 30Q: 3 clusters Score -1.156642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -11566446.000000 Penalty: 13268.938477
	Iteration 31Q: 3 clusters Score -1.156645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -11566443.000000 Penalty: 13268.938477
	Iteration 32Q: 3 clusters Score -1.156644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -11566449.000000 Penalty: 13268.938477
	Iteration 33Q: 3 clusters Score -1.156645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -11566455.000000 Penalty: 13268.938477
	Iteration 34Q: 3 clusters Score -1.156646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -11566460.000000 Penalty: 13268.938477
	Iteration 35Q: 3 clusters Score -1.156646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -11566461.000000 Penalty: 13268.938477
	Iteration 36Q: 3 clusters Score -1.156646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -11566466.000000 Penalty: 13268.938477
	Iteration 37Q: 3 clusters Score -1.156647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -11566469.000000 Penalty: 13268.938477
	Iteration 38Q: 3 clusters Score -1.156647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -11566469.000000 Penalty: 13268.938477
	Iteration 39F: 3 clusters Score -1.156647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Entering Unmasked Estep 
Score: -2241717.250000 Penalty: 5629.334473
	Iteration 0F: 2 clusters Score -2241717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2231614.500000 Penalty: 11258.668945
	Iteration 0F: 3 clusters Score -2231614 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2233717.250000 Penalty: 11258.668945
	Iteration 1F: 3 clusters Score -2233717 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2234122.500000 Penalty: 11258.668945
	Iteration 2F: 3 clusters Score -2234122 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2234366.750000 Penalty: 11258.668945
	Iteration 3Q: 3 clusters Score -2234367 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2234528.250000 Penalty: 11258.668945
	Iteration 4Q: 3 clusters Score -2234528 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2234673.250000 Penalty: 11258.668945
	Iteration 5Q: 3 clusters Score -2234673 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2234770.500000 Penalty: 11258.668945
	Iteration 6Q: 3 clusters Score -2234770 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2234835.500000 Penalty: 11258.668945
	Iteration 7Q: 3 clusters Score -2234836 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2234876.500000 Penalty: 11258.668945
	Iteration 8Q: 3 clusters Score -2234876 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2234908.250000 Penalty: 11258.668945
	Iteration 9Q: 3 clusters Score -2234908 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2234939.000000 Penalty: 11258.668945
	Iteration 10Q: 3 clusters Score -2234939 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2234959.500000 Penalty: 11258.668945
	Iteration 11Q: 3 clusters Score -2234960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2234981.250000 Penalty: 11258.668945
	Iteration 12Q: 3 clusters Score -2234981 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2235005.250000 Penalty: 11258.668945
	Iteration 13Q: 3 clusters Score -2235005 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2235020.750000 Penalty: 11258.668945
	Iteration 14Q: 3 clusters Score -2235021 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2235033.500000 Penalty: 11258.668945
	Iteration 15Q: 3 clusters Score -2235034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2235047.000000 Penalty: 11258.668945
	Iteration 16Q: 3 clusters Score -2235047 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2235065.250000 Penalty: 11258.668945
	Iteration 17Q: 3 clusters Score -2235065 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2235081.250000 Penalty: 11258.668945
	Iteration 18Q: 3 clusters Score -2235081 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2235097.000000 Penalty: 11258.668945
	Iteration 19Q: 3 clusters Score -2235097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2235112.500000 Penalty: 11258.668945
	Iteration 20F: 3 clusters Score -2235112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2235124.500000 Penalty: 11258.668945
	Iteration 21Q: 3 clusters Score -2235124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2235148.000000 Penalty: 11258.668945
	Iteration 22Q: 3 clusters Score -2235148 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2235174.750000 Penalty: 11258.668945
	Iteration 23Q: 3 clusters Score -2235175 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2235193.000000 Penalty: 11258.668945
	Iteration 24Q: 3 clusters Score -2235193 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2235210.500000 Penalty: 11258.668945
	Iteration 25Q: 3 clusters Score -2235210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2235220.750000 Penalty: 11258.668945
	Iteration 26Q: 3 clusters Score -2235221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2235235.250000 Penalty: 11258.668945
	Iteration 27Q: 3 clusters Score -2235235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2235243.500000 Penalty: 11258.668945
	Iteration 28Q: 3 clusters Score -2235244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2235244.750000 Penalty: 11258.668945
	Iteration 29Q: 3 clusters Score -2235245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2235257.000000 Penalty: 11258.668945
	Iteration 30Q: 3 clusters Score -2235257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2235260.500000 Penalty: 11258.668945
	Iteration 31Q: 3 clusters Score -2235260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2235266.500000 Penalty: 11258.668945
	Iteration 32Q: 3 clusters Score -2235266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2235272.500000 Penalty: 11258.668945
	Iteration 33Q: 3 clusters Score -2235272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2235285.000000 Penalty: 11258.668945
	Iteration 34Q: 3 clusters Score -2235285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2235284.500000 Penalty: 11258.668945
	Iteration 35Q: 3 clusters Score -2235284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2235297.000000 Penalty: 11258.668945
	Iteration 36Q: 3 clusters Score -2235297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2235299.500000 Penalty: 11258.668945
	Iteration 37Q: 3 clusters Score -2235300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2235301.000000 Penalty: 11258.668945
	Iteration 38Q: 3 clusters Score -2235301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2235304.500000 Penalty: 11258.668945
	Iteration 39Q: 3 clusters Score -2235304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2235304.000000 Penalty: 11258.668945
	Iteration 40F: 3 clusters Score -2235304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2235302.000000 Penalty: 11258.668945
	Iteration 41Q: 3 clusters Score -2235302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2235306.750000 Penalty: 11258.668945
	Iteration 42Q: 3 clusters Score -2235307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2235310.750000 Penalty: 11258.668945
	Iteration 43Q: 3 clusters Score -2235311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2235310.000000 Penalty: 11258.668945
	Iteration 44Q: 3 clusters Score -2235310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2235306.000000 Penalty: 11258.668945
	Iteration 45Q: 3 clusters Score -2235306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2235307.750000 Penalty: 11258.668945
	Iteration 46Q: 3 clusters Score -2235308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2235307.750000 Penalty: 11258.668945
	Iteration 47Q: 3 clusters Score -2235308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2235308.500000 Penalty: 11258.668945
	Iteration 48Q: 3 clusters Score -2235308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2235310.500000 Penalty: 11258.668945
	Iteration 49Q: 3 clusters Score -2235310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2235315.750000 Penalty: 11258.668945
	Iteration 50Q: 3 clusters Score -2235316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2235313.500000 Penalty: 11258.668945
	Iteration 51Q: 3 clusters Score -2235314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2235313.500000 Penalty: 11258.668945
	Iteration 52Q: 3 clusters Score -2235314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2235313.500000 Penalty: 11258.668945
	Iteration 53Q: 3 clusters Score -2235314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2235314.000000 Penalty: 11258.668945
	Iteration 54Q: 3 clusters Score -2235314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2235312.250000 Penalty: 11258.668945
	Iteration 55Q: 3 clusters Score -2235312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2235316.000000 Penalty: 11258.668945
	Iteration 56Q: 3 clusters Score -2235316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2235311.250000 Penalty: 11258.668945
	Iteration 57Q: 3 clusters Score -2235311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2235315.250000 Penalty: 11258.668945
	Iteration 58Q: 3 clusters Score -2235315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2235315.500000 Penalty: 11258.668945
	Iteration 59Q: 3 clusters Score -2235316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2235313.250000 Penalty: 11258.668945
	Iteration 60F: 3 clusters Score -2235313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2235317.500000 Penalty: 11258.668945
	Iteration 61Q: 3 clusters Score -2235318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2235319.250000 Penalty: 11258.668945
	Iteration 62Q: 3 clusters Score -2235319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2235317.250000 Penalty: 11258.668945
	Iteration 63Q: 3 clusters Score -2235317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2235318.000000 Penalty: 11258.668945
	Iteration 64Q: 3 clusters Score -2235318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2235318.750000 Penalty: 11258.668945
	Iteration 65Q: 3 clusters Score -2235319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2235318.500000 Penalty: 11258.668945
	Iteration 66Q: 3 clusters Score -2235318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2235321.500000 Penalty: 11258.668945
	Iteration 67Q: 3 clusters Score -2235322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2235326.000000 Penalty: 11258.668945
	Iteration 68Q: 3 clusters Score -2235326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2235326.500000 Penalty: 11258.668945
	Iteration 69Q: 3 clusters Score -2235326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2235333.500000 Penalty: 11258.668945
	Iteration 70Q: 3 clusters Score -2235334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2235333.500000 Penalty: 11258.668945
	Iteration 71Q: 3 clusters Score -2235334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2235330.750000 Penalty: 11258.668945
	Iteration 72Q: 3 clusters Score -2235331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2235328.500000 Penalty: 11258.668945
	Iteration 73Q: 3 clusters Score -2235328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2235329.750000 Penalty: 11258.668945
	Iteration 74Q: 3 clusters Score -2235330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2235334.000000 Penalty: 11258.668945
	Iteration 75Q: 3 clusters Score -2235334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2235336.500000 Penalty: 11258.668945
	Iteration 76Q: 3 clusters Score -2235336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2235338.750000 Penalty: 11258.668945
	Iteration 77Q: 3 clusters Score -2235339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2235338.750000 Penalty: 11258.668945
	Iteration 78Q: 3 clusters Score -2235339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2235340.250000 Penalty: 11258.668945
	Iteration 79Q: 3 clusters Score -2235340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2235345.000000 Penalty: 11258.668945
	Iteration 80F: 3 clusters Score -2235345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2235343.500000 Penalty: 11258.668945
	Iteration 81Q: 3 clusters Score -2235344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2235345.750000 Penalty: 11258.668945
	Iteration 82Q: 3 clusters Score -2235346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2235347.000000 Penalty: 11258.668945
	Iteration 83Q: 3 clusters Score -2235347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2235348.250000 Penalty: 11258.668945
	Iteration 84Q: 3 clusters Score -2235348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2235346.000000 Penalty: 11258.668945
	Iteration 85Q: 3 clusters Score -2235346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2235348.750000 Penalty: 11258.668945
	Iteration 86Q: 3 clusters Score -2235349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2235351.750000 Penalty: 11258.668945
	Iteration 87Q: 3 clusters Score -2235352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2235353.250000 Penalty: 11258.668945
	Iteration 88Q: 3 clusters Score -2235353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2235351.750000 Penalty: 11258.668945
	Iteration 89Q: 3 clusters Score -2235352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2235353.250000 Penalty: 11258.668945
	Iteration 90Q: 3 clusters Score -2235353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2235355.000000 Penalty: 11258.668945
	Iteration 91Q: 3 clusters Score -2235355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2235355.000000 Penalty: 11258.668945
	Iteration 92F: 3 clusters Score -2235355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (98577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98577 members 
Entering Unmasked Estep 
Score: -22742392.000000 Penalty: 7042.888184
	Iteration 0F: 2 clusters Score -2.274239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -22675502.000000 Penalty: 14085.776367
	Iteration 0F: 3 clusters Score -2.26755e+07 nChanged 44936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -22700220.000000 Penalty: 14085.776367
	Iteration 1F: 3 clusters Score -2.270022e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -22702072.000000 Penalty: 14085.776367
	Iteration 2Q: 3 clusters Score -2.270207e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -22703862.000000 Penalty: 14085.776367
	Iteration 3Q: 3 clusters Score -2.270386e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -22705936.000000 Penalty: 14085.776367
	Iteration 4Q: 3 clusters Score -2.270594e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -22707984.000000 Penalty: 14085.776367
	Iteration 5Q: 3 clusters Score -2.270798e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -22710152.000000 Penalty: 14085.776367
	Iteration 6Q: 3 clusters Score -2.271015e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -22712216.000000 Penalty: 14085.776367
	Iteration 7Q: 3 clusters Score -2.271222e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -22714250.000000 Penalty: 14085.776367
	Iteration 8Q: 3 clusters Score -2.271425e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -22716378.000000 Penalty: 14085.776367
	Iteration 9Q: 3 clusters Score -2.271638e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -22718236.000000 Penalty: 14085.776367
	Iteration 10Q: 3 clusters Score -2.271824e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -22720266.000000 Penalty: 14085.776367
	Iteration 11Q: 3 clusters Score -2.272027e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 72340 members 
Entering Unmasked Estep 
Score: -22722244.000000 Penalty: 14085.776367
	Iteration 12Q: 3 clusters Score -2.272224e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -22724152.000000 Penalty: 14085.776367
	Iteration 13Q: 3 clusters Score -2.272415e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 78803 members 
Entering Unmasked Estep 
Score: -22725990.000000 Penalty: 14085.776367
	Iteration 14Q: 3 clusters Score -2.272599e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -22727492.000000 Penalty: 14085.776367
	Iteration 15Q: 3 clusters Score -2.272749e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 84263 members 
Entering Unmasked Estep 
Score: -22728996.000000 Penalty: 14085.776367
	Iteration 16Q: 3 clusters Score -2.2729e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 86539 members 
Entering Unmasked Estep 
Score: -22730218.000000 Penalty: 14085.776367
	Iteration 17Q: 3 clusters Score -2.273022e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 88551 members 
Entering Unmasked Estep 
Score: -22731462.000000 Penalty: 14085.776367
	Iteration 18Q: 3 clusters Score -2.273146e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 90288 members 
Entering Unmasked Estep 
Score: -22732422.000000 Penalty: 14085.776367
	Iteration 19Q: 3 clusters Score -2.273242e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -22733220.000000 Penalty: 14085.776367
	Iteration 20F: 3 clusters Score -2.273322e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 92939 members 
Entering Unmasked Estep 
Score: -22734004.000000 Penalty: 14085.776367
	Iteration 21Q: 3 clusters Score -2.2734e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 93866 members 
Entering Unmasked Estep 
Score: -22734536.000000 Penalty: 14085.776367
	Iteration 22Q: 3 clusters Score -2.273454e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 94583 members 
Entering Unmasked Estep 
Score: -22734960.000000 Penalty: 14085.776367
	Iteration 23Q: 3 clusters Score -2.273496e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -22735318.000000 Penalty: 14085.776367
	Iteration 24Q: 3 clusters Score -2.273532e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 95558 members 
Entering Unmasked Estep 
Score: -22735552.000000 Penalty: 14085.776367
	Iteration 25Q: 3 clusters Score -2.273555e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 95895 members 
Entering Unmasked Estep 
Score: -22735746.000000 Penalty: 14085.776367
	Iteration 26Q: 3 clusters Score -2.273575e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 96148 members 
Entering Unmasked Estep 
Score: -22735872.000000 Penalty: 14085.776367
	Iteration 27Q: 3 clusters Score -2.273587e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 96345 members 
Entering Unmasked Estep 
Score: -22735952.000000 Penalty: 14085.776367
	Iteration 28Q: 3 clusters Score -2.273595e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 96491 members 
Entering Unmasked Estep 
Score: -22736022.000000 Penalty: 14085.776367
	Iteration 29Q: 3 clusters Score -2.273602e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 96604 members 
Entering Unmasked Estep 
Score: -22736076.000000 Penalty: 14085.776367
	Iteration 30Q: 3 clusters Score -2.273608e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 96682 members 
Entering Unmasked Estep 
Score: -22736116.000000 Penalty: 14085.776367
	Iteration 31Q: 3 clusters Score -2.273612e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -22736132.000000 Penalty: 14085.776367
	Iteration 32Q: 3 clusters Score -2.273613e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 96803 members 
Entering Unmasked Estep 
Score: -22736174.000000 Penalty: 14085.776367
	Iteration 33Q: 3 clusters Score -2.273617e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 96857 members 
Entering Unmasked Estep 
Score: -22736234.000000 Penalty: 14085.776367
	Iteration 34Q: 3 clusters Score -2.273623e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 96907 members 
Entering Unmasked Estep 
Score: -22736278.000000 Penalty: 14085.776367
	Iteration 35Q: 3 clusters Score -2.273628e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 96957 members 
Entering Unmasked Estep 
Score: -22736294.000000 Penalty: 14085.776367
	Iteration 36Q: 3 clusters Score -2.273629e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 96988 members 
Entering Unmasked Estep 
Score: -22736328.000000 Penalty: 14085.776367
	Iteration 37Q: 3 clusters Score -2.273633e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 97016 members 
Entering Unmasked Estep 
Score: -22736352.000000 Penalty: 14085.776367
	Iteration 38Q: 3 clusters Score -2.273635e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 97044 members 
Entering Unmasked Estep 
Score: -22736374.000000 Penalty: 14085.776367
	Iteration 39Q: 3 clusters Score -2.273637e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -22736402.000000 Penalty: 14085.776367
	Iteration 40F: 3 clusters Score -2.27364e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 97093 members 
Entering Unmasked Estep 
Score: -22736406.000000 Penalty: 14085.776367
	Iteration 41Q: 3 clusters Score -2.273641e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 97109 members 
Entering Unmasked Estep 
Score: -22736426.000000 Penalty: 14085.776367
	Iteration 42Q: 3 clusters Score -2.273643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 97125 members 
Entering Unmasked Estep 
Score: -22736418.000000 Penalty: 14085.776367
	Iteration 43Q: 3 clusters Score -2.273642e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 97145 members 
Entering Unmasked Estep 
Score: -22736438.000000 Penalty: 14085.776367
	Iteration 44Q: 3 clusters Score -2.273644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 97157 members 
Entering Unmasked Estep 
Score: -22736446.000000 Penalty: 14085.776367
	Iteration 45Q: 3 clusters Score -2.273645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 97166 members 
Entering Unmasked Estep 
Score: -22736444.000000 Penalty: 14085.776367
	Iteration 46Q: 3 clusters Score -2.273644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 97174 members 
Entering Unmasked Estep 
Score: -22736432.000000 Penalty: 14085.776367
	Iteration 47Q: 3 clusters Score -2.273643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 97183 members 
Entering Unmasked Estep 
Score: -22736444.000000 Penalty: 14085.776367
	Iteration 48Q: 3 clusters Score -2.273644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 97188 members 
Entering Unmasked Estep 
Score: -22736450.000000 Penalty: 14085.776367
	Iteration 49Q: 3 clusters Score -2.273645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 97194 members 
Entering Unmasked Estep 
Score: -22736436.000000 Penalty: 14085.776367
	Iteration 50Q: 3 clusters Score -2.273644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 97203 members 
Entering Unmasked Estep 
Score: -22736424.000000 Penalty: 14085.776367
	Iteration 51Q: 3 clusters Score -2.273642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 97207 members 
Entering Unmasked Estep 
Score: -22736436.000000 Penalty: 14085.776367
	Iteration 52Q: 3 clusters Score -2.273644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 97211 members 
Entering Unmasked Estep 
Score: -22736426.000000 Penalty: 14085.776367
	Iteration 53Q: 3 clusters Score -2.273643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 97215 members 
Entering Unmasked Estep 
Score: -22736428.000000 Penalty: 14085.776367
	Iteration 54Q: 3 clusters Score -2.273643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 97216 members 
Entering Unmasked Estep 
Score: -22736428.000000 Penalty: 14085.776367
	Iteration 55Q: 3 clusters Score -2.273643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -22736432.000000 Penalty: 14085.776367
	Iteration 56Q: 3 clusters Score -2.273643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 97219 members 
Entering Unmasked Estep 
Score: -22736428.000000 Penalty: 14085.776367
	Iteration 57Q: 3 clusters Score -2.273643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 97219 members 
Entering Unmasked Estep 
Score: -22736428.000000 Penalty: 14085.776367
	Iteration 58F: 3 clusters Score -2.273643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Entering Unmasked Estep 
Score: -4687697.000000 Penalty: 6084.347656
	Iteration 0F: 2 clusters Score -4687697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -4670874.500000 Penalty: 12168.695312
	Iteration 0F: 3 clusters Score -4670874 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -4675350.000000 Penalty: 12168.695312
	Iteration 1F: 3 clusters Score -4675350 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -4675919.500000 Penalty: 12168.695312
	Iteration 2F: 3 clusters Score -4675920 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -4676266.500000 Penalty: 12168.695312
	Iteration 3Q: 3 clusters Score -4676266 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -4676514.000000 Penalty: 12168.695312
	Iteration 4Q: 3 clusters Score -4676514 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -4676701.500000 Penalty: 12168.695312
	Iteration 5Q: 3 clusters Score -4676702 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -4676838.000000 Penalty: 12168.695312
	Iteration 6Q: 3 clusters Score -4676838 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -4676979.500000 Penalty: 12168.695312
	Iteration 7Q: 3 clusters Score -4676980 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -4677098.000000 Penalty: 12168.695312
	Iteration 8Q: 3 clusters Score -4677098 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -4677194.500000 Penalty: 12168.695312
	Iteration 9Q: 3 clusters Score -4677194 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -4677305.500000 Penalty: 12168.695312
	Iteration 10Q: 3 clusters Score -4677306 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -4677416.000000 Penalty: 12168.695312
	Iteration 11Q: 3 clusters Score -4677416 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -4677524.500000 Penalty: 12168.695312
	Iteration 12Q: 3 clusters Score -4677524 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4677622.500000 Penalty: 12168.695312
	Iteration 13Q: 3 clusters Score -4677622 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -4677744.500000 Penalty: 12168.695312
	Iteration 14Q: 3 clusters Score -4677744 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -4677882.000000 Penalty: 12168.695312
	Iteration 15Q: 3 clusters Score -4677882 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -4678043.000000 Penalty: 12168.695312
	Iteration 16Q: 3 clusters Score -4678043 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -4678190.500000 Penalty: 12168.695312
	Iteration 17Q: 3 clusters Score -4678190 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -4678340.000000 Penalty: 12168.695312
	Iteration 18Q: 3 clusters Score -4678340 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -4678471.500000 Penalty: 12168.695312
	Iteration 19Q: 3 clusters Score -4678472 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -4678623.500000 Penalty: 12168.695312
	Iteration 20F: 3 clusters Score -4678624 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4678790.500000 Penalty: 12168.695312
	Iteration 21Q: 3 clusters Score -4678790 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -4678960.500000 Penalty: 12168.695312
	Iteration 22Q: 3 clusters Score -4678960 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -4679146.000000 Penalty: 12168.695312
	Iteration 23Q: 3 clusters Score -4679146 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -4679366.000000 Penalty: 12168.695312
	Iteration 24Q: 3 clusters Score -4679366 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -4679568.500000 Penalty: 12168.695312
	Iteration 25Q: 3 clusters Score -4679568 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -4679796.000000 Penalty: 12168.695312
	Iteration 26Q: 3 clusters Score -4679796 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -4680034.000000 Penalty: 12168.695312
	Iteration 27Q: 3 clusters Score -4680034 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -4680292.000000 Penalty: 12168.695312
	Iteration 28Q: 3 clusters Score -4680292 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -4680551.000000 Penalty: 12168.695312
	Iteration 29Q: 3 clusters Score -4680551 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -4680808.000000 Penalty: 12168.695312
	Iteration 30Q: 3 clusters Score -4680808 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -4681075.500000 Penalty: 12168.695312
	Iteration 31Q: 3 clusters Score -4681076 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -4681346.500000 Penalty: 12168.695312
	Iteration 32Q: 3 clusters Score -4681346 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -4681563.500000 Penalty: 12168.695312
	Iteration 33Q: 3 clusters Score -4681564 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -4681740.000000 Penalty: 12168.695312
	Iteration 34Q: 3 clusters Score -4681740 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -4681895.000000 Penalty: 12168.695312
	Iteration 35Q: 3 clusters Score -4681895 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -4682013.500000 Penalty: 12168.695312
	Iteration 36Q: 3 clusters Score -4682014 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4682131.500000 Penalty: 12168.695312
	Iteration 37Q: 3 clusters Score -4682132 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -4682222.500000 Penalty: 12168.695312
	Iteration 38Q: 3 clusters Score -4682222 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -4682292.000000 Penalty: 12168.695312
	Iteration 39Q: 3 clusters Score -4682292 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -4682366.500000 Penalty: 12168.695312
	Iteration 40F: 3 clusters Score -4682366 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4682404.500000 Penalty: 12168.695312
	Iteration 41Q: 3 clusters Score -4682404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -4682443.000000 Penalty: 12168.695312
	Iteration 42Q: 3 clusters Score -4682443 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -4682479.000000 Penalty: 12168.695312
	Iteration 43Q: 3 clusters Score -4682479 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -4682545.000000 Penalty: 12168.695312
	Iteration 44Q: 3 clusters Score -4682545 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4682586.500000 Penalty: 12168.695312
	Iteration 45Q: 3 clusters Score -4682586 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -4682628.000000 Penalty: 12168.695312
	Iteration 46Q: 3 clusters Score -4682628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -4682664.500000 Penalty: 12168.695312
	Iteration 47Q: 3 clusters Score -4682664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -4682673.500000 Penalty: 12168.695312
	Iteration 48Q: 3 clusters Score -4682674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -4682701.000000 Penalty: 12168.695312
	Iteration 49Q: 3 clusters Score -4682701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -4682724.500000 Penalty: 12168.695312
	Iteration 50Q: 3 clusters Score -4682724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -4682735.000000 Penalty: 12168.695312
	Iteration 51Q: 3 clusters Score -4682735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -4682736.000000 Penalty: 12168.695312
	Iteration 52Q: 3 clusters Score -4682736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -4682748.000000 Penalty: 12168.695312
	Iteration 53Q: 3 clusters Score -4682748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -4682754.000000 Penalty: 12168.695312
	Iteration 54Q: 3 clusters Score -4682754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -4682765.500000 Penalty: 12168.695312
	Iteration 55Q: 3 clusters Score -4682766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -4682769.000000 Penalty: 12168.695312
	Iteration 56Q: 3 clusters Score -4682769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -4682786.000000 Penalty: 12168.695312
	Iteration 57Q: 3 clusters Score -4682786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -4682785.500000 Penalty: 12168.695312
	Iteration 58Q: 3 clusters Score -4682786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -4682783.500000 Penalty: 12168.695312
	Iteration 59Q: 3 clusters Score -4682784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -4682791.000000 Penalty: 12168.695312
	Iteration 60F: 3 clusters Score -4682791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -4682795.500000 Penalty: 12168.695312
	Iteration 61Q: 3 clusters Score -4682796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -4682796.000000 Penalty: 12168.695312
	Iteration 62Q: 3 clusters Score -4682796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -4682793.000000 Penalty: 12168.695312
	Iteration 63Q: 3 clusters Score -4682793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -4682793.000000 Penalty: 12168.695312
	Iteration 64F: 3 clusters Score -4682793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Entering Unmasked Estep 
Score: -2580571.250000 Penalty: 5715.866211
	Iteration 0F: 2 clusters Score -2580571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2569637.250000 Penalty: 11431.732422
	Iteration 0F: 3 clusters Score -2569637 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2572368.750000 Penalty: 11431.732422
	Iteration 1F: 3 clusters Score -2572369 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2573446.250000 Penalty: 11431.732422
	Iteration 2F: 3 clusters Score -2573446 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2574431.250000 Penalty: 11431.732422
	Iteration 3F: 3 clusters Score -2574431 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2575628.500000 Penalty: 11431.732422
	Iteration 4F: 3 clusters Score -2575628 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2576751.000000 Penalty: 11431.732422
	Iteration 5F: 3 clusters Score -2576751 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2577665.500000 Penalty: 11431.732422
	Iteration 6F: 3 clusters Score -2577666 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2578346.000000 Penalty: 11431.732422
	Iteration 7F: 3 clusters Score -2578346 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2578888.750000 Penalty: 11431.732422
	Iteration 8Q: 3 clusters Score -2578889 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2579268.750000 Penalty: 11431.732422
	Iteration 9Q: 3 clusters Score -2579269 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2579508.250000 Penalty: 11431.732422
	Iteration 10Q: 3 clusters Score -2579508 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2579629.000000 Penalty: 11431.732422
	Iteration 11Q: 3 clusters Score -2579629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2579700.500000 Penalty: 11431.732422
	Iteration 12Q: 3 clusters Score -2579700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2579733.250000 Penalty: 11431.732422
	Iteration 13Q: 3 clusters Score -2579733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2579754.250000 Penalty: 11431.732422
	Iteration 14Q: 3 clusters Score -2579754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2579761.750000 Penalty: 11431.732422
	Iteration 15Q: 3 clusters Score -2579762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2579779.000000 Penalty: 11431.732422
	Iteration 16Q: 3 clusters Score -2579779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2579792.250000 Penalty: 11431.732422
	Iteration 17Q: 3 clusters Score -2579792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2579798.500000 Penalty: 11431.732422
	Iteration 18Q: 3 clusters Score -2579798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2579817.250000 Penalty: 11431.732422
	Iteration 19Q: 3 clusters Score -2579817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2579819.250000 Penalty: 11431.732422
	Iteration 20F: 3 clusters Score -2579819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2579823.000000 Penalty: 11431.732422
	Iteration 21Q: 3 clusters Score -2579823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2579829.250000 Penalty: 11431.732422
	Iteration 22Q: 3 clusters Score -2579829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2579832.500000 Penalty: 11431.732422
	Iteration 23Q: 3 clusters Score -2579832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2579832.750000 Penalty: 11431.732422
	Iteration 24Q: 3 clusters Score -2579833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2579833.250000 Penalty: 11431.732422
	Iteration 25Q: 3 clusters Score -2579833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2579836.500000 Penalty: 11431.732422
	Iteration 26Q: 3 clusters Score -2579836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2579837.750000 Penalty: 11431.732422
	Iteration 27Q: 3 clusters Score -2579838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2579837.750000 Penalty: 11431.732422
	Iteration 28F: 3 clusters Score -2579838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Entering Unmasked Estep 
Score: -613650.875000 Penalty: 4845.686035
	Iteration 0F: 2 clusters Score -613650.9 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 1388 members 
Entering Unmasked Estep 
Score: -608099.812500 Penalty: 9691.372070
	Iteration 0F: 3 clusters Score -608099.8 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -608842.875000 Penalty: 9691.372070
	Iteration 1F: 3 clusters Score -608842.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -609043.812500 Penalty: 9691.372070
	Iteration 2F: 3 clusters Score -609043.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -609130.937500 Penalty: 9691.372070
	Iteration 3Q: 3 clusters Score -609130.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -609181.375000 Penalty: 9691.372070
	Iteration 4Q: 3 clusters Score -609181.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -609223.937500 Penalty: 9691.372070
	Iteration 5Q: 3 clusters Score -609223.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -609262.000000 Penalty: 9691.372070
	Iteration 6Q: 3 clusters Score -609262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -609300.312500 Penalty: 9691.372070
	Iteration 7Q: 3 clusters Score -609300.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -609328.062500 Penalty: 9691.372070
	Iteration 8Q: 3 clusters Score -609328.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -609341.312500 Penalty: 9691.372070
	Iteration 9Q: 3 clusters Score -609341.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -609350.437500 Penalty: 9691.372070
	Iteration 10Q: 3 clusters Score -609350.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -609360.750000 Penalty: 9691.372070
	Iteration 11Q: 3 clusters Score -609360.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -609371.500000 Penalty: 9691.372070
	Iteration 12Q: 3 clusters Score -609371.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -609377.875000 Penalty: 9691.372070
	Iteration 13Q: 3 clusters Score -609377.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -609381.500000 Penalty: 9691.372070
	Iteration 14Q: 3 clusters Score -609381.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -609383.937500 Penalty: 9691.372070
	Iteration 15Q: 3 clusters Score -609383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -609388.875000 Penalty: 9691.372070
	Iteration 16Q: 3 clusters Score -609388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -609391.562500 Penalty: 9691.372070
	Iteration 17Q: 3 clusters Score -609391.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -609392.125000 Penalty: 9691.372070
	Iteration 18Q: 3 clusters Score -609392.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -609393.437500 Penalty: 9691.372070
	Iteration 19Q: 3 clusters Score -609393.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -609396.687500 Penalty: 9691.372070
	Iteration 20F: 3 clusters Score -609396.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -190518.203125 Penalty: 4172.561523
	Iteration 0F: 2 clusters Score -190518.2 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 438 members 
Entering Unmasked Estep 
Score: -186540.703125 Penalty: 8345.123047
	Iteration 0F: 3 clusters Score -186540.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -186968.593750 Penalty: 8345.123047
	Iteration 1F: 3 clusters Score -186968.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -187206.593750 Penalty: 8345.123047
	Iteration 2F: 3 clusters Score -187206.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -187276.500000 Penalty: 8345.123047
	Iteration 3Q: 3 clusters Score -187276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -187299.609375 Penalty: 8345.123047
	Iteration 4Q: 3 clusters Score -187299.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -187311.281250 Penalty: 8345.123047
	Iteration 5Q: 3 clusters Score -187311.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -187323.765625 Penalty: 8345.123047
	Iteration 6Q: 3 clusters Score -187323.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -187329.937500 Penalty: 8345.123047
	Iteration 7Q: 3 clusters Score -187329.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -187329.937500 Penalty: 8345.123047
	Iteration 8F: 3 clusters Score -187329.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Entering Unmasked Estep 
Score: -1251288.000000 Penalty: 5284.222656
	Iteration 0F: 2 clusters Score -1251288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1243812.250000 Penalty: 10568.445312
	Iteration 0F: 3 clusters Score -1243812 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1245198.875000 Penalty: 10568.445312
	Iteration 1F: 3 clusters Score -1245199 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1245574.750000 Penalty: 10568.445312
	Iteration 2F: 3 clusters Score -1245575 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1245807.375000 Penalty: 10568.445312
	Iteration 3Q: 3 clusters Score -1245807 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1245970.125000 Penalty: 10568.445312
	Iteration 4Q: 3 clusters Score -1245970 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1246098.500000 Penalty: 10568.445312
	Iteration 5Q: 3 clusters Score -1246098 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1246193.625000 Penalty: 10568.445312
	Iteration 6Q: 3 clusters Score -1246194 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1246258.375000 Penalty: 10568.445312
	Iteration 7Q: 3 clusters Score -1246258 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1246308.750000 Penalty: 10568.445312
	Iteration 8Q: 3 clusters Score -1246309 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1246348.000000 Penalty: 10568.445312
	Iteration 9Q: 3 clusters Score -1246348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1246396.750000 Penalty: 10568.445312
	Iteration 10Q: 3 clusters Score -1246397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1246429.250000 Penalty: 10568.445312
	Iteration 11Q: 3 clusters Score -1246429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1246456.375000 Penalty: 10568.445312
	Iteration 12Q: 3 clusters Score -1246456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1246486.875000 Penalty: 10568.445312
	Iteration 13Q: 3 clusters Score -1246487 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1246513.125000 Penalty: 10568.445312
	Iteration 14Q: 3 clusters Score -1246513 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1246543.000000 Penalty: 10568.445312
	Iteration 15Q: 3 clusters Score -1246543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1246568.625000 Penalty: 10568.445312
	Iteration 16Q: 3 clusters Score -1246569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1246593.875000 Penalty: 10568.445312
	Iteration 17Q: 3 clusters Score -1246594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1246617.000000 Penalty: 10568.445312
	Iteration 18Q: 3 clusters Score -1246617 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1246639.625000 Penalty: 10568.445312
	Iteration 19Q: 3 clusters Score -1246640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1246668.875000 Penalty: 10568.445312
	Iteration 20F: 3 clusters Score -1246669 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1246692.125000 Penalty: 10568.445312
	Iteration 21Q: 3 clusters Score -1246692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1246715.000000 Penalty: 10568.445312
	Iteration 22Q: 3 clusters Score -1246715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1246746.625000 Penalty: 10568.445312
	Iteration 23Q: 3 clusters Score -1246747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1246778.625000 Penalty: 10568.445312
	Iteration 24Q: 3 clusters Score -1246779 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1246809.375000 Penalty: 10568.445312
	Iteration 25Q: 3 clusters Score -1246809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1246847.750000 Penalty: 10568.445312
	Iteration 26Q: 3 clusters Score -1246848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1246888.625000 Penalty: 10568.445312
	Iteration 27Q: 3 clusters Score -1246889 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1246931.500000 Penalty: 10568.445312
	Iteration 28Q: 3 clusters Score -1246932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1246959.875000 Penalty: 10568.445312
	Iteration 29Q: 3 clusters Score -1246960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1246985.000000 Penalty: 10568.445312
	Iteration 30Q: 3 clusters Score -1246985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1247017.625000 Penalty: 10568.445312
	Iteration 31Q: 3 clusters Score -1247018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1247040.625000 Penalty: 10568.445312
	Iteration 32Q: 3 clusters Score -1247041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1247060.625000 Penalty: 10568.445312
	Iteration 33Q: 3 clusters Score -1247061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1247076.125000 Penalty: 10568.445312
	Iteration 34Q: 3 clusters Score -1247076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1247091.875000 Penalty: 10568.445312
	Iteration 35Q: 3 clusters Score -1247092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1247104.875000 Penalty: 10568.445312
	Iteration 36Q: 3 clusters Score -1247105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1247125.375000 Penalty: 10568.445312
	Iteration 37Q: 3 clusters Score -1247125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1247149.750000 Penalty: 10568.445312
	Iteration 38Q: 3 clusters Score -1247150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1247170.500000 Penalty: 10568.445312
	Iteration 39Q: 3 clusters Score -1247170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1247184.375000 Penalty: 10568.445312
	Iteration 40F: 3 clusters Score -1247184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1247200.750000 Penalty: 10568.445312
	Iteration 41Q: 3 clusters Score -1247201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1247215.750000 Penalty: 10568.445312
	Iteration 42Q: 3 clusters Score -1247216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1247225.875000 Penalty: 10568.445312
	Iteration 43Q: 3 clusters Score -1247226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1247241.000000 Penalty: 10568.445312
	Iteration 44Q: 3 clusters Score -1247241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1247251.750000 Penalty: 10568.445312
	Iteration 45Q: 3 clusters Score -1247252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1247258.875000 Penalty: 10568.445312
	Iteration 46Q: 3 clusters Score -1247259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1247258.375000 Penalty: 10568.445312
	Iteration 47Q: 3 clusters Score -1247258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1247261.750000 Penalty: 10568.445312
	Iteration 48Q: 3 clusters Score -1247262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1247264.125000 Penalty: 10568.445312
	Iteration 49Q: 3 clusters Score -1247264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1247264.750000 Penalty: 10568.445312
	Iteration 50Q: 3 clusters Score -1247265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1247264.750000 Penalty: 10568.445312
	Iteration 51F: 3 clusters Score -1247265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Entering Unmasked Estep 
Score: -3055014.750000 Penalty: 5819.541504
	Iteration 0F: 2 clusters Score -3055015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3042591.500000 Penalty: 11639.083008
	Iteration 0F: 3 clusters Score -3042592 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -3045433.000000 Penalty: 11639.083008
	Iteration 1F: 3 clusters Score -3045433 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3045954.750000 Penalty: 11639.083008
	Iteration 2F: 3 clusters Score -3045955 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3046274.000000 Penalty: 11639.083008
	Iteration 3Q: 3 clusters Score -3046274 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -3046564.750000 Penalty: 11639.083008
	Iteration 4Q: 3 clusters Score -3046565 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3046843.000000 Penalty: 11639.083008
	Iteration 5Q: 3 clusters Score -3046843 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -3047101.750000 Penalty: 11639.083008
	Iteration 6Q: 3 clusters Score -3047102 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3047333.750000 Penalty: 11639.083008
	Iteration 7Q: 3 clusters Score -3047334 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -3047524.250000 Penalty: 11639.083008
	Iteration 8Q: 3 clusters Score -3047524 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -3047697.750000 Penalty: 11639.083008
	Iteration 9Q: 3 clusters Score -3047698 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3047871.500000 Penalty: 11639.083008
	Iteration 10Q: 3 clusters Score -3047872 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -3048038.500000 Penalty: 11639.083008
	Iteration 11Q: 3 clusters Score -3048038 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3048207.250000 Penalty: 11639.083008
	Iteration 12Q: 3 clusters Score -3048207 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3048349.000000 Penalty: 11639.083008
	Iteration 13Q: 3 clusters Score -3048349 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -3048501.500000 Penalty: 11639.083008
	Iteration 14Q: 3 clusters Score -3048502 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3048653.250000 Penalty: 11639.083008
	Iteration 15Q: 3 clusters Score -3048653 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3048806.750000 Penalty: 11639.083008
	Iteration 16Q: 3 clusters Score -3048807 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -3048968.000000 Penalty: 11639.083008
	Iteration 17Q: 3 clusters Score -3048968 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -3049127.000000 Penalty: 11639.083008
	Iteration 18Q: 3 clusters Score -3049127 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -3049312.750000 Penalty: 11639.083008
	Iteration 19Q: 3 clusters Score -3049313 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -3049483.500000 Penalty: 11639.083008
	Iteration 20F: 3 clusters Score -3049484 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -3049629.750000 Penalty: 11639.083008
	Iteration 21Q: 3 clusters Score -3049630 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -3049766.500000 Penalty: 11639.083008
	Iteration 22Q: 3 clusters Score -3049766 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -3049891.000000 Penalty: 11639.083008
	Iteration 23Q: 3 clusters Score -3049891 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -3050010.000000 Penalty: 11639.083008
	Iteration 24Q: 3 clusters Score -3050010 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3050110.750000 Penalty: 11639.083008
	Iteration 25Q: 3 clusters Score -3050111 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -3050211.500000 Penalty: 11639.083008
	Iteration 26Q: 3 clusters Score -3050212 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -3050283.250000 Penalty: 11639.083008
	Iteration 27Q: 3 clusters Score -3050283 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3050356.500000 Penalty: 11639.083008
	Iteration 28Q: 3 clusters Score -3050356 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -3050406.000000 Penalty: 11639.083008
	Iteration 29Q: 3 clusters Score -3050406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -3050469.000000 Penalty: 11639.083008
	Iteration 30Q: 3 clusters Score -3050469 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -3050503.500000 Penalty: 11639.083008
	Iteration 31Q: 3 clusters Score -3050504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -3050543.500000 Penalty: 11639.083008
	Iteration 32Q: 3 clusters Score -3050544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -3050571.750000 Penalty: 11639.083008
	Iteration 33Q: 3 clusters Score -3050572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3050607.250000 Penalty: 11639.083008
	Iteration 34Q: 3 clusters Score -3050607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -3050622.250000 Penalty: 11639.083008
	Iteration 35Q: 3 clusters Score -3050622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3050631.750000 Penalty: 11639.083008
	Iteration 36Q: 3 clusters Score -3050632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -3050641.750000 Penalty: 11639.083008
	Iteration 37Q: 3 clusters Score -3050642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -3050660.500000 Penalty: 11639.083008
	Iteration 38Q: 3 clusters Score -3050660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -3050673.250000 Penalty: 11639.083008
	Iteration 39Q: 3 clusters Score -3050673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3050681.500000 Penalty: 11639.083008
	Iteration 40F: 3 clusters Score -3050682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3050684.750000 Penalty: 11639.083008
	Iteration 41Q: 3 clusters Score -3050685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3050692.500000 Penalty: 11639.083008
	Iteration 42Q: 3 clusters Score -3050692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -3050700.500000 Penalty: 11639.083008
	Iteration 43Q: 3 clusters Score -3050700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -3050701.500000 Penalty: 11639.083008
	Iteration 44Q: 3 clusters Score -3050702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -3050715.750000 Penalty: 11639.083008
	Iteration 45Q: 3 clusters Score -3050716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -3050719.750000 Penalty: 11639.083008
	Iteration 46Q: 3 clusters Score -3050720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -3050723.000000 Penalty: 11639.083008
	Iteration 47Q: 3 clusters Score -3050723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -3050724.250000 Penalty: 11639.083008
	Iteration 48Q: 3 clusters Score -3050724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -3050723.500000 Penalty: 11639.083008
	Iteration 49Q: 3 clusters Score -3050724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3050722.500000 Penalty: 11639.083008
	Iteration 50Q: 3 clusters Score -3050722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -3050726.500000 Penalty: 11639.083008
	Iteration 51Q: 3 clusters Score -3050726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3050734.000000 Penalty: 11639.083008
	Iteration 52Q: 3 clusters Score -3050734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3050733.750000 Penalty: 11639.083008
	Iteration 53Q: 3 clusters Score -3050734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3050731.750000 Penalty: 11639.083008
	Iteration 54Q: 3 clusters Score -3050732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3050731.750000 Penalty: 11639.083008
	Iteration 55F: 3 clusters Score -3050732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Entering Unmasked Estep 
Score: -7279186.500000 Penalty: 6363.090332
	Iteration 0F: 2 clusters Score -7279186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -7254547.500000 Penalty: 12726.180664
	Iteration 0F: 3 clusters Score -7254548 nChanged 14001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -7261905.000000 Penalty: 12726.180664
	Iteration 1F: 3 clusters Score -7261905 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -7262635.500000 Penalty: 12726.180664
	Iteration 2F: 3 clusters Score -7262636 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -7263171.000000 Penalty: 12726.180664
	Iteration 3Q: 3 clusters Score -7263171 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -7263615.000000 Penalty: 12726.180664
	Iteration 4Q: 3 clusters Score -7263615 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -7263970.500000 Penalty: 12726.180664
	Iteration 5Q: 3 clusters Score -7263970 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -7264369.000000 Penalty: 12726.180664
	Iteration 6Q: 3 clusters Score -7264369 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -7264859.500000 Penalty: 12726.180664
	Iteration 7Q: 3 clusters Score -7264860 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -7265399.000000 Penalty: 12726.180664
	Iteration 8Q: 3 clusters Score -7265399 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -7266109.500000 Penalty: 12726.180664
	Iteration 9Q: 3 clusters Score -7266110 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -7266965.000000 Penalty: 12726.180664
	Iteration 10Q: 3 clusters Score -7266965 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -7268064.500000 Penalty: 12726.180664
	Iteration 11F: 3 clusters Score -7268064 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -7269332.500000 Penalty: 12726.180664
	Iteration 12F: 3 clusters Score -7269332 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -7270654.000000 Penalty: 12726.180664
	Iteration 13Q: 3 clusters Score -7270654 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -7271769.000000 Penalty: 12726.180664
	Iteration 14Q: 3 clusters Score -7271769 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7272524.500000 Penalty: 12726.180664
	Iteration 15Q: 3 clusters Score -7272524 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7272946.000000 Penalty: 12726.180664
	Iteration 16Q: 3 clusters Score -7272946 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7273220.500000 Penalty: 12726.180664
	Iteration 17Q: 3 clusters Score -7273220 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7273386.500000 Penalty: 12726.180664
	Iteration 18Q: 3 clusters Score -7273386 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7273469.000000 Penalty: 12726.180664
	Iteration 19Q: 3 clusters Score -7273469 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7273554.500000 Penalty: 12726.180664
	Iteration 20F: 3 clusters Score -7273554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7273601.000000 Penalty: 12726.180664
	Iteration 21Q: 3 clusters Score -7273601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7273641.000000 Penalty: 12726.180664
	Iteration 22Q: 3 clusters Score -7273641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7273699.000000 Penalty: 12726.180664
	Iteration 23Q: 3 clusters Score -7273699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7273733.000000 Penalty: 12726.180664
	Iteration 24Q: 3 clusters Score -7273733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7273743.000000 Penalty: 12726.180664
	Iteration 25Q: 3 clusters Score -7273743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7273754.000000 Penalty: 12726.180664
	Iteration 26Q: 3 clusters Score -7273754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7273762.500000 Penalty: 12726.180664
	Iteration 27Q: 3 clusters Score -7273762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7273761.500000 Penalty: 12726.180664
	Iteration 28Q: 3 clusters Score -7273762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7273766.000000 Penalty: 12726.180664
	Iteration 29Q: 3 clusters Score -7273766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7273766.000000 Penalty: 12726.180664
	Iteration 30F: 3 clusters Score -7273766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Entering Unmasked Estep 
Score: -4460469.500000 Penalty: 6057.871094
	Iteration 0F: 2 clusters Score -4460470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -4444096.500000 Penalty: 12115.742188
	Iteration 0F: 3 clusters Score -4444096 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4448389.500000 Penalty: 12115.742188
	Iteration 1F: 3 clusters Score -4448390 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -4449030.000000 Penalty: 12115.742188
	Iteration 2F: 3 clusters Score -4449030 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -4449499.000000 Penalty: 12115.742188
	Iteration 3F: 3 clusters Score -4449499 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -4449871.000000 Penalty: 12115.742188
	Iteration 4Q: 3 clusters Score -4449871 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -4450262.000000 Penalty: 12115.742188
	Iteration 5Q: 3 clusters Score -4450262 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -4450604.500000 Penalty: 12115.742188
	Iteration 6Q: 3 clusters Score -4450604 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -4450938.500000 Penalty: 12115.742188
	Iteration 7Q: 3 clusters Score -4450938 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -4451282.500000 Penalty: 12115.742188
	Iteration 8Q: 3 clusters Score -4451282 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -4451665.000000 Penalty: 12115.742188
	Iteration 9Q: 3 clusters Score -4451665 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -4452063.500000 Penalty: 12115.742188
	Iteration 10Q: 3 clusters Score -4452064 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -4452456.500000 Penalty: 12115.742188
	Iteration 11Q: 3 clusters Score -4452456 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4452834.500000 Penalty: 12115.742188
	Iteration 12Q: 3 clusters Score -4452834 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -4453266.000000 Penalty: 12115.742188
	Iteration 13Q: 3 clusters Score -4453266 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -4453730.000000 Penalty: 12115.742188
	Iteration 14Q: 3 clusters Score -4453730 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -4454188.500000 Penalty: 12115.742188
	Iteration 15Q: 3 clusters Score -4454188 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -4454542.500000 Penalty: 12115.742188
	Iteration 16Q: 3 clusters Score -4454542 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -4454796.500000 Penalty: 12115.742188
	Iteration 17Q: 3 clusters Score -4454796 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -4454954.000000 Penalty: 12115.742188
	Iteration 18Q: 3 clusters Score -4454954 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -4455080.500000 Penalty: 12115.742188
	Iteration 19Q: 3 clusters Score -4455080 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -4455145.000000 Penalty: 12115.742188
	Iteration 20F: 3 clusters Score -4455145 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -4455229.000000 Penalty: 12115.742188
	Iteration 21Q: 3 clusters Score -4455229 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -4455286.500000 Penalty: 12115.742188
	Iteration 22Q: 3 clusters Score -4455286 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -4455346.500000 Penalty: 12115.742188
	Iteration 23Q: 3 clusters Score -4455346 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -4455396.000000 Penalty: 12115.742188
	Iteration 24Q: 3 clusters Score -4455396 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -4455445.500000 Penalty: 12115.742188
	Iteration 25Q: 3 clusters Score -4455446 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -4455489.500000 Penalty: 12115.742188
	Iteration 26Q: 3 clusters Score -4455490 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -4455528.000000 Penalty: 12115.742188
	Iteration 27Q: 3 clusters Score -4455528 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -4455553.000000 Penalty: 12115.742188
	Iteration 28Q: 3 clusters Score -4455553 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -4455552.500000 Penalty: 12115.742188
	Iteration 29Q: 3 clusters Score -4455552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -4455568.500000 Penalty: 12115.742188
	Iteration 30Q: 3 clusters Score -4455568 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -4455597.500000 Penalty: 12115.742188
	Iteration 31Q: 3 clusters Score -4455598 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -4455631.000000 Penalty: 12115.742188
	Iteration 32Q: 3 clusters Score -4455631 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -4455636.500000 Penalty: 12115.742188
	Iteration 33Q: 3 clusters Score -4455636 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -4455671.500000 Penalty: 12115.742188
	Iteration 34Q: 3 clusters Score -4455672 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -4455681.500000 Penalty: 12115.742188
	Iteration 35Q: 3 clusters Score -4455682 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -4455697.000000 Penalty: 12115.742188
	Iteration 36Q: 3 clusters Score -4455697 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -4455711.000000 Penalty: 12115.742188
	Iteration 37Q: 3 clusters Score -4455711 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -4455722.500000 Penalty: 12115.742188
	Iteration 38Q: 3 clusters Score -4455722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -4455741.000000 Penalty: 12115.742188
	Iteration 39Q: 3 clusters Score -4455741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -4455767.500000 Penalty: 12115.742188
	Iteration 40F: 3 clusters Score -4455768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -4455775.500000 Penalty: 12115.742188
	Iteration 41Q: 3 clusters Score -4455776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -4455777.500000 Penalty: 12115.742188
	Iteration 42Q: 3 clusters Score -4455778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -4455799.500000 Penalty: 12115.742188
	Iteration 43Q: 3 clusters Score -4455800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -4455803.000000 Penalty: 12115.742188
	Iteration 44Q: 3 clusters Score -4455803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -4455814.000000 Penalty: 12115.742188
	Iteration 45Q: 3 clusters Score -4455814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -4455825.000000 Penalty: 12115.742188
	Iteration 46Q: 3 clusters Score -4455825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -4455843.500000 Penalty: 12115.742188
	Iteration 47Q: 3 clusters Score -4455844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -4455853.500000 Penalty: 12115.742188
	Iteration 48Q: 3 clusters Score -4455854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -4455856.500000 Penalty: 12115.742188
	Iteration 49Q: 3 clusters Score -4455856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -4455850.500000 Penalty: 12115.742188
	Iteration 50Q: 3 clusters Score -4455850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -4455861.500000 Penalty: 12115.742188
	Iteration 51Q: 3 clusters Score -4455862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -4455869.000000 Penalty: 12115.742188
	Iteration 52Q: 3 clusters Score -4455869 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -4455891.000000 Penalty: 12115.742188
	Iteration 53Q: 3 clusters Score -4455891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -4455893.000000 Penalty: 12115.742188
	Iteration 54Q: 3 clusters Score -4455893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -4455902.500000 Penalty: 12115.742188
	Iteration 55Q: 3 clusters Score -4455902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -4455915.500000 Penalty: 12115.742188
	Iteration 56Q: 3 clusters Score -4455916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -4455940.500000 Penalty: 12115.742188
	Iteration 57Q: 3 clusters Score -4455940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -4455941.000000 Penalty: 12115.742188
	Iteration 58Q: 3 clusters Score -4455941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -4455956.000000 Penalty: 12115.742188
	Iteration 59Q: 3 clusters Score -4455956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -4455952.500000 Penalty: 12115.742188
	Iteration 60F: 3 clusters Score -4455952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -4455952.500000 Penalty: 12115.742188
	Iteration 61Q: 3 clusters Score -4455952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -4455956.500000 Penalty: 12115.742188
	Iteration 62Q: 3 clusters Score -4455956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -4455974.000000 Penalty: 12115.742188
	Iteration 63Q: 3 clusters Score -4455974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -4455968.500000 Penalty: 12115.742188
	Iteration 64Q: 3 clusters Score -4455968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -4455976.500000 Penalty: 12115.742188
	Iteration 65Q: 3 clusters Score -4455976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -4455987.000000 Penalty: 12115.742188
	Iteration 66Q: 3 clusters Score -4455987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -4455999.500000 Penalty: 12115.742188
	Iteration 67Q: 3 clusters Score -4456000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -4456008.000000 Penalty: 12115.742188
	Iteration 68Q: 3 clusters Score -4456008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -4456010.000000 Penalty: 12115.742188
	Iteration 69Q: 3 clusters Score -4456010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -4456013.000000 Penalty: 12115.742188
	Iteration 70Q: 3 clusters Score -4456013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -4456016.500000 Penalty: 12115.742188
	Iteration 71Q: 3 clusters Score -4456016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -4456019.000000 Penalty: 12115.742188
	Iteration 72Q: 3 clusters Score -4456019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -4456021.000000 Penalty: 12115.742188
	Iteration 73Q: 3 clusters Score -4456021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -4456027.000000 Penalty: 12115.742188
	Iteration 74Q: 3 clusters Score -4456027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -4456044.500000 Penalty: 12115.742188
	Iteration 75Q: 3 clusters Score -4456044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -4456047.000000 Penalty: 12115.742188
	Iteration 76Q: 3 clusters Score -4456047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -4456050.500000 Penalty: 12115.742188
	Iteration 77Q: 3 clusters Score -4456050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -4456052.000000 Penalty: 12115.742188
	Iteration 78Q: 3 clusters Score -4456052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -4456062.500000 Penalty: 12115.742188
	Iteration 79Q: 3 clusters Score -4456062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -4456063.500000 Penalty: 12115.742188
	Iteration 80F: 3 clusters Score -4456064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -4456062.000000 Penalty: 12115.742188
	Iteration 81Q: 3 clusters Score -4456062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -4456075.000000 Penalty: 12115.742188
	Iteration 82Q: 3 clusters Score -4456075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -4456070.000000 Penalty: 12115.742188
	Iteration 83Q: 3 clusters Score -4456070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -4456076.500000 Penalty: 12115.742188
	Iteration 84Q: 3 clusters Score -4456076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -4456076.000000 Penalty: 12115.742188
	Iteration 85Q: 3 clusters Score -4456076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -4456086.500000 Penalty: 12115.742188
	Iteration 86Q: 3 clusters Score -4456086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -4456084.000000 Penalty: 12115.742188
	Iteration 87Q: 3 clusters Score -4456084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -4456080.500000 Penalty: 12115.742188
	Iteration 88Q: 3 clusters Score -4456080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -4456081.000000 Penalty: 12115.742188
	Iteration 89Q: 3 clusters Score -4456081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -4456081.000000 Penalty: 12115.742188
	Iteration 90F: 3 clusters Score -4456081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -151962.078125 Penalty: 4049.875000
	Iteration 0F: 2 clusters Score -151962.1 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 353 members 
Entering Unmasked Estep 
Score: -148231.296875 Penalty: 8099.750000
	Iteration 0F: 3 clusters Score -148231.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -148468.765625 Penalty: 8099.750000
	Iteration 1F: 3 clusters Score -148468.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -148603.125000 Penalty: 8099.750000
	Iteration 2Q: 3 clusters Score -148603.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -148674.000000 Penalty: 8099.750000
	Iteration 3Q: 3 clusters Score -148674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -148694.546875 Penalty: 8099.750000
	Iteration 4Q: 3 clusters Score -148694.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -148731.062500 Penalty: 8099.750000
	Iteration 5Q: 3 clusters Score -148731.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -148760.000000 Penalty: 8099.750000
	Iteration 6Q: 3 clusters Score -148760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -148821.734375 Penalty: 8099.750000
	Iteration 7Q: 3 clusters Score -148821.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -148857.546875 Penalty: 8099.750000
	Iteration 8Q: 3 clusters Score -148857.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -148892.781250 Penalty: 8099.750000
	Iteration 9Q: 3 clusters Score -148892.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -148908.125000 Penalty: 8099.750000
	Iteration 10Q: 3 clusters Score -148908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -148914.343750 Penalty: 8099.750000
	Iteration 11Q: 3 clusters Score -148914.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -148914.343750 Penalty: 8099.750000
	Iteration 12F: 3 clusters Score -148914.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -74053.031250 Penalty: 3787.791016
	Iteration 0F: 2 clusters Score -74053.03 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 222 members 
Entering Unmasked Estep 
Score: -70949.140625 Penalty: 7575.582031
	Iteration 0F: 3 clusters Score -70949.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -71209.960938 Penalty: 7575.582031
	Iteration 1F: 3 clusters Score -71209.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -71297.687500 Penalty: 7575.582031
	Iteration 2Q: 3 clusters Score -71297.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71353.343750 Penalty: 7575.582031
	Iteration 3Q: 3 clusters Score -71353.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -71383.070312 Penalty: 7575.582031
	Iteration 4Q: 3 clusters Score -71383.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71423.632812 Penalty: 7575.582031
	Iteration 5Q: 3 clusters Score -71423.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71452.812500 Penalty: 7575.582031
	Iteration 6Q: 3 clusters Score -71452.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71533.000000 Penalty: 7575.582031
	Iteration 7Q: 3 clusters Score -71533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71576.500000 Penalty: 7575.582031
	Iteration 8Q: 3 clusters Score -71576.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71606.679688 Penalty: 7575.582031
	Iteration 9Q: 3 clusters Score -71606.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71621.078125 Penalty: 7575.582031
	Iteration 10Q: 3 clusters Score -71621.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -71633.812500 Penalty: 7575.582031
	Iteration 11Q: 3 clusters Score -71633.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71648.960938 Penalty: 7575.582031
	Iteration 12Q: 3 clusters Score -71648.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -71726.671875 Penalty: 7575.582031
	Iteration 13Q: 3 clusters Score -71726.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -71756.875000 Penalty: 7575.582031
	Iteration 14Q: 3 clusters Score -71756.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -71796.710938 Penalty: 7575.582031
	Iteration 15Q: 3 clusters Score -71796.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71800.773438 Penalty: 7575.582031
	Iteration 16Q: 3 clusters Score -71800.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -71809.578125 Penalty: 7575.582031
	Iteration 17Q: 3 clusters Score -71809.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71813.984375 Penalty: 7575.582031
	Iteration 18Q: 3 clusters Score -71813.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -71817.265625 Penalty: 7575.582031
	Iteration 19Q: 3 clusters Score -71817.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -71818.593750 Penalty: 7575.582031
	Iteration 20F: 3 clusters Score -71818.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71822.992188 Penalty: 7575.582031
	Iteration 21Q: 3 clusters Score -71822.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71827.406250 Penalty: 7575.582031
	Iteration 22Q: 3 clusters Score -71827.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71836.406250 Penalty: 7575.582031
	Iteration 23Q: 3 clusters Score -71836.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71844.718750 Penalty: 7575.582031
	Iteration 24Q: 3 clusters Score -71844.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71849.867188 Penalty: 7575.582031
	Iteration 25Q: 3 clusters Score -71849.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71849.867188 Penalty: 7575.582031
	Iteration 26F: 3 clusters Score -71849.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Entering Unmasked Estep 
Score: -1008595.187500 Penalty: 5170.219727
	Iteration 0F: 2 clusters Score -1008595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1001788.250000 Penalty: 10340.439453
	Iteration 0F: 3 clusters Score -1001788 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1002911.000000 Penalty: 10340.439453
	Iteration 1F: 3 clusters Score -1002911 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1003249.062500 Penalty: 10340.439453
	Iteration 2F: 3 clusters Score -1003249 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1003443.937500 Penalty: 10340.439453
	Iteration 3Q: 3 clusters Score -1003444 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1003555.562500 Penalty: 10340.439453
	Iteration 4Q: 3 clusters Score -1003556 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1003644.500000 Penalty: 10340.439453
	Iteration 5Q: 3 clusters Score -1003644 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1003705.437500 Penalty: 10340.439453
	Iteration 6Q: 3 clusters Score -1003705 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1003752.562500 Penalty: 10340.439453
	Iteration 7Q: 3 clusters Score -1003753 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1003783.562500 Penalty: 10340.439453
	Iteration 8Q: 3 clusters Score -1003784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1003814.250000 Penalty: 10340.439453
	Iteration 9Q: 3 clusters Score -1003814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1003835.562500 Penalty: 10340.439453
	Iteration 10Q: 3 clusters Score -1003836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1003852.875000 Penalty: 10340.439453
	Iteration 11Q: 3 clusters Score -1003853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1003866.125000 Penalty: 10340.439453
	Iteration 12Q: 3 clusters Score -1003866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1003886.125000 Penalty: 10340.439453
	Iteration 13Q: 3 clusters Score -1003886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1003907.125000 Penalty: 10340.439453
	Iteration 14Q: 3 clusters Score -1003907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1003925.062500 Penalty: 10340.439453
	Iteration 15Q: 3 clusters Score -1003925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1003940.125000 Penalty: 10340.439453
	Iteration 16Q: 3 clusters Score -1003940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1003962.500000 Penalty: 10340.439453
	Iteration 17Q: 3 clusters Score -1003962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1003980.062500 Penalty: 10340.439453
	Iteration 18Q: 3 clusters Score -1003980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1003996.062500 Penalty: 10340.439453
	Iteration 19Q: 3 clusters Score -1003996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1004014.750000 Penalty: 10340.439453
	Iteration 20F: 3 clusters Score -1004015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1004035.312500 Penalty: 10340.439453
	Iteration 21Q: 3 clusters Score -1004035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1004050.437500 Penalty: 10340.439453
	Iteration 22Q: 3 clusters Score -1004050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1004069.187500 Penalty: 10340.439453
	Iteration 23Q: 3 clusters Score -1004069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1004083.437500 Penalty: 10340.439453
	Iteration 24Q: 3 clusters Score -1004083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1004105.875000 Penalty: 10340.439453
	Iteration 25Q: 3 clusters Score -1004106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1004124.000000 Penalty: 10340.439453
	Iteration 26Q: 3 clusters Score -1004124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1004142.687500 Penalty: 10340.439453
	Iteration 27Q: 3 clusters Score -1004143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1004170.312500 Penalty: 10340.439453
	Iteration 28Q: 3 clusters Score -1004170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1004201.250000 Penalty: 10340.439453
	Iteration 29Q: 3 clusters Score -1004201 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1004233.687500 Penalty: 10340.439453
	Iteration 30Q: 3 clusters Score -1004234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1004266.187500 Penalty: 10340.439453
	Iteration 31Q: 3 clusters Score -1004266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1004301.937500 Penalty: 10340.439453
	Iteration 32Q: 3 clusters Score -1004302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1004343.750000 Penalty: 10340.439453
	Iteration 33Q: 3 clusters Score -1004344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1004387.937500 Penalty: 10340.439453
	Iteration 34Q: 3 clusters Score -1004388 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1004435.312500 Penalty: 10340.439453
	Iteration 35Q: 3 clusters Score -1004435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1004481.687500 Penalty: 10340.439453
	Iteration 36Q: 3 clusters Score -1004482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1004531.250000 Penalty: 10340.439453
	Iteration 37Q: 3 clusters Score -1004531 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1004591.312500 Penalty: 10340.439453
	Iteration 38Q: 3 clusters Score -1004591 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1004654.812500 Penalty: 10340.439453
	Iteration 39Q: 3 clusters Score -1004655 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1004730.750000 Penalty: 10340.439453
	Iteration 40F: 3 clusters Score -1004731 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1004829.375000 Penalty: 10340.439453
	Iteration 41Q: 3 clusters Score -1004829 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1004975.687500 Penalty: 10340.439453
	Iteration 42Q: 3 clusters Score -1004976 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1005151.187500 Penalty: 10340.439453
	Iteration 43Q: 3 clusters Score -1005151 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1005338.375000 Penalty: 10340.439453
	Iteration 44Q: 3 clusters Score -1005338 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1005463.562500 Penalty: 10340.439453
	Iteration 45Q: 3 clusters Score -1005464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1005539.687500 Penalty: 10340.439453
	Iteration 46Q: 3 clusters Score -1005540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1005592.500000 Penalty: 10340.439453
	Iteration 47Q: 3 clusters Score -1005592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1005644.937500 Penalty: 10340.439453
	Iteration 48Q: 3 clusters Score -1005645 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1005691.375000 Penalty: 10340.439453
	Iteration 49Q: 3 clusters Score -1005691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1005736.312500 Penalty: 10340.439453
	Iteration 50Q: 3 clusters Score -1005736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1005782.375000 Penalty: 10340.439453
	Iteration 51Q: 3 clusters Score -1005782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1005820.687500 Penalty: 10340.439453
	Iteration 52Q: 3 clusters Score -1005821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1005849.875000 Penalty: 10340.439453
	Iteration 53Q: 3 clusters Score -1005850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1005878.687500 Penalty: 10340.439453
	Iteration 54Q: 3 clusters Score -1005879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1005917.187500 Penalty: 10340.439453
	Iteration 55Q: 3 clusters Score -1005917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1005965.250000 Penalty: 10340.439453
	Iteration 56Q: 3 clusters Score -1005965 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1006015.125000 Penalty: 10340.439453
	Iteration 57Q: 3 clusters Score -1006015 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1006052.000000 Penalty: 10340.439453
	Iteration 58Q: 3 clusters Score -1006052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1006091.250000 Penalty: 10340.439453
	Iteration 59Q: 3 clusters Score -1006091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1006131.437500 Penalty: 10340.439453
	Iteration 60F: 3 clusters Score -1006131 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1006174.375000 Penalty: 10340.439453
	Iteration 61Q: 3 clusters Score -1006174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1006205.375000 Penalty: 10340.439453
	Iteration 62Q: 3 clusters Score -1006205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1006224.812500 Penalty: 10340.439453
	Iteration 63Q: 3 clusters Score -1006225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1006243.437500 Penalty: 10340.439453
	Iteration 64Q: 3 clusters Score -1006243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1006252.250000 Penalty: 10340.439453
	Iteration 65Q: 3 clusters Score -1006252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1006272.187500 Penalty: 10340.439453
	Iteration 66Q: 3 clusters Score -1006272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1006295.187500 Penalty: 10340.439453
	Iteration 67Q: 3 clusters Score -1006295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1006316.937500 Penalty: 10340.439453
	Iteration 68Q: 3 clusters Score -1006317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1006338.875000 Penalty: 10340.439453
	Iteration 69Q: 3 clusters Score -1006339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1006352.500000 Penalty: 10340.439453
	Iteration 70Q: 3 clusters Score -1006352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1006364.000000 Penalty: 10340.439453
	Iteration 71Q: 3 clusters Score -1006364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1006368.687500 Penalty: 10340.439453
	Iteration 72Q: 3 clusters Score -1006369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1006375.375000 Penalty: 10340.439453
	Iteration 73Q: 3 clusters Score -1006375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1006385.500000 Penalty: 10340.439453
	Iteration 74Q: 3 clusters Score -1006386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1006402.187500 Penalty: 10340.439453
	Iteration 75Q: 3 clusters Score -1006402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1006415.625000 Penalty: 10340.439453
	Iteration 76Q: 3 clusters Score -1006416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1006424.312500 Penalty: 10340.439453
	Iteration 77Q: 3 clusters Score -1006424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1006429.750000 Penalty: 10340.439453
	Iteration 78Q: 3 clusters Score -1006430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1006435.125000 Penalty: 10340.439453
	Iteration 79Q: 3 clusters Score -1006435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1006437.437500 Penalty: 10340.439453
	Iteration 80F: 3 clusters Score -1006437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1006441.500000 Penalty: 10340.439453
	Iteration 81Q: 3 clusters Score -1006442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1006443.437500 Penalty: 10340.439453
	Iteration 82Q: 3 clusters Score -1006443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1006445.000000 Penalty: 10340.439453
	Iteration 83Q: 3 clusters Score -1006445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1006449.937500 Penalty: 10340.439453
	Iteration 84Q: 3 clusters Score -1006450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1006456.437500 Penalty: 10340.439453
	Iteration 85Q: 3 clusters Score -1006456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1006474.750000 Penalty: 10340.439453
	Iteration 86Q: 3 clusters Score -1006475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1006501.625000 Penalty: 10340.439453
	Iteration 87Q: 3 clusters Score -1006502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1006526.750000 Penalty: 10340.439453
	Iteration 88Q: 3 clusters Score -1006527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1006557.875000 Penalty: 10340.439453
	Iteration 89Q: 3 clusters Score -1006558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1006596.625000 Penalty: 10340.439453
	Iteration 90Q: 3 clusters Score -1006597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1006647.687500 Penalty: 10340.439453
	Iteration 91Q: 3 clusters Score -1006648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1006701.062500 Penalty: 10340.439453
	Iteration 92Q: 3 clusters Score -1006701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1006734.500000 Penalty: 10340.439453
	Iteration 93Q: 3 clusters Score -1006734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1006760.062500 Penalty: 10340.439453
	Iteration 94Q: 3 clusters Score -1006760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1006771.937500 Penalty: 10340.439453
	Iteration 95Q: 3 clusters Score -1006772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1006774.812500 Penalty: 10340.439453
	Iteration 96Q: 3 clusters Score -1006775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1006777.500000 Penalty: 10340.439453
	Iteration 97Q: 3 clusters Score -1006778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1006779.562500 Penalty: 10340.439453
	Iteration 98Q: 3 clusters Score -1006780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1006778.187500 Penalty: 10340.439453
	Iteration 99Q: 3 clusters Score -1006778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1006781.437500 Penalty: 10340.439453
	Iteration 100F: 3 clusters Score -1006781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1006781.250000 Penalty: 10340.439453
	Iteration 101Q: 3 clusters Score -1006781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1006781.250000 Penalty: 10340.439453
	Iteration 102F: 3 clusters Score -1006781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -148099.796875 Penalty: 4062.907471
	Iteration 0F: 2 clusters Score -148099.8 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 378 members 
Entering Unmasked Estep 
Score: -144291.515625 Penalty: 8125.814941
	Iteration 0F: 3 clusters Score -144291.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -144770.093750 Penalty: 8125.814941
	Iteration 1F: 3 clusters Score -144770.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -145072.375000 Penalty: 8125.814941
	Iteration 2Q: 3 clusters Score -145072.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -145771.062500 Penalty: 8125.814941
	Iteration 3Q: 3 clusters Score -145771.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -146243.093750 Penalty: 8125.814941
	Iteration 4Q: 3 clusters Score -146243.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -146421.343750 Penalty: 8125.814941
	Iteration 5F: 3 clusters Score -146421.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -146564.078125 Penalty: 8125.814941
	Iteration 6Q: 3 clusters Score -146564.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -146723.906250 Penalty: 8125.814941
	Iteration 7Q: 3 clusters Score -146723.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -146832.750000 Penalty: 8125.814941
	Iteration 8Q: 3 clusters Score -146832.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -146910.078125 Penalty: 8125.814941
	Iteration 9Q: 3 clusters Score -146910.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -146981.109375 Penalty: 8125.814941
	Iteration 10Q: 3 clusters Score -146981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -147004.546875 Penalty: 8125.814941
	Iteration 11Q: 3 clusters Score -147004.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -147021.437500 Penalty: 8125.814941
	Iteration 12Q: 3 clusters Score -147021.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -147047.500000 Penalty: 8125.814941
	Iteration 13Q: 3 clusters Score -147047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -147074.015625 Penalty: 8125.814941
	Iteration 14Q: 3 clusters Score -147074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -147098.890625 Penalty: 8125.814941
	Iteration 15Q: 3 clusters Score -147098.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -147131.843750 Penalty: 8125.814941
	Iteration 16Q: 3 clusters Score -147131.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -147180.796875 Penalty: 8125.814941
	Iteration 17Q: 3 clusters Score -147180.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -147264.031250 Penalty: 8125.814941
	Iteration 18Q: 3 clusters Score -147264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -147279.328125 Penalty: 8125.814941
	Iteration 19Q: 3 clusters Score -147279.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -147313.546875 Penalty: 8125.814941
	Iteration 20F: 3 clusters Score -147313.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -147414.171875 Penalty: 8125.814941
	Iteration 21Q: 3 clusters Score -147414.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -147663.875000 Penalty: 8125.814941
	Iteration 22Q: 3 clusters Score -147663.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -147687.812500 Penalty: 8125.814941
	Iteration 23Q: 3 clusters Score -147687.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -147705.578125 Penalty: 8125.814941
	Iteration 24Q: 3 clusters Score -147705.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -147715.906250 Penalty: 8125.814941
	Iteration 25Q: 3 clusters Score -147715.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -147715.906250 Penalty: 8125.814941
	Iteration 26F: 3 clusters Score -147715.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Entering Unmasked Estep 
Score: -1701770.250000 Penalty: 5486.475586
	Iteration 0F: 2 clusters Score -1701770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1692934.250000 Penalty: 10972.951172
	Iteration 0F: 3 clusters Score -1692934 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1694625.625000 Penalty: 10972.951172
	Iteration 1F: 3 clusters Score -1694626 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1695086.250000 Penalty: 10972.951172
	Iteration 2F: 3 clusters Score -1695086 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1695342.625000 Penalty: 10972.951172
	Iteration 3Q: 3 clusters Score -1695343 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1695518.750000 Penalty: 10972.951172
	Iteration 4Q: 3 clusters Score -1695519 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1695649.750000 Penalty: 10972.951172
	Iteration 5Q: 3 clusters Score -1695650 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1695752.375000 Penalty: 10972.951172
	Iteration 6Q: 3 clusters Score -1695752 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1695820.375000 Penalty: 10972.951172
	Iteration 7Q: 3 clusters Score -1695820 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1695875.125000 Penalty: 10972.951172
	Iteration 8Q: 3 clusters Score -1695875 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1695941.500000 Penalty: 10972.951172
	Iteration 9Q: 3 clusters Score -1695942 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1696001.375000 Penalty: 10972.951172
	Iteration 10Q: 3 clusters Score -1696001 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1696051.750000 Penalty: 10972.951172
	Iteration 11Q: 3 clusters Score -1696052 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1696099.875000 Penalty: 10972.951172
	Iteration 12Q: 3 clusters Score -1696100 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1696150.750000 Penalty: 10972.951172
	Iteration 13Q: 3 clusters Score -1696151 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1696204.625000 Penalty: 10972.951172
	Iteration 14Q: 3 clusters Score -1696205 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1696257.500000 Penalty: 10972.951172
	Iteration 15Q: 3 clusters Score -1696258 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1696316.375000 Penalty: 10972.951172
	Iteration 16Q: 3 clusters Score -1696316 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1696377.375000 Penalty: 10972.951172
	Iteration 17Q: 3 clusters Score -1696377 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1696442.625000 Penalty: 10972.951172
	Iteration 18Q: 3 clusters Score -1696443 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1696522.375000 Penalty: 10972.951172
	Iteration 19Q: 3 clusters Score -1696522 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1696634.125000 Penalty: 10972.951172
	Iteration 20F: 3 clusters Score -1696634 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1696762.875000 Penalty: 10972.951172
	Iteration 21Q: 3 clusters Score -1696763 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1696936.125000 Penalty: 10972.951172
	Iteration 22Q: 3 clusters Score -1696936 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1697132.750000 Penalty: 10972.951172
	Iteration 23Q: 3 clusters Score -1697133 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1697322.625000 Penalty: 10972.951172
	Iteration 24Q: 3 clusters Score -1697323 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1697503.875000 Penalty: 10972.951172
	Iteration 25Q: 3 clusters Score -1697504 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1697707.625000 Penalty: 10972.951172
	Iteration 26Q: 3 clusters Score -1697708 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1697897.250000 Penalty: 10972.951172
	Iteration 27Q: 3 clusters Score -1697897 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1698049.250000 Penalty: 10972.951172
	Iteration 28Q: 3 clusters Score -1698049 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1698189.875000 Penalty: 10972.951172
	Iteration 29Q: 3 clusters Score -1698190 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1698291.375000 Penalty: 10972.951172
	Iteration 30Q: 3 clusters Score -1698291 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1698348.500000 Penalty: 10972.951172
	Iteration 31Q: 3 clusters Score -1698348 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1698386.125000 Penalty: 10972.951172
	Iteration 32Q: 3 clusters Score -1698386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1698418.250000 Penalty: 10972.951172
	Iteration 33Q: 3 clusters Score -1698418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1698437.125000 Penalty: 10972.951172
	Iteration 34Q: 3 clusters Score -1698437 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1698460.875000 Penalty: 10972.951172
	Iteration 35Q: 3 clusters Score -1698461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1698484.375000 Penalty: 10972.951172
	Iteration 36Q: 3 clusters Score -1698484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1698503.625000 Penalty: 10972.951172
	Iteration 37Q: 3 clusters Score -1698504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1698505.250000 Penalty: 10972.951172
	Iteration 38Q: 3 clusters Score -1698505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1698512.750000 Penalty: 10972.951172
	Iteration 39Q: 3 clusters Score -1698513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1698516.125000 Penalty: 10972.951172
	Iteration 40F: 3 clusters Score -1698516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1698515.125000 Penalty: 10972.951172
	Iteration 41Q: 3 clusters Score -1698515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1698517.625000 Penalty: 10972.951172
	Iteration 42Q: 3 clusters Score -1698518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1698517.375000 Penalty: 10972.951172
	Iteration 43Q: 3 clusters Score -1698517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1698520.125000 Penalty: 10972.951172
	Iteration 44Q: 3 clusters Score -1698520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1698520.625000 Penalty: 10972.951172
	Iteration 45Q: 3 clusters Score -1698521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1698520.500000 Penalty: 10972.951172
	Iteration 46Q: 3 clusters Score -1698520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1698520.500000 Penalty: 10972.951172
	Iteration 47F: 3 clusters Score -1698520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (173881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173881 members 
Entering Unmasked Estep 
Score: -39331408.000000 Penalty: 7390.502441
	Iteration 0F: 2 clusters Score -3.933141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86951 members 
Mstep: Class 2 contains 86930 members 
Entering Unmasked Estep 
Score: -39214304.000000 Penalty: 14781.004883
	Iteration 0F: 3 clusters Score -3.92143e+07 nChanged 81291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86812 members 
Mstep: Class 2 contains 87069 members 
Entering Unmasked Estep 
Score: -39259436.000000 Penalty: 14781.004883
	Iteration 1F: 3 clusters Score -3.925944e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 86909 members 
Entering Unmasked Estep 
Score: -39260972.000000 Penalty: 14781.004883
	Iteration 2Q: 3 clusters Score -3.926097e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 86657 members 
Entering Unmasked Estep 
Score: -39262204.000000 Penalty: 14781.004883
	Iteration 3Q: 3 clusters Score -3.92622e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87424 members 
Mstep: Class 2 contains 86457 members 
Entering Unmasked Estep 
Score: -39263436.000000 Penalty: 14781.004883
	Iteration 4Q: 3 clusters Score -3.926344e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87651 members 
Mstep: Class 2 contains 86230 members 
Entering Unmasked Estep 
Score: -39264376.000000 Penalty: 14781.004883
	Iteration 5Q: 3 clusters Score -3.926438e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87835 members 
Mstep: Class 2 contains 86046 members 
Entering Unmasked Estep 
Score: -39265608.000000 Penalty: 14781.004883
	Iteration 6Q: 3 clusters Score -3.926561e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87919 members 
Mstep: Class 2 contains 85962 members 
Entering Unmasked Estep 
Score: -39266728.000000 Penalty: 14781.004883
	Iteration 7Q: 3 clusters Score -3.926673e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87949 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -39267852.000000 Penalty: 14781.004883
	Iteration 8Q: 3 clusters Score -3.926785e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87890 members 
Mstep: Class 2 contains 85991 members 
Entering Unmasked Estep 
Score: -39269144.000000 Penalty: 14781.004883
	Iteration 9Q: 3 clusters Score -3.926914e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87692 members 
Mstep: Class 2 contains 86189 members 
Entering Unmasked Estep 
Score: -39270624.000000 Penalty: 14781.004883
	Iteration 10Q: 3 clusters Score -3.927062e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87380 members 
Mstep: Class 2 contains 86501 members 
Entering Unmasked Estep 
Score: -39272300.000000 Penalty: 14781.004883
	Iteration 11Q: 3 clusters Score -3.92723e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 86905 members 
Entering Unmasked Estep 
Score: -39273740.000000 Penalty: 14781.004883
	Iteration 12Q: 3 clusters Score -3.927374e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86377 members 
Mstep: Class 2 contains 87504 members 
Entering Unmasked Estep 
Score: -39275680.000000 Penalty: 14781.004883
	Iteration 13Q: 3 clusters Score -3.927568e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 88288 members 
Entering Unmasked Estep 
Score: -39277608.000000 Penalty: 14781.004883
	Iteration 14Q: 3 clusters Score -3.927761e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84509 members 
Mstep: Class 2 contains 89372 members 
Entering Unmasked Estep 
Score: -39279680.000000 Penalty: 14781.004883
	Iteration 15Q: 3 clusters Score -3.927968e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83258 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -39282148.000000 Penalty: 14781.004883
	Iteration 16Q: 3 clusters Score -3.928215e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 91870 members 
Entering Unmasked Estep 
Score: -39285560.000000 Penalty: 14781.004883
	Iteration 17Q: 3 clusters Score -3.928556e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80586 members 
Mstep: Class 2 contains 93295 members 
Entering Unmasked Estep 
Score: -39289396.000000 Penalty: 14781.004883
	Iteration 18Q: 3 clusters Score -3.92894e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79225 members 
Mstep: Class 2 contains 94656 members 
Entering Unmasked Estep 
Score: -39292392.000000 Penalty: 14781.004883
	Iteration 19Q: 3 clusters Score -3.929239e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77736 members 
Mstep: Class 2 contains 96145 members 
Entering Unmasked Estep 
Score: -39295080.000000 Penalty: 14781.004883
	Iteration 20F: 3 clusters Score -3.929508e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76346 members 
Mstep: Class 2 contains 97535 members 
Entering Unmasked Estep 
Score: -39296240.000000 Penalty: 14781.004883
	Iteration 21Q: 3 clusters Score -3.929624e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 98831 members 
Entering Unmasked Estep 
Score: -39296752.000000 Penalty: 14781.004883
	Iteration 22Q: 3 clusters Score -3.929675e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 100168 members 
Entering Unmasked Estep 
Score: -39297248.000000 Penalty: 14781.004883
	Iteration 23Q: 3 clusters Score -3.929725e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72415 members 
Mstep: Class 2 contains 101466 members 
Entering Unmasked Estep 
Score: -39297556.000000 Penalty: 14781.004883
	Iteration 24Q: 3 clusters Score -3.929756e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71094 members 
Mstep: Class 2 contains 102787 members 
Entering Unmasked Estep 
Score: -39297712.000000 Penalty: 14781.004883
	Iteration 25Q: 3 clusters Score -3.929771e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 104149 members 
Entering Unmasked Estep 
Score: -39297888.000000 Penalty: 14781.004883
	Iteration 26Q: 3 clusters Score -3.929789e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68350 members 
Mstep: Class 2 contains 105531 members 
Entering Unmasked Estep 
Score: -39298152.000000 Penalty: 14781.004883
	Iteration 27Q: 3 clusters Score -3.929815e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66958 members 
Mstep: Class 2 contains 106923 members 
Entering Unmasked Estep 
Score: -39298384.000000 Penalty: 14781.004883
	Iteration 28Q: 3 clusters Score -3.929838e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 108392 members 
Entering Unmasked Estep 
Score: -39298508.000000 Penalty: 14781.004883
	Iteration 29Q: 3 clusters Score -3.929851e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 109957 members 
Entering Unmasked Estep 
Score: -39298844.000000 Penalty: 14781.004883
	Iteration 30Q: 3 clusters Score -3.929884e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 111652 members 
Entering Unmasked Estep 
Score: -39299156.000000 Penalty: 14781.004883
	Iteration 31Q: 3 clusters Score -3.929916e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 113412 members 
Entering Unmasked Estep 
Score: -39299384.000000 Penalty: 14781.004883
	Iteration 32Q: 3 clusters Score -3.929938e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 115233 members 
Entering Unmasked Estep 
Score: -39299788.000000 Penalty: 14781.004883
	Iteration 33Q: 3 clusters Score -3.929979e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 117186 members 
Entering Unmasked Estep 
Score: -39300448.000000 Penalty: 14781.004883
	Iteration 34Q: 3 clusters Score -3.930045e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 119291 members 
Entering Unmasked Estep 
Score: -39300740.000000 Penalty: 14781.004883
	Iteration 35Q: 3 clusters Score -3.930074e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 121510 members 
Entering Unmasked Estep 
Score: -39301092.000000 Penalty: 14781.004883
	Iteration 36Q: 3 clusters Score -3.930109e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 123884 members 
Entering Unmasked Estep 
Score: -39301780.000000 Penalty: 14781.004883
	Iteration 37Q: 3 clusters Score -3.930178e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 126412 members 
Entering Unmasked Estep 
Score: -39302440.000000 Penalty: 14781.004883
	Iteration 38Q: 3 clusters Score -3.930244e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 129079 members 
Entering Unmasked Estep 
Score: -39303164.000000 Penalty: 14781.004883
	Iteration 39Q: 3 clusters Score -3.930316e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 131917 members 
Entering Unmasked Estep 
Score: -39303936.000000 Penalty: 14781.004883
	Iteration 40F: 3 clusters Score -3.930394e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 134836 members 
Entering Unmasked Estep 
Score: -39305028.000000 Penalty: 14781.004883
	Iteration 41Q: 3 clusters Score -3.930503e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 137905 members 
Entering Unmasked Estep 
Score: -39305968.000000 Penalty: 14781.004883
	Iteration 42Q: 3 clusters Score -3.930597e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 141092 members 
Entering Unmasked Estep 
Score: -39307412.000000 Penalty: 14781.004883
	Iteration 43Q: 3 clusters Score -3.930741e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 144305 members 
Entering Unmasked Estep 
Score: -39308816.000000 Penalty: 14781.004883
	Iteration 44Q: 3 clusters Score -3.930882e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 147598 members 
Entering Unmasked Estep 
Score: -39310176.000000 Penalty: 14781.004883
	Iteration 45Q: 3 clusters Score -3.931018e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 150961 members 
Entering Unmasked Estep 
Score: -39311880.000000 Penalty: 14781.004883
	Iteration 46Q: 3 clusters Score -3.931188e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 154285 members 
Entering Unmasked Estep 
Score: -39313740.000000 Penalty: 14781.004883
	Iteration 47Q: 3 clusters Score -3.931374e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 157454 members 
Entering Unmasked Estep 
Score: -39315428.000000 Penalty: 14781.004883
	Iteration 48Q: 3 clusters Score -3.931543e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 160369 members 
Entering Unmasked Estep 
Score: -39317096.000000 Penalty: 14781.004883
	Iteration 49Q: 3 clusters Score -3.93171e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 162906 members 
Entering Unmasked Estep 
Score: -39318484.000000 Penalty: 14781.004883
	Iteration 50Q: 3 clusters Score -3.931848e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 165122 members 
Entering Unmasked Estep 
Score: -39320048.000000 Penalty: 14781.004883
	Iteration 51Q: 3 clusters Score -3.932005e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 167034 members 
Entering Unmasked Estep 
Score: -39321276.000000 Penalty: 14781.004883
	Iteration 52Q: 3 clusters Score -3.932128e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 168583 members 
Entering Unmasked Estep 
Score: -39322404.000000 Penalty: 14781.004883
	Iteration 53Q: 3 clusters Score -3.93224e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 169774 members 
Entering Unmasked Estep 
Score: -39323136.000000 Penalty: 14781.004883
	Iteration 54Q: 3 clusters Score -3.932314e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 170646 members 
Entering Unmasked Estep 
Score: -39323672.000000 Penalty: 14781.004883
	Iteration 55Q: 3 clusters Score -3.932367e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 171220 members 
Entering Unmasked Estep 
Score: -39324056.000000 Penalty: 14781.004883
	Iteration 56Q: 3 clusters Score -3.932406e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 171626 members 
Entering Unmasked Estep 
Score: -39324320.000000 Penalty: 14781.004883
	Iteration 57Q: 3 clusters Score -3.932432e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 171897 members 
Entering Unmasked Estep 
Score: -39324488.000000 Penalty: 14781.004883
	Iteration 58Q: 3 clusters Score -3.932449e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 172079 members 
Entering Unmasked Estep 
Score: -39324652.000000 Penalty: 14781.004883
	Iteration 59Q: 3 clusters Score -3.932465e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 172216 members 
Entering Unmasked Estep 
Score: -39324760.000000 Penalty: 14781.004883
	Iteration 60F: 3 clusters Score -3.932476e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 172304 members 
Entering Unmasked Estep 
Score: -39324776.000000 Penalty: 14781.004883
	Iteration 61Q: 3 clusters Score -3.932478e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 172379 members 
Entering Unmasked Estep 
Score: -39324836.000000 Penalty: 14781.004883
	Iteration 62Q: 3 clusters Score -3.932484e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 172426 members 
Entering Unmasked Estep 
Score: -39324920.000000 Penalty: 14781.004883
	Iteration 63Q: 3 clusters Score -3.932492e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 172455 members 
Entering Unmasked Estep 
Score: -39324952.000000 Penalty: 14781.004883
	Iteration 64Q: 3 clusters Score -3.932495e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 172476 members 
Entering Unmasked Estep 
Score: -39324976.000000 Penalty: 14781.004883
	Iteration 65Q: 3 clusters Score -3.932498e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 172497 members 
Entering Unmasked Estep 
Score: -39324968.000000 Penalty: 14781.004883
	Iteration 66Q: 3 clusters Score -3.932497e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 172527 members 
Entering Unmasked Estep 
Score: -39324992.000000 Penalty: 14781.004883
	Iteration 67Q: 3 clusters Score -3.932499e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 172554 members 
Entering Unmasked Estep 
Score: -39325044.000000 Penalty: 14781.004883
	Iteration 68Q: 3 clusters Score -3.932504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 172567 members 
Entering Unmasked Estep 
Score: -39325040.000000 Penalty: 14781.004883
	Iteration 69Q: 3 clusters Score -3.932504e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 172583 members 
Entering Unmasked Estep 
Score: -39325052.000000 Penalty: 14781.004883
	Iteration 70Q: 3 clusters Score -3.932505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 172600 members 
Entering Unmasked Estep 
Score: -39325092.000000 Penalty: 14781.004883
	Iteration 71Q: 3 clusters Score -3.932509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 172607 members 
Entering Unmasked Estep 
Score: -39325100.000000 Penalty: 14781.004883
	Iteration 72Q: 3 clusters Score -3.93251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 172611 members 
Entering Unmasked Estep 
Score: -39325156.000000 Penalty: 14781.004883
	Iteration 73Q: 3 clusters Score -3.932516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 172616 members 
Entering Unmasked Estep 
Score: -39325152.000000 Penalty: 14781.004883
	Iteration 74Q: 3 clusters Score -3.932515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 172617 members 
Entering Unmasked Estep 
Score: -39325124.000000 Penalty: 14781.004883
	Iteration 75Q: 3 clusters Score -3.932512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 172618 members 
Entering Unmasked Estep 
Score: -39325120.000000 Penalty: 14781.004883
	Iteration 76Q: 3 clusters Score -3.932512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 172618 members 
Entering Unmasked Estep 
Score: -39325120.000000 Penalty: 14781.004883
	Iteration 77F: 3 clusters Score -3.932512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Entering Unmasked Estep 
Score: -2706299.750000 Penalty: 5776.045898
	Iteration 0F: 2 clusters Score -2706300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2694538.750000 Penalty: 11552.091797
	Iteration 0F: 3 clusters Score -2694539 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2697340.500000 Penalty: 11552.091797
	Iteration 1F: 3 clusters Score -2697340 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2697886.750000 Penalty: 11552.091797
	Iteration 2F: 3 clusters Score -2697887 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2698338.250000 Penalty: 11552.091797
	Iteration 3F: 3 clusters Score -2698338 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2698712.500000 Penalty: 11552.091797
	Iteration 4Q: 3 clusters Score -2698712 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2699056.000000 Penalty: 11552.091797
	Iteration 5Q: 3 clusters Score -2699056 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2699406.500000 Penalty: 11552.091797
	Iteration 6Q: 3 clusters Score -2699406 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2699716.000000 Penalty: 11552.091797
	Iteration 7Q: 3 clusters Score -2699716 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2699985.250000 Penalty: 11552.091797
	Iteration 8Q: 3 clusters Score -2699985 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -2700177.750000 Penalty: 11552.091797
	Iteration 9Q: 3 clusters Score -2700178 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2700345.750000 Penalty: 11552.091797
	Iteration 10Q: 3 clusters Score -2700346 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2700515.250000 Penalty: 11552.091797
	Iteration 11Q: 3 clusters Score -2700515 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2700676.500000 Penalty: 11552.091797
	Iteration 12Q: 3 clusters Score -2700676 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2700786.250000 Penalty: 11552.091797
	Iteration 13Q: 3 clusters Score -2700786 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2700922.500000 Penalty: 11552.091797
	Iteration 14Q: 3 clusters Score -2700922 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2701034.000000 Penalty: 11552.091797
	Iteration 15Q: 3 clusters Score -2701034 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2701136.250000 Penalty: 11552.091797
	Iteration 16Q: 3 clusters Score -2701136 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2701213.000000 Penalty: 11552.091797
	Iteration 17Q: 3 clusters Score -2701213 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2701315.500000 Penalty: 11552.091797
	Iteration 18Q: 3 clusters Score -2701316 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2701390.500000 Penalty: 11552.091797
	Iteration 19Q: 3 clusters Score -2701390 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2701490.000000 Penalty: 11552.091797
	Iteration 20F: 3 clusters Score -2701490 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2701554.750000 Penalty: 11552.091797
	Iteration 21Q: 3 clusters Score -2701555 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2701618.000000 Penalty: 11552.091797
	Iteration 22Q: 3 clusters Score -2701618 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2701671.250000 Penalty: 11552.091797
	Iteration 23Q: 3 clusters Score -2701671 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2701738.750000 Penalty: 11552.091797
	Iteration 24Q: 3 clusters Score -2701739 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2701783.250000 Penalty: 11552.091797
	Iteration 25Q: 3 clusters Score -2701783 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2701824.750000 Penalty: 11552.091797
	Iteration 26Q: 3 clusters Score -2701825 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2701857.750000 Penalty: 11552.091797
	Iteration 27Q: 3 clusters Score -2701858 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2701886.500000 Penalty: 11552.091797
	Iteration 28Q: 3 clusters Score -2701886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2701909.000000 Penalty: 11552.091797
	Iteration 29Q: 3 clusters Score -2701909 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2701919.750000 Penalty: 11552.091797
	Iteration 30Q: 3 clusters Score -2701920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2701937.000000 Penalty: 11552.091797
	Iteration 31Q: 3 clusters Score -2701937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2701957.500000 Penalty: 11552.091797
	Iteration 32Q: 3 clusters Score -2701958 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2701979.500000 Penalty: 11552.091797
	Iteration 33Q: 3 clusters Score -2701980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2701995.500000 Penalty: 11552.091797
	Iteration 34Q: 3 clusters Score -2701996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2702002.750000 Penalty: 11552.091797
	Iteration 35Q: 3 clusters Score -2702003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2702014.250000 Penalty: 11552.091797
	Iteration 36Q: 3 clusters Score -2702014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2702037.000000 Penalty: 11552.091797
	Iteration 37Q: 3 clusters Score -2702037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2702052.750000 Penalty: 11552.091797
	Iteration 38Q: 3 clusters Score -2702053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2702072.750000 Penalty: 11552.091797
	Iteration 39Q: 3 clusters Score -2702073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2702082.750000 Penalty: 11552.091797
	Iteration 40F: 3 clusters Score -2702083 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2702096.250000 Penalty: 11552.091797
	Iteration 41Q: 3 clusters Score -2702096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2702104.000000 Penalty: 11552.091797
	Iteration 42Q: 3 clusters Score -2702104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2702118.750000 Penalty: 11552.091797
	Iteration 43Q: 3 clusters Score -2702119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2702132.000000 Penalty: 11552.091797
	Iteration 44Q: 3 clusters Score -2702132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2702135.750000 Penalty: 11552.091797
	Iteration 45Q: 3 clusters Score -2702136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2702138.000000 Penalty: 11552.091797
	Iteration 46Q: 3 clusters Score -2702138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2702141.250000 Penalty: 11552.091797
	Iteration 47Q: 3 clusters Score -2702141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2702136.250000 Penalty: 11552.091797
	Iteration 48Q: 3 clusters Score -2702136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2702152.750000 Penalty: 11552.091797
	Iteration 49Q: 3 clusters Score -2702153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2702159.250000 Penalty: 11552.091797
	Iteration 50Q: 3 clusters Score -2702159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2702168.500000 Penalty: 11552.091797
	Iteration 51Q: 3 clusters Score -2702168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2702183.750000 Penalty: 11552.091797
	Iteration 52Q: 3 clusters Score -2702184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2702179.750000 Penalty: 11552.091797
	Iteration 53Q: 3 clusters Score -2702180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2702189.250000 Penalty: 11552.091797
	Iteration 54Q: 3 clusters Score -2702189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2702196.750000 Penalty: 11552.091797
	Iteration 55Q: 3 clusters Score -2702197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2702203.500000 Penalty: 11552.091797
	Iteration 56Q: 3 clusters Score -2702204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2702203.250000 Penalty: 11552.091797
	Iteration 57Q: 3 clusters Score -2702203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2702203.250000 Penalty: 11552.091797
	Iteration 58Q: 3 clusters Score -2702203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2702210.750000 Penalty: 11552.091797
	Iteration 59Q: 3 clusters Score -2702211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2702220.750000 Penalty: 11552.091797
	Iteration 60F: 3 clusters Score -2702221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2702231.250000 Penalty: 11552.091797
	Iteration 61Q: 3 clusters Score -2702231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2702248.250000 Penalty: 11552.091797
	Iteration 62Q: 3 clusters Score -2702248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2702249.000000 Penalty: 11552.091797
	Iteration 63Q: 3 clusters Score -2702249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2702253.250000 Penalty: 11552.091797
	Iteration 64Q: 3 clusters Score -2702253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2702265.500000 Penalty: 11552.091797
	Iteration 65Q: 3 clusters Score -2702266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2702270.750000 Penalty: 11552.091797
	Iteration 66Q: 3 clusters Score -2702271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2702271.500000 Penalty: 11552.091797
	Iteration 67Q: 3 clusters Score -2702272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2702279.500000 Penalty: 11552.091797
	Iteration 68Q: 3 clusters Score -2702280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2702291.250000 Penalty: 11552.091797
	Iteration 69Q: 3 clusters Score -2702291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2702300.750000 Penalty: 11552.091797
	Iteration 70Q: 3 clusters Score -2702301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2702309.250000 Penalty: 11552.091797
	Iteration 71Q: 3 clusters Score -2702309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2702313.250000 Penalty: 11552.091797
	Iteration 72Q: 3 clusters Score -2702313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2702324.000000 Penalty: 11552.091797
	Iteration 73Q: 3 clusters Score -2702324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2702324.250000 Penalty: 11552.091797
	Iteration 74Q: 3 clusters Score -2702324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2702345.250000 Penalty: 11552.091797
	Iteration 75Q: 3 clusters Score -2702345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2702354.750000 Penalty: 11552.091797
	Iteration 76Q: 3 clusters Score -2702355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2702351.750000 Penalty: 11552.091797
	Iteration 77Q: 3 clusters Score -2702352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2702360.250000 Penalty: 11552.091797
	Iteration 78Q: 3 clusters Score -2702360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2702367.750000 Penalty: 11552.091797
	Iteration 79Q: 3 clusters Score -2702368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2702369.250000 Penalty: 11552.091797
	Iteration 80F: 3 clusters Score -2702369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2702376.500000 Penalty: 11552.091797
	Iteration 81Q: 3 clusters Score -2702376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2702372.500000 Penalty: 11552.091797
	Iteration 82Q: 3 clusters Score -2702372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2702372.750000 Penalty: 11552.091797
	Iteration 83Q: 3 clusters Score -2702373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2702372.750000 Penalty: 11552.091797
	Iteration 84F: 3 clusters Score -2702373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Entering Unmasked Estep 
Score: -5253225.500000 Penalty: 6152.581055
	Iteration 0F: 2 clusters Score -5253226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -5234717.500000 Penalty: 12305.162109
	Iteration 0F: 3 clusters Score -5234718 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -5239780.500000 Penalty: 12305.162109
	Iteration 1F: 3 clusters Score -5239780 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -5240353.500000 Penalty: 12305.162109
	Iteration 2F: 3 clusters Score -5240354 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -5240766.000000 Penalty: 12305.162109
	Iteration 3Q: 3 clusters Score -5240766 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -5241029.500000 Penalty: 12305.162109
	Iteration 4Q: 3 clusters Score -5241030 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -5241281.000000 Penalty: 12305.162109
	Iteration 5Q: 3 clusters Score -5241281 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -5241445.500000 Penalty: 12305.162109
	Iteration 6Q: 3 clusters Score -5241446 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -5241634.500000 Penalty: 12305.162109
	Iteration 7Q: 3 clusters Score -5241634 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -5241876.500000 Penalty: 12305.162109
	Iteration 8Q: 3 clusters Score -5241876 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -5242158.500000 Penalty: 12305.162109
	Iteration 9Q: 3 clusters Score -5242158 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -5242499.000000 Penalty: 12305.162109
	Iteration 10Q: 3 clusters Score -5242499 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -5242927.000000 Penalty: 12305.162109
	Iteration 11Q: 3 clusters Score -5242927 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -5243437.500000 Penalty: 12305.162109
	Iteration 12Q: 3 clusters Score -5243438 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -5244127.000000 Penalty: 12305.162109
	Iteration 13Q: 3 clusters Score -5244127 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -5244891.000000 Penalty: 12305.162109
	Iteration 14Q: 3 clusters Score -5244891 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -5245613.000000 Penalty: 12305.162109
	Iteration 15Q: 3 clusters Score -5245613 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -5246236.500000 Penalty: 12305.162109
	Iteration 16Q: 3 clusters Score -5246236 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -5246792.000000 Penalty: 12305.162109
	Iteration 17Q: 3 clusters Score -5246792 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -5247287.000000 Penalty: 12305.162109
	Iteration 18Q: 3 clusters Score -5247287 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -5247730.000000 Penalty: 12305.162109
	Iteration 19Q: 3 clusters Score -5247730 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -5248120.500000 Penalty: 12305.162109
	Iteration 20F: 3 clusters Score -5248120 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -5248515.000000 Penalty: 12305.162109
	Iteration 21Q: 3 clusters Score -5248515 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -5248884.000000 Penalty: 12305.162109
	Iteration 22Q: 3 clusters Score -5248884 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -5249229.500000 Penalty: 12305.162109
	Iteration 23Q: 3 clusters Score -5249230 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -5249509.000000 Penalty: 12305.162109
	Iteration 24Q: 3 clusters Score -5249509 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -5249731.000000 Penalty: 12305.162109
	Iteration 25Q: 3 clusters Score -5249731 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -5249845.500000 Penalty: 12305.162109
	Iteration 26Q: 3 clusters Score -5249846 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -5249911.500000 Penalty: 12305.162109
	Iteration 27Q: 3 clusters Score -5249912 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -5249957.000000 Penalty: 12305.162109
	Iteration 28Q: 3 clusters Score -5249957 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -5249993.500000 Penalty: 12305.162109
	Iteration 29Q: 3 clusters Score -5249994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -5249989.000000 Penalty: 12305.162109
	Iteration 30Q: 3 clusters Score -5249989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -5249997.000000 Penalty: 12305.162109
	Iteration 31Q: 3 clusters Score -5249997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -5250000.500000 Penalty: 12305.162109
	Iteration 32Q: 3 clusters Score -5250000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -5250008.000000 Penalty: 12305.162109
	Iteration 33Q: 3 clusters Score -5250008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -5250003.000000 Penalty: 12305.162109
	Iteration 34Q: 3 clusters Score -5250003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -5250010.500000 Penalty: 12305.162109
	Iteration 35Q: 3 clusters Score -5250010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -5250011.000000 Penalty: 12305.162109
	Iteration 36Q: 3 clusters Score -5250011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -5250004.000000 Penalty: 12305.162109
	Iteration 37Q: 3 clusters Score -5250004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -5250002.500000 Penalty: 12305.162109
	Iteration 38Q: 3 clusters Score -5250002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -5250004.000000 Penalty: 12305.162109
	Iteration 39Q: 3 clusters Score -5250004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -5250002.500000 Penalty: 12305.162109
	Iteration 40F: 3 clusters Score -5250002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -5250006.500000 Penalty: 12305.162109
	Iteration 41Q: 3 clusters Score -5250006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -5250004.500000 Penalty: 12305.162109
	Iteration 42Q: 3 clusters Score -5250004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -5250003.500000 Penalty: 12305.162109
	Iteration 43Q: 3 clusters Score -5250004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -5250002.500000 Penalty: 12305.162109
	Iteration 44Q: 3 clusters Score -5250002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -5250004.000000 Penalty: 12305.162109
	Iteration 45Q: 3 clusters Score -5250004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -5250006.500000 Penalty: 12305.162109
	Iteration 46Q: 3 clusters Score -5250006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -5250009.000000 Penalty: 12305.162109
	Iteration 47Q: 3 clusters Score -5250009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -5250009.000000 Penalty: 12305.162109
	Iteration 48Q: 3 clusters Score -5250009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -5250009.000000 Penalty: 12305.162109
	Iteration 49F: 3 clusters Score -5250009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -48342.742188 Penalty: 3495.605225
	Iteration 0F: 2 clusters Score -48342.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45780.980469 Penalty: 6991.210449
	Iteration 0F: 3 clusters Score -45780.98 nChanged 22
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: -45997.101562 Penalty: 6991.210449
	Iteration 1F: 3 clusters Score -45997.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46139.769531 Penalty: 6991.210449
	Iteration 2Q: 3 clusters Score -46139.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46204.917969 Penalty: 6991.210449
	Iteration 3Q: 3 clusters Score -46204.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46262.730469 Penalty: 6991.210449
	Iteration 4Q: 3 clusters Score -46262.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46284.953125 Penalty: 6991.210449
	Iteration 5Q: 3 clusters Score -46284.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46297.472656 Penalty: 6991.210449
	Iteration 6Q: 3 clusters Score -46297.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46297.472656 Penalty: 6991.210449
	Iteration 7F: 3 clusters Score -46297.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -195925.187500 Penalty: 4212.343750
	Iteration 0F: 2 clusters Score -195925.2 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 500 members 
Entering Unmasked Estep 
Score: -191913.562500 Penalty: 8424.687500
	Iteration 0F: 3 clusters Score -191913.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -192525.796875 Penalty: 8424.687500
	Iteration 1F: 3 clusters Score -192525.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -193243.218750 Penalty: 8424.687500
	Iteration 2F: 3 clusters Score -193243.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -193685.406250 Penalty: 8424.687500
	Iteration 3F: 3 clusters Score -193685.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -194344.562500 Penalty: 8424.687500
	Iteration 4F: 3 clusters Score -194344.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -194690.843750 Penalty: 8424.687500
	Iteration 5F: 3 clusters Score -194690.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -194863.187500 Penalty: 8424.687500
	Iteration 6Q: 3 clusters Score -194863.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -194939.437500 Penalty: 8424.687500
	Iteration 7Q: 3 clusters Score -194939.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -194975.500000 Penalty: 8424.687500
	Iteration 8Q: 3 clusters Score -194975.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -195017.625000 Penalty: 8424.687500
	Iteration 9Q: 3 clusters Score -195017.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -195037.187500 Penalty: 8424.687500
	Iteration 10Q: 3 clusters Score -195037.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -195037.187500 Penalty: 8424.687500
	Iteration 11F: 3 clusters Score -195037.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Entering Unmasked Estep 
Score: -6235370.000000 Penalty: 6248.905762
	Iteration 0F: 2 clusters Score -6235370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -6214501.500000 Penalty: 12497.811523
	Iteration 0F: 3 clusters Score -6214502 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -6220543.500000 Penalty: 12497.811523
	Iteration 1F: 3 clusters Score -6220544 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -6221174.500000 Penalty: 12497.811523
	Iteration 2F: 3 clusters Score -6221174 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -6221609.000000 Penalty: 12497.811523
	Iteration 3Q: 3 clusters Score -6221609 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -6221973.500000 Penalty: 12497.811523
	Iteration 4Q: 3 clusters Score -6221974 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -6222340.000000 Penalty: 12497.811523
	Iteration 5Q: 3 clusters Score -6222340 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -6222619.500000 Penalty: 12497.811523
	Iteration 6Q: 3 clusters Score -6222620 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -6222920.500000 Penalty: 12497.811523
	Iteration 7Q: 3 clusters Score -6222920 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -6223209.500000 Penalty: 12497.811523
	Iteration 8Q: 3 clusters Score -6223210 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -6223524.000000 Penalty: 12497.811523
	Iteration 9Q: 3 clusters Score -6223524 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -6223847.000000 Penalty: 12497.811523
	Iteration 10Q: 3 clusters Score -6223847 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -6224172.500000 Penalty: 12497.811523
	Iteration 11Q: 3 clusters Score -6224172 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -6224506.000000 Penalty: 12497.811523
	Iteration 12Q: 3 clusters Score -6224506 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -6224819.000000 Penalty: 12497.811523
	Iteration 13Q: 3 clusters Score -6224819 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -6225192.000000 Penalty: 12497.811523
	Iteration 14Q: 3 clusters Score -6225192 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -6225592.500000 Penalty: 12497.811523
	Iteration 15Q: 3 clusters Score -6225592 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -6226027.500000 Penalty: 12497.811523
	Iteration 16Q: 3 clusters Score -6226028 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -6226417.000000 Penalty: 12497.811523
	Iteration 17Q: 3 clusters Score -6226417 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -6226845.500000 Penalty: 12497.811523
	Iteration 18Q: 3 clusters Score -6226846 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -6227278.000000 Penalty: 12497.811523
	Iteration 19Q: 3 clusters Score -6227278 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -6227687.500000 Penalty: 12497.811523
	Iteration 20F: 3 clusters Score -6227688 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -6228052.000000 Penalty: 12497.811523
	Iteration 21Q: 3 clusters Score -6228052 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -6228395.500000 Penalty: 12497.811523
	Iteration 22Q: 3 clusters Score -6228396 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -6228681.000000 Penalty: 12497.811523
	Iteration 23Q: 3 clusters Score -6228681 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -6228929.000000 Penalty: 12497.811523
	Iteration 24Q: 3 clusters Score -6228929 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -6229122.000000 Penalty: 12497.811523
	Iteration 25Q: 3 clusters Score -6229122 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -6229270.500000 Penalty: 12497.811523
	Iteration 26Q: 3 clusters Score -6229270 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -6229403.000000 Penalty: 12497.811523
	Iteration 27Q: 3 clusters Score -6229403 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -6229525.500000 Penalty: 12497.811523
	Iteration 28Q: 3 clusters Score -6229526 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -6229604.500000 Penalty: 12497.811523
	Iteration 29Q: 3 clusters Score -6229604 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -6229688.000000 Penalty: 12497.811523
	Iteration 30Q: 3 clusters Score -6229688 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -6229747.000000 Penalty: 12497.811523
	Iteration 31Q: 3 clusters Score -6229747 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -6229782.500000 Penalty: 12497.811523
	Iteration 32Q: 3 clusters Score -6229782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -6229817.500000 Penalty: 12497.811523
	Iteration 33Q: 3 clusters Score -6229818 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -6229832.500000 Penalty: 12497.811523
	Iteration 34Q: 3 clusters Score -6229832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -6229864.000000 Penalty: 12497.811523
	Iteration 35Q: 3 clusters Score -6229864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -6229912.500000 Penalty: 12497.811523
	Iteration 36Q: 3 clusters Score -6229912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -6229931.000000 Penalty: 12497.811523
	Iteration 37Q: 3 clusters Score -6229931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -6229939.500000 Penalty: 12497.811523
	Iteration 38Q: 3 clusters Score -6229940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -6229954.000000 Penalty: 12497.811523
	Iteration 39Q: 3 clusters Score -6229954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -6229978.500000 Penalty: 12497.811523
	Iteration 40F: 3 clusters Score -6229978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -6230003.500000 Penalty: 12497.811523
	Iteration 41Q: 3 clusters Score -6230004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -6230024.500000 Penalty: 12497.811523
	Iteration 42Q: 3 clusters Score -6230024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -6230029.500000 Penalty: 12497.811523
	Iteration 43Q: 3 clusters Score -6230030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -6230030.000000 Penalty: 12497.811523
	Iteration 44Q: 3 clusters Score -6230030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -6230041.000000 Penalty: 12497.811523
	Iteration 45Q: 3 clusters Score -6230041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -6230037.000000 Penalty: 12497.811523
	Iteration 46Q: 3 clusters Score -6230037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -6230042.500000 Penalty: 12497.811523
	Iteration 47Q: 3 clusters Score -6230042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -6230047.500000 Penalty: 12497.811523
	Iteration 48Q: 3 clusters Score -6230048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -6230060.500000 Penalty: 12497.811523
	Iteration 49Q: 3 clusters Score -6230060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -6230066.500000 Penalty: 12497.811523
	Iteration 50Q: 3 clusters Score -6230066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -6230062.500000 Penalty: 12497.811523
	Iteration 51Q: 3 clusters Score -6230062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -6230071.000000 Penalty: 12497.811523
	Iteration 52Q: 3 clusters Score -6230071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -6230078.000000 Penalty: 12497.811523
	Iteration 53Q: 3 clusters Score -6230078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -6230073.500000 Penalty: 12497.811523
	Iteration 54Q: 3 clusters Score -6230074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -6230073.000000 Penalty: 12497.811523
	Iteration 55Q: 3 clusters Score -6230073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -6230075.000000 Penalty: 12497.811523
	Iteration 56Q: 3 clusters Score -6230075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -6230075.000000 Penalty: 12497.811523
	Iteration 57Q: 3 clusters Score -6230075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -6230077.000000 Penalty: 12497.811523
	Iteration 58Q: 3 clusters Score -6230077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -6230075.500000 Penalty: 12497.811523
	Iteration 59Q: 3 clusters Score -6230076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -6230081.500000 Penalty: 12497.811523
	Iteration 60F: 3 clusters Score -6230082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -40560.921875 Penalty: 3481.192627
	Iteration 0F: 2 clusters Score -40560.92 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: -37810.343750 Penalty: 6962.385254
	Iteration 0F: 3 clusters Score -37810.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37989.285156 Penalty: 6962.385254
	Iteration 1F: 3 clusters Score -37989.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38069.003906 Penalty: 6962.385254
	Iteration 2Q: 3 clusters Score -38069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38102.542969 Penalty: 6962.385254
	Iteration 3Q: 3 clusters Score -38102.54 nChanged 4
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: -38150.539062 Penalty: 6962.385254
	Iteration 4Q: 3 clusters Score -38150.54 nChanged 0
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: -38150.539062 Penalty: 6962.385254
	Iteration 5F: 3 clusters Score -38150.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -190795.125000 Penalty: 4186.550781
	Iteration 0F: 2 clusters Score -190795.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -186746.156250 Penalty: 8373.101562
	Iteration 0F: 3 clusters Score -186746.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -187096.546875 Penalty: 8373.101562
	Iteration 1F: 3 clusters Score -187096.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -187239.515625 Penalty: 8373.101562
	Iteration 2Q: 3 clusters Score -187239.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -187320.296875 Penalty: 8373.101562
	Iteration 3Q: 3 clusters Score -187320.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -187399.062500 Penalty: 8373.101562
	Iteration 4Q: 3 clusters Score -187399.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -187480.406250 Penalty: 8373.101562
	Iteration 5Q: 3 clusters Score -187480.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -187670.109375 Penalty: 8373.101562
	Iteration 6Q: 3 clusters Score -187670.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -188115.890625 Penalty: 8373.101562
	Iteration 7Q: 3 clusters Score -188115.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -188254.484375 Penalty: 8373.101562
	Iteration 8Q: 3 clusters Score -188254.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -188362.187500 Penalty: 8373.101562
	Iteration 9Q: 3 clusters Score -188362.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -188428.093750 Penalty: 8373.101562
	Iteration 10Q: 3 clusters Score -188428.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -188473.843750 Penalty: 8373.101562
	Iteration 11Q: 3 clusters Score -188473.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -188489.390625 Penalty: 8373.101562
	Iteration 12Q: 3 clusters Score -188489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -188500.328125 Penalty: 8373.101562
	Iteration 13Q: 3 clusters Score -188500.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -188512.437500 Penalty: 8373.101562
	Iteration 14Q: 3 clusters Score -188512.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -188522.671875 Penalty: 8373.101562
	Iteration 15Q: 3 clusters Score -188522.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -188540.734375 Penalty: 8373.101562
	Iteration 16Q: 3 clusters Score -188540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -188544.625000 Penalty: 8373.101562
	Iteration 17Q: 3 clusters Score -188544.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -188544.625000 Penalty: 8373.101562
	Iteration 18F: 3 clusters Score -188544.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18224 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39011 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9806 members 
Mstep: Class 7 contains 98577 members 
Mstep: Class 8 contains 20612 members 
Mstep: Class 9 contains 11294 members 
Mstep: Class 10 contains 2728 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5582 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32491 members 
Mstep: Class 15 contains 19740 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173881 members 
Mstep: Class 22 contains 12460 members 
Mstep: Class 23 contains 23041 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26965 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273744.000000 Penalty: 228638.375000
Iteration 199Q: 29 clusters Score -1.382737e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18222 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39012 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9805 members 
Mstep: Class 7 contains 98586 members 
Mstep: Class 8 contains 20615 members 
Mstep: Class 9 contains 11294 members 
Mstep: Class 10 contains 2728 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5572 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32492 members 
Mstep: Class 15 contains 19751 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173876 members 
Mstep: Class 22 contains 12457 members 
Mstep: Class 23 contains 23037 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26965 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273712.000000 Penalty: 228638.375000
Iteration 200F: 29 clusters Score -1.382737e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18221 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39012 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9801 members 
Mstep: Class 7 contains 98593 members 
Mstep: Class 8 contains 20617 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5560 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32491 members 
Mstep: Class 15 contains 19769 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173872 members 
Mstep: Class 22 contains 12454 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26965 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273728.000000 Penalty: 228638.375000
Iteration 201Q: 29 clusters Score -1.382737e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18221 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39009 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9796 members 
Mstep: Class 7 contains 98598 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5553 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32490 members 
Mstep: Class 15 contains 19784 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173870 members 
Mstep: Class 22 contains 12454 members 
Mstep: Class 23 contains 23034 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26966 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273568.000000 Penalty: 228638.375000
Iteration 202Q: 29 clusters Score -1.382736e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18221 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39007 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9794 members 
Mstep: Class 7 contains 98610 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5542 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32490 members 
Mstep: Class 15 contains 19790 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173864 members 
Mstep: Class 22 contains 12454 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26968 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273504.000000 Penalty: 228638.375000
Iteration 203Q: 29 clusters Score -1.382735e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18221 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39007 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9790 members 
Mstep: Class 7 contains 98620 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5530 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32490 members 
Mstep: Class 15 contains 19798 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173862 members 
Mstep: Class 22 contains 12453 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26969 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273536.000000 Penalty: 228638.375000
Iteration 204Q: 29 clusters Score -1.382735e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18220 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39004 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9786 members 
Mstep: Class 7 contains 98631 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5523 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32490 members 
Mstep: Class 15 contains 19807 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173856 members 
Mstep: Class 22 contains 12454 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26969 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273504.000000 Penalty: 228638.375000
Iteration 205Q: 29 clusters Score -1.382735e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18219 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39005 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9783 members 
Mstep: Class 7 contains 98641 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5518 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32490 members 
Mstep: Class 15 contains 19808 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173853 members 
Mstep: Class 22 contains 12453 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26970 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273520.000000 Penalty: 228638.375000
Iteration 206Q: 29 clusters Score -1.382735e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18219 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39004 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9783 members 
Mstep: Class 7 contains 98644 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5515 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32490 members 
Mstep: Class 15 contains 19809 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173852 members 
Mstep: Class 22 contains 12454 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26970 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273456.000000 Penalty: 228638.375000
Iteration 207Q: 29 clusters Score -1.382735e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18219 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39004 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9783 members 
Mstep: Class 7 contains 98648 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5511 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32489 members 
Mstep: Class 15 contains 19811 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173850 members 
Mstep: Class 22 contains 12454 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26971 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273440.000000 Penalty: 228638.375000
Iteration 208Q: 29 clusters Score -1.382734e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39004 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9783 members 
Mstep: Class 7 contains 98650 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5505 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32488 members 
Mstep: Class 15 contains 19816 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173850 members 
Mstep: Class 22 contains 12454 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26972 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273424.000000 Penalty: 228638.375000
Iteration 209Q: 29 clusters Score -1.382734e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39005 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9783 members 
Mstep: Class 7 contains 98651 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5503 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32488 members 
Mstep: Class 15 contains 19819 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173848 members 
Mstep: Class 22 contains 12453 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26972 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273472.000000 Penalty: 228638.375000
Iteration 210Q: 29 clusters Score -1.382735e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39005 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9781 members 
Mstep: Class 7 contains 98656 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5500 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32487 members 
Mstep: Class 15 contains 19822 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4633 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173847 members 
Mstep: Class 22 contains 12453 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26972 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273408.000000 Penalty: 228638.375000
Iteration 211Q: 29 clusters Score -1.382734e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39005 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 98658 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5498 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32486 members 
Mstep: Class 15 contains 19824 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173847 members 
Mstep: Class 22 contains 12452 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26972 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273408.000000 Penalty: 228638.375000
Iteration 212Q: 29 clusters Score -1.382734e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39003 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 98659 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5496 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32486 members 
Mstep: Class 15 contains 19828 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173847 members 
Mstep: Class 22 contains 12451 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26972 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273424.000000 Penalty: 228638.375000
Iteration 213Q: 29 clusters Score -1.382734e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39003 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 98660 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5494 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32486 members 
Mstep: Class 15 contains 19829 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173847 members 
Mstep: Class 22 contains 12451 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26972 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273408.000000 Penalty: 228638.375000
Iteration 214Q: 29 clusters Score -1.382734e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39004 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 98663 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32486 members 
Mstep: Class 15 contains 19829 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173845 members 
Mstep: Class 22 contains 12451 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26972 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273392.000000 Penalty: 228638.375000
Iteration 215Q: 29 clusters Score -1.382734e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39004 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 98667 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5489 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32485 members 
Mstep: Class 15 contains 19830 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173844 members 
Mstep: Class 22 contains 12451 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26972 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273408.000000 Penalty: 228638.375000
Iteration 216Q: 29 clusters Score -1.382734e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39002 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 98668 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5489 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32483 members 
Mstep: Class 15 contains 19832 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173845 members 
Mstep: Class 22 contains 12451 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26972 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273472.000000 Penalty: 228638.375000
Iteration 217Q: 29 clusters Score -1.382735e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 39000 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 98666 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5488 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32480 members 
Mstep: Class 15 contains 19836 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173848 members 
Mstep: Class 22 contains 12451 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26972 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273504.000000 Penalty: 228638.375000
Iteration 218Q: 29 clusters Score -1.382735e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 38997 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 98668 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5488 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32477 members 
Mstep: Class 15 contains 19838 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173850 members 
Mstep: Class 22 contains 12451 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26972 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273504.000000 Penalty: 228638.375000
Iteration 219Q: 29 clusters Score -1.382735e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 38995 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 98670 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5488 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32475 members 
Mstep: Class 15 contains 19839 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173850 members 
Mstep: Class 22 contains 12451 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26973 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273536.000000 Penalty: 228638.375000
Iteration 220F: 29 clusters Score -1.382735e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 38996 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 98671 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5487 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32474 members 
Mstep: Class 15 contains 19838 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173851 members 
Mstep: Class 22 contains 12451 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26973 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273488.000000 Penalty: 228638.375000
Iteration 221Q: 29 clusters Score -1.382735e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 38996 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 98672 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5486 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32474 members 
Mstep: Class 15 contains 19838 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173851 members 
Mstep: Class 22 contains 12451 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26973 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273456.000000 Penalty: 228638.375000
Iteration 222Q: 29 clusters Score -1.382735e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 38996 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 98675 members 
Mstep: Class 8 contains 20617 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5484 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32474 members 
Mstep: Class 15 contains 19838 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173851 members 
Mstep: Class 22 contains 12451 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26973 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273424.000000 Penalty: 228638.375000
Iteration 223Q: 29 clusters Score -1.382734e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 18217 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 38996 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 98677 members 
Mstep: Class 8 contains 20617 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5484 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32474 members 
Mstep: Class 15 contains 19838 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173850 members 
Mstep: Class 22 contains 12451 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26973 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273440.000000 Penalty: 228638.375000
Iteration 224Q: 29 clusters Score -1.382734e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 18217 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 38996 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 98677 members 
Mstep: Class 8 contains 20617 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5484 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32474 members 
Mstep: Class 15 contains 19838 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173850 members 
Mstep: Class 22 contains 12451 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26973 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138273440.000000 Penalty: 228638.375000
Iteration 225F: 29 clusters Score -1.382734e+08 nChanged 0
Entering ConstructFrom: 
Score: -138273440.000000 Penalty: 228638.375000
Entering ConstructFrom: 
Trying to split cluster 1 (3404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Entering Unmasked Estep 
Score: -729949.875000 Penalty: 4981.282715
	Iteration 0F: 2 clusters Score -729949.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -723989.937500 Penalty: 9962.565430
	Iteration 0F: 3 clusters Score -723989.9 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -725061.812500 Penalty: 9962.565430
	Iteration 1F: 3 clusters Score -725061.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -725535.000000 Penalty: 9962.565430
	Iteration 2F: 3 clusters Score -725535 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -725923.312500 Penalty: 9962.565430
	Iteration 3F: 3 clusters Score -725923.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -726181.437500 Penalty: 9962.565430
	Iteration 4Q: 3 clusters Score -726181.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -726380.187500 Penalty: 9962.565430
	Iteration 5Q: 3 clusters Score -726380.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -726558.937500 Penalty: 9962.565430
	Iteration 6Q: 3 clusters Score -726558.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -726716.437500 Penalty: 9962.565430
	Iteration 7Q: 3 clusters Score -726716.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -726862.812500 Penalty: 9962.565430
	Iteration 8Q: 3 clusters Score -726862.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -727024.125000 Penalty: 9962.565430
	Iteration 9Q: 3 clusters Score -727024.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -727177.187500 Penalty: 9962.565430
	Iteration 10Q: 3 clusters Score -727177.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -727279.187500 Penalty: 9962.565430
	Iteration 11Q: 3 clusters Score -727279.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -727412.125000 Penalty: 9962.565430
	Iteration 12Q: 3 clusters Score -727412.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -727518.312500 Penalty: 9962.565430
	Iteration 13Q: 3 clusters Score -727518.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -727599.750000 Penalty: 9962.565430
	Iteration 14Q: 3 clusters Score -727599.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -727683.375000 Penalty: 9962.565430
	Iteration 15Q: 3 clusters Score -727683.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -727757.812500 Penalty: 9962.565430
	Iteration 16Q: 3 clusters Score -727757.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -727839.812500 Penalty: 9962.565430
	Iteration 17Q: 3 clusters Score -727839.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -727963.000000 Penalty: 9962.565430
	Iteration 18Q: 3 clusters Score -727963 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -728208.437500 Penalty: 9962.565430
	Iteration 19Q: 3 clusters Score -728208.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -728434.437500 Penalty: 9962.565430
	Iteration 20F: 3 clusters Score -728434.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -728543.312500 Penalty: 9962.565430
	Iteration 21Q: 3 clusters Score -728543.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -728584.687500 Penalty: 9962.565430
	Iteration 22Q: 3 clusters Score -728584.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -728608.000000 Penalty: 9962.565430
	Iteration 23Q: 3 clusters Score -728608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -728619.375000 Penalty: 9962.565430
	Iteration 24Q: 3 clusters Score -728619.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -728637.937500 Penalty: 9962.565430
	Iteration 25Q: 3 clusters Score -728637.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -728651.625000 Penalty: 9962.565430
	Iteration 26Q: 3 clusters Score -728651.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -728659.625000 Penalty: 9962.565430
	Iteration 27Q: 3 clusters Score -728659.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -728661.375000 Penalty: 9962.565430
	Iteration 28Q: 3 clusters Score -728661.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -728664.937500 Penalty: 9962.565430
	Iteration 29Q: 3 clusters Score -728664.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -728665.500000 Penalty: 9962.565430
	Iteration 30Q: 3 clusters Score -728665.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -728667.687500 Penalty: 9962.565430
	Iteration 31Q: 3 clusters Score -728667.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -728691.125000 Penalty: 9962.565430
	Iteration 32F: 3 clusters Score -728691.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -728944.437500 Penalty: 9962.565430
	Iteration 33Q: 3 clusters Score -728944.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -729245.125000 Penalty: 9962.565430
	Iteration 34Q: 3 clusters Score -729245.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -729325.437500 Penalty: 9962.565430
	Iteration 35Q: 3 clusters Score -729325.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -729345.312500 Penalty: 9962.565430
	Iteration 36Q: 3 clusters Score -729345.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -729349.562500 Penalty: 9962.565430
	Iteration 37Q: 3 clusters Score -729349.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -729351.812500 Penalty: 9962.565430
	Iteration 38Q: 3 clusters Score -729351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -729351.812500 Penalty: 9962.565430
	Iteration 39F: 3 clusters Score -729351.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Entering Unmasked Estep 
Score: -4158963.750000 Penalty: 6008.692383
	Iteration 0F: 2 clusters Score -4158964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -4143655.000000 Penalty: 12017.384766
	Iteration 0F: 3 clusters Score -4143655 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -4147601.000000 Penalty: 12017.384766
	Iteration 1F: 3 clusters Score -4147601 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -4148241.250000 Penalty: 12017.384766
	Iteration 2F: 3 clusters Score -4148241 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -4148707.000000 Penalty: 12017.384766
	Iteration 3Q: 3 clusters Score -4148707 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -4149037.500000 Penalty: 12017.384766
	Iteration 4Q: 3 clusters Score -4149038 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -4149305.500000 Penalty: 12017.384766
	Iteration 5Q: 3 clusters Score -4149306 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -4149514.250000 Penalty: 12017.384766
	Iteration 6Q: 3 clusters Score -4149514 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -4149694.000000 Penalty: 12017.384766
	Iteration 7Q: 3 clusters Score -4149694 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -4149850.000000 Penalty: 12017.384766
	Iteration 8Q: 3 clusters Score -4149850 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -4150002.250000 Penalty: 12017.384766
	Iteration 9Q: 3 clusters Score -4150002 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -4150110.500000 Penalty: 12017.384766
	Iteration 10Q: 3 clusters Score -4150110 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -4150236.000000 Penalty: 12017.384766
	Iteration 11Q: 3 clusters Score -4150236 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -4150363.750000 Penalty: 12017.384766
	Iteration 12Q: 3 clusters Score -4150364 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -4150492.750000 Penalty: 12017.384766
	Iteration 13Q: 3 clusters Score -4150493 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -4150610.000000 Penalty: 12017.384766
	Iteration 14Q: 3 clusters Score -4150610 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -4150764.750000 Penalty: 12017.384766
	Iteration 15Q: 3 clusters Score -4150765 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -4150929.000000 Penalty: 12017.384766
	Iteration 16Q: 3 clusters Score -4150929 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -4151081.250000 Penalty: 12017.384766
	Iteration 17Q: 3 clusters Score -4151081 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -4151300.250000 Penalty: 12017.384766
	Iteration 18Q: 3 clusters Score -4151300 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -4151534.000000 Penalty: 12017.384766
	Iteration 19Q: 3 clusters Score -4151534 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -4151796.000000 Penalty: 12017.384766
	Iteration 20F: 3 clusters Score -4151796 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -4152092.000000 Penalty: 12017.384766
	Iteration 21Q: 3 clusters Score -4152092 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -4152431.500000 Penalty: 12017.384766
	Iteration 22Q: 3 clusters Score -4152432 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -4152806.250000 Penalty: 12017.384766
	Iteration 23Q: 3 clusters Score -4152806 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -4153201.250000 Penalty: 12017.384766
	Iteration 24Q: 3 clusters Score -4153201 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -4153661.000000 Penalty: 12017.384766
	Iteration 25Q: 3 clusters Score -4153661 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -4154070.500000 Penalty: 12017.384766
	Iteration 26Q: 3 clusters Score -4154070 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -4154398.750000 Penalty: 12017.384766
	Iteration 27Q: 3 clusters Score -4154399 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -4154635.500000 Penalty: 12017.384766
	Iteration 28Q: 3 clusters Score -4154636 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -4154830.250000 Penalty: 12017.384766
	Iteration 29Q: 3 clusters Score -4154830 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -4154996.500000 Penalty: 12017.384766
	Iteration 30Q: 3 clusters Score -4154996 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -4155144.750000 Penalty: 12017.384766
	Iteration 31Q: 3 clusters Score -4155145 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -4155250.750000 Penalty: 12017.384766
	Iteration 32Q: 3 clusters Score -4155251 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -4155339.500000 Penalty: 12017.384766
	Iteration 33Q: 3 clusters Score -4155340 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -4155421.250000 Penalty: 12017.384766
	Iteration 34Q: 3 clusters Score -4155421 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -4155481.500000 Penalty: 12017.384766
	Iteration 35Q: 3 clusters Score -4155482 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -4155519.000000 Penalty: 12017.384766
	Iteration 36Q: 3 clusters Score -4155519 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -4155559.750000 Penalty: 12017.384766
	Iteration 37Q: 3 clusters Score -4155560 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -4155588.500000 Penalty: 12017.384766
	Iteration 38Q: 3 clusters Score -4155588 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -4155624.750000 Penalty: 12017.384766
	Iteration 39Q: 3 clusters Score -4155625 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -4155649.000000 Penalty: 12017.384766
	Iteration 40F: 3 clusters Score -4155649 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -4155666.500000 Penalty: 12017.384766
	Iteration 41Q: 3 clusters Score -4155666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -4155681.500000 Penalty: 12017.384766
	Iteration 42Q: 3 clusters Score -4155682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -4155694.000000 Penalty: 12017.384766
	Iteration 43Q: 3 clusters Score -4155694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -4155709.500000 Penalty: 12017.384766
	Iteration 44Q: 3 clusters Score -4155710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -4155724.000000 Penalty: 12017.384766
	Iteration 45Q: 3 clusters Score -4155724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -4155720.250000 Penalty: 12017.384766
	Iteration 46Q: 3 clusters Score -4155720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -4155723.500000 Penalty: 12017.384766
	Iteration 47Q: 3 clusters Score -4155724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -4155732.000000 Penalty: 12017.384766
	Iteration 48Q: 3 clusters Score -4155732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -4155734.750000 Penalty: 12017.384766
	Iteration 49Q: 3 clusters Score -4155735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -4155745.250000 Penalty: 12017.384766
	Iteration 50Q: 3 clusters Score -4155745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -4155739.750000 Penalty: 12017.384766
	Iteration 51Q: 3 clusters Score -4155740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -4155746.500000 Penalty: 12017.384766
	Iteration 52Q: 3 clusters Score -4155746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -4155737.000000 Penalty: 12017.384766
	Iteration 53Q: 3 clusters Score -4155737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -4155745.750000 Penalty: 12017.384766
	Iteration 54Q: 3 clusters Score -4155746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -4155748.750000 Penalty: 12017.384766
	Iteration 55Q: 3 clusters Score -4155749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -4155751.000000 Penalty: 12017.384766
	Iteration 56Q: 3 clusters Score -4155751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -4155751.750000 Penalty: 12017.384766
	Iteration 57Q: 3 clusters Score -4155752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -4155751.750000 Penalty: 12017.384766
	Iteration 58F: 3 clusters Score -4155752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Entering Unmasked Estep 
Score: -8392454.000000 Penalty: 6439.583496
	Iteration 0F: 2 clusters Score -8392454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -8365183.000000 Penalty: 12879.166992
	Iteration 0F: 3 clusters Score -8365183 nChanged 15933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -8373596.500000 Penalty: 12879.166992
	Iteration 1F: 3 clusters Score -8373596 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -8374460.500000 Penalty: 12879.166992
	Iteration 2F: 3 clusters Score -8374460 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -8374949.000000 Penalty: 12879.166992
	Iteration 3Q: 3 clusters Score -8374949 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -8375441.500000 Penalty: 12879.166992
	Iteration 4Q: 3 clusters Score -8375442 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -8375817.500000 Penalty: 12879.166992
	Iteration 5Q: 3 clusters Score -8375818 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -8376165.000000 Penalty: 12879.166992
	Iteration 6Q: 3 clusters Score -8376165 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -8376432.500000 Penalty: 12879.166992
	Iteration 7Q: 3 clusters Score -8376432 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -8376649.500000 Penalty: 12879.166992
	Iteration 8Q: 3 clusters Score -8376650 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -8376833.000000 Penalty: 12879.166992
	Iteration 9Q: 3 clusters Score -8376833 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -8377114.500000 Penalty: 12879.166992
	Iteration 10Q: 3 clusters Score -8377114 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -8377291.500000 Penalty: 12879.166992
	Iteration 11Q: 3 clusters Score -8377292 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -8377403.000000 Penalty: 12879.166992
	Iteration 12Q: 3 clusters Score -8377403 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -8377565.500000 Penalty: 12879.166992
	Iteration 13Q: 3 clusters Score -8377566 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -8377736.500000 Penalty: 12879.166992
	Iteration 14Q: 3 clusters Score -8377736 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -8377869.000000 Penalty: 12879.166992
	Iteration 15Q: 3 clusters Score -8377869 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -8377970.000000 Penalty: 12879.166992
	Iteration 16Q: 3 clusters Score -8377970 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -8378023.500000 Penalty: 12879.166992
	Iteration 17Q: 3 clusters Score -8378024 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -8378132.000000 Penalty: 12879.166992
	Iteration 18Q: 3 clusters Score -8378132 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -8378265.500000 Penalty: 12879.166992
	Iteration 19Q: 3 clusters Score -8378266 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -8378368.000000 Penalty: 12879.166992
	Iteration 20F: 3 clusters Score -8378368 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -8378469.000000 Penalty: 12879.166992
	Iteration 21Q: 3 clusters Score -8378469 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -8378643.500000 Penalty: 12879.166992
	Iteration 22Q: 3 clusters Score -8378644 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -8378821.500000 Penalty: 12879.166992
	Iteration 23Q: 3 clusters Score -8378822 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -8379052.000000 Penalty: 12879.166992
	Iteration 24Q: 3 clusters Score -8379052 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -8379383.500000 Penalty: 12879.166992
	Iteration 25Q: 3 clusters Score -8379384 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -8379805.000000 Penalty: 12879.166992
	Iteration 26Q: 3 clusters Score -8379805 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -8380388.500000 Penalty: 12879.166992
	Iteration 27Q: 3 clusters Score -8380388 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -8381136.000000 Penalty: 12879.166992
	Iteration 28Q: 3 clusters Score -8381136 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -8382014.500000 Penalty: 12879.166992
	Iteration 29Q: 3 clusters Score -8382014 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -8383020.500000 Penalty: 12879.166992
	Iteration 30Q: 3 clusters Score -8383020 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -8384021.500000 Penalty: 12879.166992
	Iteration 31Q: 3 clusters Score -8384022 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -8384855.500000 Penalty: 12879.166992
	Iteration 32Q: 3 clusters Score -8384856 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -8385506.500000 Penalty: 12879.166992
	Iteration 33Q: 3 clusters Score -8385506 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -8385949.500000 Penalty: 12879.166992
	Iteration 34Q: 3 clusters Score -8385950 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -8386214.500000 Penalty: 12879.166992
	Iteration 35Q: 3 clusters Score -8386214 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -8386413.000000 Penalty: 12879.166992
	Iteration 36Q: 3 clusters Score -8386413 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -8386556.000000 Penalty: 12879.166992
	Iteration 37Q: 3 clusters Score -8386556 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -8386668.500000 Penalty: 12879.166992
	Iteration 38Q: 3 clusters Score -8386668 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -8386751.000000 Penalty: 12879.166992
	Iteration 39Q: 3 clusters Score -8386751 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -8386784.000000 Penalty: 12879.166992
	Iteration 40F: 3 clusters Score -8386784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -8386834.000000 Penalty: 12879.166992
	Iteration 41Q: 3 clusters Score -8386834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -8386857.500000 Penalty: 12879.166992
	Iteration 42Q: 3 clusters Score -8386858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -8386881.500000 Penalty: 12879.166992
	Iteration 43Q: 3 clusters Score -8386882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -8386897.500000 Penalty: 12879.166992
	Iteration 44Q: 3 clusters Score -8386898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -8386913.500000 Penalty: 12879.166992
	Iteration 45Q: 3 clusters Score -8386914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -8386914.000000 Penalty: 12879.166992
	Iteration 46Q: 3 clusters Score -8386914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -8386928.000000 Penalty: 12879.166992
	Iteration 47Q: 3 clusters Score -8386928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -8386939.500000 Penalty: 12879.166992
	Iteration 48Q: 3 clusters Score -8386940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -8386931.500000 Penalty: 12879.166992
	Iteration 49Q: 3 clusters Score -8386932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -8386934.000000 Penalty: 12879.166992
	Iteration 50Q: 3 clusters Score -8386934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -8386942.000000 Penalty: 12879.166992
	Iteration 51Q: 3 clusters Score -8386942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -8386942.500000 Penalty: 12879.166992
	Iteration 52Q: 3 clusters Score -8386942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -8386945.000000 Penalty: 12879.166992
	Iteration 53Q: 3 clusters Score -8386945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -8386945.500000 Penalty: 12879.166992
	Iteration 54Q: 3 clusters Score -8386946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -8386947.500000 Penalty: 12879.166992
	Iteration 55Q: 3 clusters Score -8386948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -8386943.000000 Penalty: 12879.166992
	Iteration 56Q: 3 clusters Score -8386943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -8386943.000000 Penalty: 12879.166992
	Iteration 57Q: 3 clusters Score -8386943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -8386944.000000 Penalty: 12879.166992
	Iteration 58Q: 3 clusters Score -8386944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -8386943.000000 Penalty: 12879.166992
	Iteration 59Q: 3 clusters Score -8386943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -8386951.500000 Penalty: 12879.166992
	Iteration 60F: 3 clusters Score -8386952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -8386938.500000 Penalty: 12879.166992
	Iteration 61Q: 3 clusters Score -8386938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -8386947.000000 Penalty: 12879.166992
	Iteration 62Q: 3 clusters Score -8386947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -8386949.500000 Penalty: 12879.166992
	Iteration 63Q: 3 clusters Score -8386950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -8386956.500000 Penalty: 12879.166992
	Iteration 64Q: 3 clusters Score -8386956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -8386961.500000 Penalty: 12879.166992
	Iteration 65Q: 3 clusters Score -8386962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -8386954.500000 Penalty: 12879.166992
	Iteration 66Q: 3 clusters Score -8386954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -8386961.500000 Penalty: 12879.166992
	Iteration 67Q: 3 clusters Score -8386962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -8386955.000000 Penalty: 12879.166992
	Iteration 68Q: 3 clusters Score -8386955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -8386961.000000 Penalty: 12879.166992
	Iteration 69Q: 3 clusters Score -8386961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -8386961.000000 Penalty: 12879.166992
	Iteration 70F: 3 clusters Score -8386961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Entering Unmasked Estep 
Score: -8853631.000000 Penalty: 6474.869141
	Iteration 0F: 2 clusters Score -8853631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -8824983.000000 Penalty: 12949.738281
	Iteration 0F: 3 clusters Score -8824983 nChanged 16950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -8833969.000000 Penalty: 12949.738281
	Iteration 1F: 3 clusters Score -8833969 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -8835003.000000 Penalty: 12949.738281
	Iteration 2F: 3 clusters Score -8835003 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -8835894.000000 Penalty: 12949.738281
	Iteration 3F: 3 clusters Score -8835894 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -8836984.000000 Penalty: 12949.738281
	Iteration 4Q: 3 clusters Score -8836984 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -8838093.000000 Penalty: 12949.738281
	Iteration 5Q: 3 clusters Score -8838093 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -8839196.000000 Penalty: 12949.738281
	Iteration 6Q: 3 clusters Score -8839196 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -8840185.000000 Penalty: 12949.738281
	Iteration 7Q: 3 clusters Score -8840185 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -8841208.000000 Penalty: 12949.738281
	Iteration 8Q: 3 clusters Score -8841208 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -8842395.000000 Penalty: 12949.738281
	Iteration 9Q: 3 clusters Score -8842395 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -8843745.000000 Penalty: 12949.738281
	Iteration 10Q: 3 clusters Score -8843745 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -8845119.000000 Penalty: 12949.738281
	Iteration 11Q: 3 clusters Score -8845119 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -8846221.000000 Penalty: 12949.738281
	Iteration 12Q: 3 clusters Score -8846221 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -8847100.000000 Penalty: 12949.738281
	Iteration 13Q: 3 clusters Score -8847100 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -8847853.000000 Penalty: 12949.738281
	Iteration 14Q: 3 clusters Score -8847853 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -8848421.000000 Penalty: 12949.738281
	Iteration 15Q: 3 clusters Score -8848421 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -8848798.000000 Penalty: 12949.738281
	Iteration 16Q: 3 clusters Score -8848798 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -8849160.000000 Penalty: 12949.738281
	Iteration 17Q: 3 clusters Score -8849160 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -8849451.000000 Penalty: 12949.738281
	Iteration 18Q: 3 clusters Score -8849451 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -8849658.000000 Penalty: 12949.738281
	Iteration 19Q: 3 clusters Score -8849658 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -8849828.000000 Penalty: 12949.738281
	Iteration 20F: 3 clusters Score -8849828 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -8849994.000000 Penalty: 12949.738281
	Iteration 21Q: 3 clusters Score -8849994 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -8850168.000000 Penalty: 12949.738281
	Iteration 22Q: 3 clusters Score -8850168 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -8850307.000000 Penalty: 12949.738281
	Iteration 23Q: 3 clusters Score -8850307 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -8850481.000000 Penalty: 12949.738281
	Iteration 24Q: 3 clusters Score -8850481 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -8850564.000000 Penalty: 12949.738281
	Iteration 25Q: 3 clusters Score -8850564 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -8850658.000000 Penalty: 12949.738281
	Iteration 26Q: 3 clusters Score -8850658 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -8850808.000000 Penalty: 12949.738281
	Iteration 27Q: 3 clusters Score -8850808 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -8850962.000000 Penalty: 12949.738281
	Iteration 28Q: 3 clusters Score -8850962 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -8851092.000000 Penalty: 12949.738281
	Iteration 29Q: 3 clusters Score -8851092 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -8851157.000000 Penalty: 12949.738281
	Iteration 30Q: 3 clusters Score -8851157 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -8851210.000000 Penalty: 12949.738281
	Iteration 31Q: 3 clusters Score -8851210 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -8851269.000000 Penalty: 12949.738281
	Iteration 32Q: 3 clusters Score -8851269 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -8851350.000000 Penalty: 12949.738281
	Iteration 33Q: 3 clusters Score -8851350 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -8851424.000000 Penalty: 12949.738281
	Iteration 34Q: 3 clusters Score -8851424 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -8851475.000000 Penalty: 12949.738281
	Iteration 35Q: 3 clusters Score -8851475 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -8851562.000000 Penalty: 12949.738281
	Iteration 36Q: 3 clusters Score -8851562 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -8851652.000000 Penalty: 12949.738281
	Iteration 37Q: 3 clusters Score -8851652 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -8851786.000000 Penalty: 12949.738281
	Iteration 38Q: 3 clusters Score -8851786 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -8851917.000000 Penalty: 12949.738281
	Iteration 39Q: 3 clusters Score -8851917 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -8852061.000000 Penalty: 12949.738281
	Iteration 40F: 3 clusters Score -8852061 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -8852195.000000 Penalty: 12949.738281
	Iteration 41Q: 3 clusters Score -8852195 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -8852235.000000 Penalty: 12949.738281
	Iteration 42Q: 3 clusters Score -8852235 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -8852306.000000 Penalty: 12949.738281
	Iteration 43Q: 3 clusters Score -8852306 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -8852356.000000 Penalty: 12949.738281
	Iteration 44Q: 3 clusters Score -8852356 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -8852416.000000 Penalty: 12949.738281
	Iteration 45Q: 3 clusters Score -8852416 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -8852432.000000 Penalty: 12949.738281
	Iteration 46Q: 3 clusters Score -8852432 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -8852465.000000 Penalty: 12949.738281
	Iteration 47Q: 3 clusters Score -8852465 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -8852471.000000 Penalty: 12949.738281
	Iteration 48Q: 3 clusters Score -8852471 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -8852522.000000 Penalty: 12949.738281
	Iteration 49Q: 3 clusters Score -8852522 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -8852538.000000 Penalty: 12949.738281
	Iteration 50Q: 3 clusters Score -8852538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -8852574.000000 Penalty: 12949.738281
	Iteration 51Q: 3 clusters Score -8852574 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -8852588.000000 Penalty: 12949.738281
	Iteration 52Q: 3 clusters Score -8852588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -8852630.000000 Penalty: 12949.738281
	Iteration 53Q: 3 clusters Score -8852630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -8852622.000000 Penalty: 12949.738281
	Iteration 54Q: 3 clusters Score -8852622 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -8852638.000000 Penalty: 12949.738281
	Iteration 55Q: 3 clusters Score -8852638 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -8852643.000000 Penalty: 12949.738281
	Iteration 56Q: 3 clusters Score -8852643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -8852658.000000 Penalty: 12949.738281
	Iteration 57Q: 3 clusters Score -8852658 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -8852687.000000 Penalty: 12949.738281
	Iteration 58Q: 3 clusters Score -8852687 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -8852702.000000 Penalty: 12949.738281
	Iteration 59Q: 3 clusters Score -8852702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -8852696.000000 Penalty: 12949.738281
	Iteration 60F: 3 clusters Score -8852696 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -8852731.000000 Penalty: 12949.738281
	Iteration 61Q: 3 clusters Score -8852731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -8852735.000000 Penalty: 12949.738281
	Iteration 62Q: 3 clusters Score -8852735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -8852721.000000 Penalty: 12949.738281
	Iteration 63Q: 3 clusters Score -8852721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -8852739.000000 Penalty: 12949.738281
	Iteration 64Q: 3 clusters Score -8852739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -8852748.000000 Penalty: 12949.738281
	Iteration 65Q: 3 clusters Score -8852748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -8852748.000000 Penalty: 12949.738281
	Iteration 66Q: 3 clusters Score -8852748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -8852754.000000 Penalty: 12949.738281
	Iteration 67Q: 3 clusters Score -8852754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -8852757.000000 Penalty: 12949.738281
	Iteration 68Q: 3 clusters Score -8852757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -8852762.000000 Penalty: 12949.738281
	Iteration 69Q: 3 clusters Score -8852762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -8852765.000000 Penalty: 12949.738281
	Iteration 70Q: 3 clusters Score -8852765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -8852762.000000 Penalty: 12949.738281
	Iteration 71Q: 3 clusters Score -8852762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -8852761.000000 Penalty: 12949.738281
	Iteration 72Q: 3 clusters Score -8852761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -8852772.000000 Penalty: 12949.738281
	Iteration 73Q: 3 clusters Score -8852772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -8852762.000000 Penalty: 12949.738281
	Iteration 74Q: 3 clusters Score -8852762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -8852765.000000 Penalty: 12949.738281
	Iteration 75Q: 3 clusters Score -8852765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -8852766.000000 Penalty: 12949.738281
	Iteration 76Q: 3 clusters Score -8852766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -8852760.000000 Penalty: 12949.738281
	Iteration 77Q: 3 clusters Score -8852760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -8852756.000000 Penalty: 12949.738281
	Iteration 78Q: 3 clusters Score -8852756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -8852756.000000 Penalty: 12949.738281
	Iteration 79F: 3 clusters Score -8852756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Entering Unmasked Estep 
Score: -11572184.000000 Penalty: 6634.469238
	Iteration 0F: 2 clusters Score -1.157218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -11536162.000000 Penalty: 13268.938477
	Iteration 0F: 3 clusters Score -1.153616e+07 nChanged 22244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -11548136.000000 Penalty: 13268.938477
	Iteration 1F: 3 clusters Score -1.154814e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -11548864.000000 Penalty: 13268.938477
	Iteration 2F: 3 clusters Score -1.154886e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -11549539.000000 Penalty: 13268.938477
	Iteration 3Q: 3 clusters Score -1.154954e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -11550177.000000 Penalty: 13268.938477
	Iteration 4Q: 3 clusters Score -1.155018e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -11550767.000000 Penalty: 13268.938477
	Iteration 5Q: 3 clusters Score -1.155077e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -11551296.000000 Penalty: 13268.938477
	Iteration 6Q: 3 clusters Score -1.15513e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -11551848.000000 Penalty: 13268.938477
	Iteration 7Q: 3 clusters Score -1.155185e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -11552511.000000 Penalty: 13268.938477
	Iteration 8Q: 3 clusters Score -1.155251e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -11553162.000000 Penalty: 13268.938477
	Iteration 9Q: 3 clusters Score -1.155316e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -11553773.000000 Penalty: 13268.938477
	Iteration 10Q: 3 clusters Score -1.155377e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -11554486.000000 Penalty: 13268.938477
	Iteration 11Q: 3 clusters Score -1.155449e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -11555435.000000 Penalty: 13268.938477
	Iteration 12Q: 3 clusters Score -1.155544e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -11556443.000000 Penalty: 13268.938477
	Iteration 13Q: 3 clusters Score -1.155644e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -11557707.000000 Penalty: 13268.938477
	Iteration 14Q: 3 clusters Score -1.155771e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -11559037.000000 Penalty: 13268.938477
	Iteration 15Q: 3 clusters Score -1.155904e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -11560508.000000 Penalty: 13268.938477
	Iteration 16Q: 3 clusters Score -1.156051e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -11561740.000000 Penalty: 13268.938477
	Iteration 17Q: 3 clusters Score -1.156174e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -11562820.000000 Penalty: 13268.938477
	Iteration 18Q: 3 clusters Score -1.156282e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -11563761.000000 Penalty: 13268.938477
	Iteration 19Q: 3 clusters Score -1.156376e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -11564525.000000 Penalty: 13268.938477
	Iteration 20F: 3 clusters Score -1.156452e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -11565091.000000 Penalty: 13268.938477
	Iteration 21Q: 3 clusters Score -1.156509e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -11565398.000000 Penalty: 13268.938477
	Iteration 22Q: 3 clusters Score -1.15654e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -11565709.000000 Penalty: 13268.938477
	Iteration 23Q: 3 clusters Score -1.156571e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -11565855.000000 Penalty: 13268.938477
	Iteration 24Q: 3 clusters Score -1.156586e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -11565970.000000 Penalty: 13268.938477
	Iteration 25Q: 3 clusters Score -1.156597e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -11566074.000000 Penalty: 13268.938477
	Iteration 26Q: 3 clusters Score -1.156607e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -11566169.000000 Penalty: 13268.938477
	Iteration 27Q: 3 clusters Score -1.156617e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -11566209.000000 Penalty: 13268.938477
	Iteration 28Q: 3 clusters Score -1.156621e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -11566253.000000 Penalty: 13268.938477
	Iteration 29Q: 3 clusters Score -1.156625e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -11566310.000000 Penalty: 13268.938477
	Iteration 30Q: 3 clusters Score -1.156631e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -11566320.000000 Penalty: 13268.938477
	Iteration 31Q: 3 clusters Score -1.156632e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -11566342.000000 Penalty: 13268.938477
	Iteration 32Q: 3 clusters Score -1.156634e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -11566371.000000 Penalty: 13268.938477
	Iteration 33Q: 3 clusters Score -1.156637e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -11566402.000000 Penalty: 13268.938477
	Iteration 34Q: 3 clusters Score -1.15664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -11566401.000000 Penalty: 13268.938477
	Iteration 35Q: 3 clusters Score -1.15664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -11566414.000000 Penalty: 13268.938477
	Iteration 36Q: 3 clusters Score -1.156641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11566419.000000 Penalty: 13268.938477
	Iteration 37Q: 3 clusters Score -1.156642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -11566425.000000 Penalty: 13268.938477
	Iteration 38Q: 3 clusters Score -1.156642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11566449.000000 Penalty: 13268.938477
	Iteration 39Q: 3 clusters Score -1.156645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -11566454.000000 Penalty: 13268.938477
	Iteration 40F: 3 clusters Score -1.156645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -11566455.000000 Penalty: 13268.938477
	Iteration 41Q: 3 clusters Score -1.156646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -11566457.000000 Penalty: 13268.938477
	Iteration 42Q: 3 clusters Score -1.156646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -11566460.000000 Penalty: 13268.938477
	Iteration 43Q: 3 clusters Score -1.156646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11566473.000000 Penalty: 13268.938477
	Iteration 44Q: 3 clusters Score -1.156647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -11566471.000000 Penalty: 13268.938477
	Iteration 45Q: 3 clusters Score -1.156647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -11566485.000000 Penalty: 13268.938477
	Iteration 46Q: 3 clusters Score -1.156648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -11566485.000000 Penalty: 13268.938477
	Iteration 47Q: 3 clusters Score -1.156648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -11566487.000000 Penalty: 13268.938477
	Iteration 48Q: 3 clusters Score -1.156649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -11566487.000000 Penalty: 13268.938477
	Iteration 49F: 3 clusters Score -1.156649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Entering Unmasked Estep 
Score: -2236295.500000 Penalty: 5627.833008
	Iteration 0F: 2 clusters Score -2236296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2226198.000000 Penalty: 11255.666016
	Iteration 0F: 3 clusters Score -2226198 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2228294.250000 Penalty: 11255.666016
	Iteration 1F: 3 clusters Score -2228294 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2228702.000000 Penalty: 11255.666016
	Iteration 2F: 3 clusters Score -2228702 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2228914.250000 Penalty: 11255.666016
	Iteration 3Q: 3 clusters Score -2228914 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2229048.250000 Penalty: 11255.666016
	Iteration 4Q: 3 clusters Score -2229048 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2229151.000000 Penalty: 11255.666016
	Iteration 5Q: 3 clusters Score -2229151 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2229223.750000 Penalty: 11255.666016
	Iteration 6Q: 3 clusters Score -2229224 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2229286.000000 Penalty: 11255.666016
	Iteration 7Q: 3 clusters Score -2229286 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2229351.500000 Penalty: 11255.666016
	Iteration 8Q: 3 clusters Score -2229352 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2229397.500000 Penalty: 11255.666016
	Iteration 9Q: 3 clusters Score -2229398 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2229467.250000 Penalty: 11255.666016
	Iteration 10Q: 3 clusters Score -2229467 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2229512.750000 Penalty: 11255.666016
	Iteration 11Q: 3 clusters Score -2229513 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2229576.250000 Penalty: 11255.666016
	Iteration 12Q: 3 clusters Score -2229576 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2229644.500000 Penalty: 11255.666016
	Iteration 13Q: 3 clusters Score -2229644 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2229718.750000 Penalty: 11255.666016
	Iteration 14Q: 3 clusters Score -2229719 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2229793.250000 Penalty: 11255.666016
	Iteration 15Q: 3 clusters Score -2229793 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2229889.250000 Penalty: 11255.666016
	Iteration 16Q: 3 clusters Score -2229889 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2229993.250000 Penalty: 11255.666016
	Iteration 17Q: 3 clusters Score -2229993 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2230089.000000 Penalty: 11255.666016
	Iteration 18Q: 3 clusters Score -2230089 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2230231.750000 Penalty: 11255.666016
	Iteration 19Q: 3 clusters Score -2230232 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2230415.250000 Penalty: 11255.666016
	Iteration 20F: 3 clusters Score -2230415 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2230670.000000 Penalty: 11255.666016
	Iteration 21Q: 3 clusters Score -2230670 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2231122.250000 Penalty: 11255.666016
	Iteration 22Q: 3 clusters Score -2231122 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2231904.750000 Penalty: 11255.666016
	Iteration 23Q: 3 clusters Score -2231905 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2232891.500000 Penalty: 11255.666016
	Iteration 24F: 3 clusters Score -2232892 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2233705.000000 Penalty: 11255.666016
	Iteration 25F: 3 clusters Score -2233705 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2234210.750000 Penalty: 11255.666016
	Iteration 26Q: 3 clusters Score -2234211 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2234458.500000 Penalty: 11255.666016
	Iteration 27Q: 3 clusters Score -2234458 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2234605.500000 Penalty: 11255.666016
	Iteration 28Q: 3 clusters Score -2234606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2234661.000000 Penalty: 11255.666016
	Iteration 29Q: 3 clusters Score -2234661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2234685.750000 Penalty: 11255.666016
	Iteration 30Q: 3 clusters Score -2234686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2234691.750000 Penalty: 11255.666016
	Iteration 31Q: 3 clusters Score -2234692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2234698.250000 Penalty: 11255.666016
	Iteration 32Q: 3 clusters Score -2234698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2234704.750000 Penalty: 11255.666016
	Iteration 33Q: 3 clusters Score -2234705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2234707.000000 Penalty: 11255.666016
	Iteration 34Q: 3 clusters Score -2234707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2234706.000000 Penalty: 11255.666016
	Iteration 35Q: 3 clusters Score -2234706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2234708.500000 Penalty: 11255.666016
	Iteration 36Q: 3 clusters Score -2234708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2234702.750000 Penalty: 11255.666016
	Iteration 37Q: 3 clusters Score -2234703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2234705.250000 Penalty: 11255.666016
	Iteration 38Q: 3 clusters Score -2234705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2234705.250000 Penalty: 11255.666016
	Iteration 39F: 3 clusters Score -2234705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (98677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98677 members 
Entering Unmasked Estep 
Score: -22764856.000000 Penalty: 7043.509277
	Iteration 0F: 2 clusters Score -2.276486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -22697792.000000 Penalty: 14087.018555
	Iteration 0F: 3 clusters Score -2.269779e+07 nChanged 45159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -22723182.000000 Penalty: 14087.018555
	Iteration 1F: 3 clusters Score -2.272318e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50402 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -22724540.000000 Penalty: 14087.018555
	Iteration 2Q: 3 clusters Score -2.272454e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -22725888.000000 Penalty: 14087.018555
	Iteration 3Q: 3 clusters Score -2.272589e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -22727270.000000 Penalty: 14087.018555
	Iteration 4Q: 3 clusters Score -2.272727e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -22728666.000000 Penalty: 14087.018555
	Iteration 5Q: 3 clusters Score -2.272867e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -22730092.000000 Penalty: 14087.018555
	Iteration 6Q: 3 clusters Score -2.273009e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -22731380.000000 Penalty: 14087.018555
	Iteration 7Q: 3 clusters Score -2.273138e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -22733130.000000 Penalty: 14087.018555
	Iteration 8Q: 3 clusters Score -2.273313e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -22734956.000000 Penalty: 14087.018555
	Iteration 9Q: 3 clusters Score -2.273496e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -22736896.000000 Penalty: 14087.018555
	Iteration 10Q: 3 clusters Score -2.27369e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61993 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -22738848.000000 Penalty: 14087.018555
	Iteration 11Q: 3 clusters Score -2.273885e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -22741028.000000 Penalty: 14087.018555
	Iteration 12Q: 3 clusters Score -2.274103e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66675 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -22743208.000000 Penalty: 14087.018555
	Iteration 13Q: 3 clusters Score -2.274321e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -22745026.000000 Penalty: 14087.018555
	Iteration 14Q: 3 clusters Score -2.274503e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -22746424.000000 Penalty: 14087.018555
	Iteration 15Q: 3 clusters Score -2.274642e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -22747480.000000 Penalty: 14087.018555
	Iteration 16Q: 3 clusters Score -2.274748e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74475 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -22748298.000000 Penalty: 14087.018555
	Iteration 17Q: 3 clusters Score -2.27483e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -22749162.000000 Penalty: 14087.018555
	Iteration 18Q: 3 clusters Score -2.274916e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77943 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -22749854.000000 Penalty: 14087.018555
	Iteration 19Q: 3 clusters Score -2.274985e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79654 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -22750542.000000 Penalty: 14087.018555
	Iteration 20F: 3 clusters Score -2.275054e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -22751288.000000 Penalty: 14087.018555
	Iteration 21Q: 3 clusters Score -2.275129e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -22751982.000000 Penalty: 14087.018555
	Iteration 22Q: 3 clusters Score -2.275198e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84588 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -22752764.000000 Penalty: 14087.018555
	Iteration 23Q: 3 clusters Score -2.275276e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -22753478.000000 Penalty: 14087.018555
	Iteration 24Q: 3 clusters Score -2.275348e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87592 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -22754390.000000 Penalty: 14087.018555
	Iteration 25Q: 3 clusters Score -2.275439e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88938 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -22755128.000000 Penalty: 14087.018555
	Iteration 26Q: 3 clusters Score -2.275513e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90121 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -22755748.000000 Penalty: 14087.018555
	Iteration 27Q: 3 clusters Score -2.275575e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91169 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -22756246.000000 Penalty: 14087.018555
	Iteration 28Q: 3 clusters Score -2.275625e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -22756652.000000 Penalty: 14087.018555
	Iteration 29Q: 3 clusters Score -2.275665e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92880 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -22757208.000000 Penalty: 14087.018555
	Iteration 30Q: 3 clusters Score -2.275721e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -22757576.000000 Penalty: 14087.018555
	Iteration 31Q: 3 clusters Score -2.275758e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94062 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -22757892.000000 Penalty: 14087.018555
	Iteration 32Q: 3 clusters Score -2.275789e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94467 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -22758130.000000 Penalty: 14087.018555
	Iteration 33Q: 3 clusters Score -2.275813e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94822 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -22758282.000000 Penalty: 14087.018555
	Iteration 34Q: 3 clusters Score -2.275828e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95107 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -22758438.000000 Penalty: 14087.018555
	Iteration 35Q: 3 clusters Score -2.275844e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95341 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -22758510.000000 Penalty: 14087.018555
	Iteration 36Q: 3 clusters Score -2.275851e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95534 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -22758552.000000 Penalty: 14087.018555
	Iteration 37Q: 3 clusters Score -2.275855e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95705 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -22758636.000000 Penalty: 14087.018555
	Iteration 38Q: 3 clusters Score -2.275864e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95848 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -22758660.000000 Penalty: 14087.018555
	Iteration 39Q: 3 clusters Score -2.275866e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95975 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -22758706.000000 Penalty: 14087.018555
	Iteration 40F: 3 clusters Score -2.275871e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96077 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -22758758.000000 Penalty: 14087.018555
	Iteration 41Q: 3 clusters Score -2.275876e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -22758778.000000 Penalty: 14087.018555
	Iteration 42Q: 3 clusters Score -2.275878e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96238 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -22758800.000000 Penalty: 14087.018555
	Iteration 43Q: 3 clusters Score -2.27588e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96303 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -22758804.000000 Penalty: 14087.018555
	Iteration 44Q: 3 clusters Score -2.27588e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96355 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -22758822.000000 Penalty: 14087.018555
	Iteration 45Q: 3 clusters Score -2.275882e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96400 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -22758842.000000 Penalty: 14087.018555
	Iteration 46Q: 3 clusters Score -2.275884e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96443 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -22758874.000000 Penalty: 14087.018555
	Iteration 47Q: 3 clusters Score -2.275887e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96472 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -22758882.000000 Penalty: 14087.018555
	Iteration 48Q: 3 clusters Score -2.275888e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -22758894.000000 Penalty: 14087.018555
	Iteration 49Q: 3 clusters Score -2.275889e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96543 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -22758900.000000 Penalty: 14087.018555
	Iteration 50Q: 3 clusters Score -2.27589e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96574 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -22758924.000000 Penalty: 14087.018555
	Iteration 51Q: 3 clusters Score -2.275892e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96603 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -22758912.000000 Penalty: 14087.018555
	Iteration 52Q: 3 clusters Score -2.275891e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -22758932.000000 Penalty: 14087.018555
	Iteration 53Q: 3 clusters Score -2.275893e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96646 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -22758954.000000 Penalty: 14087.018555
	Iteration 54Q: 3 clusters Score -2.275895e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96664 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -22758962.000000 Penalty: 14087.018555
	Iteration 55Q: 3 clusters Score -2.275896e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -22758968.000000 Penalty: 14087.018555
	Iteration 56Q: 3 clusters Score -2.275897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -22759010.000000 Penalty: 14087.018555
	Iteration 57Q: 3 clusters Score -2.275901e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -22759002.000000 Penalty: 14087.018555
	Iteration 58Q: 3 clusters Score -2.2759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96740 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -22759024.000000 Penalty: 14087.018555
	Iteration 59Q: 3 clusters Score -2.275902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96747 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -22759048.000000 Penalty: 14087.018555
	Iteration 60F: 3 clusters Score -2.275905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96754 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -22759038.000000 Penalty: 14087.018555
	Iteration 61Q: 3 clusters Score -2.275904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96760 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -22759034.000000 Penalty: 14087.018555
	Iteration 62Q: 3 clusters Score -2.275903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96769 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -22759044.000000 Penalty: 14087.018555
	Iteration 63Q: 3 clusters Score -2.275904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96779 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -22759046.000000 Penalty: 14087.018555
	Iteration 64Q: 3 clusters Score -2.275905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -22759078.000000 Penalty: 14087.018555
	Iteration 65Q: 3 clusters Score -2.275908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96799 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -22759046.000000 Penalty: 14087.018555
	Iteration 66Q: 3 clusters Score -2.275905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96808 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -22759042.000000 Penalty: 14087.018555
	Iteration 67Q: 3 clusters Score -2.275904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -22759028.000000 Penalty: 14087.018555
	Iteration 68Q: 3 clusters Score -2.275903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96821 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -22759034.000000 Penalty: 14087.018555
	Iteration 69Q: 3 clusters Score -2.275903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96828 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -22759026.000000 Penalty: 14087.018555
	Iteration 70Q: 3 clusters Score -2.275903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96833 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -22759050.000000 Penalty: 14087.018555
	Iteration 71Q: 3 clusters Score -2.275905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96840 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -22759054.000000 Penalty: 14087.018555
	Iteration 72Q: 3 clusters Score -2.275905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96849 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -22759046.000000 Penalty: 14087.018555
	Iteration 73Q: 3 clusters Score -2.275905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96855 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -22759040.000000 Penalty: 14087.018555
	Iteration 74Q: 3 clusters Score -2.275904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96858 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -22759042.000000 Penalty: 14087.018555
	Iteration 75Q: 3 clusters Score -2.275904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96859 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -22759058.000000 Penalty: 14087.018555
	Iteration 76Q: 3 clusters Score -2.275906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96862 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -22759084.000000 Penalty: 14087.018555
	Iteration 77Q: 3 clusters Score -2.275908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96864 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -22759078.000000 Penalty: 14087.018555
	Iteration 78Q: 3 clusters Score -2.275908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96866 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -22759078.000000 Penalty: 14087.018555
	Iteration 79Q: 3 clusters Score -2.275908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96872 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -22759064.000000 Penalty: 14087.018555
	Iteration 80F: 3 clusters Score -2.275906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96874 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -22759068.000000 Penalty: 14087.018555
	Iteration 81Q: 3 clusters Score -2.275907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96875 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -22759068.000000 Penalty: 14087.018555
	Iteration 82Q: 3 clusters Score -2.275907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96878 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -22759062.000000 Penalty: 14087.018555
	Iteration 83Q: 3 clusters Score -2.275906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96882 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -22759068.000000 Penalty: 14087.018555
	Iteration 84Q: 3 clusters Score -2.275907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96883 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -22759056.000000 Penalty: 14087.018555
	Iteration 85Q: 3 clusters Score -2.275906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96885 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -22759068.000000 Penalty: 14087.018555
	Iteration 86Q: 3 clusters Score -2.275907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96891 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -22759064.000000 Penalty: 14087.018555
	Iteration 87Q: 3 clusters Score -2.275906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96896 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -22759082.000000 Penalty: 14087.018555
	Iteration 88Q: 3 clusters Score -2.275908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96899 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -22759088.000000 Penalty: 14087.018555
	Iteration 89Q: 3 clusters Score -2.275909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -22759102.000000 Penalty: 14087.018555
	Iteration 90Q: 3 clusters Score -2.27591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96908 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -22759080.000000 Penalty: 14087.018555
	Iteration 91Q: 3 clusters Score -2.275908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96916 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -22759080.000000 Penalty: 14087.018555
	Iteration 92Q: 3 clusters Score -2.275908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96922 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -22759092.000000 Penalty: 14087.018555
	Iteration 93Q: 3 clusters Score -2.275909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96927 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -22759092.000000 Penalty: 14087.018555
	Iteration 94Q: 3 clusters Score -2.275909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96932 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -22759094.000000 Penalty: 14087.018555
	Iteration 95Q: 3 clusters Score -2.275909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96936 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -22759104.000000 Penalty: 14087.018555
	Iteration 96Q: 3 clusters Score -2.27591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96938 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -22759094.000000 Penalty: 14087.018555
	Iteration 97Q: 3 clusters Score -2.275909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96938 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -22759100.000000 Penalty: 14087.018555
	Iteration 98Q: 3 clusters Score -2.27591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96938 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -22759100.000000 Penalty: 14087.018555
	Iteration 99F: 3 clusters Score -2.27591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Entering Unmasked Estep 
Score: -4688838.000000 Penalty: 6084.496094
	Iteration 0F: 2 clusters Score -4688838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -4671834.500000 Penalty: 12168.992188
	Iteration 0F: 3 clusters Score -4671834 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -4676438.500000 Penalty: 12168.992188
	Iteration 1F: 3 clusters Score -4676438 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -4677144.500000 Penalty: 12168.992188
	Iteration 2F: 3 clusters Score -4677144 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -4677622.500000 Penalty: 12168.992188
	Iteration 3F: 3 clusters Score -4677622 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -4678046.000000 Penalty: 12168.992188
	Iteration 4Q: 3 clusters Score -4678046 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -4678387.000000 Penalty: 12168.992188
	Iteration 5Q: 3 clusters Score -4678387 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -4678653.000000 Penalty: 12168.992188
	Iteration 6Q: 3 clusters Score -4678653 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -4678992.500000 Penalty: 12168.992188
	Iteration 7Q: 3 clusters Score -4678992 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -4679301.000000 Penalty: 12168.992188
	Iteration 8Q: 3 clusters Score -4679301 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -4679566.500000 Penalty: 12168.992188
	Iteration 9Q: 3 clusters Score -4679566 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -4679809.500000 Penalty: 12168.992188
	Iteration 10Q: 3 clusters Score -4679810 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -4680066.500000 Penalty: 12168.992188
	Iteration 11Q: 3 clusters Score -4680066 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -4680269.500000 Penalty: 12168.992188
	Iteration 12Q: 3 clusters Score -4680270 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -4680503.500000 Penalty: 12168.992188
	Iteration 13Q: 3 clusters Score -4680504 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -4680756.500000 Penalty: 12168.992188
	Iteration 14Q: 3 clusters Score -4680756 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -4680970.000000 Penalty: 12168.992188
	Iteration 15Q: 3 clusters Score -4680970 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -4681209.000000 Penalty: 12168.992188
	Iteration 16Q: 3 clusters Score -4681209 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -4681415.000000 Penalty: 12168.992188
	Iteration 17Q: 3 clusters Score -4681415 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -4681651.500000 Penalty: 12168.992188
	Iteration 18Q: 3 clusters Score -4681652 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -4681887.000000 Penalty: 12168.992188
	Iteration 19Q: 3 clusters Score -4681887 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -4682098.500000 Penalty: 12168.992188
	Iteration 20F: 3 clusters Score -4682098 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -4682245.500000 Penalty: 12168.992188
	Iteration 21Q: 3 clusters Score -4682246 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -4682437.500000 Penalty: 12168.992188
	Iteration 22Q: 3 clusters Score -4682438 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -4682575.000000 Penalty: 12168.992188
	Iteration 23Q: 3 clusters Score -4682575 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -4682709.000000 Penalty: 12168.992188
	Iteration 24Q: 3 clusters Score -4682709 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -4682815.000000 Penalty: 12168.992188
	Iteration 25Q: 3 clusters Score -4682815 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -4682918.000000 Penalty: 12168.992188
	Iteration 26Q: 3 clusters Score -4682918 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -4683008.500000 Penalty: 12168.992188
	Iteration 27Q: 3 clusters Score -4683008 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -4683055.000000 Penalty: 12168.992188
	Iteration 28Q: 3 clusters Score -4683055 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -4683088.500000 Penalty: 12168.992188
	Iteration 29Q: 3 clusters Score -4683088 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -4683139.000000 Penalty: 12168.992188
	Iteration 30Q: 3 clusters Score -4683139 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -4683170.500000 Penalty: 12168.992188
	Iteration 31Q: 3 clusters Score -4683170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4683209.500000 Penalty: 12168.992188
	Iteration 32Q: 3 clusters Score -4683210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -4683240.000000 Penalty: 12168.992188
	Iteration 33Q: 3 clusters Score -4683240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -4683273.000000 Penalty: 12168.992188
	Iteration 34Q: 3 clusters Score -4683273 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -4683303.500000 Penalty: 12168.992188
	Iteration 35Q: 3 clusters Score -4683304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -4683315.000000 Penalty: 12168.992188
	Iteration 36Q: 3 clusters Score -4683315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4683351.000000 Penalty: 12168.992188
	Iteration 37Q: 3 clusters Score -4683351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -4683358.500000 Penalty: 12168.992188
	Iteration 38Q: 3 clusters Score -4683358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -4683376.500000 Penalty: 12168.992188
	Iteration 39Q: 3 clusters Score -4683376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -4683396.000000 Penalty: 12168.992188
	Iteration 40F: 3 clusters Score -4683396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -4683409.000000 Penalty: 12168.992188
	Iteration 41Q: 3 clusters Score -4683409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -4683413.000000 Penalty: 12168.992188
	Iteration 42Q: 3 clusters Score -4683413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -4683425.000000 Penalty: 12168.992188
	Iteration 43Q: 3 clusters Score -4683425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -4683439.000000 Penalty: 12168.992188
	Iteration 44Q: 3 clusters Score -4683439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -4683447.500000 Penalty: 12168.992188
	Iteration 45Q: 3 clusters Score -4683448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -4683445.500000 Penalty: 12168.992188
	Iteration 46Q: 3 clusters Score -4683446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4683453.000000 Penalty: 12168.992188
	Iteration 47Q: 3 clusters Score -4683453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -4683466.000000 Penalty: 12168.992188
	Iteration 48Q: 3 clusters Score -4683466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -4683481.500000 Penalty: 12168.992188
	Iteration 49Q: 3 clusters Score -4683482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -4683482.500000 Penalty: 12168.992188
	Iteration 50Q: 3 clusters Score -4683482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -4683483.500000 Penalty: 12168.992188
	Iteration 51Q: 3 clusters Score -4683484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -4683484.500000 Penalty: 12168.992188
	Iteration 52Q: 3 clusters Score -4683484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4683490.500000 Penalty: 12168.992188
	Iteration 53Q: 3 clusters Score -4683490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -4683493.000000 Penalty: 12168.992188
	Iteration 54Q: 3 clusters Score -4683493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -4683496.500000 Penalty: 12168.992188
	Iteration 55Q: 3 clusters Score -4683496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -4683503.500000 Penalty: 12168.992188
	Iteration 56Q: 3 clusters Score -4683504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -4683497.500000 Penalty: 12168.992188
	Iteration 57Q: 3 clusters Score -4683498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -4683498.000000 Penalty: 12168.992188
	Iteration 58Q: 3 clusters Score -4683498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4683494.000000 Penalty: 12168.992188
	Iteration 59Q: 3 clusters Score -4683494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -4683501.000000 Penalty: 12168.992188
	Iteration 60F: 3 clusters Score -4683501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4683499.500000 Penalty: 12168.992188
	Iteration 61Q: 3 clusters Score -4683500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -4683501.500000 Penalty: 12168.992188
	Iteration 62Q: 3 clusters Score -4683502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -4683502.500000 Penalty: 12168.992188
	Iteration 63Q: 3 clusters Score -4683502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -4683500.500000 Penalty: 12168.992188
	Iteration 64Q: 3 clusters Score -4683500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -4683499.500000 Penalty: 12168.992188
	Iteration 65Q: 3 clusters Score -4683500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -4683504.500000 Penalty: 12168.992188
	Iteration 66Q: 3 clusters Score -4683504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -4683505.500000 Penalty: 12168.992188
	Iteration 67Q: 3 clusters Score -4683506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -4683505.500000 Penalty: 12168.992188
	Iteration 68F: 3 clusters Score -4683506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Entering Unmasked Estep 
Score: -2580813.000000 Penalty: 5715.920410
	Iteration 0F: 2 clusters Score -2580813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2569921.250000 Penalty: 11431.840820
	Iteration 0F: 3 clusters Score -2569921 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2572540.250000 Penalty: 11431.840820
	Iteration 1F: 3 clusters Score -2572540 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2573107.750000 Penalty: 11431.840820
	Iteration 2F: 3 clusters Score -2573108 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2573465.000000 Penalty: 11431.840820
	Iteration 3F: 3 clusters Score -2573465 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2573755.250000 Penalty: 11431.840820
	Iteration 4Q: 3 clusters Score -2573755 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2574065.750000 Penalty: 11431.840820
	Iteration 5Q: 3 clusters Score -2574066 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2574401.000000 Penalty: 11431.840820
	Iteration 6Q: 3 clusters Score -2574401 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2574869.000000 Penalty: 11431.840820
	Iteration 7Q: 3 clusters Score -2574869 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2575434.000000 Penalty: 11431.840820
	Iteration 8Q: 3 clusters Score -2575434 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2575951.500000 Penalty: 11431.840820
	Iteration 9F: 3 clusters Score -2575952 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2576477.750000 Penalty: 11431.840820
	Iteration 10F: 3 clusters Score -2576478 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2577018.500000 Penalty: 11431.840820
	Iteration 11F: 3 clusters Score -2577018 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2577590.000000 Penalty: 11431.840820
	Iteration 12Q: 3 clusters Score -2577590 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2578172.000000 Penalty: 11431.840820
	Iteration 13Q: 3 clusters Score -2578172 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2578644.000000 Penalty: 11431.840820
	Iteration 14Q: 3 clusters Score -2578644 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2578995.250000 Penalty: 11431.840820
	Iteration 15Q: 3 clusters Score -2578995 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2579260.000000 Penalty: 11431.840820
	Iteration 16Q: 3 clusters Score -2579260 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2579442.500000 Penalty: 11431.840820
	Iteration 17Q: 3 clusters Score -2579442 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2579563.500000 Penalty: 11431.840820
	Iteration 18Q: 3 clusters Score -2579564 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2579632.000000 Penalty: 11431.840820
	Iteration 19Q: 3 clusters Score -2579632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2579680.750000 Penalty: 11431.840820
	Iteration 20F: 3 clusters Score -2579681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2579698.750000 Penalty: 11431.840820
	Iteration 21Q: 3 clusters Score -2579699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2579723.000000 Penalty: 11431.840820
	Iteration 22Q: 3 clusters Score -2579723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2579725.000000 Penalty: 11431.840820
	Iteration 23Q: 3 clusters Score -2579725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2579740.750000 Penalty: 11431.840820
	Iteration 24Q: 3 clusters Score -2579741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2579739.750000 Penalty: 11431.840820
	Iteration 25Q: 3 clusters Score -2579740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2579749.500000 Penalty: 11431.840820
	Iteration 26Q: 3 clusters Score -2579750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2579754.000000 Penalty: 11431.840820
	Iteration 27Q: 3 clusters Score -2579754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2579755.500000 Penalty: 11431.840820
	Iteration 28Q: 3 clusters Score -2579756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2579758.500000 Penalty: 11431.840820
	Iteration 29Q: 3 clusters Score -2579758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2579762.000000 Penalty: 11431.840820
	Iteration 30Q: 3 clusters Score -2579762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2579762.500000 Penalty: 11431.840820
	Iteration 31Q: 3 clusters Score -2579762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2579762.500000 Penalty: 11431.840820
	Iteration 32F: 3 clusters Score -2579762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Entering Unmasked Estep 
Score: -612745.125000 Penalty: 4844.787109
	Iteration 0F: 2 clusters Score -612745.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -607166.812500 Penalty: 9689.574219
	Iteration 0F: 3 clusters Score -607166.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -607883.937500 Penalty: 9689.574219
	Iteration 1F: 3 clusters Score -607883.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -608149.500000 Penalty: 9689.574219
	Iteration 2F: 3 clusters Score -608149.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -608346.687500 Penalty: 9689.574219
	Iteration 3Q: 3 clusters Score -608346.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -608514.562500 Penalty: 9689.574219
	Iteration 4Q: 3 clusters Score -608514.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -608710.500000 Penalty: 9689.574219
	Iteration 5Q: 3 clusters Score -608710.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -608948.375000 Penalty: 9689.574219
	Iteration 6Q: 3 clusters Score -608948.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -609218.875000 Penalty: 9689.574219
	Iteration 7Q: 3 clusters Score -609218.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -609588.500000 Penalty: 9689.574219
	Iteration 8Q: 3 clusters Score -609588.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -609994.812500 Penalty: 9689.574219
	Iteration 9Q: 3 clusters Score -609994.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -610291.937500 Penalty: 9689.574219
	Iteration 10Q: 3 clusters Score -610291.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -610464.500000 Penalty: 9689.574219
	Iteration 11Q: 3 clusters Score -610464.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -610591.687500 Penalty: 9689.574219
	Iteration 12Q: 3 clusters Score -610591.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -610669.875000 Penalty: 9689.574219
	Iteration 13Q: 3 clusters Score -610669.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -610726.937500 Penalty: 9689.574219
	Iteration 14Q: 3 clusters Score -610726.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -610770.500000 Penalty: 9689.574219
	Iteration 15Q: 3 clusters Score -610770.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -610808.750000 Penalty: 9689.574219
	Iteration 16Q: 3 clusters Score -610808.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -610848.062500 Penalty: 9689.574219
	Iteration 17Q: 3 clusters Score -610848.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -610868.312500 Penalty: 9689.574219
	Iteration 18Q: 3 clusters Score -610868.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -610886.125000 Penalty: 9689.574219
	Iteration 19Q: 3 clusters Score -610886.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -610905.437500 Penalty: 9689.574219
	Iteration 20F: 3 clusters Score -610905.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -610918.500000 Penalty: 9689.574219
	Iteration 21Q: 3 clusters Score -610918.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -610931.000000 Penalty: 9689.574219
	Iteration 22Q: 3 clusters Score -610931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -610934.500000 Penalty: 9689.574219
	Iteration 23Q: 3 clusters Score -610934.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -610943.312500 Penalty: 9689.574219
	Iteration 24Q: 3 clusters Score -610943.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -610954.250000 Penalty: 9689.574219
	Iteration 25Q: 3 clusters Score -610954.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -610965.250000 Penalty: 9689.574219
	Iteration 26Q: 3 clusters Score -610965.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -610974.875000 Penalty: 9689.574219
	Iteration 27Q: 3 clusters Score -610974.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -610991.562500 Penalty: 9689.574219
	Iteration 28Q: 3 clusters Score -610991.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -611001.250000 Penalty: 9689.574219
	Iteration 29Q: 3 clusters Score -611001.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -611008.937500 Penalty: 9689.574219
	Iteration 30Q: 3 clusters Score -611008.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -611024.000000 Penalty: 9689.574219
	Iteration 31Q: 3 clusters Score -611024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -611034.562500 Penalty: 9689.574219
	Iteration 32Q: 3 clusters Score -611034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -611040.500000 Penalty: 9689.574219
	Iteration 33Q: 3 clusters Score -611040.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -611044.125000 Penalty: 9689.574219
	Iteration 34Q: 3 clusters Score -611044.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -611045.437500 Penalty: 9689.574219
	Iteration 35Q: 3 clusters Score -611045.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -611048.625000 Penalty: 9689.574219
	Iteration 36Q: 3 clusters Score -611048.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -611051.312500 Penalty: 9689.574219
	Iteration 37Q: 3 clusters Score -611051.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -611054.125000 Penalty: 9689.574219
	Iteration 38Q: 3 clusters Score -611054.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -611054.125000 Penalty: 9689.574219
	Iteration 39F: 3 clusters Score -611054.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -190518.203125 Penalty: 4172.561523
	Iteration 0F: 2 clusters Score -190518.2 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 435 members 
Entering Unmasked Estep 
Score: -186605.093750 Penalty: 8345.123047
	Iteration 0F: 3 clusters Score -186605.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -186994.750000 Penalty: 8345.123047
	Iteration 1F: 3 clusters Score -186994.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -187100.625000 Penalty: 8345.123047
	Iteration 2Q: 3 clusters Score -187100.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -187147.421875 Penalty: 8345.123047
	Iteration 3Q: 3 clusters Score -187147.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -187167.875000 Penalty: 8345.123047
	Iteration 4Q: 3 clusters Score -187167.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -187195.046875 Penalty: 8345.123047
	Iteration 5Q: 3 clusters Score -187195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -187218.750000 Penalty: 8345.123047
	Iteration 6Q: 3 clusters Score -187218.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -187222.921875 Penalty: 8345.123047
	Iteration 7Q: 3 clusters Score -187222.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -187226.437500 Penalty: 8345.123047
	Iteration 8Q: 3 clusters Score -187226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -187231.671875 Penalty: 8345.123047
	Iteration 9Q: 3 clusters Score -187231.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -187236.046875 Penalty: 8345.123047
	Iteration 10Q: 3 clusters Score -187236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -187238.078125 Penalty: 8345.123047
	Iteration 11Q: 3 clusters Score -187238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -187240.843750 Penalty: 8345.123047
	Iteration 12Q: 3 clusters Score -187240.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -187240.843750 Penalty: 8345.123047
	Iteration 13F: 3 clusters Score -187240.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Entering Unmasked Estep 
Score: -1228935.750000 Penalty: 5273.374023
	Iteration 0F: 2 clusters Score -1228936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1221538.500000 Penalty: 10546.748047
	Iteration 0F: 3 clusters Score -1221538 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1222818.000000 Penalty: 10546.748047
	Iteration 1F: 3 clusters Score -1222818 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1223165.750000 Penalty: 10546.748047
	Iteration 2F: 3 clusters Score -1223166 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1223343.875000 Penalty: 10546.748047
	Iteration 3Q: 3 clusters Score -1223344 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1223462.750000 Penalty: 10546.748047
	Iteration 4Q: 3 clusters Score -1223463 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1223568.500000 Penalty: 10546.748047
	Iteration 5Q: 3 clusters Score -1223568 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1223665.375000 Penalty: 10546.748047
	Iteration 6Q: 3 clusters Score -1223665 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1223740.375000 Penalty: 10546.748047
	Iteration 7Q: 3 clusters Score -1223740 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1223818.125000 Penalty: 10546.748047
	Iteration 8Q: 3 clusters Score -1223818 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1223901.750000 Penalty: 10546.748047
	Iteration 9Q: 3 clusters Score -1223902 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1224020.375000 Penalty: 10546.748047
	Iteration 10Q: 3 clusters Score -1224020 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1224122.500000 Penalty: 10546.748047
	Iteration 11Q: 3 clusters Score -1224122 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1224189.375000 Penalty: 10546.748047
	Iteration 12Q: 3 clusters Score -1224189 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1224236.375000 Penalty: 10546.748047
	Iteration 13Q: 3 clusters Score -1224236 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1224271.750000 Penalty: 10546.748047
	Iteration 14Q: 3 clusters Score -1224272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1224301.375000 Penalty: 10546.748047
	Iteration 15Q: 3 clusters Score -1224301 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1224332.500000 Penalty: 10546.748047
	Iteration 16Q: 3 clusters Score -1224332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1224362.750000 Penalty: 10546.748047
	Iteration 17Q: 3 clusters Score -1224363 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1224409.375000 Penalty: 10546.748047
	Iteration 18Q: 3 clusters Score -1224409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1224444.625000 Penalty: 10546.748047
	Iteration 19Q: 3 clusters Score -1224445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1224482.250000 Penalty: 10546.748047
	Iteration 20F: 3 clusters Score -1224482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1224511.250000 Penalty: 10546.748047
	Iteration 21Q: 3 clusters Score -1224511 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1224543.875000 Penalty: 10546.748047
	Iteration 22Q: 3 clusters Score -1224544 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1224584.125000 Penalty: 10546.748047
	Iteration 23Q: 3 clusters Score -1224584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1224611.500000 Penalty: 10546.748047
	Iteration 24Q: 3 clusters Score -1224612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1224648.250000 Penalty: 10546.748047
	Iteration 25Q: 3 clusters Score -1224648 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1224685.875000 Penalty: 10546.748047
	Iteration 26Q: 3 clusters Score -1224686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1224720.750000 Penalty: 10546.748047
	Iteration 27Q: 3 clusters Score -1224721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1224756.750000 Penalty: 10546.748047
	Iteration 28Q: 3 clusters Score -1224757 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1224807.375000 Penalty: 10546.748047
	Iteration 29Q: 3 clusters Score -1224807 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1224848.375000 Penalty: 10546.748047
	Iteration 30Q: 3 clusters Score -1224848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1224890.375000 Penalty: 10546.748047
	Iteration 31Q: 3 clusters Score -1224890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1224931.625000 Penalty: 10546.748047
	Iteration 32Q: 3 clusters Score -1224932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1224952.750000 Penalty: 10546.748047
	Iteration 33Q: 3 clusters Score -1224953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1224977.875000 Penalty: 10546.748047
	Iteration 34Q: 3 clusters Score -1224978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1224992.125000 Penalty: 10546.748047
	Iteration 35Q: 3 clusters Score -1224992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1225005.000000 Penalty: 10546.748047
	Iteration 36Q: 3 clusters Score -1225005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1225010.875000 Penalty: 10546.748047
	Iteration 37Q: 3 clusters Score -1225011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1225018.000000 Penalty: 10546.748047
	Iteration 38Q: 3 clusters Score -1225018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1225021.625000 Penalty: 10546.748047
	Iteration 39Q: 3 clusters Score -1225022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1225023.875000 Penalty: 10546.748047
	Iteration 40F: 3 clusters Score -1225024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1225025.000000 Penalty: 10546.748047
	Iteration 41Q: 3 clusters Score -1225025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1225025.625000 Penalty: 10546.748047
	Iteration 42Q: 3 clusters Score -1225026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1225028.750000 Penalty: 10546.748047
	Iteration 43Q: 3 clusters Score -1225029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1225030.500000 Penalty: 10546.748047
	Iteration 44Q: 3 clusters Score -1225030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1225033.375000 Penalty: 10546.748047
	Iteration 45Q: 3 clusters Score -1225033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1225041.250000 Penalty: 10546.748047
	Iteration 46Q: 3 clusters Score -1225041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1225049.125000 Penalty: 10546.748047
	Iteration 47Q: 3 clusters Score -1225049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1225053.500000 Penalty: 10546.748047
	Iteration 48Q: 3 clusters Score -1225054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1225059.250000 Penalty: 10546.748047
	Iteration 49Q: 3 clusters Score -1225059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1225065.000000 Penalty: 10546.748047
	Iteration 50Q: 3 clusters Score -1225065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1225064.375000 Penalty: 10546.748047
	Iteration 51Q: 3 clusters Score -1225064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1225071.000000 Penalty: 10546.748047
	Iteration 52Q: 3 clusters Score -1225071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1225074.250000 Penalty: 10546.748047
	Iteration 53Q: 3 clusters Score -1225074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1225075.875000 Penalty: 10546.748047
	Iteration 54Q: 3 clusters Score -1225076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1225080.250000 Penalty: 10546.748047
	Iteration 55Q: 3 clusters Score -1225080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1225082.875000 Penalty: 10546.748047
	Iteration 56Q: 3 clusters Score -1225083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1225080.625000 Penalty: 10546.748047
	Iteration 57Q: 3 clusters Score -1225081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1225086.875000 Penalty: 10546.748047
	Iteration 58Q: 3 clusters Score -1225087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1225089.875000 Penalty: 10546.748047
	Iteration 59Q: 3 clusters Score -1225090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1225093.625000 Penalty: 10546.748047
	Iteration 60F: 3 clusters Score -1225094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1225098.625000 Penalty: 10546.748047
	Iteration 61Q: 3 clusters Score -1225099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1225103.125000 Penalty: 10546.748047
	Iteration 62Q: 3 clusters Score -1225103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1225104.000000 Penalty: 10546.748047
	Iteration 63Q: 3 clusters Score -1225104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1225105.125000 Penalty: 10546.748047
	Iteration 64Q: 3 clusters Score -1225105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1225107.000000 Penalty: 10546.748047
	Iteration 65Q: 3 clusters Score -1225107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1225106.875000 Penalty: 10546.748047
	Iteration 66Q: 3 clusters Score -1225107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1225106.875000 Penalty: 10546.748047
	Iteration 67F: 3 clusters Score -1225107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Entering Unmasked Estep 
Score: -3055014.750000 Penalty: 5819.541504
	Iteration 0F: 2 clusters Score -3055015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3042645.000000 Penalty: 11639.083008
	Iteration 0F: 3 clusters Score -3042645 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -3045465.000000 Penalty: 11639.083008
	Iteration 1F: 3 clusters Score -3045465 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3045990.000000 Penalty: 11639.083008
	Iteration 2F: 3 clusters Score -3045990 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -3046370.250000 Penalty: 11639.083008
	Iteration 3F: 3 clusters Score -3046370 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -3046703.500000 Penalty: 11639.083008
	Iteration 4Q: 3 clusters Score -3046704 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -3047012.250000 Penalty: 11639.083008
	Iteration 5Q: 3 clusters Score -3047012 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -3047316.000000 Penalty: 11639.083008
	Iteration 6Q: 3 clusters Score -3047316 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -3047636.000000 Penalty: 11639.083008
	Iteration 7Q: 3 clusters Score -3047636 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -3047972.500000 Penalty: 11639.083008
	Iteration 8Q: 3 clusters Score -3047972 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -3048300.500000 Penalty: 11639.083008
	Iteration 9Q: 3 clusters Score -3048300 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3048600.000000 Penalty: 11639.083008
	Iteration 10Q: 3 clusters Score -3048600 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -3048902.500000 Penalty: 11639.083008
	Iteration 11Q: 3 clusters Score -3048902 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3049122.750000 Penalty: 11639.083008
	Iteration 12Q: 3 clusters Score -3049123 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3049317.750000 Penalty: 11639.083008
	Iteration 13Q: 3 clusters Score -3049318 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3049472.250000 Penalty: 11639.083008
	Iteration 14Q: 3 clusters Score -3049472 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3049603.250000 Penalty: 11639.083008
	Iteration 15Q: 3 clusters Score -3049603 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3049710.750000 Penalty: 11639.083008
	Iteration 16Q: 3 clusters Score -3049711 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3049792.000000 Penalty: 11639.083008
	Iteration 17Q: 3 clusters Score -3049792 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -3049851.500000 Penalty: 11639.083008
	Iteration 18Q: 3 clusters Score -3049852 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3049907.000000 Penalty: 11639.083008
	Iteration 19Q: 3 clusters Score -3049907 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3049941.500000 Penalty: 11639.083008
	Iteration 20F: 3 clusters Score -3049942 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -3049983.000000 Penalty: 11639.083008
	Iteration 21Q: 3 clusters Score -3049983 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3050013.750000 Penalty: 11639.083008
	Iteration 22Q: 3 clusters Score -3050014 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3050039.000000 Penalty: 11639.083008
	Iteration 23Q: 3 clusters Score -3050039 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3050054.750000 Penalty: 11639.083008
	Iteration 24Q: 3 clusters Score -3050055 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3050082.500000 Penalty: 11639.083008
	Iteration 25Q: 3 clusters Score -3050082 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -3050114.250000 Penalty: 11639.083008
	Iteration 26Q: 3 clusters Score -3050114 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3050156.250000 Penalty: 11639.083008
	Iteration 27Q: 3 clusters Score -3050156 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3050171.750000 Penalty: 11639.083008
	Iteration 28Q: 3 clusters Score -3050172 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -3050205.500000 Penalty: 11639.083008
	Iteration 29Q: 3 clusters Score -3050206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -3050222.000000 Penalty: 11639.083008
	Iteration 30Q: 3 clusters Score -3050222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3050241.500000 Penalty: 11639.083008
	Iteration 31Q: 3 clusters Score -3050242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3050259.250000 Penalty: 11639.083008
	Iteration 32Q: 3 clusters Score -3050259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -3050279.500000 Penalty: 11639.083008
	Iteration 33Q: 3 clusters Score -3050280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -3050279.750000 Penalty: 11639.083008
	Iteration 34Q: 3 clusters Score -3050280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3050289.250000 Penalty: 11639.083008
	Iteration 35Q: 3 clusters Score -3050289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3050311.000000 Penalty: 11639.083008
	Iteration 36Q: 3 clusters Score -3050311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -3050315.750000 Penalty: 11639.083008
	Iteration 37Q: 3 clusters Score -3050316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -3050327.250000 Penalty: 11639.083008
	Iteration 38Q: 3 clusters Score -3050327 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3050334.500000 Penalty: 11639.083008
	Iteration 39Q: 3 clusters Score -3050334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3050363.750000 Penalty: 11639.083008
	Iteration 40F: 3 clusters Score -3050364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -3050358.750000 Penalty: 11639.083008
	Iteration 41Q: 3 clusters Score -3050359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3050363.250000 Penalty: 11639.083008
	Iteration 42Q: 3 clusters Score -3050363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3050368.000000 Penalty: 11639.083008
	Iteration 43Q: 3 clusters Score -3050368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -3050369.500000 Penalty: 11639.083008
	Iteration 44Q: 3 clusters Score -3050370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -3050375.000000 Penalty: 11639.083008
	Iteration 45Q: 3 clusters Score -3050375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -3050378.500000 Penalty: 11639.083008
	Iteration 46Q: 3 clusters Score -3050378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -3050378.500000 Penalty: 11639.083008
	Iteration 47Q: 3 clusters Score -3050378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -3050385.750000 Penalty: 11639.083008
	Iteration 48Q: 3 clusters Score -3050386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -3050384.500000 Penalty: 11639.083008
	Iteration 49Q: 3 clusters Score -3050384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -3050394.250000 Penalty: 11639.083008
	Iteration 50Q: 3 clusters Score -3050394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -3050390.250000 Penalty: 11639.083008
	Iteration 51Q: 3 clusters Score -3050390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3050397.750000 Penalty: 11639.083008
	Iteration 52Q: 3 clusters Score -3050398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -3050404.500000 Penalty: 11639.083008
	Iteration 53Q: 3 clusters Score -3050404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3050407.750000 Penalty: 11639.083008
	Iteration 54Q: 3 clusters Score -3050408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3050408.750000 Penalty: 11639.083008
	Iteration 55Q: 3 clusters Score -3050409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3050413.750000 Penalty: 11639.083008
	Iteration 56Q: 3 clusters Score -3050414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -3050418.250000 Penalty: 11639.083008
	Iteration 57Q: 3 clusters Score -3050418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -3050421.250000 Penalty: 11639.083008
	Iteration 58Q: 3 clusters Score -3050421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -3050418.750000 Penalty: 11639.083008
	Iteration 59Q: 3 clusters Score -3050419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3050416.750000 Penalty: 11639.083008
	Iteration 60F: 3 clusters Score -3050417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -3050425.000000 Penalty: 11639.083008
	Iteration 61Q: 3 clusters Score -3050425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -3050423.750000 Penalty: 11639.083008
	Iteration 62Q: 3 clusters Score -3050424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -3050421.750000 Penalty: 11639.083008
	Iteration 63Q: 3 clusters Score -3050422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -3050424.500000 Penalty: 11639.083008
	Iteration 64Q: 3 clusters Score -3050424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3050428.000000 Penalty: 11639.083008
	Iteration 65Q: 3 clusters Score -3050428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -3050428.750000 Penalty: 11639.083008
	Iteration 66Q: 3 clusters Score -3050429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3050427.500000 Penalty: 11639.083008
	Iteration 67Q: 3 clusters Score -3050428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3050427.500000 Penalty: 11639.083008
	Iteration 68F: 3 clusters Score -3050428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Entering Unmasked Estep 
Score: -7275372.500000 Penalty: 6362.769531
	Iteration 0F: 2 clusters Score -7275372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -7250983.500000 Penalty: 12725.539062
	Iteration 0F: 3 clusters Score -7250984 nChanged 13750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -7258142.500000 Penalty: 12725.539062
	Iteration 1F: 3 clusters Score -7258142 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -7258834.500000 Penalty: 12725.539062
	Iteration 2F: 3 clusters Score -7258834 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -7259374.000000 Penalty: 12725.539062
	Iteration 3Q: 3 clusters Score -7259374 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -7259800.000000 Penalty: 12725.539062
	Iteration 4Q: 3 clusters Score -7259800 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -7260254.000000 Penalty: 12725.539062
	Iteration 5Q: 3 clusters Score -7260254 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -7260811.000000 Penalty: 12725.539062
	Iteration 6Q: 3 clusters Score -7260811 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -7261484.000000 Penalty: 12725.539062
	Iteration 7Q: 3 clusters Score -7261484 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -7262250.000000 Penalty: 12725.539062
	Iteration 8Q: 3 clusters Score -7262250 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -7263193.000000 Penalty: 12725.539062
	Iteration 9Q: 3 clusters Score -7263193 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -7264218.500000 Penalty: 12725.539062
	Iteration 10F: 3 clusters Score -7264218 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -7265369.500000 Penalty: 12725.539062
	Iteration 11F: 3 clusters Score -7265370 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -7266550.500000 Penalty: 12725.539062
	Iteration 12F: 3 clusters Score -7266550 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -7267541.500000 Penalty: 12725.539062
	Iteration 13Q: 3 clusters Score -7267542 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -7268292.000000 Penalty: 12725.539062
	Iteration 14Q: 3 clusters Score -7268292 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -7268805.000000 Penalty: 12725.539062
	Iteration 15Q: 3 clusters Score -7268805 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -7269212.000000 Penalty: 12725.539062
	Iteration 16Q: 3 clusters Score -7269212 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -7269623.000000 Penalty: 12725.539062
	Iteration 17Q: 3 clusters Score -7269623 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -7270154.000000 Penalty: 12725.539062
	Iteration 18Q: 3 clusters Score -7270154 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -7270635.500000 Penalty: 12725.539062
	Iteration 19Q: 3 clusters Score -7270636 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -7270791.000000 Penalty: 12725.539062
	Iteration 20F: 3 clusters Score -7270791 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -7270864.500000 Penalty: 12725.539062
	Iteration 21Q: 3 clusters Score -7270864 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -7270893.000000 Penalty: 12725.539062
	Iteration 22Q: 3 clusters Score -7270893 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7270912.500000 Penalty: 12725.539062
	Iteration 23Q: 3 clusters Score -7270912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7270928.000000 Penalty: 12725.539062
	Iteration 24Q: 3 clusters Score -7270928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -7270937.000000 Penalty: 12725.539062
	Iteration 25Q: 3 clusters Score -7270937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -7270943.000000 Penalty: 12725.539062
	Iteration 26Q: 3 clusters Score -7270943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7270949.500000 Penalty: 12725.539062
	Iteration 27Q: 3 clusters Score -7270950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -7270952.500000 Penalty: 12725.539062
	Iteration 28Q: 3 clusters Score -7270952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -7270961.000000 Penalty: 12725.539062
	Iteration 29Q: 3 clusters Score -7270961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7270958.500000 Penalty: 12725.539062
	Iteration 30Q: 3 clusters Score -7270958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7270952.000000 Penalty: 12725.539062
	Iteration 31Q: 3 clusters Score -7270952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -7270955.000000 Penalty: 12725.539062
	Iteration 32Q: 3 clusters Score -7270955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7270958.500000 Penalty: 12725.539062
	Iteration 33Q: 3 clusters Score -7270958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7270958.500000 Penalty: 12725.539062
	Iteration 34F: 3 clusters Score -7270958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Entering Unmasked Estep 
Score: -4482522.500000 Penalty: 6060.904297
	Iteration 0F: 2 clusters Score -4482522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -4466230.500000 Penalty: 12121.808594
	Iteration 0F: 3 clusters Score -4466230 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -4470538.000000 Penalty: 12121.808594
	Iteration 1F: 3 clusters Score -4470538 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -4471167.000000 Penalty: 12121.808594
	Iteration 2F: 3 clusters Score -4471167 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -4471643.000000 Penalty: 12121.808594
	Iteration 3Q: 3 clusters Score -4471643 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -4472147.000000 Penalty: 12121.808594
	Iteration 4Q: 3 clusters Score -4472147 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -4472690.000000 Penalty: 12121.808594
	Iteration 5Q: 3 clusters Score -4472690 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -4473343.000000 Penalty: 12121.808594
	Iteration 6Q: 3 clusters Score -4473343 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -4474043.500000 Penalty: 12121.808594
	Iteration 7Q: 3 clusters Score -4474044 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -4474827.500000 Penalty: 12121.808594
	Iteration 8F: 3 clusters Score -4474828 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -4475593.500000 Penalty: 12121.808594
	Iteration 9Q: 3 clusters Score -4475594 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -4476326.000000 Penalty: 12121.808594
	Iteration 10Q: 3 clusters Score -4476326 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -4476916.000000 Penalty: 12121.808594
	Iteration 11Q: 3 clusters Score -4476916 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -4477345.500000 Penalty: 12121.808594
	Iteration 12Q: 3 clusters Score -4477346 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -4477591.500000 Penalty: 12121.808594
	Iteration 13Q: 3 clusters Score -4477592 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -4477781.000000 Penalty: 12121.808594
	Iteration 14Q: 3 clusters Score -4477781 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -4477938.000000 Penalty: 12121.808594
	Iteration 15Q: 3 clusters Score -4477938 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -4478031.500000 Penalty: 12121.808594
	Iteration 16Q: 3 clusters Score -4478032 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -4478114.500000 Penalty: 12121.808594
	Iteration 17Q: 3 clusters Score -4478114 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -4478151.500000 Penalty: 12121.808594
	Iteration 18Q: 3 clusters Score -4478152 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -4478188.000000 Penalty: 12121.808594
	Iteration 19Q: 3 clusters Score -4478188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -4478212.000000 Penalty: 12121.808594
	Iteration 20F: 3 clusters Score -4478212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -4478238.000000 Penalty: 12121.808594
	Iteration 21Q: 3 clusters Score -4478238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -4478268.000000 Penalty: 12121.808594
	Iteration 22Q: 3 clusters Score -4478268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -4478267.500000 Penalty: 12121.808594
	Iteration 23Q: 3 clusters Score -4478268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -4478274.000000 Penalty: 12121.808594
	Iteration 24Q: 3 clusters Score -4478274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -4478277.000000 Penalty: 12121.808594
	Iteration 25Q: 3 clusters Score -4478277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -4478282.000000 Penalty: 12121.808594
	Iteration 26Q: 3 clusters Score -4478282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -4478289.500000 Penalty: 12121.808594
	Iteration 27Q: 3 clusters Score -4478290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -4478292.000000 Penalty: 12121.808594
	Iteration 28Q: 3 clusters Score -4478292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -4478294.500000 Penalty: 12121.808594
	Iteration 29Q: 3 clusters Score -4478294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -4478303.000000 Penalty: 12121.808594
	Iteration 30Q: 3 clusters Score -4478303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -4478302.500000 Penalty: 12121.808594
	Iteration 31Q: 3 clusters Score -4478302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -4478303.000000 Penalty: 12121.808594
	Iteration 32Q: 3 clusters Score -4478303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -4478314.500000 Penalty: 12121.808594
	Iteration 33Q: 3 clusters Score -4478314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -4478312.000000 Penalty: 12121.808594
	Iteration 34Q: 3 clusters Score -4478312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -4478309.000000 Penalty: 12121.808594
	Iteration 35Q: 3 clusters Score -4478309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -4478311.500000 Penalty: 12121.808594
	Iteration 36Q: 3 clusters Score -4478312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -4478314.500000 Penalty: 12121.808594
	Iteration 37Q: 3 clusters Score -4478314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -4478314.500000 Penalty: 12121.808594
	Iteration 38F: 3 clusters Score -4478314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -151962.078125 Penalty: 4049.875000
	Iteration 0F: 2 clusters Score -151962.1 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 365 members 
Entering Unmasked Estep 
Score: -148269.953125 Penalty: 8099.750000
	Iteration 0F: 3 clusters Score -148270 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -148657.093750 Penalty: 8099.750000
	Iteration 1F: 3 clusters Score -148657.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -148954.406250 Penalty: 8099.750000
	Iteration 2F: 3 clusters Score -148954.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -149370.484375 Penalty: 8099.750000
	Iteration 3Q: 3 clusters Score -149370.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -149751.640625 Penalty: 8099.750000
	Iteration 4Q: 3 clusters Score -149751.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -149940.250000 Penalty: 8099.750000
	Iteration 5Q: 3 clusters Score -149940.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -150082.156250 Penalty: 8099.750000
	Iteration 6Q: 3 clusters Score -150082.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150192.828125 Penalty: 8099.750000
	Iteration 7Q: 3 clusters Score -150192.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -150233.640625 Penalty: 8099.750000
	Iteration 8Q: 3 clusters Score -150233.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -150264.125000 Penalty: 8099.750000
	Iteration 9Q: 3 clusters Score -150264.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -150283.937500 Penalty: 8099.750000
	Iteration 10Q: 3 clusters Score -150283.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -150293.625000 Penalty: 8099.750000
	Iteration 11Q: 3 clusters Score -150293.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -150294.734375 Penalty: 8099.750000
	Iteration 12F: 3 clusters Score -150294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -150302.578125 Penalty: 8099.750000
	Iteration 13Q: 3 clusters Score -150302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -150316.125000 Penalty: 8099.750000
	Iteration 14Q: 3 clusters Score -150316.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -150340.046875 Penalty: 8099.750000
	Iteration 15Q: 3 clusters Score -150340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -150372.750000 Penalty: 8099.750000
	Iteration 16Q: 3 clusters Score -150372.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -150386.109375 Penalty: 8099.750000
	Iteration 17Q: 3 clusters Score -150386.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -150397.875000 Penalty: 8099.750000
	Iteration 18Q: 3 clusters Score -150397.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -150397.875000 Penalty: 8099.750000
	Iteration 19F: 3 clusters Score -150397.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -74053.031250 Penalty: 3787.791016
	Iteration 0F: 2 clusters Score -74053.03 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 267 members 
Entering Unmasked Estep 
Score: -70960.281250 Penalty: 7575.582031
	Iteration 0F: 3 clusters Score -70960.28 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71238.765625 Penalty: 7575.582031
	Iteration 1F: 3 clusters Score -71238.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -71327.210938 Penalty: 7575.582031
	Iteration 2Q: 3 clusters Score -71327.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -71422.218750 Penalty: 7575.582031
	Iteration 3Q: 3 clusters Score -71422.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71446.007812 Penalty: 7575.582031
	Iteration 4Q: 3 clusters Score -71446.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71478.351562 Penalty: 7575.582031
	Iteration 5Q: 3 clusters Score -71478.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71488.132812 Penalty: 7575.582031
	Iteration 6Q: 3 clusters Score -71488.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -71495.460938 Penalty: 7575.582031
	Iteration 7Q: 3 clusters Score -71495.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71502.429688 Penalty: 7575.582031
	Iteration 8Q: 3 clusters Score -71502.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71502.429688 Penalty: 7575.582031
	Iteration 9F: 3 clusters Score -71502.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Entering Unmasked Estep 
Score: -1008161.500000 Penalty: 5169.956055
	Iteration 0F: 2 clusters Score -1008162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1001293.625000 Penalty: 10339.912109
	Iteration 0F: 3 clusters Score -1001294 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1002411.875000 Penalty: 10339.912109
	Iteration 1F: 3 clusters Score -1002412 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1002820.000000 Penalty: 10339.912109
	Iteration 2F: 3 clusters Score -1002820 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1003071.500000 Penalty: 10339.912109
	Iteration 3Q: 3 clusters Score -1003072 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1003268.375000 Penalty: 10339.912109
	Iteration 4Q: 3 clusters Score -1003268 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1003399.187500 Penalty: 10339.912109
	Iteration 5Q: 3 clusters Score -1003399 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1003506.812500 Penalty: 10339.912109
	Iteration 6Q: 3 clusters Score -1003507 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1003617.437500 Penalty: 10339.912109
	Iteration 7Q: 3 clusters Score -1003617 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1003712.437500 Penalty: 10339.912109
	Iteration 8Q: 3 clusters Score -1003712 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1003788.250000 Penalty: 10339.912109
	Iteration 9Q: 3 clusters Score -1003788 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1003854.375000 Penalty: 10339.912109
	Iteration 10Q: 3 clusters Score -1003854 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1003946.062500 Penalty: 10339.912109
	Iteration 11Q: 3 clusters Score -1003946 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1004044.375000 Penalty: 10339.912109
	Iteration 12Q: 3 clusters Score -1004044 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1004146.187500 Penalty: 10339.912109
	Iteration 13Q: 3 clusters Score -1004146 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1004233.312500 Penalty: 10339.912109
	Iteration 14Q: 3 clusters Score -1004233 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1004347.750000 Penalty: 10339.912109
	Iteration 15Q: 3 clusters Score -1004348 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1004571.562500 Penalty: 10339.912109
	Iteration 16Q: 3 clusters Score -1004572 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1004887.375000 Penalty: 10339.912109
	Iteration 17Q: 3 clusters Score -1004887 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1005263.562500 Penalty: 10339.912109
	Iteration 18Q: 3 clusters Score -1005264 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1005478.812500 Penalty: 10339.912109
	Iteration 19Q: 3 clusters Score -1005479 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1005593.062500 Penalty: 10339.912109
	Iteration 20F: 3 clusters Score -1005593 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1005666.000000 Penalty: 10339.912109
	Iteration 21Q: 3 clusters Score -1005666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1005692.125000 Penalty: 10339.912109
	Iteration 22Q: 3 clusters Score -1005692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1005708.000000 Penalty: 10339.912109
	Iteration 23Q: 3 clusters Score -1005708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1005716.687500 Penalty: 10339.912109
	Iteration 24Q: 3 clusters Score -1005717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1005720.375000 Penalty: 10339.912109
	Iteration 25Q: 3 clusters Score -1005720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1005722.437500 Penalty: 10339.912109
	Iteration 26Q: 3 clusters Score -1005722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1005728.312500 Penalty: 10339.912109
	Iteration 27Q: 3 clusters Score -1005728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1005731.125000 Penalty: 10339.912109
	Iteration 28Q: 3 clusters Score -1005731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1005731.625000 Penalty: 10339.912109
	Iteration 29Q: 3 clusters Score -1005732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1005731.250000 Penalty: 10339.912109
	Iteration 30Q: 3 clusters Score -1005731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1005733.437500 Penalty: 10339.912109
	Iteration 31Q: 3 clusters Score -1005733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1005732.125000 Penalty: 10339.912109
	Iteration 32Q: 3 clusters Score -1005732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1005732.125000 Penalty: 10339.912109
	Iteration 33F: 3 clusters Score -1005732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -148099.796875 Penalty: 4062.907471
	Iteration 0F: 2 clusters Score -148099.8 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 370 members 
Entering Unmasked Estep 
Score: -144315.218750 Penalty: 8125.814941
	Iteration 0F: 3 clusters Score -144315.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -144653.359375 Penalty: 8125.814941
	Iteration 1F: 3 clusters Score -144653.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -144863.296875 Penalty: 8125.814941
	Iteration 2Q: 3 clusters Score -144863.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -145143.296875 Penalty: 8125.814941
	Iteration 3Q: 3 clusters Score -145143.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -145380.312500 Penalty: 8125.814941
	Iteration 4F: 3 clusters Score -145380.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -145674.218750 Penalty: 8125.814941
	Iteration 5F: 3 clusters Score -145674.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -146031.125000 Penalty: 8125.814941
	Iteration 6F: 3 clusters Score -146031.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -147046.953125 Penalty: 8125.814941
	Iteration 7Q: 3 clusters Score -147047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -147548.546875 Penalty: 8125.814941
	Iteration 8F: 3 clusters Score -147548.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -147729.375000 Penalty: 8125.814941
	Iteration 9Q: 3 clusters Score -147729.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -147834.812500 Penalty: 8125.814941
	Iteration 10Q: 3 clusters Score -147834.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -147997.484375 Penalty: 8125.814941
	Iteration 11Q: 3 clusters Score -147997.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -148093.453125 Penalty: 8125.814941
	Iteration 12Q: 3 clusters Score -148093.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -148141.140625 Penalty: 8125.814941
	Iteration 13Q: 3 clusters Score -148141.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -148141.140625 Penalty: 8125.814941
	Iteration 14F: 3 clusters Score -148141.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 18217 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 38996 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 98677 members 
Mstep: Class 8 contains 20617 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 5484 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 32474 members 
Mstep: Class 15 contains 19838 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 173850 members 
Mstep: Class 22 contains 12451 members 
Mstep: Class 23 contains 23035 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 26973 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 930 members 
Mstep: Class 29 contains 587 members 
Entering Unmasked Estep 
Score: -138269552.000000 Penalty: 236804.031250
Splitting cluster 19 changes total score from -138273440.000000 to -138269552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (7766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Entering Unmasked Estep 
Score: -1701770.250000 Penalty: 5486.475586
	Iteration 0F: 2 clusters Score -1701770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1692911.500000 Penalty: 10972.951172
	Iteration 0F: 3 clusters Score -1692912 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1694724.500000 Penalty: 10972.951172
	Iteration 1F: 3 clusters Score -1694724 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1695305.875000 Penalty: 10972.951172
	Iteration 2F: 3 clusters Score -1695306 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1695811.750000 Penalty: 10972.951172
	Iteration 3F: 3 clusters Score -1695812 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1696274.000000 Penalty: 10972.951172
	Iteration 4F: 3 clusters Score -1696274 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1696696.750000 Penalty: 10972.951172
	Iteration 5F: 3 clusters Score -1696697 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1697107.500000 Penalty: 10972.951172
	Iteration 6Q: 3 clusters Score -1697108 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1697490.250000 Penalty: 10972.951172
	Iteration 7Q: 3 clusters Score -1697490 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1697788.875000 Penalty: 10972.951172
	Iteration 8Q: 3 clusters Score -1697789 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1698030.250000 Penalty: 10972.951172
	Iteration 9Q: 3 clusters Score -1698030 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1698205.500000 Penalty: 10972.951172
	Iteration 10Q: 3 clusters Score -1698206 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1698308.125000 Penalty: 10972.951172
	Iteration 11Q: 3 clusters Score -1698308 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1698369.250000 Penalty: 10972.951172
	Iteration 12Q: 3 clusters Score -1698369 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1698423.375000 Penalty: 10972.951172
	Iteration 13Q: 3 clusters Score -1698423 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1698459.250000 Penalty: 10972.951172
	Iteration 14Q: 3 clusters Score -1698459 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1698485.625000 Penalty: 10972.951172
	Iteration 15Q: 3 clusters Score -1698486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1698505.875000 Penalty: 10972.951172
	Iteration 16Q: 3 clusters Score -1698506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1698524.125000 Penalty: 10972.951172
	Iteration 17Q: 3 clusters Score -1698524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1698535.625000 Penalty: 10972.951172
	Iteration 18Q: 3 clusters Score -1698536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1698541.750000 Penalty: 10972.951172
	Iteration 19Q: 3 clusters Score -1698542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1698545.125000 Penalty: 10972.951172
	Iteration 20F: 3 clusters Score -1698545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1698551.500000 Penalty: 10972.951172
	Iteration 21Q: 3 clusters Score -1698552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1698553.500000 Penalty: 10972.951172
	Iteration 22Q: 3 clusters Score -1698554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1698557.500000 Penalty: 10972.951172
	Iteration 23Q: 3 clusters Score -1698558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1698556.750000 Penalty: 10972.951172
	Iteration 24Q: 3 clusters Score -1698557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1698557.625000 Penalty: 10972.951172
	Iteration 25Q: 3 clusters Score -1698558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1698560.500000 Penalty: 10972.951172
	Iteration 26Q: 3 clusters Score -1698560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1698559.625000 Penalty: 10972.951172
	Iteration 27Q: 3 clusters Score -1698560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1698564.250000 Penalty: 10972.951172
	Iteration 28Q: 3 clusters Score -1698564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1698564.375000 Penalty: 10972.951172
	Iteration 29Q: 3 clusters Score -1698564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1698568.125000 Penalty: 10972.951172
	Iteration 30Q: 3 clusters Score -1698568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1698567.500000 Penalty: 10972.951172
	Iteration 31Q: 3 clusters Score -1698568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1698567.125000 Penalty: 10972.951172
	Iteration 32Q: 3 clusters Score -1698567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1698567.125000 Penalty: 10972.951172
	Iteration 33F: 3 clusters Score -1698567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (173850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173850 members 
Entering Unmasked Estep 
Score: -39324340.000000 Penalty: 7390.393555
	Iteration 0F: 2 clusters Score -3.932434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87234 members 
Mstep: Class 2 contains 86616 members 
Entering Unmasked Estep 
Score: -39207196.000000 Penalty: 14780.787109
	Iteration 0F: 3 clusters Score -3.92072e+07 nChanged 81534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -39252956.000000 Penalty: 14780.787109
	Iteration 1F: 3 clusters Score -3.925296e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 84001 members 
Entering Unmasked Estep 
Score: -39254392.000000 Penalty: 14780.787109
	Iteration 2Q: 3 clusters Score -3.925439e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91340 members 
Mstep: Class 2 contains 82510 members 
Entering Unmasked Estep 
Score: -39255900.000000 Penalty: 14780.787109
	Iteration 3Q: 3 clusters Score -3.92559e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93481 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -39257332.000000 Penalty: 14780.787109
	Iteration 4Q: 3 clusters Score -3.925733e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96559 members 
Mstep: Class 2 contains 77291 members 
Entering Unmasked Estep 
Score: -39259292.000000 Penalty: 14780.787109
	Iteration 5Q: 3 clusters Score -3.925929e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101055 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -39261824.000000 Penalty: 14780.787109
	Iteration 6Q: 3 clusters Score -3.926182e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107447 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -39265296.000000 Penalty: 14780.787109
	Iteration 7Q: 3 clusters Score -3.92653e+07 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115928 members 
Mstep: Class 2 contains 57922 members 
Entering Unmasked Estep 
Score: -39270388.000000 Penalty: 14780.787109
	Iteration 8F: 3 clusters Score -3.927039e+07 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126760 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -39277828.000000 Penalty: 14780.787109
	Iteration 9F: 3 clusters Score -3.927783e+07 nChanged 12852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139586 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -39287796.000000 Penalty: 14780.787109
	Iteration 10F: 3 clusters Score -3.92878e+07 nChanged 12784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152364 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -39299156.000000 Penalty: 14780.787109
	Iteration 11F: 3 clusters Score -3.929916e+07 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162472 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -39308136.000000 Penalty: 14780.787109
	Iteration 12F: 3 clusters Score -3.930814e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168578 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -39313472.000000 Penalty: 14780.787109
	Iteration 13Q: 3 clusters Score -3.931347e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171312 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -39315840.000000 Penalty: 14780.787109
	Iteration 14Q: 3 clusters Score -3.931584e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172350 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -39316852.000000 Penalty: 14780.787109
	Iteration 15Q: 3 clusters Score -3.931685e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172752 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -39317216.000000 Penalty: 14780.787109
	Iteration 16Q: 3 clusters Score -3.931722e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172903 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -39317408.000000 Penalty: 14780.787109
	Iteration 17Q: 3 clusters Score -3.931741e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172986 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -39317524.000000 Penalty: 14780.787109
	Iteration 18Q: 3 clusters Score -3.931752e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173042 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -39317620.000000 Penalty: 14780.787109
	Iteration 19Q: 3 clusters Score -3.931762e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173079 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -39317664.000000 Penalty: 14780.787109
	Iteration 20F: 3 clusters Score -3.931766e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173100 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -39317700.000000 Penalty: 14780.787109
	Iteration 21Q: 3 clusters Score -3.93177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173115 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -39317716.000000 Penalty: 14780.787109
	Iteration 22Q: 3 clusters Score -3.931772e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173134 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -39317744.000000 Penalty: 14780.787109
	Iteration 23Q: 3 clusters Score -3.931774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173143 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -39317740.000000 Penalty: 14780.787109
	Iteration 24Q: 3 clusters Score -3.931774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173147 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -39317756.000000 Penalty: 14780.787109
	Iteration 25Q: 3 clusters Score -3.931776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173150 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -39317740.000000 Penalty: 14780.787109
	Iteration 26Q: 3 clusters Score -3.931774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173153 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -39317748.000000 Penalty: 14780.787109
	Iteration 27Q: 3 clusters Score -3.931775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173153 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -39317748.000000 Penalty: 14780.787109
	Iteration 28F: 3 clusters Score -3.931775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Entering Unmasked Estep 
Score: -2704331.500000 Penalty: 5775.603027
	Iteration 0F: 2 clusters Score -2704332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2692594.750000 Penalty: 11551.206055
	Iteration 0F: 3 clusters Score -2692595 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2695329.750000 Penalty: 11551.206055
	Iteration 1F: 3 clusters Score -2695330 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2695891.000000 Penalty: 11551.206055
	Iteration 2F: 3 clusters Score -2695891 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2696296.500000 Penalty: 11551.206055
	Iteration 3F: 3 clusters Score -2696296 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2696608.750000 Penalty: 11551.206055
	Iteration 4Q: 3 clusters Score -2696609 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2696904.000000 Penalty: 11551.206055
	Iteration 5Q: 3 clusters Score -2696904 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2697190.750000 Penalty: 11551.206055
	Iteration 6Q: 3 clusters Score -2697191 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2697468.750000 Penalty: 11551.206055
	Iteration 7Q: 3 clusters Score -2697469 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2697745.500000 Penalty: 11551.206055
	Iteration 8Q: 3 clusters Score -2697746 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2697998.250000 Penalty: 11551.206055
	Iteration 9Q: 3 clusters Score -2697998 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2698232.750000 Penalty: 11551.206055
	Iteration 10Q: 3 clusters Score -2698233 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2698428.500000 Penalty: 11551.206055
	Iteration 11Q: 3 clusters Score -2698428 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2698636.250000 Penalty: 11551.206055
	Iteration 12Q: 3 clusters Score -2698636 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2698869.750000 Penalty: 11551.206055
	Iteration 13Q: 3 clusters Score -2698870 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2699125.250000 Penalty: 11551.206055
	Iteration 14Q: 3 clusters Score -2699125 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2699392.000000 Penalty: 11551.206055
	Iteration 15Q: 3 clusters Score -2699392 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2699618.750000 Penalty: 11551.206055
	Iteration 16Q: 3 clusters Score -2699619 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2699860.750000 Penalty: 11551.206055
	Iteration 17Q: 3 clusters Score -2699861 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2700068.500000 Penalty: 11551.206055
	Iteration 18Q: 3 clusters Score -2700068 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2700221.000000 Penalty: 11551.206055
	Iteration 19Q: 3 clusters Score -2700221 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2700323.000000 Penalty: 11551.206055
	Iteration 20F: 3 clusters Score -2700323 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2700407.250000 Penalty: 11551.206055
	Iteration 21Q: 3 clusters Score -2700407 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2700469.000000 Penalty: 11551.206055
	Iteration 22Q: 3 clusters Score -2700469 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2700504.500000 Penalty: 11551.206055
	Iteration 23Q: 3 clusters Score -2700504 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2700540.500000 Penalty: 11551.206055
	Iteration 24Q: 3 clusters Score -2700540 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2700569.250000 Penalty: 11551.206055
	Iteration 25Q: 3 clusters Score -2700569 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2700591.750000 Penalty: 11551.206055
	Iteration 26Q: 3 clusters Score -2700592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2700603.000000 Penalty: 11551.206055
	Iteration 27Q: 3 clusters Score -2700603 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2700625.750000 Penalty: 11551.206055
	Iteration 28Q: 3 clusters Score -2700626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2700647.500000 Penalty: 11551.206055
	Iteration 29Q: 3 clusters Score -2700648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2700658.250000 Penalty: 11551.206055
	Iteration 30Q: 3 clusters Score -2700658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2700671.500000 Penalty: 11551.206055
	Iteration 31Q: 3 clusters Score -2700672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2700681.000000 Penalty: 11551.206055
	Iteration 32Q: 3 clusters Score -2700681 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2700693.750000 Penalty: 11551.206055
	Iteration 33Q: 3 clusters Score -2700694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2700709.250000 Penalty: 11551.206055
	Iteration 34Q: 3 clusters Score -2700709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2700718.000000 Penalty: 11551.206055
	Iteration 35Q: 3 clusters Score -2700718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2700722.750000 Penalty: 11551.206055
	Iteration 36Q: 3 clusters Score -2700723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2700732.750000 Penalty: 11551.206055
	Iteration 37Q: 3 clusters Score -2700733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2700734.000000 Penalty: 11551.206055
	Iteration 38Q: 3 clusters Score -2700734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2700736.000000 Penalty: 11551.206055
	Iteration 39Q: 3 clusters Score -2700736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2700739.500000 Penalty: 11551.206055
	Iteration 40F: 3 clusters Score -2700740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2700746.250000 Penalty: 11551.206055
	Iteration 41Q: 3 clusters Score -2700746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2700741.000000 Penalty: 11551.206055
	Iteration 42Q: 3 clusters Score -2700741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2700736.500000 Penalty: 11551.206055
	Iteration 43Q: 3 clusters Score -2700736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2700738.250000 Penalty: 11551.206055
	Iteration 44Q: 3 clusters Score -2700738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2700749.750000 Penalty: 11551.206055
	Iteration 45Q: 3 clusters Score -2700750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2700749.000000 Penalty: 11551.206055
	Iteration 46Q: 3 clusters Score -2700749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2700756.500000 Penalty: 11551.206055
	Iteration 47Q: 3 clusters Score -2700756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2700762.750000 Penalty: 11551.206055
	Iteration 48Q: 3 clusters Score -2700763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2700758.250000 Penalty: 11551.206055
	Iteration 49Q: 3 clusters Score -2700758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2700760.750000 Penalty: 11551.206055
	Iteration 50Q: 3 clusters Score -2700761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2700761.750000 Penalty: 11551.206055
	Iteration 51Q: 3 clusters Score -2700762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2700761.500000 Penalty: 11551.206055
	Iteration 52Q: 3 clusters Score -2700762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2700761.500000 Penalty: 11551.206055
	Iteration 53Q: 3 clusters Score -2700762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2700761.500000 Penalty: 11551.206055
	Iteration 54F: 3 clusters Score -2700762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Entering Unmasked Estep 
Score: -5251857.500000 Penalty: 6152.421875
	Iteration 0F: 2 clusters Score -5251858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -5233473.500000 Penalty: 12304.843750
	Iteration 0F: 3 clusters Score -5233474 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -5238443.000000 Penalty: 12304.843750
	Iteration 1F: 3 clusters Score -5238443 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -5239117.000000 Penalty: 12304.843750
	Iteration 2F: 3 clusters Score -5239117 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -5239614.500000 Penalty: 12304.843750
	Iteration 3Q: 3 clusters Score -5239614 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -5239922.000000 Penalty: 12304.843750
	Iteration 4Q: 3 clusters Score -5239922 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -5240200.000000 Penalty: 12304.843750
	Iteration 5Q: 3 clusters Score -5240200 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -5240463.500000 Penalty: 12304.843750
	Iteration 6Q: 3 clusters Score -5240464 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -5240740.500000 Penalty: 12304.843750
	Iteration 7Q: 3 clusters Score -5240740 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -5240989.000000 Penalty: 12304.843750
	Iteration 8Q: 3 clusters Score -5240989 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -5241312.000000 Penalty: 12304.843750
	Iteration 9Q: 3 clusters Score -5241312 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -5241652.500000 Penalty: 12304.843750
	Iteration 10Q: 3 clusters Score -5241652 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -5242173.000000 Penalty: 12304.843750
	Iteration 11Q: 3 clusters Score -5242173 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -5242796.000000 Penalty: 12304.843750
	Iteration 12Q: 3 clusters Score -5242796 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -5243567.000000 Penalty: 12304.843750
	Iteration 13Q: 3 clusters Score -5243567 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -5244338.000000 Penalty: 12304.843750
	Iteration 14Q: 3 clusters Score -5244338 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -5245006.000000 Penalty: 12304.843750
	Iteration 15Q: 3 clusters Score -5245006 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -5245522.000000 Penalty: 12304.843750
	Iteration 16Q: 3 clusters Score -5245522 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -5245954.500000 Penalty: 12304.843750
	Iteration 17Q: 3 clusters Score -5245954 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -5246228.000000 Penalty: 12304.843750
	Iteration 18Q: 3 clusters Score -5246228 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -5246404.500000 Penalty: 12304.843750
	Iteration 19Q: 3 clusters Score -5246404 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -5246560.500000 Penalty: 12304.843750
	Iteration 20F: 3 clusters Score -5246560 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -5246699.500000 Penalty: 12304.843750
	Iteration 21Q: 3 clusters Score -5246700 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -5246798.500000 Penalty: 12304.843750
	Iteration 22Q: 3 clusters Score -5246798 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -5246907.000000 Penalty: 12304.843750
	Iteration 23Q: 3 clusters Score -5246907 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -5247033.000000 Penalty: 12304.843750
	Iteration 24Q: 3 clusters Score -5247033 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -5247200.000000 Penalty: 12304.843750
	Iteration 25Q: 3 clusters Score -5247200 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -5247410.500000 Penalty: 12304.843750
	Iteration 26Q: 3 clusters Score -5247410 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -5247652.000000 Penalty: 12304.843750
	Iteration 27Q: 3 clusters Score -5247652 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -5247921.000000 Penalty: 12304.843750
	Iteration 28Q: 3 clusters Score -5247921 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -5248140.500000 Penalty: 12304.843750
	Iteration 29Q: 3 clusters Score -5248140 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -5248306.500000 Penalty: 12304.843750
	Iteration 30Q: 3 clusters Score -5248306 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -5248403.500000 Penalty: 12304.843750
	Iteration 31Q: 3 clusters Score -5248404 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -5248504.500000 Penalty: 12304.843750
	Iteration 32Q: 3 clusters Score -5248504 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -5248581.500000 Penalty: 12304.843750
	Iteration 33Q: 3 clusters Score -5248582 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -5248685.000000 Penalty: 12304.843750
	Iteration 34Q: 3 clusters Score -5248685 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -5248742.000000 Penalty: 12304.843750
	Iteration 35Q: 3 clusters Score -5248742 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -5248809.500000 Penalty: 12304.843750
	Iteration 36Q: 3 clusters Score -5248810 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -5248845.500000 Penalty: 12304.843750
	Iteration 37Q: 3 clusters Score -5248846 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -5248899.000000 Penalty: 12304.843750
	Iteration 38Q: 3 clusters Score -5248899 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -5248949.500000 Penalty: 12304.843750
	Iteration 39Q: 3 clusters Score -5248950 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -5249018.500000 Penalty: 12304.843750
	Iteration 40F: 3 clusters Score -5249018 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -5249073.000000 Penalty: 12304.843750
	Iteration 41Q: 3 clusters Score -5249073 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -5249141.000000 Penalty: 12304.843750
	Iteration 42Q: 3 clusters Score -5249141 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -5249184.500000 Penalty: 12304.843750
	Iteration 43Q: 3 clusters Score -5249184 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -5249222.000000 Penalty: 12304.843750
	Iteration 44Q: 3 clusters Score -5249222 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -5249237.000000 Penalty: 12304.843750
	Iteration 45Q: 3 clusters Score -5249237 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -5249262.500000 Penalty: 12304.843750
	Iteration 46Q: 3 clusters Score -5249262 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -5249297.500000 Penalty: 12304.843750
	Iteration 47Q: 3 clusters Score -5249298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -5249301.500000 Penalty: 12304.843750
	Iteration 48Q: 3 clusters Score -5249302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -5249317.500000 Penalty: 12304.843750
	Iteration 49Q: 3 clusters Score -5249318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -5249329.000000 Penalty: 12304.843750
	Iteration 50Q: 3 clusters Score -5249329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -5249341.000000 Penalty: 12304.843750
	Iteration 51Q: 3 clusters Score -5249341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -5249350.500000 Penalty: 12304.843750
	Iteration 52Q: 3 clusters Score -5249350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -5249358.000000 Penalty: 12304.843750
	Iteration 53Q: 3 clusters Score -5249358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -5249354.000000 Penalty: 12304.843750
	Iteration 54Q: 3 clusters Score -5249354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -5249361.500000 Penalty: 12304.843750
	Iteration 55Q: 3 clusters Score -5249362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -5249357.500000 Penalty: 12304.843750
	Iteration 56Q: 3 clusters Score -5249358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -5249368.000000 Penalty: 12304.843750
	Iteration 57Q: 3 clusters Score -5249368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -5249369.000000 Penalty: 12304.843750
	Iteration 58Q: 3 clusters Score -5249369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -5249367.500000 Penalty: 12304.843750
	Iteration 59Q: 3 clusters Score -5249368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -5249373.500000 Penalty: 12304.843750
	Iteration 60F: 3 clusters Score -5249374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -5249382.000000 Penalty: 12304.843750
	Iteration 61Q: 3 clusters Score -5249382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -5249384.000000 Penalty: 12304.843750
	Iteration 62Q: 3 clusters Score -5249384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -5249387.000000 Penalty: 12304.843750
	Iteration 63Q: 3 clusters Score -5249387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -5249379.000000 Penalty: 12304.843750
	Iteration 64Q: 3 clusters Score -5249379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -5249391.500000 Penalty: 12304.843750
	Iteration 65Q: 3 clusters Score -5249392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -5249388.000000 Penalty: 12304.843750
	Iteration 66Q: 3 clusters Score -5249388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -5249389.000000 Penalty: 12304.843750
	Iteration 67Q: 3 clusters Score -5249389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -5249392.500000 Penalty: 12304.843750
	Iteration 68Q: 3 clusters Score -5249392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -5249395.000000 Penalty: 12304.843750
	Iteration 69Q: 3 clusters Score -5249395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -5249396.000000 Penalty: 12304.843750
	Iteration 70Q: 3 clusters Score -5249396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -5249395.500000 Penalty: 12304.843750
	Iteration 71Q: 3 clusters Score -5249396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -5249393.000000 Penalty: 12304.843750
	Iteration 72Q: 3 clusters Score -5249393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -5249397.500000 Penalty: 12304.843750
	Iteration 73Q: 3 clusters Score -5249398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -5249402.000000 Penalty: 12304.843750
	Iteration 74Q: 3 clusters Score -5249402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -5249407.500000 Penalty: 12304.843750
	Iteration 75Q: 3 clusters Score -5249408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -5249411.000000 Penalty: 12304.843750
	Iteration 76Q: 3 clusters Score -5249411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -5249406.000000 Penalty: 12304.843750
	Iteration 77Q: 3 clusters Score -5249406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -5249403.500000 Penalty: 12304.843750
	Iteration 78Q: 3 clusters Score -5249404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -5249404.000000 Penalty: 12304.843750
	Iteration 79Q: 3 clusters Score -5249404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -5249409.500000 Penalty: 12304.843750
	Iteration 80F: 3 clusters Score -5249410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -5249404.500000 Penalty: 12304.843750
	Iteration 81Q: 3 clusters Score -5249404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -5249394.500000 Penalty: 12304.843750
	Iteration 82Q: 3 clusters Score -5249394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -5249394.000000 Penalty: 12304.843750
	Iteration 83Q: 3 clusters Score -5249394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -5249401.500000 Penalty: 12304.843750
	Iteration 84Q: 3 clusters Score -5249402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -5249395.500000 Penalty: 12304.843750
	Iteration 85Q: 3 clusters Score -5249396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -5249393.000000 Penalty: 12304.843750
	Iteration 86Q: 3 clusters Score -5249393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -5249392.000000 Penalty: 12304.843750
	Iteration 87Q: 3 clusters Score -5249392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -5249392.000000 Penalty: 12304.843750
	Iteration 88Q: 3 clusters Score -5249392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -5249385.500000 Penalty: 12304.843750
	Iteration 89Q: 3 clusters Score -5249386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -5249392.000000 Penalty: 12304.843750
	Iteration 90Q: 3 clusters Score -5249392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -5249385.000000 Penalty: 12304.843750
	Iteration 91Q: 3 clusters Score -5249385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -5249394.000000 Penalty: 12304.843750
	Iteration 92Q: 3 clusters Score -5249394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -5249392.000000 Penalty: 12304.843750
	Iteration 93Q: 3 clusters Score -5249392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -5249394.000000 Penalty: 12304.843750
	Iteration 94Q: 3 clusters Score -5249394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -5249395.000000 Penalty: 12304.843750
	Iteration 95Q: 3 clusters Score -5249395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -5249395.500000 Penalty: 12304.843750
	Iteration 96Q: 3 clusters Score -5249396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -5249396.000000 Penalty: 12304.843750
	Iteration 97Q: 3 clusters Score -5249396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -5249396.000000 Penalty: 12304.843750
	Iteration 98F: 3 clusters Score -5249396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -48342.742188 Penalty: 3495.605225
	Iteration 0F: 2 clusters Score -48342.74 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: -45756.773438 Penalty: 6991.210449
	Iteration 0F: 3 clusters Score -45756.77 nChanged 31
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: -46045.988281 Penalty: 6991.210449
	Iteration 1F: 3 clusters Score -46045.99 nChanged 3
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: -46061.183594 Penalty: 6991.210449
	Iteration 2Q: 3 clusters Score -46061.18 nChanged 1
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: -46067.632812 Penalty: 6991.210449
	Iteration 3Q: 3 clusters Score -46067.63 nChanged 0
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: -46067.632812 Penalty: 6991.210449
	Iteration 4F: 3 clusters Score -46067.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -195925.187500 Penalty: 4212.343750
	Iteration 0F: 2 clusters Score -195925.2 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 477 members 
Entering Unmasked Estep 
Score: -191863.781250 Penalty: 8424.687500
	Iteration 0F: 3 clusters Score -191863.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -192357.328125 Penalty: 8424.687500
	Iteration 1F: 3 clusters Score -192357.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -192669.062500 Penalty: 8424.687500
	Iteration 2F: 3 clusters Score -192669.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -192991.265625 Penalty: 8424.687500
	Iteration 3Q: 3 clusters Score -192991.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -193274.765625 Penalty: 8424.687500
	Iteration 4Q: 3 clusters Score -193274.8 nChanged 24
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: -193417.687500 Penalty: 8424.687500
	Iteration 5Q: 3 clusters Score -193417.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -193488.125000 Penalty: 8424.687500
	Iteration 6Q: 3 clusters Score -193488.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -193528.765625 Penalty: 8424.687500
	Iteration 7Q: 3 clusters Score -193528.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -193581.687500 Penalty: 8424.687500
	Iteration 8Q: 3 clusters Score -193581.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -193751.812500 Penalty: 8424.687500
	Iteration 9Q: 3 clusters Score -193751.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -193921.656250 Penalty: 8424.687500
	Iteration 10Q: 3 clusters Score -193921.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -194001.625000 Penalty: 8424.687500
	Iteration 11Q: 3 clusters Score -194001.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -194065.265625 Penalty: 8424.687500
	Iteration 12Q: 3 clusters Score -194065.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -194126.406250 Penalty: 8424.687500
	Iteration 13Q: 3 clusters Score -194126.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -194164.437500 Penalty: 8424.687500
	Iteration 14Q: 3 clusters Score -194164.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -194220.265625 Penalty: 8424.687500
	Iteration 15Q: 3 clusters Score -194220.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -194245.875000 Penalty: 8424.687500
	Iteration 16Q: 3 clusters Score -194245.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -194255.937500 Penalty: 8424.687500
	Iteration 17Q: 3 clusters Score -194255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -194264.953125 Penalty: 8424.687500
	Iteration 18Q: 3 clusters Score -194265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -194273.187500 Penalty: 8424.687500
	Iteration 19Q: 3 clusters Score -194273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -194281.250000 Penalty: 8424.687500
	Iteration 20F: 3 clusters Score -194281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -194290.062500 Penalty: 8424.687500
	Iteration 21Q: 3 clusters Score -194290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -194296.218750 Penalty: 8424.687500
	Iteration 22Q: 3 clusters Score -194296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -194299.203125 Penalty: 8424.687500
	Iteration 23Q: 3 clusters Score -194299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -194315.062500 Penalty: 8424.687500
	Iteration 24Q: 3 clusters Score -194315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -194328.093750 Penalty: 8424.687500
	Iteration 25Q: 3 clusters Score -194328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -194337.093750 Penalty: 8424.687500
	Iteration 26Q: 3 clusters Score -194337.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -194342.453125 Penalty: 8424.687500
	Iteration 27Q: 3 clusters Score -194342.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -194343.625000 Penalty: 8424.687500
	Iteration 28Q: 3 clusters Score -194343.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -194346.046875 Penalty: 8424.687500
	Iteration 29Q: 3 clusters Score -194346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -194346.046875 Penalty: 8424.687500
	Iteration 30F: 3 clusters Score -194346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Entering Unmasked Estep 
Score: -6237234.500000 Penalty: 6249.087402
	Iteration 0F: 2 clusters Score -6237234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -6216281.500000 Penalty: 12498.174805
	Iteration 0F: 3 clusters Score -6216282 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -6222293.000000 Penalty: 12498.174805
	Iteration 1F: 3 clusters Score -6222293 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -6222977.500000 Penalty: 12498.174805
	Iteration 2F: 3 clusters Score -6222978 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -6223515.500000 Penalty: 12498.174805
	Iteration 3Q: 3 clusters Score -6223516 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -6223924.000000 Penalty: 12498.174805
	Iteration 4Q: 3 clusters Score -6223924 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -6224306.000000 Penalty: 12498.174805
	Iteration 5Q: 3 clusters Score -6224306 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -6224743.500000 Penalty: 12498.174805
	Iteration 6Q: 3 clusters Score -6224744 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -6225181.500000 Penalty: 12498.174805
	Iteration 7Q: 3 clusters Score -6225182 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -6225699.500000 Penalty: 12498.174805
	Iteration 8Q: 3 clusters Score -6225700 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -6226383.000000 Penalty: 12498.174805
	Iteration 9Q: 3 clusters Score -6226383 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -6227224.500000 Penalty: 12498.174805
	Iteration 10Q: 3 clusters Score -6227224 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -6228167.500000 Penalty: 12498.174805
	Iteration 11Q: 3 clusters Score -6228168 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -6229044.500000 Penalty: 12498.174805
	Iteration 12Q: 3 clusters Score -6229044 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -6229862.000000 Penalty: 12498.174805
	Iteration 13Q: 3 clusters Score -6229862 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -6230434.000000 Penalty: 12498.174805
	Iteration 14Q: 3 clusters Score -6230434 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -6230845.000000 Penalty: 12498.174805
	Iteration 15Q: 3 clusters Score -6230845 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -6231147.000000 Penalty: 12498.174805
	Iteration 16Q: 3 clusters Score -6231147 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -6231355.000000 Penalty: 12498.174805
	Iteration 17Q: 3 clusters Score -6231355 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -6231451.500000 Penalty: 12498.174805
	Iteration 18Q: 3 clusters Score -6231452 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -6231555.000000 Penalty: 12498.174805
	Iteration 19Q: 3 clusters Score -6231555 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -6231606.000000 Penalty: 12498.174805
	Iteration 20F: 3 clusters Score -6231606 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -6231662.000000 Penalty: 12498.174805
	Iteration 21Q: 3 clusters Score -6231662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -6231715.000000 Penalty: 12498.174805
	Iteration 22Q: 3 clusters Score -6231715 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -6231747.000000 Penalty: 12498.174805
	Iteration 23Q: 3 clusters Score -6231747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -6231776.500000 Penalty: 12498.174805
	Iteration 24Q: 3 clusters Score -6231776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -6231787.000000 Penalty: 12498.174805
	Iteration 25Q: 3 clusters Score -6231787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -6231809.500000 Penalty: 12498.174805
	Iteration 26Q: 3 clusters Score -6231810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -6231820.500000 Penalty: 12498.174805
	Iteration 27Q: 3 clusters Score -6231820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -6231825.500000 Penalty: 12498.174805
	Iteration 28Q: 3 clusters Score -6231826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -6231820.500000 Penalty: 12498.174805
	Iteration 29Q: 3 clusters Score -6231820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -6231836.000000 Penalty: 12498.174805
	Iteration 30Q: 3 clusters Score -6231836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -6231833.500000 Penalty: 12498.174805
	Iteration 31Q: 3 clusters Score -6231834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -6231835.000000 Penalty: 12498.174805
	Iteration 32Q: 3 clusters Score -6231835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -6231857.500000 Penalty: 12498.174805
	Iteration 33Q: 3 clusters Score -6231858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -6231857.500000 Penalty: 12498.174805
	Iteration 34Q: 3 clusters Score -6231858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -6231868.000000 Penalty: 12498.174805
	Iteration 35Q: 3 clusters Score -6231868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -6231873.500000 Penalty: 12498.174805
	Iteration 36Q: 3 clusters Score -6231874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -6231878.500000 Penalty: 12498.174805
	Iteration 37Q: 3 clusters Score -6231878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -6231878.500000 Penalty: 12498.174805
	Iteration 38F: 3 clusters Score -6231878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -40560.921875 Penalty: 3481.192627
	Iteration 0F: 2 clusters Score -40560.92 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 133 members 
Entering Unmasked Estep 
Score: -37814.425781 Penalty: 6962.385254
	Iteration 0F: 3 clusters Score -37814.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -37978.300781 Penalty: 6962.385254
	Iteration 1F: 3 clusters Score -37978.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -38003.378906 Penalty: 6962.385254
	Iteration 2Q: 3 clusters Score -38003.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -38023.609375 Penalty: 6962.385254
	Iteration 3Q: 3 clusters Score -38023.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -38065.535156 Penalty: 6962.385254
	Iteration 4Q: 3 clusters Score -38065.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38071.375000 Penalty: 6962.385254
	Iteration 5Q: 3 clusters Score -38071.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38071.375000 Penalty: 6962.385254
	Iteration 6F: 3 clusters Score -38071.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -190795.125000 Penalty: 4186.550781
	Iteration 0F: 2 clusters Score -190795.1 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 496 members 
Entering Unmasked Estep 
Score: -186783.718750 Penalty: 8373.101562
	Iteration 0F: 3 clusters Score -186783.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -187114.218750 Penalty: 8373.101562
	Iteration 1F: 3 clusters Score -187114.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -187285.625000 Penalty: 8373.101562
	Iteration 2Q: 3 clusters Score -187285.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -187488.312500 Penalty: 8373.101562
	Iteration 3Q: 3 clusters Score -187488.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -187790.093750 Penalty: 8373.101562
	Iteration 4Q: 3 clusters Score -187790.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -187992.390625 Penalty: 8373.101562
	Iteration 5Q: 3 clusters Score -187992.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -188051.781250 Penalty: 8373.101562
	Iteration 6Q: 3 clusters Score -188051.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -188097.468750 Penalty: 8373.101562
	Iteration 7Q: 3 clusters Score -188097.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -188121.281250 Penalty: 8373.101562
	Iteration 8Q: 3 clusters Score -188121.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -188136.375000 Penalty: 8373.101562
	Iteration 9Q: 3 clusters Score -188136.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -188156.156250 Penalty: 8373.101562
	Iteration 10Q: 3 clusters Score -188156.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -188182.296875 Penalty: 8373.101562
	Iteration 11Q: 3 clusters Score -188182.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -188193.968750 Penalty: 8373.101562
	Iteration 12Q: 3 clusters Score -188194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -188205.265625 Penalty: 8373.101562
	Iteration 13Q: 3 clusters Score -188205.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -188207.296875 Penalty: 8373.101562
	Iteration 14Q: 3 clusters Score -188207.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -188212.156250 Penalty: 8373.101562
	Iteration 15Q: 3 clusters Score -188212.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -188212.156250 Penalty: 8373.101562
	Iteration 16F: 3 clusters Score -188212.2 nChanged 0
--- Evaluating fit on full set of 1849261 points ---
Entering Unmasked Estep 
Score: -413252576.000000 Penalty: 247479.593750
24->29 Clusters: Score -413252576.000000, best is -413240672.000000
THE BEST YET!

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 616420 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 25444 members 
Mstep: Class 3 contains 25774 members 
Mstep: Class 4 contains 25952 members 
Mstep: Class 5 contains 25652 members 
Mstep: Class 6 contains 25956 members 
Mstep: Class 7 contains 25806 members 
Mstep: Class 8 contains 25570 members 
Mstep: Class 9 contains 25693 members 
Mstep: Class 10 contains 25643 members 
Mstep: Class 11 contains 25482 members 
Mstep: Class 12 contains 25361 members 
Mstep: Class 13 contains 25887 members 
Mstep: Class 14 contains 25897 members 
Mstep: Class 15 contains 25710 members 
Mstep: Class 16 contains 25482 members 
Mstep: Class 17 contains 25707 members 
Mstep: Class 18 contains 25514 members 
Mstep: Class 19 contains 25677 members 
Mstep: Class 20 contains 25595 members 
Mstep: Class 21 contains 25728 members 
Mstep: Class 22 contains 25896 members 
Mstep: Class 23 contains 25859 members 
Mstep: Class 24 contains 25690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 348.226624 but Gain 8165.656250
Score: -130222792.000000 Penalty: 187810.093750
Iteration 0F: 24 clusters Score -1.302228e+08 nChanged 587682
Entering Unmasked Mstep 
Mstep: Class 0 contains 3279 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5126 members 
Mstep: Class 3 contains 43225 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 17327 members 
Mstep: Class 6 contains 28800 members 
Mstep: Class 7 contains 116390 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 6387 members 
Mstep: Class 11 contains 9407 members 
Mstep: Class 12 contains 35966 members 
Mstep: Class 13 contains 19741 members 
Mstep: Class 14 contains 96840 members 
Mstep: Class 15 contains 9094 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 28020 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 29475 members 
Mstep: Class 21 contains 34700 members 
Mstep: Class 22 contains 18609 members 
Mstep: Class 23 contains 21556 members 
Mstep: Class 24 contains 55751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1770.843018 but Gain 8165.656250
Score: -135429376.000000 Penalty: 179644.437500
Iteration 1F: 23 clusters Score -1.354294e+08 nChanged 264843
Entering Unmasked Mstep 
Mstep: Class 0 contains 2086 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3761 members 
Mstep: Class 3 contains 40806 members 
Mstep: Class 4 contains 2538 members 
Mstep: Class 5 contains 2242 members 
Mstep: Class 6 contains 21877 members 
Mstep: Class 7 contains 162043 members 
Mstep: Class 8 contains 2225 members 
Mstep: Class 9 contains 9310 members 
Mstep: Class 11 contains 12133 members 
Mstep: Class 12 contains 37502 members 
Mstep: Class 13 contains 34394 members 
Mstep: Class 14 contains 104132 members 
Mstep: Class 15 contains 2951 members 
Mstep: Class 17 contains 8982 members 
Mstep: Class 18 contains 30360 members 
Mstep: Class 19 contains 916 members 
Mstep: Class 20 contains 12578 members 
Mstep: Class 21 contains 49007 members 
Mstep: Class 22 contains 10852 members 
Mstep: Class 23 contains 11650 members 
Mstep: Class 24 contains 48838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2221.948730 but Gain 8165.656250
Score: -136755088.000000 Penalty: 171478.781250
Iteration 2F: 22 clusters Score -1.367551e+08 nChanged 216277
Entering Unmasked Mstep 
Mstep: Class 0 contains 1058 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 34333 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 12780 members 
Mstep: Class 7 contains 167375 members 
Mstep: Class 8 contains 1570 members 
Mstep: Class 9 contains 23887 members 
Mstep: Class 11 contains 18324 members 
Mstep: Class 12 contains 36801 members 
Mstep: Class 13 contains 68403 members 
Mstep: Class 14 contains 82084 members 
Mstep: Class 15 contains 2934 members 
Mstep: Class 17 contains 10002 members 
Mstep: Class 18 contains 22997 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 7717 members 
Mstep: Class 21 contains 63932 members 
Mstep: Class 22 contains 3889 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 43396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 3052.041992 but Gain 8165.656250
Score: -137400624.000000 Penalty: 163313.125000
Iteration 3F: 21 clusters Score -1.374006e+08 nChanged 141790
Entering Unmasked Mstep 
Mstep: Class 0 contains 923 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1776 members 
Mstep: Class 3 contains 28064 members 
Mstep: Class 5 contains 1816 members 
Mstep: Class 6 contains 8441 members 
Mstep: Class 7 contains 171988 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 33035 members 
Mstep: Class 11 contains 23327 members 
Mstep: Class 12 contains 33794 members 
Mstep: Class 13 contains 91968 members 
Mstep: Class 14 contains 58600 members 
Mstep: Class 15 contains 2857 members 
Mstep: Class 17 contains 10187 members 
Mstep: Class 18 contains 14746 members 
Mstep: Class 19 contains 944 members 
Mstep: Class 20 contains 5647 members 
Mstep: Class 21 contains 71695 members 
Mstep: Class 23 contains 6336 members 
Mstep: Class 24 contains 45192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 5262.841309 but Gain 8165.656250
Score: -137667616.000000 Penalty: 155147.468750
Iteration 4F: 20 clusters Score -1.376676e+08 nChanged 87341
Entering Unmasked Mstep 
Mstep: Class 0 contains 789 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 3 contains 20666 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 5913 members 
Mstep: Class 7 contains 181094 members 
Mstep: Class 8 contains 1677 members 
Mstep: Class 9 contains 36788 members 
Mstep: Class 11 contains 24343 members 
Mstep: Class 12 contains 32825 members 
Mstep: Class 13 contains 103379 members 
Mstep: Class 14 contains 48049 members 
Mstep: Class 15 contains 2834 members 
Mstep: Class 17 contains 10877 members 
Mstep: Class 18 contains 8845 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 71287 members 
Mstep: Class 23 contains 7347 members 
Mstep: Class 24 contains 48257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 7309.304688 but Gain 8165.656250
Score: -137805776.000000 Penalty: 146981.812500
Iteration 5F: 19 clusters Score -1.378058e+08 nChanged 61079
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 3 contains 16232 members 
Mstep: Class 5 contains 2480 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 182133 members 
Mstep: Class 8 contains 1797 members 
Mstep: Class 9 contains 39178 members 
Mstep: Class 11 contains 20718 members 
Mstep: Class 12 contains 34462 members 
Mstep: Class 13 contains 108138 members 
Mstep: Class 14 contains 45724 members 
Mstep: Class 15 contains 2833 members 
Mstep: Class 17 contains 11369 members 
Mstep: Class 18 contains 5476 members 
Mstep: Class 19 contains 2277 members 
Mstep: Class 21 contains 70644 members 
Mstep: Class 23 contains 8606 members 
Mstep: Class 24 contains 55877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 6186.097168 but Gain 8165.656250
Score: -137903616.000000 Penalty: 138816.156250
Iteration 6F: 18 clusters Score -1.379036e+08 nChanged 48621
Entering Unmasked Mstep 
Mstep: Class 0 contains 551 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 5 contains 2638 members 
Mstep: Class 6 contains 4555 members 
Mstep: Class 7 contains 178664 members 
Mstep: Class 8 contains 1895 members 
Mstep: Class 9 contains 41215 members 
Mstep: Class 11 contains 14756 members 
Mstep: Class 12 contains 36876 members 
Mstep: Class 13 contains 106659 members 
Mstep: Class 14 contains 47682 members 
Mstep: Class 15 contains 2836 members 
Mstep: Class 17 contains 11778 members 
Mstep: Class 19 contains 2776 members 
Mstep: Class 21 contains 70841 members 
Mstep: Class 23 contains 9362 members 
Mstep: Class 24 contains 65921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137970720.000000 Penalty: 138816.156250
Iteration 7F: 18 clusters Score -1.379707e+08 nChanged 36565
Entering Unmasked Mstep 
Mstep: Class 0 contains 481 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 3 contains 12552 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 173786 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 42481 members 
Mstep: Class 11 contains 9686 members 
Mstep: Class 12 contains 38937 members 
Mstep: Class 13 contains 101614 members 
Mstep: Class 14 contains 49465 members 
Mstep: Class 15 contains 2831 members 
Mstep: Class 17 contains 11510 members 
Mstep: Class 19 contains 3131 members 
Mstep: Class 21 contains 69897 members 
Mstep: Class 23 contains 10021 members 
Mstep: Class 24 contains 78133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138015296.000000 Penalty: 138816.156250
Iteration 8F: 18 clusters Score -1.380153e+08 nChanged 29466
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 3 contains 10686 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 4466 members 
Mstep: Class 7 contains 169062 members 
Mstep: Class 8 contains 2062 members 
Mstep: Class 9 contains 43431 members 
Mstep: Class 11 contains 6869 members 
Mstep: Class 12 contains 39924 members 
Mstep: Class 13 contains 94514 members 
Mstep: Class 14 contains 50950 members 
Mstep: Class 15 contains 2820 members 
Mstep: Class 17 contains 11094 members 
Mstep: Class 19 contains 3357 members 
Mstep: Class 21 contains 69040 members 
Mstep: Class 23 contains 10663 members 
Mstep: Class 24 contains 91379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138049776.000000 Penalty: 138816.156250
Iteration 9Q: 18 clusters Score -1.380498e+08 nChanged 24495
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 3 contains 9713 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 164849 members 
Mstep: Class 8 contains 2077 members 
Mstep: Class 9 contains 44257 members 
Mstep: Class 11 contains 5391 members 
Mstep: Class 12 contains 39775 members 
Mstep: Class 13 contains 86643 members 
Mstep: Class 14 contains 51791 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 17 contains 10642 members 
Mstep: Class 19 contains 3501 members 
Mstep: Class 21 contains 68237 members 
Mstep: Class 23 contains 11010 members 
Mstep: Class 24 contains 104728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138072448.000000 Penalty: 138816.156250
Iteration 10Q: 18 clusters Score -1.380724e+08 nChanged 20388
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 3 contains 9615 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 4643 members 
Mstep: Class 7 contains 160627 members 
Mstep: Class 8 contains 2076 members 
Mstep: Class 9 contains 45014 members 
Mstep: Class 11 contains 4610 members 
Mstep: Class 12 contains 39334 members 
Mstep: Class 13 contains 79047 members 
Mstep: Class 14 contains 52277 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 17 contains 10305 members 
Mstep: Class 19 contains 3538 members 
Mstep: Class 21 contains 67154 members 
Mstep: Class 23 contains 11079 members 
Mstep: Class 24 contains 117393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138085856.000000 Penalty: 138816.156250
Iteration 11Q: 18 clusters Score -1.380859e+08 nChanged 16884
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 3 contains 9774 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 4722 members 
Mstep: Class 7 contains 156628 members 
Mstep: Class 8 contains 2076 members 
Mstep: Class 9 contains 45629 members 
Mstep: Class 11 contains 4227 members 
Mstep: Class 12 contains 38905 members 
Mstep: Class 13 contains 72086 members 
Mstep: Class 14 contains 52566 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 17 contains 10123 members 
Mstep: Class 19 contains 3593 members 
Mstep: Class 21 contains 66105 members 
Mstep: Class 23 contains 11041 members 
Mstep: Class 24 contains 128859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138096112.000000 Penalty: 138816.156250
Iteration 12Q: 18 clusters Score -1.380961e+08 nChanged 14303
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 3 contains 9904 members 
Mstep: Class 5 contains 3972 members 
Mstep: Class 6 contains 4758 members 
Mstep: Class 7 contains 152888 members 
Mstep: Class 8 contains 2076 members 
Mstep: Class 9 contains 46167 members 
Mstep: Class 11 contains 4052 members 
Mstep: Class 12 contains 38660 members 
Mstep: Class 13 contains 65820 members 
Mstep: Class 14 contains 52720 members 
Mstep: Class 15 contains 2796 members 
Mstep: Class 17 contains 10037 members 
Mstep: Class 19 contains 3645 members 
Mstep: Class 21 contains 65215 members 
Mstep: Class 23 contains 10937 members 
Mstep: Class 24 contains 139118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138103376.000000 Penalty: 138816.156250
Iteration 13Q: 18 clusters Score -1.381034e+08 nChanged 11963
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 3 contains 9947 members 
Mstep: Class 5 contains 4183 members 
Mstep: Class 6 contains 4808 members 
Mstep: Class 7 contains 149759 members 
Mstep: Class 8 contains 2077 members 
Mstep: Class 9 contains 46602 members 
Mstep: Class 11 contains 3946 members 
Mstep: Class 12 contains 38566 members 
Mstep: Class 13 contains 60338 members 
Mstep: Class 14 contains 52806 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 17 contains 9994 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 21 contains 64460 members 
Mstep: Class 23 contains 10836 members 
Mstep: Class 24 contains 147862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138109264.000000 Penalty: 138816.156250
Iteration 14Q: 18 clusters Score -1.381093e+08 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 3 contains 10012 members 
Mstep: Class 5 contains 4377 members 
Mstep: Class 6 contains 4874 members 
Mstep: Class 7 contains 147202 members 
Mstep: Class 8 contains 2077 members 
Mstep: Class 9 contains 46946 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 38524 members 
Mstep: Class 13 contains 55739 members 
Mstep: Class 14 contains 52863 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 17 contains 9947 members 
Mstep: Class 19 contains 3741 members 
Mstep: Class 21 contains 63817 members 
Mstep: Class 23 contains 10735 members 
Mstep: Class 24 contains 155017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138113488.000000 Penalty: 138816.156250
Iteration 15Q: 18 clusters Score -1.381135e+08 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 3 contains 10050 members 
Mstep: Class 5 contains 4516 members 
Mstep: Class 6 contains 4958 members 
Mstep: Class 7 contains 145293 members 
Mstep: Class 8 contains 2080 members 
Mstep: Class 9 contains 47253 members 
Mstep: Class 11 contains 3857 members 
Mstep: Class 12 contains 38520 members 
Mstep: Class 13 contains 52121 members 
Mstep: Class 14 contains 52910 members 
Mstep: Class 15 contains 2796 members 
Mstep: Class 17 contains 9895 members 
Mstep: Class 19 contains 3765 members 
Mstep: Class 21 contains 63285 members 
Mstep: Class 23 contains 10731 members 
Mstep: Class 24 contains 160429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138116848.000000 Penalty: 138816.156250
Iteration 16Q: 18 clusters Score -1.381168e+08 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 3 contains 10074 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 5044 members 
Mstep: Class 7 contains 143882 members 
Mstep: Class 8 contains 2080 members 
Mstep: Class 9 contains 47495 members 
Mstep: Class 11 contains 3829 members 
Mstep: Class 12 contains 38532 members 
Mstep: Class 13 contains 49247 members 
Mstep: Class 14 contains 52940 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 17 contains 9871 members 
Mstep: Class 19 contains 3774 members 
Mstep: Class 21 contains 62818 members 
Mstep: Class 23 contains 10752 members 
Mstep: Class 24 contains 164593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138119328.000000 Penalty: 138816.156250
Iteration 17Q: 18 clusters Score -1.381193e+08 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 3 contains 10101 members 
Mstep: Class 5 contains 4658 members 
Mstep: Class 6 contains 5139 members 
Mstep: Class 7 contains 142878 members 
Mstep: Class 8 contains 2080 members 
Mstep: Class 9 contains 47693 members 
Mstep: Class 11 contains 3827 members 
Mstep: Class 12 contains 38532 members 
Mstep: Class 13 contains 46961 members 
Mstep: Class 14 contains 52958 members 
Mstep: Class 15 contains 2794 members 
Mstep: Class 17 contains 9846 members 
Mstep: Class 19 contains 3794 members 
Mstep: Class 21 contains 62412 members 
Mstep: Class 23 contains 10796 members 
Mstep: Class 24 contains 167718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138121680.000000 Penalty: 138816.156250
Iteration 18Q: 18 clusters Score -1.381217e+08 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 3 contains 10139 members 
Mstep: Class 5 contains 4688 members 
Mstep: Class 6 contains 5232 members 
Mstep: Class 7 contains 142226 members 
Mstep: Class 8 contains 2080 members 
Mstep: Class 9 contains 47857 members 
Mstep: Class 11 contains 3829 members 
Mstep: Class 12 contains 38540 members 
Mstep: Class 13 contains 45025 members 
Mstep: Class 14 contains 52978 members 
Mstep: Class 15 contains 2794 members 
Mstep: Class 17 contains 9799 members 
Mstep: Class 19 contains 3809 members 
Mstep: Class 21 contains 62024 members 
Mstep: Class 23 contains 10920 members 
Mstep: Class 24 contains 170106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138123072.000000 Penalty: 138816.156250
Iteration 19Q: 18 clusters Score -1.381231e+08 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 3 contains 10176 members 
Mstep: Class 5 contains 4651 members 
Mstep: Class 6 contains 5339 members 
Mstep: Class 7 contains 141801 members 
Mstep: Class 8 contains 2081 members 
Mstep: Class 9 contains 47991 members 
Mstep: Class 11 contains 3829 members 
Mstep: Class 12 contains 38544 members 
Mstep: Class 13 contains 43441 members 
Mstep: Class 14 contains 52984 members 
Mstep: Class 15 contains 2794 members 
Mstep: Class 17 contains 9769 members 
Mstep: Class 19 contains 3810 members 
Mstep: Class 21 contains 61688 members 
Mstep: Class 23 contains 11110 members 
Mstep: Class 24 contains 171869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138132432.000000 Penalty: 138816.156250
Iteration 20F: 18 clusters Score -1.381324e+08 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 3 contains 10209 members 
Mstep: Class 5 contains 4543 members 
Mstep: Class 6 contains 5484 members 
Mstep: Class 7 contains 141285 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 48137 members 
Mstep: Class 11 contains 3845 members 
Mstep: Class 12 contains 38554 members 
Mstep: Class 13 contains 41943 members 
Mstep: Class 14 contains 52993 members 
Mstep: Class 15 contains 2784 members 
Mstep: Class 17 contains 9719 members 
Mstep: Class 19 contains 3813 members 
Mstep: Class 21 contains 61359 members 
Mstep: Class 23 contains 11460 members 
Mstep: Class 24 contains 173524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138136528.000000 Penalty: 138816.156250
Iteration 21Q: 18 clusters Score -1.381365e+08 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 3 contains 10228 members 
Mstep: Class 5 contains 4358 members 
Mstep: Class 6 contains 5700 members 
Mstep: Class 7 contains 140769 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 48287 members 
Mstep: Class 11 contains 3855 members 
Mstep: Class 12 contains 38563 members 
Mstep: Class 13 contains 40694 members 
Mstep: Class 14 contains 53009 members 
Mstep: Class 15 contains 2781 members 
Mstep: Class 17 contains 9691 members 
Mstep: Class 19 contains 3789 members 
Mstep: Class 21 contains 61040 members 
Mstep: Class 23 contains 11844 members 
Mstep: Class 24 contains 174909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138138176.000000 Penalty: 138816.156250
Iteration 22Q: 18 clusters Score -1.381382e+08 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 3 contains 10238 members 
Mstep: Class 5 contains 4122 members 
Mstep: Class 6 contains 5967 members 
Mstep: Class 7 contains 140314 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 48388 members 
Mstep: Class 11 contains 3858 members 
Mstep: Class 12 contains 38571 members 
Mstep: Class 13 contains 39668 members 
Mstep: Class 14 contains 53021 members 
Mstep: Class 15 contains 2779 members 
Mstep: Class 17 contains 9684 members 
Mstep: Class 19 contains 3771 members 
Mstep: Class 21 contains 60737 members 
Mstep: Class 23 contains 12312 members 
Mstep: Class 24 contains 175953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138138880.000000 Penalty: 138816.156250
Iteration 23Q: 18 clusters Score -1.381389e+08 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 3 contains 10246 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 6322 members 
Mstep: Class 7 contains 139840 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 48470 members 
Mstep: Class 11 contains 3858 members 
Mstep: Class 12 contains 38581 members 
Mstep: Class 13 contains 38814 members 
Mstep: Class 14 contains 53034 members 
Mstep: Class 15 contains 2778 members 
Mstep: Class 17 contains 9660 members 
Mstep: Class 19 contains 3745 members 
Mstep: Class 21 contains 60421 members 
Mstep: Class 23 contains 12941 members 
Mstep: Class 24 contains 176739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138140400.000000 Penalty: 138816.156250
Iteration 24Q: 18 clusters Score -1.381404e+08 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 3 contains 10245 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 6704 members 
Mstep: Class 7 contains 139347 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 48555 members 
Mstep: Class 11 contains 3855 members 
Mstep: Class 12 contains 38592 members 
Mstep: Class 13 contains 38084 members 
Mstep: Class 14 contains 53047 members 
Mstep: Class 15 contains 2778 members 
Mstep: Class 17 contains 9664 members 
Mstep: Class 19 contains 3734 members 
Mstep: Class 21 contains 60056 members 
Mstep: Class 23 contains 13684 members 
Mstep: Class 24 contains 177440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138142128.000000 Penalty: 138816.156250
Iteration 25Q: 18 clusters Score -1.381421e+08 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 3 contains 10243 members 
Mstep: Class 5 contains 2823 members 
Mstep: Class 6 contains 7096 members 
Mstep: Class 7 contains 138900 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 48612 members 
Mstep: Class 11 contains 3852 members 
Mstep: Class 12 contains 38592 members 
Mstep: Class 13 contains 37501 members 
Mstep: Class 14 contains 53064 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 17 contains 9685 members 
Mstep: Class 19 contains 3729 members 
Mstep: Class 21 contains 59640 members 
Mstep: Class 23 contains 14554 members 
Mstep: Class 24 contains 177922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138143600.000000 Penalty: 138816.156250
Iteration 26Q: 18 clusters Score -1.381436e+08 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 3 contains 10248 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 7475 members 
Mstep: Class 7 contains 138399 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 48653 members 
Mstep: Class 11 contains 3845 members 
Mstep: Class 12 contains 38598 members 
Mstep: Class 13 contains 37015 members 
Mstep: Class 14 contains 53075 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 17 contains 9712 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 21 contains 59240 members 
Mstep: Class 23 contains 15460 members 
Mstep: Class 24 contains 178353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138145632.000000 Penalty: 138816.156250
Iteration 27Q: 18 clusters Score -1.381456e+08 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 3 contains 10254 members 
Mstep: Class 5 contains 1733 members 
Mstep: Class 6 contains 7851 members 
Mstep: Class 7 contains 137870 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 48691 members 
Mstep: Class 11 contains 3850 members 
Mstep: Class 12 contains 38600 members 
Mstep: Class 13 contains 36584 members 
Mstep: Class 14 contains 53083 members 
Mstep: Class 15 contains 2772 members 
Mstep: Class 17 contains 9736 members 
Mstep: Class 19 contains 3675 members 
Mstep: Class 21 contains 58846 members 
Mstep: Class 23 contains 16352 members 
Mstep: Class 24 contains 178706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138148000.000000 Penalty: 138816.156250
Iteration 28Q: 18 clusters Score -1.38148e+08 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 3 contains 10256 members 
Mstep: Class 5 contains 1347 members 
Mstep: Class 6 contains 8189 members 
Mstep: Class 7 contains 137347 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 48726 members 
Mstep: Class 11 contains 3869 members 
Mstep: Class 12 contains 38604 members 
Mstep: Class 13 contains 36207 members 
Mstep: Class 14 contains 53086 members 
Mstep: Class 15 contains 2771 members 
Mstep: Class 17 contains 9772 members 
Mstep: Class 19 contains 3613 members 
Mstep: Class 21 contains 58467 members 
Mstep: Class 23 contains 17053 members 
Mstep: Class 24 contains 179089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138149632.000000 Penalty: 138816.156250
Iteration 29Q: 18 clusters Score -1.381496e+08 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 3 contains 10268 members 
Mstep: Class 5 contains 1120 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 136813 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 48735 members 
Mstep: Class 11 contains 3876 members 
Mstep: Class 12 contains 38606 members 
Mstep: Class 13 contains 35895 members 
Mstep: Class 14 contains 53099 members 
Mstep: Class 15 contains 2770 members 
Mstep: Class 17 contains 9831 members 
Mstep: Class 19 contains 3538 members 
Mstep: Class 21 contains 58114 members 
Mstep: Class 23 contains 17602 members 
Mstep: Class 24 contains 179429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138151216.000000 Penalty: 138816.156250
Iteration 30Q: 18 clusters Score -1.381512e+08 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 3 contains 10273 members 
Mstep: Class 5 contains 1033 members 
Mstep: Class 6 contains 8809 members 
Mstep: Class 7 contains 136308 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 48756 members 
Mstep: Class 11 contains 3873 members 
Mstep: Class 12 contains 38613 members 
Mstep: Class 13 contains 35609 members 
Mstep: Class 14 contains 53108 members 
Mstep: Class 15 contains 2770 members 
Mstep: Class 17 contains 9884 members 
Mstep: Class 19 contains 3478 members 
Mstep: Class 21 contains 57811 members 
Mstep: Class 23 contains 17982 members 
Mstep: Class 24 contains 179714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138152640.000000 Penalty: 138816.156250
Iteration 31Q: 18 clusters Score -1.381526e+08 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 3 contains 10287 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 9088 members 
Mstep: Class 7 contains 135916 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 48758 members 
Mstep: Class 11 contains 3874 members 
Mstep: Class 12 contains 38614 members 
Mstep: Class 13 contains 35382 members 
Mstep: Class 14 contains 53107 members 
Mstep: Class 15 contains 2770 members 
Mstep: Class 17 contains 9929 members 
Mstep: Class 19 contains 3424 members 
Mstep: Class 21 contains 57521 members 
Mstep: Class 23 contains 18245 members 
Mstep: Class 24 contains 179938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138153760.000000 Penalty: 138816.156250
Iteration 32Q: 18 clusters Score -1.381538e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 3 contains 10285 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 9356 members 
Mstep: Class 7 contains 135568 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 48758 members 
Mstep: Class 11 contains 3879 members 
Mstep: Class 12 contains 38621 members 
Mstep: Class 13 contains 35222 members 
Mstep: Class 14 contains 53109 members 
Mstep: Class 15 contains 2770 members 
Mstep: Class 17 contains 9950 members 
Mstep: Class 19 contains 3370 members 
Mstep: Class 21 contains 57245 members 
Mstep: Class 23 contains 18490 members 
Mstep: Class 24 contains 180094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138154304.000000 Penalty: 138816.156250
Iteration 33Q: 18 clusters Score -1.381543e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 3 contains 10283 members 
Mstep: Class 5 contains 1012 members 
Mstep: Class 6 contains 9574 members 
Mstep: Class 7 contains 135263 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 48742 members 
Mstep: Class 11 contains 3877 members 
Mstep: Class 12 contains 38624 members 
Mstep: Class 13 contains 35107 members 
Mstep: Class 14 contains 53116 members 
Mstep: Class 15 contains 2769 members 
Mstep: Class 17 contains 9975 members 
Mstep: Class 19 contains 3335 members 
Mstep: Class 21 contains 56983 members 
Mstep: Class 23 contains 18761 members 
Mstep: Class 24 contains 180216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138154720.000000 Penalty: 138816.156250
Iteration 34Q: 18 clusters Score -1.381547e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 3 contains 10279 members 
Mstep: Class 5 contains 1012 members 
Mstep: Class 6 contains 9766 members 
Mstep: Class 7 contains 135020 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 48725 members 
Mstep: Class 11 contains 3879 members 
Mstep: Class 12 contains 38631 members 
Mstep: Class 13 contains 35011 members 
Mstep: Class 14 contains 53120 members 
Mstep: Class 15 contains 2769 members 
Mstep: Class 17 contains 9988 members 
Mstep: Class 19 contains 3308 members 
Mstep: Class 21 contains 56714 members 
Mstep: Class 23 contains 19050 members 
Mstep: Class 24 contains 180271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138155504.000000 Penalty: 138816.156250
Iteration 35Q: 18 clusters Score -1.381555e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 3 contains 10278 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 9944 members 
Mstep: Class 7 contains 134817 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 48695 members 
Mstep: Class 11 contains 3871 members 
Mstep: Class 12 contains 38640 members 
Mstep: Class 13 contains 34921 members 
Mstep: Class 14 contains 53120 members 
Mstep: Class 15 contains 2769 members 
Mstep: Class 17 contains 10014 members 
Mstep: Class 19 contains 3283 members 
Mstep: Class 21 contains 56393 members 
Mstep: Class 23 contains 19410 members 
Mstep: Class 24 contains 180311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138156032.000000 Penalty: 138816.156250
Iteration 36Q: 18 clusters Score -1.38156e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 3 contains 10281 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 10058 members 
Mstep: Class 7 contains 134660 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 48664 members 
Mstep: Class 11 contains 3864 members 
Mstep: Class 12 contains 38641 members 
Mstep: Class 13 contains 34839 members 
Mstep: Class 14 contains 53121 members 
Mstep: Class 15 contains 2769 members 
Mstep: Class 17 contains 10021 members 
Mstep: Class 19 contains 3263 members 
Mstep: Class 21 contains 55983 members 
Mstep: Class 23 contains 19879 members 
Mstep: Class 24 contains 180361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138156528.000000 Penalty: 138816.156250
Iteration 37Q: 18 clusters Score -1.381565e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 3 contains 10292 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 10136 members 
Mstep: Class 7 contains 134530 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 48638 members 
Mstep: Class 11 contains 3862 members 
Mstep: Class 12 contains 38644 members 
Mstep: Class 13 contains 34773 members 
Mstep: Class 14 contains 53124 members 
Mstep: Class 15 contains 2769 members 
Mstep: Class 17 contains 10026 members 
Mstep: Class 19 contains 3251 members 
Mstep: Class 21 contains 55464 members 
Mstep: Class 23 contains 20452 members 
Mstep: Class 24 contains 180391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138156896.000000 Penalty: 138816.156250
Iteration 38Q: 18 clusters Score -1.381569e+08 nChanged 1437
Entering ConstructFrom: 
Score: -138156896.000000 Penalty: 138816.156250
Entering ConstructFrom: 
Trying to split cluster 1 (6644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Entering Unmasked Estep 
Score: -1460594.000000 Penalty: 5390.900391
	Iteration 0F: 2 clusters Score -1460594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1452530.625000 Penalty: 10781.800781
	Iteration 0F: 3 clusters Score -1452531 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1454114.750000 Penalty: 10781.800781
	Iteration 1F: 3 clusters Score -1454115 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1454537.000000 Penalty: 10781.800781
	Iteration 2F: 3 clusters Score -1454537 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1454813.250000 Penalty: 10781.800781
	Iteration 3Q: 3 clusters Score -1454813 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1455027.500000 Penalty: 10781.800781
	Iteration 4Q: 3 clusters Score -1455028 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1455187.125000 Penalty: 10781.800781
	Iteration 5Q: 3 clusters Score -1455187 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1455329.500000 Penalty: 10781.800781
	Iteration 6Q: 3 clusters Score -1455330 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1455449.875000 Penalty: 10781.800781
	Iteration 7Q: 3 clusters Score -1455450 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1455585.250000 Penalty: 10781.800781
	Iteration 8Q: 3 clusters Score -1455585 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1455726.750000 Penalty: 10781.800781
	Iteration 9Q: 3 clusters Score -1455727 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1455867.625000 Penalty: 10781.800781
	Iteration 10Q: 3 clusters Score -1455868 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1455978.125000 Penalty: 10781.800781
	Iteration 11Q: 3 clusters Score -1455978 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1456111.000000 Penalty: 10781.800781
	Iteration 12Q: 3 clusters Score -1456111 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1456245.500000 Penalty: 10781.800781
	Iteration 13Q: 3 clusters Score -1456246 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1456379.875000 Penalty: 10781.800781
	Iteration 14Q: 3 clusters Score -1456380 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1456511.625000 Penalty: 10781.800781
	Iteration 15Q: 3 clusters Score -1456512 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1456635.250000 Penalty: 10781.800781
	Iteration 16Q: 3 clusters Score -1456635 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1456734.750000 Penalty: 10781.800781
	Iteration 17Q: 3 clusters Score -1456735 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1456820.250000 Penalty: 10781.800781
	Iteration 18Q: 3 clusters Score -1456820 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1456896.500000 Penalty: 10781.800781
	Iteration 19Q: 3 clusters Score -1456896 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1456977.625000 Penalty: 10781.800781
	Iteration 20F: 3 clusters Score -1456978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1457055.625000 Penalty: 10781.800781
	Iteration 21Q: 3 clusters Score -1457056 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1457096.625000 Penalty: 10781.800781
	Iteration 22Q: 3 clusters Score -1457097 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1457128.625000 Penalty: 10781.800781
	Iteration 23Q: 3 clusters Score -1457129 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1457157.375000 Penalty: 10781.800781
	Iteration 24Q: 3 clusters Score -1457157 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1457177.875000 Penalty: 10781.800781
	Iteration 25Q: 3 clusters Score -1457178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1457191.875000 Penalty: 10781.800781
	Iteration 26Q: 3 clusters Score -1457192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1457200.625000 Penalty: 10781.800781
	Iteration 27Q: 3 clusters Score -1457201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1457206.500000 Penalty: 10781.800781
	Iteration 28Q: 3 clusters Score -1457206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1457219.875000 Penalty: 10781.800781
	Iteration 29Q: 3 clusters Score -1457220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1457231.500000 Penalty: 10781.800781
	Iteration 30Q: 3 clusters Score -1457232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1457243.500000 Penalty: 10781.800781
	Iteration 31Q: 3 clusters Score -1457244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1457250.500000 Penalty: 10781.800781
	Iteration 32Q: 3 clusters Score -1457250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1457253.500000 Penalty: 10781.800781
	Iteration 33Q: 3 clusters Score -1457254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1457258.500000 Penalty: 10781.800781
	Iteration 34Q: 3 clusters Score -1457258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1457260.750000 Penalty: 10781.800781
	Iteration 35Q: 3 clusters Score -1457261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1457260.625000 Penalty: 10781.800781
	Iteration 36Q: 3 clusters Score -1457261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1457260.625000 Penalty: 10781.800781
	Iteration 37F: 3 clusters Score -1457261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Entering Unmasked Estep 
Score: -2360251.750000 Penalty: 5659.854492
	Iteration 0F: 2 clusters Score -2360252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2349784.750000 Penalty: 11319.708984
	Iteration 0F: 3 clusters Score -2349785 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2351986.250000 Penalty: 11319.708984
	Iteration 1F: 3 clusters Score -2351986 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2352457.500000 Penalty: 11319.708984
	Iteration 2F: 3 clusters Score -2352458 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2352788.500000 Penalty: 11319.708984
	Iteration 3F: 3 clusters Score -2352788 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2353017.000000 Penalty: 11319.708984
	Iteration 4Q: 3 clusters Score -2353017 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2353200.250000 Penalty: 11319.708984
	Iteration 5Q: 3 clusters Score -2353200 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2353377.500000 Penalty: 11319.708984
	Iteration 6Q: 3 clusters Score -2353378 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2353542.750000 Penalty: 11319.708984
	Iteration 7Q: 3 clusters Score -2353543 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2353730.750000 Penalty: 11319.708984
	Iteration 8Q: 3 clusters Score -2353731 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2353925.000000 Penalty: 11319.708984
	Iteration 9Q: 3 clusters Score -2353925 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2354160.750000 Penalty: 11319.708984
	Iteration 10Q: 3 clusters Score -2354161 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2354440.500000 Penalty: 11319.708984
	Iteration 11Q: 3 clusters Score -2354440 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2354733.000000 Penalty: 11319.708984
	Iteration 12Q: 3 clusters Score -2354733 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2354985.500000 Penalty: 11319.708984
	Iteration 13Q: 3 clusters Score -2354986 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2355211.000000 Penalty: 11319.708984
	Iteration 14Q: 3 clusters Score -2355211 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2355426.250000 Penalty: 11319.708984
	Iteration 15Q: 3 clusters Score -2355426 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2355595.250000 Penalty: 11319.708984
	Iteration 16Q: 3 clusters Score -2355595 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2355763.000000 Penalty: 11319.708984
	Iteration 17Q: 3 clusters Score -2355763 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2355895.750000 Penalty: 11319.708984
	Iteration 18Q: 3 clusters Score -2355896 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2356023.750000 Penalty: 11319.708984
	Iteration 19Q: 3 clusters Score -2356024 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2356132.000000 Penalty: 11319.708984
	Iteration 20F: 3 clusters Score -2356132 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2356240.500000 Penalty: 11319.708984
	Iteration 21Q: 3 clusters Score -2356240 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2356322.500000 Penalty: 11319.708984
	Iteration 22Q: 3 clusters Score -2356322 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2356403.750000 Penalty: 11319.708984
	Iteration 23Q: 3 clusters Score -2356404 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2356475.250000 Penalty: 11319.708984
	Iteration 24Q: 3 clusters Score -2356475 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2356543.500000 Penalty: 11319.708984
	Iteration 25Q: 3 clusters Score -2356544 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2356625.000000 Penalty: 11319.708984
	Iteration 26Q: 3 clusters Score -2356625 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2356721.750000 Penalty: 11319.708984
	Iteration 27Q: 3 clusters Score -2356722 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2356785.500000 Penalty: 11319.708984
	Iteration 28Q: 3 clusters Score -2356786 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2356845.000000 Penalty: 11319.708984
	Iteration 29Q: 3 clusters Score -2356845 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2356894.750000 Penalty: 11319.708984
	Iteration 30Q: 3 clusters Score -2356895 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2356944.250000 Penalty: 11319.708984
	Iteration 31Q: 3 clusters Score -2356944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2356988.750000 Penalty: 11319.708984
	Iteration 32Q: 3 clusters Score -2356989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2357014.500000 Penalty: 11319.708984
	Iteration 33Q: 3 clusters Score -2357014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2357041.500000 Penalty: 11319.708984
	Iteration 34Q: 3 clusters Score -2357042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2357067.000000 Penalty: 11319.708984
	Iteration 35Q: 3 clusters Score -2357067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2357099.250000 Penalty: 11319.708984
	Iteration 36Q: 3 clusters Score -2357099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2357115.500000 Penalty: 11319.708984
	Iteration 37Q: 3 clusters Score -2357116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2357118.750000 Penalty: 11319.708984
	Iteration 38Q: 3 clusters Score -2357119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2357125.250000 Penalty: 11319.708984
	Iteration 39Q: 3 clusters Score -2357125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2357129.250000 Penalty: 11319.708984
	Iteration 40F: 3 clusters Score -2357129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2357135.250000 Penalty: 11319.708984
	Iteration 41Q: 3 clusters Score -2357135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2357139.250000 Penalty: 11319.708984
	Iteration 42Q: 3 clusters Score -2357139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2357140.500000 Penalty: 11319.708984
	Iteration 43Q: 3 clusters Score -2357140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2357143.500000 Penalty: 11319.708984
	Iteration 44Q: 3 clusters Score -2357144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2357143.750000 Penalty: 11319.708984
	Iteration 45Q: 3 clusters Score -2357144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2357149.500000 Penalty: 11319.708984
	Iteration 46Q: 3 clusters Score -2357150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2357148.250000 Penalty: 11319.708984
	Iteration 47Q: 3 clusters Score -2357148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2357161.250000 Penalty: 11319.708984
	Iteration 48Q: 3 clusters Score -2357161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2357162.250000 Penalty: 11319.708984
	Iteration 49Q: 3 clusters Score -2357162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2357162.250000 Penalty: 11319.708984
	Iteration 50Q: 3 clusters Score -2357162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2357162.500000 Penalty: 11319.708984
	Iteration 51Q: 3 clusters Score -2357162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2357168.000000 Penalty: 11319.708984
	Iteration 52Q: 3 clusters Score -2357168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2357168.750000 Penalty: 11319.708984
	Iteration 53Q: 3 clusters Score -2357169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2357171.750000 Penalty: 11319.708984
	Iteration 54Q: 3 clusters Score -2357172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2357172.500000 Penalty: 11319.708984
	Iteration 55Q: 3 clusters Score -2357172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2357174.000000 Penalty: 11319.708984
	Iteration 56Q: 3 clusters Score -2357174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2357176.000000 Penalty: 11319.708984
	Iteration 57Q: 3 clusters Score -2357176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2357176.000000 Penalty: 11319.708984
	Iteration 58F: 3 clusters Score -2357176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -224010.187500 Penalty: 4239.515625
	Iteration 0F: 2 clusters Score -224010.2 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 502 members 
Entering Unmasked Estep 
Score: -219870.890625 Penalty: 8479.031250
	Iteration 0F: 3 clusters Score -219870.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -220219.140625 Penalty: 8479.031250
	Iteration 1F: 3 clusters Score -220219.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -220348.421875 Penalty: 8479.031250
	Iteration 2Q: 3 clusters Score -220348.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -220412.968750 Penalty: 8479.031250
	Iteration 3Q: 3 clusters Score -220413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -220445.625000 Penalty: 8479.031250
	Iteration 4Q: 3 clusters Score -220445.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -220470.250000 Penalty: 8479.031250
	Iteration 5Q: 3 clusters Score -220470.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -220486.015625 Penalty: 8479.031250
	Iteration 6Q: 3 clusters Score -220486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -220489.937500 Penalty: 8479.031250
	Iteration 7Q: 3 clusters Score -220489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -220492.906250 Penalty: 8479.031250
	Iteration 8Q: 3 clusters Score -220492.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -220494.859375 Penalty: 8479.031250
	Iteration 9Q: 3 clusters Score -220494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -220503.968750 Penalty: 8479.031250
	Iteration 10Q: 3 clusters Score -220504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -220503.968750 Penalty: 8479.031250
	Iteration 11F: 3 clusters Score -220504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Entering Unmasked Estep 
Score: -2339000.000000 Penalty: 5653.643066
	Iteration 0F: 2 clusters Score -2339000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2328701.500000 Penalty: 11307.286133
	Iteration 0F: 3 clusters Score -2328702 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2330781.250000 Penalty: 11307.286133
	Iteration 1F: 3 clusters Score -2330781 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2331241.500000 Penalty: 11307.286133
	Iteration 2F: 3 clusters Score -2331242 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2331506.250000 Penalty: 11307.286133
	Iteration 3Q: 3 clusters Score -2331506 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2331681.250000 Penalty: 11307.286133
	Iteration 4Q: 3 clusters Score -2331681 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2331810.000000 Penalty: 11307.286133
	Iteration 5Q: 3 clusters Score -2331810 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2331924.750000 Penalty: 11307.286133
	Iteration 6Q: 3 clusters Score -2331925 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2332040.250000 Penalty: 11307.286133
	Iteration 7Q: 3 clusters Score -2332040 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2332132.000000 Penalty: 11307.286133
	Iteration 8Q: 3 clusters Score -2332132 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2332224.750000 Penalty: 11307.286133
	Iteration 9Q: 3 clusters Score -2332225 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2332318.500000 Penalty: 11307.286133
	Iteration 10Q: 3 clusters Score -2332318 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2332401.750000 Penalty: 11307.286133
	Iteration 11Q: 3 clusters Score -2332402 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2332489.500000 Penalty: 11307.286133
	Iteration 12Q: 3 clusters Score -2332490 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2332556.250000 Penalty: 11307.286133
	Iteration 13Q: 3 clusters Score -2332556 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2332627.750000 Penalty: 11307.286133
	Iteration 14Q: 3 clusters Score -2332628 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2332690.000000 Penalty: 11307.286133
	Iteration 15Q: 3 clusters Score -2332690 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2332762.500000 Penalty: 11307.286133
	Iteration 16Q: 3 clusters Score -2332762 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2332803.500000 Penalty: 11307.286133
	Iteration 17Q: 3 clusters Score -2332804 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2332858.000000 Penalty: 11307.286133
	Iteration 18Q: 3 clusters Score -2332858 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2332925.000000 Penalty: 11307.286133
	Iteration 19Q: 3 clusters Score -2332925 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2332977.000000 Penalty: 11307.286133
	Iteration 20F: 3 clusters Score -2332977 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2333036.000000 Penalty: 11307.286133
	Iteration 21Q: 3 clusters Score -2333036 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2333082.500000 Penalty: 11307.286133
	Iteration 22Q: 3 clusters Score -2333082 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2333132.500000 Penalty: 11307.286133
	Iteration 23Q: 3 clusters Score -2333132 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2333175.500000 Penalty: 11307.286133
	Iteration 24Q: 3 clusters Score -2333176 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2333215.250000 Penalty: 11307.286133
	Iteration 25Q: 3 clusters Score -2333215 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2333272.250000 Penalty: 11307.286133
	Iteration 26Q: 3 clusters Score -2333272 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2333307.750000 Penalty: 11307.286133
	Iteration 27Q: 3 clusters Score -2333308 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2333363.750000 Penalty: 11307.286133
	Iteration 28Q: 3 clusters Score -2333364 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2333414.250000 Penalty: 11307.286133
	Iteration 29Q: 3 clusters Score -2333414 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2333472.250000 Penalty: 11307.286133
	Iteration 30Q: 3 clusters Score -2333472 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2333511.000000 Penalty: 11307.286133
	Iteration 31Q: 3 clusters Score -2333511 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2333553.250000 Penalty: 11307.286133
	Iteration 32Q: 3 clusters Score -2333553 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2333611.750000 Penalty: 11307.286133
	Iteration 33Q: 3 clusters Score -2333612 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2333654.750000 Penalty: 11307.286133
	Iteration 34Q: 3 clusters Score -2333655 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2333704.000000 Penalty: 11307.286133
	Iteration 35Q: 3 clusters Score -2333704 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2333743.250000 Penalty: 11307.286133
	Iteration 36Q: 3 clusters Score -2333743 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2333789.250000 Penalty: 11307.286133
	Iteration 37Q: 3 clusters Score -2333789 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2333825.250000 Penalty: 11307.286133
	Iteration 38Q: 3 clusters Score -2333825 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2333851.500000 Penalty: 11307.286133
	Iteration 39Q: 3 clusters Score -2333852 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2333889.000000 Penalty: 11307.286133
	Iteration 40F: 3 clusters Score -2333889 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2333921.250000 Penalty: 11307.286133
	Iteration 41Q: 3 clusters Score -2333921 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2333946.000000 Penalty: 11307.286133
	Iteration 42Q: 3 clusters Score -2333946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2333964.500000 Penalty: 11307.286133
	Iteration 43Q: 3 clusters Score -2333964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2333988.250000 Penalty: 11307.286133
	Iteration 44Q: 3 clusters Score -2333988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2333998.000000 Penalty: 11307.286133
	Iteration 45Q: 3 clusters Score -2333998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2334009.750000 Penalty: 11307.286133
	Iteration 46Q: 3 clusters Score -2334010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2334024.500000 Penalty: 11307.286133
	Iteration 47Q: 3 clusters Score -2334024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2334026.500000 Penalty: 11307.286133
	Iteration 48Q: 3 clusters Score -2334026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2334042.500000 Penalty: 11307.286133
	Iteration 49Q: 3 clusters Score -2334042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2334046.750000 Penalty: 11307.286133
	Iteration 50Q: 3 clusters Score -2334047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2334052.000000 Penalty: 11307.286133
	Iteration 51Q: 3 clusters Score -2334052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2334054.000000 Penalty: 11307.286133
	Iteration 52Q: 3 clusters Score -2334054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2334058.000000 Penalty: 11307.286133
	Iteration 53Q: 3 clusters Score -2334058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2334069.000000 Penalty: 11307.286133
	Iteration 54Q: 3 clusters Score -2334069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2334069.000000 Penalty: 11307.286133
	Iteration 55Q: 3 clusters Score -2334069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2334071.250000 Penalty: 11307.286133
	Iteration 56Q: 3 clusters Score -2334071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2334078.250000 Penalty: 11307.286133
	Iteration 57Q: 3 clusters Score -2334078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2334078.750000 Penalty: 11307.286133
	Iteration 58Q: 3 clusters Score -2334079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2334083.750000 Penalty: 11307.286133
	Iteration 59Q: 3 clusters Score -2334084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2334092.000000 Penalty: 11307.286133
	Iteration 60F: 3 clusters Score -2334092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2334102.000000 Penalty: 11307.286133
	Iteration 61Q: 3 clusters Score -2334102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2334105.000000 Penalty: 11307.286133
	Iteration 62Q: 3 clusters Score -2334105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2334106.250000 Penalty: 11307.286133
	Iteration 63Q: 3 clusters Score -2334106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2334114.000000 Penalty: 11307.286133
	Iteration 64Q: 3 clusters Score -2334114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2334115.500000 Penalty: 11307.286133
	Iteration 65Q: 3 clusters Score -2334116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2334117.500000 Penalty: 11307.286133
	Iteration 66Q: 3 clusters Score -2334118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2334117.750000 Penalty: 11307.286133
	Iteration 67Q: 3 clusters Score -2334118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2334120.250000 Penalty: 11307.286133
	Iteration 68Q: 3 clusters Score -2334120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2334122.250000 Penalty: 11307.286133
	Iteration 69Q: 3 clusters Score -2334122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2334124.750000 Penalty: 11307.286133
	Iteration 70Q: 3 clusters Score -2334125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2334123.250000 Penalty: 11307.286133
	Iteration 71Q: 3 clusters Score -2334123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2334125.250000 Penalty: 11307.286133
	Iteration 72Q: 3 clusters Score -2334125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2334125.250000 Penalty: 11307.286133
	Iteration 73F: 3 clusters Score -2334125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (134412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134412 members 
Entering Unmasked Estep 
Score: -30843450.000000 Penalty: 7232.807617
	Iteration 0F: 2 clusters Score -3.084345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67489 members 
Mstep: Class 2 contains 66923 members 
Entering Unmasked Estep 
Score: -30754290.000000 Penalty: 14465.615234
	Iteration 0F: 3 clusters Score -3.075429e+07 nChanged 62024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69963 members 
Mstep: Class 2 contains 64449 members 
Entering Unmasked Estep 
Score: -30790690.000000 Penalty: 14465.615234
	Iteration 1F: 3 clusters Score -3.079069e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72211 members 
Mstep: Class 2 contains 62201 members 
Entering Unmasked Estep 
Score: -30795886.000000 Penalty: 14465.615234
	Iteration 2F: 3 clusters Score -3.079589e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76724 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -30804126.000000 Penalty: 14465.615234
	Iteration 3F: 3 clusters Score -3.080413e+07 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84100 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -30815376.000000 Penalty: 14465.615234
	Iteration 4F: 3 clusters Score -3.081538e+07 nChanged 12274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92222 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -30829486.000000 Penalty: 14465.615234
	Iteration 5F: 3 clusters Score -3.082949e+07 nChanged 10029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97765 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -30840074.000000 Penalty: 14465.615234
	Iteration 6F: 3 clusters Score -3.084007e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100850 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -30846170.000000 Penalty: 14465.615234
	Iteration 7F: 3 clusters Score -3.084617e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102524 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -30848902.000000 Penalty: 14465.615234
	Iteration 8Q: 3 clusters Score -3.08489e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103742 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -30850276.000000 Penalty: 14465.615234
	Iteration 9Q: 3 clusters Score -3.085028e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104768 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -30851304.000000 Penalty: 14465.615234
	Iteration 10Q: 3 clusters Score -3.08513e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105720 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -30851932.000000 Penalty: 14465.615234
	Iteration 11Q: 3 clusters Score -3.085193e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106579 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -30852418.000000 Penalty: 14465.615234
	Iteration 12Q: 3 clusters Score -3.085242e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107424 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -30852882.000000 Penalty: 14465.615234
	Iteration 13Q: 3 clusters Score -3.085288e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108218 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -30853158.000000 Penalty: 14465.615234
	Iteration 14Q: 3 clusters Score -3.085316e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108892 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -30853292.000000 Penalty: 14465.615234
	Iteration 15Q: 3 clusters Score -3.085329e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109444 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -30853446.000000 Penalty: 14465.615234
	Iteration 16Q: 3 clusters Score -3.085345e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109964 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -30853554.000000 Penalty: 14465.615234
	Iteration 17Q: 3 clusters Score -3.085355e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110417 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -30853588.000000 Penalty: 14465.615234
	Iteration 18Q: 3 clusters Score -3.085359e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110820 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -30853648.000000 Penalty: 14465.615234
	Iteration 19Q: 3 clusters Score -3.085365e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111168 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -30853660.000000 Penalty: 14465.615234
	Iteration 20F: 3 clusters Score -3.085366e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111486 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -30853820.000000 Penalty: 14465.615234
	Iteration 21Q: 3 clusters Score -3.085382e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111825 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -30853860.000000 Penalty: 14465.615234
	Iteration 22Q: 3 clusters Score -3.085386e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112127 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -30853852.000000 Penalty: 14465.615234
	Iteration 23Q: 3 clusters Score -3.085385e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112409 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -30853950.000000 Penalty: 14465.615234
	Iteration 24Q: 3 clusters Score -3.085395e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112680 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -30854030.000000 Penalty: 14465.615234
	Iteration 25Q: 3 clusters Score -3.085403e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112959 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -30854182.000000 Penalty: 14465.615234
	Iteration 26Q: 3 clusters Score -3.085418e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113244 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -30854216.000000 Penalty: 14465.615234
	Iteration 27Q: 3 clusters Score -3.085422e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113549 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -30854304.000000 Penalty: 14465.615234
	Iteration 28Q: 3 clusters Score -3.08543e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113851 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -30854366.000000 Penalty: 14465.615234
	Iteration 29Q: 3 clusters Score -3.085437e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114131 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -30854432.000000 Penalty: 14465.615234
	Iteration 30Q: 3 clusters Score -3.085443e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114384 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -30854490.000000 Penalty: 14465.615234
	Iteration 31Q: 3 clusters Score -3.085449e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114614 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -30854602.000000 Penalty: 14465.615234
	Iteration 32Q: 3 clusters Score -3.08546e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114854 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -30854594.000000 Penalty: 14465.615234
	Iteration 33Q: 3 clusters Score -3.085459e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115092 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -30854614.000000 Penalty: 14465.615234
	Iteration 34Q: 3 clusters Score -3.085461e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115312 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -30854648.000000 Penalty: 14465.615234
	Iteration 35Q: 3 clusters Score -3.085465e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115529 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -30854658.000000 Penalty: 14465.615234
	Iteration 36Q: 3 clusters Score -3.085466e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115749 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -30854762.000000 Penalty: 14465.615234
	Iteration 37Q: 3 clusters Score -3.085476e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115934 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -30854700.000000 Penalty: 14465.615234
	Iteration 38Q: 3 clusters Score -3.08547e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116112 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -30854718.000000 Penalty: 14465.615234
	Iteration 39Q: 3 clusters Score -3.085472e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116284 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -30854704.000000 Penalty: 14465.615234
	Iteration 40F: 3 clusters Score -3.08547e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116443 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -30854704.000000 Penalty: 14465.615234
	Iteration 41Q: 3 clusters Score -3.08547e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116574 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -30854698.000000 Penalty: 14465.615234
	Iteration 42Q: 3 clusters Score -3.08547e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116710 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -30854678.000000 Penalty: 14465.615234
	Iteration 43Q: 3 clusters Score -3.085468e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116826 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -30854734.000000 Penalty: 14465.615234
	Iteration 44Q: 3 clusters Score -3.085473e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116923 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -30854746.000000 Penalty: 14465.615234
	Iteration 45Q: 3 clusters Score -3.085475e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117017 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -30854736.000000 Penalty: 14465.615234
	Iteration 46Q: 3 clusters Score -3.085474e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117085 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -30854772.000000 Penalty: 14465.615234
	Iteration 47Q: 3 clusters Score -3.085477e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117145 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -30854778.000000 Penalty: 14465.615234
	Iteration 48Q: 3 clusters Score -3.085478e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117200 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -30854776.000000 Penalty: 14465.615234
	Iteration 49Q: 3 clusters Score -3.085478e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117246 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -30854732.000000 Penalty: 14465.615234
	Iteration 50Q: 3 clusters Score -3.085473e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117288 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -30854740.000000 Penalty: 14465.615234
	Iteration 51Q: 3 clusters Score -3.085474e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117324 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -30854740.000000 Penalty: 14465.615234
	Iteration 52Q: 3 clusters Score -3.085474e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117353 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -30854718.000000 Penalty: 14465.615234
	Iteration 53Q: 3 clusters Score -3.085472e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117375 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -30854726.000000 Penalty: 14465.615234
	Iteration 54Q: 3 clusters Score -3.085473e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117390 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -30854726.000000 Penalty: 14465.615234
	Iteration 55Q: 3 clusters Score -3.085473e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117407 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -30854744.000000 Penalty: 14465.615234
	Iteration 56Q: 3 clusters Score -3.085474e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117423 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -30854740.000000 Penalty: 14465.615234
	Iteration 57Q: 3 clusters Score -3.085474e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117435 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -30854736.000000 Penalty: 14465.615234
	Iteration 58Q: 3 clusters Score -3.085474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117442 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -30854730.000000 Penalty: 14465.615234
	Iteration 59Q: 3 clusters Score -3.085473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117445 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -30854736.000000 Penalty: 14465.615234
	Iteration 60F: 3 clusters Score -3.085474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117449 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -30854754.000000 Penalty: 14465.615234
	Iteration 61Q: 3 clusters Score -3.085475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117453 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -30854738.000000 Penalty: 14465.615234
	Iteration 62Q: 3 clusters Score -3.085474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117453 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -30854724.000000 Penalty: 14465.615234
	Iteration 63Q: 3 clusters Score -3.085472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117455 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -30854732.000000 Penalty: 14465.615234
	Iteration 64Q: 3 clusters Score -3.085473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117460 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -30854756.000000 Penalty: 14465.615234
	Iteration 65Q: 3 clusters Score -3.085476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117462 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -30854748.000000 Penalty: 14465.615234
	Iteration 66Q: 3 clusters Score -3.085475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117466 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -30854778.000000 Penalty: 14465.615234
	Iteration 67Q: 3 clusters Score -3.085478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117469 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -30854774.000000 Penalty: 14465.615234
	Iteration 68Q: 3 clusters Score -3.085477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117474 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -30854782.000000 Penalty: 14465.615234
	Iteration 69Q: 3 clusters Score -3.085478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117476 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -30854768.000000 Penalty: 14465.615234
	Iteration 70Q: 3 clusters Score -3.085477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117481 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -30854754.000000 Penalty: 14465.615234
	Iteration 71Q: 3 clusters Score -3.085475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117483 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -30854762.000000 Penalty: 14465.615234
	Iteration 72Q: 3 clusters Score -3.085476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117484 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -30854756.000000 Penalty: 14465.615234
	Iteration 73Q: 3 clusters Score -3.085476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117484 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -30854750.000000 Penalty: 14465.615234
	Iteration 74Q: 3 clusters Score -3.085475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117484 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -30854750.000000 Penalty: 14465.615234
	Iteration 75F: 3 clusters Score -3.085475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 16928 members 
Mstep: Class 3 contains 10307 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 117484 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 48596 members 
Mstep: Class 11 contains 3857 members 
Mstep: Class 12 contains 38648 members 
Mstep: Class 13 contains 34729 members 
Mstep: Class 14 contains 53124 members 
Mstep: Class 15 contains 2769 members 
Mstep: Class 17 contains 10040 members 
Mstep: Class 19 contains 3236 members 
Mstep: Class 21 contains 54834 members 
Mstep: Class 23 contains 21161 members 
Mstep: Class 24 contains 180396 members 
Entering Unmasked Estep 
Score: -138168064.000000 Penalty: 146981.812500
Splitting cluster 7 changes total score from -138156896.000000 to -138168064.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 8 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -362159.843750 Penalty: 4709.179199
	Iteration 0F: 2 clusters Score -362159.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -357830.968750 Penalty: 9418.358398
	Iteration 0F: 3 clusters Score -357831 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -363452.875000 Penalty: 9418.358398
	Iteration 1F: 3 clusters Score -363452.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -376997.468750 Penalty: 9418.358398
	Iteration 2F: 3 clusters Score -376997.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -386277.187500 Penalty: 9418.358398
	Iteration 3F: 3 clusters Score -386277.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -392764.937500 Penalty: 9418.358398
	Iteration 4Q: 3 clusters Score -392764.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -394271.000000 Penalty: 9418.358398
	Iteration 5Q: 3 clusters Score -394271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -394581.375000 Penalty: 9418.358398
	Iteration 6Q: 3 clusters Score -394581.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -394672.093750 Penalty: 9418.358398
	Iteration 7Q: 3 clusters Score -394672.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -394672.093750 Penalty: 9418.358398
	Iteration 8F: 3 clusters Score -394672.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 16928 members 
Mstep: Class 3 contains 10307 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 117484 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 48596 members 
Mstep: Class 11 contains 3857 members 
Mstep: Class 12 contains 38648 members 
Mstep: Class 13 contains 34729 members 
Mstep: Class 14 contains 53124 members 
Mstep: Class 15 contains 2769 members 
Mstep: Class 17 contains 10040 members 
Mstep: Class 19 contains 3236 members 
Mstep: Class 21 contains 54834 members 
Mstep: Class 23 contains 21161 members 
Mstep: Class 24 contains 180396 members 
Entering Unmasked Estep 
Score: -138197440.000000 Penalty: 155147.468750
Splitting cluster 8 changes total score from -138156896.000000 to -138197440.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 9 (48596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Entering Unmasked Estep 
Score: -11019496.000000 Penalty: 6609.669434
	Iteration 0F: 2 clusters Score -1.10195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -10984850.000000 Penalty: 13219.338867
	Iteration 0F: 3 clusters Score -1.098485e+07 nChanged 21238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -10996318.000000 Penalty: 13219.338867
	Iteration 1F: 3 clusters Score -1.099632e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -10997401.000000 Penalty: 13219.338867
	Iteration 2F: 3 clusters Score -1.09974e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -10998412.000000 Penalty: 13219.338867
	Iteration 3Q: 3 clusters Score -1.099841e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -10999590.000000 Penalty: 13219.338867
	Iteration 4Q: 3 clusters Score -1.099959e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -11001023.000000 Penalty: 13219.338867
	Iteration 5F: 3 clusters Score -1.100102e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -11002763.000000 Penalty: 13219.338867
	Iteration 6F: 3 clusters Score -1.100276e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -11004748.000000 Penalty: 13219.338867
	Iteration 7F: 3 clusters Score -1.100475e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -11006474.000000 Penalty: 13219.338867
	Iteration 8F: 3 clusters Score -1.100647e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -11007750.000000 Penalty: 13219.338867
	Iteration 9Q: 3 clusters Score -1.100775e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -11008679.000000 Penalty: 13219.338867
	Iteration 10Q: 3 clusters Score -1.100868e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -11009420.000000 Penalty: 13219.338867
	Iteration 11Q: 3 clusters Score -1.100942e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -11010040.000000 Penalty: 13219.338867
	Iteration 12Q: 3 clusters Score -1.101004e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -11010507.000000 Penalty: 13219.338867
	Iteration 13Q: 3 clusters Score -1.101051e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -11010935.000000 Penalty: 13219.338867
	Iteration 14Q: 3 clusters Score -1.101094e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -11011324.000000 Penalty: 13219.338867
	Iteration 15Q: 3 clusters Score -1.101132e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -11011907.000000 Penalty: 13219.338867
	Iteration 16Q: 3 clusters Score -1.101191e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -11012574.000000 Penalty: 13219.338867
	Iteration 17Q: 3 clusters Score -1.101257e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -11013594.000000 Penalty: 13219.338867
	Iteration 18Q: 3 clusters Score -1.101359e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -11015093.000000 Penalty: 13219.338867
	Iteration 19Q: 3 clusters Score -1.101509e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -11016540.000000 Penalty: 13219.338867
	Iteration 20F: 3 clusters Score -1.101654e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -11017323.000000 Penalty: 13219.338867
	Iteration 21Q: 3 clusters Score -1.101732e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -11017569.000000 Penalty: 13219.338867
	Iteration 22Q: 3 clusters Score -1.101757e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -11017743.000000 Penalty: 13219.338867
	Iteration 23Q: 3 clusters Score -1.101774e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -11017760.000000 Penalty: 13219.338867
	Iteration 24Q: 3 clusters Score -1.101776e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -11017836.000000 Penalty: 13219.338867
	Iteration 25Q: 3 clusters Score -1.101784e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -11017910.000000 Penalty: 13219.338867
	Iteration 26Q: 3 clusters Score -1.101791e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -11017888.000000 Penalty: 13219.338867
	Iteration 27Q: 3 clusters Score -1.101789e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -11017890.000000 Penalty: 13219.338867
	Iteration 28Q: 3 clusters Score -1.101789e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -11017944.000000 Penalty: 13219.338867
	Iteration 29Q: 3 clusters Score -1.101794e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -11017917.000000 Penalty: 13219.338867
	Iteration 30Q: 3 clusters Score -1.101792e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -11017936.000000 Penalty: 13219.338867
	Iteration 31Q: 3 clusters Score -1.101794e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -11017955.000000 Penalty: 13219.338867
	Iteration 32Q: 3 clusters Score -1.101796e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -11017949.000000 Penalty: 13219.338867
	Iteration 33Q: 3 clusters Score -1.101795e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -11017960.000000 Penalty: 13219.338867
	Iteration 34Q: 3 clusters Score -1.101796e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -11017959.000000 Penalty: 13219.338867
	Iteration 35Q: 3 clusters Score -1.101796e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -11017947.000000 Penalty: 13219.338867
	Iteration 36Q: 3 clusters Score -1.101795e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -11017948.000000 Penalty: 13219.338867
	Iteration 37Q: 3 clusters Score -1.101795e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -11017943.000000 Penalty: 13219.338867
	Iteration 38Q: 3 clusters Score -1.101794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -11017943.000000 Penalty: 13219.338867
	Iteration 39Q: 3 clusters Score -1.101794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -11017926.000000 Penalty: 13219.338867
	Iteration 40F: 3 clusters Score -1.101793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -11017932.000000 Penalty: 13219.338867
	Iteration 41Q: 3 clusters Score -1.101793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -11017928.000000 Penalty: 13219.338867
	Iteration 42Q: 3 clusters Score -1.101793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -11017930.000000 Penalty: 13219.338867
	Iteration 43Q: 3 clusters Score -1.101793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -11017939.000000 Penalty: 13219.338867
	Iteration 44Q: 3 clusters Score -1.101794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -11017918.000000 Penalty: 13219.338867
	Iteration 45Q: 3 clusters Score -1.101792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -11017933.000000 Penalty: 13219.338867
	Iteration 46Q: 3 clusters Score -1.101793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -11017922.000000 Penalty: 13219.338867
	Iteration 47Q: 3 clusters Score -1.101792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -11017938.000000 Penalty: 13219.338867
	Iteration 48Q: 3 clusters Score -1.101794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -11017942.000000 Penalty: 13219.338867
	Iteration 49Q: 3 clusters Score -1.101794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -11017934.000000 Penalty: 13219.338867
	Iteration 50Q: 3 clusters Score -1.101793e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -11017939.000000 Penalty: 13219.338867
	Iteration 51Q: 3 clusters Score -1.101794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -11017935.000000 Penalty: 13219.338867
	Iteration 52Q: 3 clusters Score -1.101794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -11017938.000000 Penalty: 13219.338867
	Iteration 53Q: 3 clusters Score -1.101794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -11017941.000000 Penalty: 13219.338867
	Iteration 54Q: 3 clusters Score -1.101794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -11017941.000000 Penalty: 13219.338867
	Iteration 55Q: 3 clusters Score -1.101794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -11017960.000000 Penalty: 13219.338867
	Iteration 56Q: 3 clusters Score -1.101796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -11017964.000000 Penalty: 13219.338867
	Iteration 57Q: 3 clusters Score -1.101796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -11017952.000000 Penalty: 13219.338867
	Iteration 58Q: 3 clusters Score -1.101795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -11017948.000000 Penalty: 13219.338867
	Iteration 59Q: 3 clusters Score -1.101795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -11017956.000000 Penalty: 13219.338867
	Iteration 60F: 3 clusters Score -1.101796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -11017949.000000 Penalty: 13219.338867
	Iteration 61Q: 3 clusters Score -1.101795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -11017963.000000 Penalty: 13219.338867
	Iteration 62Q: 3 clusters Score -1.101796e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -11017967.000000 Penalty: 13219.338867
	Iteration 63Q: 3 clusters Score -1.101797e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -11017972.000000 Penalty: 13219.338867
	Iteration 64Q: 3 clusters Score -1.101797e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -11017958.000000 Penalty: 13219.338867
	Iteration 65Q: 3 clusters Score -1.101796e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -11017958.000000 Penalty: 13219.338867
	Iteration 66Q: 3 clusters Score -1.101796e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -11017945.000000 Penalty: 13219.338867
	Iteration 67Q: 3 clusters Score -1.101794e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -11017950.000000 Penalty: 13219.338867
	Iteration 68Q: 3 clusters Score -1.101795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -11017968.000000 Penalty: 13219.338867
	Iteration 69Q: 3 clusters Score -1.101797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -11017963.000000 Penalty: 13219.338867
	Iteration 70Q: 3 clusters Score -1.101796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -11017974.000000 Penalty: 13219.338867
	Iteration 71Q: 3 clusters Score -1.101797e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -11017974.000000 Penalty: 13219.338867
	Iteration 72Q: 3 clusters Score -1.101797e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -11017967.000000 Penalty: 13219.338867
	Iteration 73Q: 3 clusters Score -1.101797e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -11017962.000000 Penalty: 13219.338867
	Iteration 74Q: 3 clusters Score -1.101796e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -11017955.000000 Penalty: 13219.338867
	Iteration 75Q: 3 clusters Score -1.101796e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -11017950.000000 Penalty: 13219.338867
	Iteration 76Q: 3 clusters Score -1.101795e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -11017980.000000 Penalty: 13219.338867
	Iteration 77Q: 3 clusters Score -1.101798e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -11017968.000000 Penalty: 13219.338867
	Iteration 78Q: 3 clusters Score -1.101797e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -11017989.000000 Penalty: 13219.338867
	Iteration 79Q: 3 clusters Score -1.101799e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -11017984.000000 Penalty: 13219.338867
	Iteration 80F: 3 clusters Score -1.101798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -11018002.000000 Penalty: 13219.338867
	Iteration 81Q: 3 clusters Score -1.1018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -11018000.000000 Penalty: 13219.338867
	Iteration 82Q: 3 clusters Score -1.1018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -11017995.000000 Penalty: 13219.338867
	Iteration 83Q: 3 clusters Score -1.1018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -11018004.000000 Penalty: 13219.338867
	Iteration 84Q: 3 clusters Score -1.1018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -11017995.000000 Penalty: 13219.338867
	Iteration 85Q: 3 clusters Score -1.1018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -11017985.000000 Penalty: 13219.338867
	Iteration 86Q: 3 clusters Score -1.101798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -11017987.000000 Penalty: 13219.338867
	Iteration 87Q: 3 clusters Score -1.101799e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -11017988.000000 Penalty: 13219.338867
	Iteration 88Q: 3 clusters Score -1.101799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -11018008.000000 Penalty: 13219.338867
	Iteration 89Q: 3 clusters Score -1.101801e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -11018010.000000 Penalty: 13219.338867
	Iteration 90Q: 3 clusters Score -1.101801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -11017998.000000 Penalty: 13219.338867
	Iteration 91Q: 3 clusters Score -1.1018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -11018003.000000 Penalty: 13219.338867
	Iteration 92Q: 3 clusters Score -1.1018e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -11018021.000000 Penalty: 13219.338867
	Iteration 93Q: 3 clusters Score -1.101802e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -11018014.000000 Penalty: 13219.338867
	Iteration 94Q: 3 clusters Score -1.101801e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -11018033.000000 Penalty: 13219.338867
	Iteration 95Q: 3 clusters Score -1.101803e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -11018052.000000 Penalty: 13219.338867
	Iteration 96Q: 3 clusters Score -1.101805e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -11018046.000000 Penalty: 13219.338867
	Iteration 97Q: 3 clusters Score -1.101805e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -11018048.000000 Penalty: 13219.338867
	Iteration 98Q: 3 clusters Score -1.101805e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -11018054.000000 Penalty: 13219.338867
	Iteration 99Q: 3 clusters Score -1.101805e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -11018053.000000 Penalty: 13219.338867
	Iteration 100F: 3 clusters Score -1.101805e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -11018058.000000 Penalty: 13219.338867
	Iteration 101Q: 3 clusters Score -1.101806e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -11018070.000000 Penalty: 13219.338867
	Iteration 102Q: 3 clusters Score -1.101807e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -11018095.000000 Penalty: 13219.338867
	Iteration 103Q: 3 clusters Score -1.10181e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -11018103.000000 Penalty: 13219.338867
	Iteration 104Q: 3 clusters Score -1.10181e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -11018156.000000 Penalty: 13219.338867
	Iteration 105Q: 3 clusters Score -1.101816e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -11018182.000000 Penalty: 13219.338867
	Iteration 106Q: 3 clusters Score -1.101818e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -11018215.000000 Penalty: 13219.338867
	Iteration 107Q: 3 clusters Score -1.101822e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -11018281.000000 Penalty: 13219.338867
	Iteration 108Q: 3 clusters Score -1.101828e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -11018310.000000 Penalty: 13219.338867
	Iteration 109Q: 3 clusters Score -1.101831e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -11018336.000000 Penalty: 13219.338867
	Iteration 110Q: 3 clusters Score -1.101834e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -11018410.000000 Penalty: 13219.338867
	Iteration 111Q: 3 clusters Score -1.101841e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -11018471.000000 Penalty: 13219.338867
	Iteration 112Q: 3 clusters Score -1.101847e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -11018553.000000 Penalty: 13219.338867
	Iteration 113Q: 3 clusters Score -1.101855e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -11018589.000000 Penalty: 13219.338867
	Iteration 114Q: 3 clusters Score -1.101859e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -11018678.000000 Penalty: 13219.338867
	Iteration 115Q: 3 clusters Score -1.101868e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -11018751.000000 Penalty: 13219.338867
	Iteration 116Q: 3 clusters Score -1.101875e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -11018859.000000 Penalty: 13219.338867
	Iteration 117Q: 3 clusters Score -1.101886e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -11018986.000000 Penalty: 13219.338867
	Iteration 118Q: 3 clusters Score -1.101899e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -11019099.000000 Penalty: 13219.338867
	Iteration 119Q: 3 clusters Score -1.10191e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -11019207.000000 Penalty: 13219.338867
	Iteration 120F: 3 clusters Score -1.101921e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -11019437.000000 Penalty: 13219.338867
	Iteration 121Q: 3 clusters Score -1.101944e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -11019638.000000 Penalty: 13219.338867
	Iteration 122Q: 3 clusters Score -1.101964e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -11019791.000000 Penalty: 13219.338867
	Iteration 123Q: 3 clusters Score -1.101979e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -11019819.000000 Penalty: 13219.338867
	Iteration 124Q: 3 clusters Score -1.101982e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -11019889.000000 Penalty: 13219.338867
	Iteration 125Q: 3 clusters Score -1.101989e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -11019920.000000 Penalty: 13219.338867
	Iteration 126Q: 3 clusters Score -1.101992e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -11019929.000000 Penalty: 13219.338867
	Iteration 127Q: 3 clusters Score -1.101993e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -11019943.000000 Penalty: 13219.338867
	Iteration 128Q: 3 clusters Score -1.101994e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -11019935.000000 Penalty: 13219.338867
	Iteration 129Q: 3 clusters Score -1.101994e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -11019909.000000 Penalty: 13219.338867
	Iteration 130Q: 3 clusters Score -1.101991e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -11019915.000000 Penalty: 13219.338867
	Iteration 131Q: 3 clusters Score -1.101992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -11019921.000000 Penalty: 13219.338867
	Iteration 132Q: 3 clusters Score -1.101992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -11019930.000000 Penalty: 13219.338867
	Iteration 133Q: 3 clusters Score -1.101993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -11019923.000000 Penalty: 13219.338867
	Iteration 134Q: 3 clusters Score -1.101992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -11019928.000000 Penalty: 13219.338867
	Iteration 135Q: 3 clusters Score -1.101993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -11019944.000000 Penalty: 13219.338867
	Iteration 136Q: 3 clusters Score -1.101994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -11019956.000000 Penalty: 13219.338867
	Iteration 137Q: 3 clusters Score -1.101996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -11019957.000000 Penalty: 13219.338867
	Iteration 138Q: 3 clusters Score -1.101996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -11019964.000000 Penalty: 13219.338867
	Iteration 139Q: 3 clusters Score -1.101996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -11019964.000000 Penalty: 13219.338867
	Iteration 140F: 3 clusters Score -1.101996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 16928 members 
Mstep: Class 3 contains 10307 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 117484 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 14791 members 
Mstep: Class 10 contains 33805 members 
Mstep: Class 11 contains 3857 members 
Mstep: Class 12 contains 38648 members 
Mstep: Class 13 contains 34729 members 
Mstep: Class 14 contains 53124 members 
Mstep: Class 15 contains 2769 members 
Mstep: Class 17 contains 10040 members 
Mstep: Class 19 contains 3236 members 
Mstep: Class 21 contains 54834 members 
Mstep: Class 23 contains 21161 members 
Mstep: Class 24 contains 180396 members 
Entering Unmasked Estep 
Score: -138196064.000000 Penalty: 163313.125000
Splitting cluster 9 changes total score from -138156896.000000 to -138196064.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 11 (3857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Entering Unmasked Estep 
Score: -846300.687500 Penalty: 5057.807129
	Iteration 0F: 2 clusters Score -846300.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -839945.375000 Penalty: 10115.614258
	Iteration 0F: 3 clusters Score -839945.4 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -840889.062500 Penalty: 10115.614258
	Iteration 1F: 3 clusters Score -840889.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -841141.937500 Penalty: 10115.614258
	Iteration 2F: 3 clusters Score -841141.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -841275.812500 Penalty: 10115.614258
	Iteration 3Q: 3 clusters Score -841275.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -841359.375000 Penalty: 10115.614258
	Iteration 4Q: 3 clusters Score -841359.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -841427.437500 Penalty: 10115.614258
	Iteration 5Q: 3 clusters Score -841427.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -841487.812500 Penalty: 10115.614258
	Iteration 6Q: 3 clusters Score -841487.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -841535.750000 Penalty: 10115.614258
	Iteration 7Q: 3 clusters Score -841535.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -841561.312500 Penalty: 10115.614258
	Iteration 8Q: 3 clusters Score -841561.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -841586.937500 Penalty: 10115.614258
	Iteration 9Q: 3 clusters Score -841586.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -841598.062500 Penalty: 10115.614258
	Iteration 10Q: 3 clusters Score -841598.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -841612.437500 Penalty: 10115.614258
	Iteration 11Q: 3 clusters Score -841612.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -841628.125000 Penalty: 10115.614258
	Iteration 12Q: 3 clusters Score -841628.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -841647.375000 Penalty: 10115.614258
	Iteration 13Q: 3 clusters Score -841647.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -841657.312500 Penalty: 10115.614258
	Iteration 14Q: 3 clusters Score -841657.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -841661.375000 Penalty: 10115.614258
	Iteration 15Q: 3 clusters Score -841661.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -841666.500000 Penalty: 10115.614258
	Iteration 16Q: 3 clusters Score -841666.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -841667.187500 Penalty: 10115.614258
	Iteration 17Q: 3 clusters Score -841667.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -841672.062500 Penalty: 10115.614258
	Iteration 18Q: 3 clusters Score -841672.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -841673.062500 Penalty: 10115.614258
	Iteration 19Q: 3 clusters Score -841673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -841673.437500 Penalty: 10115.614258
	Iteration 20F: 3 clusters Score -841673.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Entering Unmasked Estep 
Score: -8795185.000000 Penalty: 6469.378418
	Iteration 0F: 2 clusters Score -8795185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -8766677.000000 Penalty: 12938.756836
	Iteration 0F: 3 clusters Score -8766677 nChanged 16754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -8775726.000000 Penalty: 12938.756836
	Iteration 1F: 3 clusters Score -8775726 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -8776759.000000 Penalty: 12938.756836
	Iteration 2F: 3 clusters Score -8776759 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -8777745.000000 Penalty: 12938.756836
	Iteration 3F: 3 clusters Score -8777745 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -8778930.000000 Penalty: 12938.756836
	Iteration 4F: 3 clusters Score -8778930 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -8780464.000000 Penalty: 12938.756836
	Iteration 5F: 3 clusters Score -8780464 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -8782376.000000 Penalty: 12938.756836
	Iteration 6F: 3 clusters Score -8782376 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -8784139.000000 Penalty: 12938.756836
	Iteration 7F: 3 clusters Score -8784139 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -8785613.000000 Penalty: 12938.756836
	Iteration 8F: 3 clusters Score -8785613 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -8786579.000000 Penalty: 12938.756836
	Iteration 9Q: 3 clusters Score -8786579 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -8787223.000000 Penalty: 12938.756836
	Iteration 10Q: 3 clusters Score -8787223 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -8787619.000000 Penalty: 12938.756836
	Iteration 11Q: 3 clusters Score -8787619 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -8787844.000000 Penalty: 12938.756836
	Iteration 12Q: 3 clusters Score -8787844 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -8788086.000000 Penalty: 12938.756836
	Iteration 13Q: 3 clusters Score -8788086 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -8788228.000000 Penalty: 12938.756836
	Iteration 14Q: 3 clusters Score -8788228 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -8788372.000000 Penalty: 12938.756836
	Iteration 15Q: 3 clusters Score -8788372 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -8788529.000000 Penalty: 12938.756836
	Iteration 16Q: 3 clusters Score -8788529 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -8788669.000000 Penalty: 12938.756836
	Iteration 17Q: 3 clusters Score -8788669 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -8788811.000000 Penalty: 12938.756836
	Iteration 18Q: 3 clusters Score -8788811 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -8788935.000000 Penalty: 12938.756836
	Iteration 19Q: 3 clusters Score -8788935 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -8789040.000000 Penalty: 12938.756836
	Iteration 20F: 3 clusters Score -8789040 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -8789125.000000 Penalty: 12938.756836
	Iteration 21Q: 3 clusters Score -8789125 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -8789182.000000 Penalty: 12938.756836
	Iteration 22Q: 3 clusters Score -8789182 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -8789266.000000 Penalty: 12938.756836
	Iteration 23Q: 3 clusters Score -8789266 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -8789362.000000 Penalty: 12938.756836
	Iteration 24Q: 3 clusters Score -8789362 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -8789420.000000 Penalty: 12938.756836
	Iteration 25Q: 3 clusters Score -8789420 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -8789454.000000 Penalty: 12938.756836
	Iteration 26Q: 3 clusters Score -8789454 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -8789503.000000 Penalty: 12938.756836
	Iteration 27Q: 3 clusters Score -8789503 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -8789568.000000 Penalty: 12938.756836
	Iteration 28Q: 3 clusters Score -8789568 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -8789598.000000 Penalty: 12938.756836
	Iteration 29Q: 3 clusters Score -8789598 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -8789639.000000 Penalty: 12938.756836
	Iteration 30Q: 3 clusters Score -8789639 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -8789683.000000 Penalty: 12938.756836
	Iteration 31Q: 3 clusters Score -8789683 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -8789707.000000 Penalty: 12938.756836
	Iteration 32Q: 3 clusters Score -8789707 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -8789723.000000 Penalty: 12938.756836
	Iteration 33Q: 3 clusters Score -8789723 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -8789733.000000 Penalty: 12938.756836
	Iteration 34Q: 3 clusters Score -8789733 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -8789769.000000 Penalty: 12938.756836
	Iteration 35Q: 3 clusters Score -8789769 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -8789811.000000 Penalty: 12938.756836
	Iteration 36Q: 3 clusters Score -8789811 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -8789846.000000 Penalty: 12938.756836
	Iteration 37Q: 3 clusters Score -8789846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -8789863.000000 Penalty: 12938.756836
	Iteration 38Q: 3 clusters Score -8789863 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -8789885.000000 Penalty: 12938.756836
	Iteration 39Q: 3 clusters Score -8789885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -8789876.000000 Penalty: 12938.756836
	Iteration 40F: 3 clusters Score -8789876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -8789894.000000 Penalty: 12938.756836
	Iteration 41Q: 3 clusters Score -8789894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -8789904.000000 Penalty: 12938.756836
	Iteration 42Q: 3 clusters Score -8789904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -8789915.000000 Penalty: 12938.756836
	Iteration 43Q: 3 clusters Score -8789915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -8789914.000000 Penalty: 12938.756836
	Iteration 44Q: 3 clusters Score -8789914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -8789933.000000 Penalty: 12938.756836
	Iteration 45Q: 3 clusters Score -8789933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -8789932.000000 Penalty: 12938.756836
	Iteration 46Q: 3 clusters Score -8789932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -8789927.000000 Penalty: 12938.756836
	Iteration 47Q: 3 clusters Score -8789927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -8789929.000000 Penalty: 12938.756836
	Iteration 48Q: 3 clusters Score -8789929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -8789945.000000 Penalty: 12938.756836
	Iteration 49Q: 3 clusters Score -8789945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -8789960.000000 Penalty: 12938.756836
	Iteration 50Q: 3 clusters Score -8789960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -8789952.000000 Penalty: 12938.756836
	Iteration 51Q: 3 clusters Score -8789952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -8789962.000000 Penalty: 12938.756836
	Iteration 52Q: 3 clusters Score -8789962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -8789967.000000 Penalty: 12938.756836
	Iteration 53Q: 3 clusters Score -8789967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -8789978.000000 Penalty: 12938.756836
	Iteration 54Q: 3 clusters Score -8789978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -8790003.000000 Penalty: 12938.756836
	Iteration 55Q: 3 clusters Score -8790003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -8790015.000000 Penalty: 12938.756836
	Iteration 56Q: 3 clusters Score -8790015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -8790022.000000 Penalty: 12938.756836
	Iteration 57Q: 3 clusters Score -8790022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -8790042.000000 Penalty: 12938.756836
	Iteration 58Q: 3 clusters Score -8790042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -8790027.000000 Penalty: 12938.756836
	Iteration 59Q: 3 clusters Score -8790027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -8790053.000000 Penalty: 12938.756836
	Iteration 60F: 3 clusters Score -8790053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -8790056.000000 Penalty: 12938.756836
	Iteration 61Q: 3 clusters Score -8790056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -8790063.000000 Penalty: 12938.756836
	Iteration 62Q: 3 clusters Score -8790063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -8790084.000000 Penalty: 12938.756836
	Iteration 63Q: 3 clusters Score -8790084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -8790096.000000 Penalty: 12938.756836
	Iteration 64Q: 3 clusters Score -8790096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -8790101.000000 Penalty: 12938.756836
	Iteration 65Q: 3 clusters Score -8790101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -8790101.000000 Penalty: 12938.756836
	Iteration 66Q: 3 clusters Score -8790101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -8790106.000000 Penalty: 12938.756836
	Iteration 67Q: 3 clusters Score -8790106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -8790102.000000 Penalty: 12938.756836
	Iteration 68Q: 3 clusters Score -8790102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -8790103.000000 Penalty: 12938.756836
	Iteration 69Q: 3 clusters Score -8790103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -8790109.000000 Penalty: 12938.756836
	Iteration 70Q: 3 clusters Score -8790109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -8790087.000000 Penalty: 12938.756836
	Iteration 71Q: 3 clusters Score -8790087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -8790095.000000 Penalty: 12938.756836
	Iteration 72Q: 3 clusters Score -8790095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -8790102.000000 Penalty: 12938.756836
	Iteration 73Q: 3 clusters Score -8790102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -8790106.000000 Penalty: 12938.756836
	Iteration 74Q: 3 clusters Score -8790106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -8790113.000000 Penalty: 12938.756836
	Iteration 75Q: 3 clusters Score -8790113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -8790112.000000 Penalty: 12938.756836
	Iteration 76Q: 3 clusters Score -8790112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -8790102.000000 Penalty: 12938.756836
	Iteration 77Q: 3 clusters Score -8790102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -8790091.000000 Penalty: 12938.756836
	Iteration 78Q: 3 clusters Score -8790091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -8790102.000000 Penalty: 12938.756836
	Iteration 79Q: 3 clusters Score -8790102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -8790092.000000 Penalty: 12938.756836
	Iteration 80F: 3 clusters Score -8790092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -8790095.000000 Penalty: 12938.756836
	Iteration 81Q: 3 clusters Score -8790095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -8790095.000000 Penalty: 12938.756836
	Iteration 82F: 3 clusters Score -8790095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Entering Unmasked Estep 
Score: -7767470.000000 Penalty: 6403.889648
	Iteration 0F: 2 clusters Score -7767470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -7741638.500000 Penalty: 12807.779297
	Iteration 0F: 3 clusters Score -7741638 nChanged 14926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -7749697.000000 Penalty: 12807.779297
	Iteration 1F: 3 clusters Score -7749697 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -7751231.500000 Penalty: 12807.779297
	Iteration 2F: 3 clusters Score -7751232 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -7752852.500000 Penalty: 12807.779297
	Iteration 3F: 3 clusters Score -7752852 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -7754418.500000 Penalty: 12807.779297
	Iteration 4F: 3 clusters Score -7754418 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -7755912.500000 Penalty: 12807.779297
	Iteration 5F: 3 clusters Score -7755912 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -7757447.000000 Penalty: 12807.779297
	Iteration 6F: 3 clusters Score -7757447 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -7759002.000000 Penalty: 12807.779297
	Iteration 7F: 3 clusters Score -7759002 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -7760343.500000 Penalty: 12807.779297
	Iteration 8F: 3 clusters Score -7760344 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -7761355.500000 Penalty: 12807.779297
	Iteration 9Q: 3 clusters Score -7761356 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -7762202.000000 Penalty: 12807.779297
	Iteration 10Q: 3 clusters Score -7762202 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -7762736.000000 Penalty: 12807.779297
	Iteration 11Q: 3 clusters Score -7762736 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -7763135.000000 Penalty: 12807.779297
	Iteration 12Q: 3 clusters Score -7763135 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -7763431.000000 Penalty: 12807.779297
	Iteration 13Q: 3 clusters Score -7763431 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -7763721.500000 Penalty: 12807.779297
	Iteration 14Q: 3 clusters Score -7763722 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -7763924.000000 Penalty: 12807.779297
	Iteration 15Q: 3 clusters Score -7763924 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -7764137.000000 Penalty: 12807.779297
	Iteration 16Q: 3 clusters Score -7764137 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -7764300.000000 Penalty: 12807.779297
	Iteration 17Q: 3 clusters Score -7764300 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -7764386.500000 Penalty: 12807.779297
	Iteration 18Q: 3 clusters Score -7764386 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -7764474.500000 Penalty: 12807.779297
	Iteration 19Q: 3 clusters Score -7764474 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -7764540.500000 Penalty: 12807.779297
	Iteration 20F: 3 clusters Score -7764540 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -7764555.000000 Penalty: 12807.779297
	Iteration 21Q: 3 clusters Score -7764555 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -7764578.000000 Penalty: 12807.779297
	Iteration 22Q: 3 clusters Score -7764578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -7764596.500000 Penalty: 12807.779297
	Iteration 23Q: 3 clusters Score -7764596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -7764600.000000 Penalty: 12807.779297
	Iteration 24Q: 3 clusters Score -7764600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -7764605.500000 Penalty: 12807.779297
	Iteration 25Q: 3 clusters Score -7764606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -7764616.500000 Penalty: 12807.779297
	Iteration 26Q: 3 clusters Score -7764616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -7764606.500000 Penalty: 12807.779297
	Iteration 27Q: 3 clusters Score -7764606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -7764613.000000 Penalty: 12807.779297
	Iteration 28Q: 3 clusters Score -7764613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -7764623.000000 Penalty: 12807.779297
	Iteration 29Q: 3 clusters Score -7764623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -7764623.000000 Penalty: 12807.779297
	Iteration 30Q: 3 clusters Score -7764623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -7764646.500000 Penalty: 12807.779297
	Iteration 31Q: 3 clusters Score -7764646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -7764636.000000 Penalty: 12807.779297
	Iteration 32Q: 3 clusters Score -7764636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -7764651.500000 Penalty: 12807.779297
	Iteration 33Q: 3 clusters Score -7764652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -7764669.000000 Penalty: 12807.779297
	Iteration 34Q: 3 clusters Score -7764669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -7764665.000000 Penalty: 12807.779297
	Iteration 35Q: 3 clusters Score -7764665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -7764662.000000 Penalty: 12807.779297
	Iteration 36Q: 3 clusters Score -7764662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -7764660.000000 Penalty: 12807.779297
	Iteration 37Q: 3 clusters Score -7764660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -7764665.500000 Penalty: 12807.779297
	Iteration 38Q: 3 clusters Score -7764666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -7764666.500000 Penalty: 12807.779297
	Iteration 39Q: 3 clusters Score -7764666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -7764671.000000 Penalty: 12807.779297
	Iteration 40F: 3 clusters Score -7764671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -7764671.500000 Penalty: 12807.779297
	Iteration 41Q: 3 clusters Score -7764672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -7764664.500000 Penalty: 12807.779297
	Iteration 42Q: 3 clusters Score -7764664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -7764663.000000 Penalty: 12807.779297
	Iteration 43Q: 3 clusters Score -7764663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -7764670.000000 Penalty: 12807.779297
	Iteration 44Q: 3 clusters Score -7764670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -7764665.500000 Penalty: 12807.779297
	Iteration 45Q: 3 clusters Score -7764666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -7764664.000000 Penalty: 12807.779297
	Iteration 46Q: 3 clusters Score -7764664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -7764668.000000 Penalty: 12807.779297
	Iteration 47Q: 3 clusters Score -7764668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -7764669.000000 Penalty: 12807.779297
	Iteration 48Q: 3 clusters Score -7764669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -7764666.500000 Penalty: 12807.779297
	Iteration 49Q: 3 clusters Score -7764666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -7764675.500000 Penalty: 12807.779297
	Iteration 50Q: 3 clusters Score -7764676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -7764677.000000 Penalty: 12807.779297
	Iteration 51Q: 3 clusters Score -7764677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -7764673.500000 Penalty: 12807.779297
	Iteration 52Q: 3 clusters Score -7764674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -7764673.000000 Penalty: 12807.779297
	Iteration 53Q: 3 clusters Score -7764673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -7764673.000000 Penalty: 12807.779297
	Iteration 54F: 3 clusters Score -7764673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Entering Unmasked Estep 
Score: -12127644.000000 Penalty: 6664.235352
	Iteration 0F: 2 clusters Score -1.212764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -12090007.000000 Penalty: 13328.470703
	Iteration 0F: 3 clusters Score -1.209001e+07 nChanged 23373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -12102552.000000 Penalty: 13328.470703
	Iteration 1F: 3 clusters Score -1.210255e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -12103397.000000 Penalty: 13328.470703
	Iteration 2Q: 3 clusters Score -1.21034e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -12104049.000000 Penalty: 13328.470703
	Iteration 3Q: 3 clusters Score -1.210405e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -12104546.000000 Penalty: 13328.470703
	Iteration 4Q: 3 clusters Score -1.210455e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -12104978.000000 Penalty: 13328.470703
	Iteration 5Q: 3 clusters Score -1.210498e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -12105284.000000 Penalty: 13328.470703
	Iteration 6Q: 3 clusters Score -1.210528e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -12105491.000000 Penalty: 13328.470703
	Iteration 7Q: 3 clusters Score -1.210549e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -12105805.000000 Penalty: 13328.470703
	Iteration 8Q: 3 clusters Score -1.21058e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -12105989.000000 Penalty: 13328.470703
	Iteration 9Q: 3 clusters Score -1.210599e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -12106167.000000 Penalty: 13328.470703
	Iteration 10Q: 3 clusters Score -1.210617e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -12106361.000000 Penalty: 13328.470703
	Iteration 11Q: 3 clusters Score -1.210636e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -12106647.000000 Penalty: 13328.470703
	Iteration 12Q: 3 clusters Score -1.210665e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -12106793.000000 Penalty: 13328.470703
	Iteration 13Q: 3 clusters Score -1.210679e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -12107024.000000 Penalty: 13328.470703
	Iteration 14Q: 3 clusters Score -1.210702e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -12107371.000000 Penalty: 13328.470703
	Iteration 15Q: 3 clusters Score -1.210737e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -12107696.000000 Penalty: 13328.470703
	Iteration 16Q: 3 clusters Score -1.21077e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -12108128.000000 Penalty: 13328.470703
	Iteration 17Q: 3 clusters Score -1.210813e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -12108833.000000 Penalty: 13328.470703
	Iteration 18Q: 3 clusters Score -1.210883e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -12109798.000000 Penalty: 13328.470703
	Iteration 19Q: 3 clusters Score -1.21098e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -12111359.000000 Penalty: 13328.470703
	Iteration 20F: 3 clusters Score -1.211136e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -12113523.000000 Penalty: 13328.470703
	Iteration 21F: 3 clusters Score -1.211352e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -12116142.000000 Penalty: 13328.470703
	Iteration 22F: 3 clusters Score -1.211614e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -12118478.000000 Penalty: 13328.470703
	Iteration 23F: 3 clusters Score -1.211848e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -12120012.000000 Penalty: 13328.470703
	Iteration 24Q: 3 clusters Score -1.212001e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -12120904.000000 Penalty: 13328.470703
	Iteration 25Q: 3 clusters Score -1.21209e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -12121365.000000 Penalty: 13328.470703
	Iteration 26Q: 3 clusters Score -1.212136e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -12121551.000000 Penalty: 13328.470703
	Iteration 27Q: 3 clusters Score -1.212155e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -12121651.000000 Penalty: 13328.470703
	Iteration 28Q: 3 clusters Score -1.212165e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -12121719.000000 Penalty: 13328.470703
	Iteration 29Q: 3 clusters Score -1.212172e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -12121808.000000 Penalty: 13328.470703
	Iteration 30Q: 3 clusters Score -1.212181e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -12121847.000000 Penalty: 13328.470703
	Iteration 31Q: 3 clusters Score -1.212185e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -12121914.000000 Penalty: 13328.470703
	Iteration 32Q: 3 clusters Score -1.212191e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -12121941.000000 Penalty: 13328.470703
	Iteration 33Q: 3 clusters Score -1.212194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -12121968.000000 Penalty: 13328.470703
	Iteration 34Q: 3 clusters Score -1.212197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -12121979.000000 Penalty: 13328.470703
	Iteration 35Q: 3 clusters Score -1.212198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -12121998.000000 Penalty: 13328.470703
	Iteration 36Q: 3 clusters Score -1.2122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -12122009.000000 Penalty: 13328.470703
	Iteration 37Q: 3 clusters Score -1.212201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -12122019.000000 Penalty: 13328.470703
	Iteration 38Q: 3 clusters Score -1.212202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -12122037.000000 Penalty: 13328.470703
	Iteration 39Q: 3 clusters Score -1.212204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -12122037.000000 Penalty: 13328.470703
	Iteration 40F: 3 clusters Score -1.212204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -12122047.000000 Penalty: 13328.470703
	Iteration 41Q: 3 clusters Score -1.212205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -12122046.000000 Penalty: 13328.470703
	Iteration 42Q: 3 clusters Score -1.212205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -12122046.000000 Penalty: 13328.470703
	Iteration 43F: 3 clusters Score -1.212205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Entering Unmasked Estep 
Score: -531463.312500 Penalty: 4854.822754
	Iteration 0F: 2 clusters Score -531463.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -526511.375000 Penalty: 9709.645508
	Iteration 0F: 3 clusters Score -526511.4 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -529546.125000 Penalty: 9709.645508
	Iteration 1F: 3 clusters Score -529546.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -532243.250000 Penalty: 9709.645508
	Iteration 2F: 3 clusters Score -532243.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -534295.250000 Penalty: 9709.645508
	Iteration 3F: 3 clusters Score -534295.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -535365.937500 Penalty: 9709.645508
	Iteration 4F: 3 clusters Score -535365.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -535984.750000 Penalty: 9709.645508
	Iteration 5Q: 3 clusters Score -535984.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -536874.000000 Penalty: 9709.645508
	Iteration 6Q: 3 clusters Score -536874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -537404.937500 Penalty: 9709.645508
	Iteration 7Q: 3 clusters Score -537404.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -537620.062500 Penalty: 9709.645508
	Iteration 8Q: 3 clusters Score -537620.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -537731.750000 Penalty: 9709.645508
	Iteration 9Q: 3 clusters Score -537731.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -537800.125000 Penalty: 9709.645508
	Iteration 10Q: 3 clusters Score -537800.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -537815.375000 Penalty: 9709.645508
	Iteration 11Q: 3 clusters Score -537815.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -537825.812500 Penalty: 9709.645508
	Iteration 12Q: 3 clusters Score -537825.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -537829.937500 Penalty: 9709.645508
	Iteration 13Q: 3 clusters Score -537829.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -537835.062500 Penalty: 9709.645508
	Iteration 14Q: 3 clusters Score -537835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -537851.187500 Penalty: 9709.645508
	Iteration 15Q: 3 clusters Score -537851.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -537856.000000 Penalty: 9709.645508
	Iteration 16Q: 3 clusters Score -537856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -537856.875000 Penalty: 9709.645508
	Iteration 17Q: 3 clusters Score -537856.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -537860.312500 Penalty: 9709.645508
	Iteration 18Q: 3 clusters Score -537860.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -537906.062500 Penalty: 9709.645508
	Iteration 19F: 3 clusters Score -537906.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -538037.250000 Penalty: 9709.645508
	Iteration 20F: 3 clusters Score -538037.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -538561.812500 Penalty: 9709.645508
	Iteration 21Q: 3 clusters Score -538561.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -540110.625000 Penalty: 9709.645508
	Iteration 22Q: 3 clusters Score -540110.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -540713.625000 Penalty: 9709.645508
	Iteration 23Q: 3 clusters Score -540713.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -541166.500000 Penalty: 9709.645508
	Iteration 24Q: 3 clusters Score -541166.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -541375.375000 Penalty: 9709.645508
	Iteration 25Q: 3 clusters Score -541375.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -541540.812500 Penalty: 9709.645508
	Iteration 26Q: 3 clusters Score -541540.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -541755.312500 Penalty: 9709.645508
	Iteration 27Q: 3 clusters Score -541755.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -541968.937500 Penalty: 9709.645508
	Iteration 28Q: 3 clusters Score -541968.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -542274.375000 Penalty: 9709.645508
	Iteration 29Q: 3 clusters Score -542274.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -542782.812500 Penalty: 9709.645508
	Iteration 30Q: 3 clusters Score -542782.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -544001.875000 Penalty: 9709.645508
	Iteration 31Q: 3 clusters Score -544001.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -544505.812500 Penalty: 9709.645508
	Iteration 32Q: 3 clusters Score -544505.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -544813.250000 Penalty: 9709.645508
	Iteration 33Q: 3 clusters Score -544813.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -545264.625000 Penalty: 9709.645508
	Iteration 34Q: 3 clusters Score -545264.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -545859.687500 Penalty: 9709.645508
	Iteration 35Q: 3 clusters Score -545859.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -546129.937500 Penalty: 9709.645508
	Iteration 36Q: 3 clusters Score -546129.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -546270.875000 Penalty: 9709.645508
	Iteration 37Q: 3 clusters Score -546270.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -546429.125000 Penalty: 9709.645508
	Iteration 38Q: 3 clusters Score -546429.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -546787.875000 Penalty: 9709.645508
	Iteration 39Q: 3 clusters Score -546787.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -547682.312500 Penalty: 9709.645508
	Iteration 40F: 3 clusters Score -547682.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -549334.500000 Penalty: 9709.645508
	Iteration 41Q: 3 clusters Score -549334.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -549334.500000 Penalty: 9709.645508
	Iteration 42F: 3 clusters Score -549334.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 16928 members 
Mstep: Class 3 contains 10307 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 117484 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 14791 members 
Mstep: Class 10 contains 33805 members 
Mstep: Class 11 contains 3857 members 
Mstep: Class 12 contains 38648 members 
Mstep: Class 13 contains 34729 members 
Mstep: Class 14 contains 53124 members 
Mstep: Class 15 contains 1393 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 10040 members 
Mstep: Class 19 contains 3236 members 
Mstep: Class 21 contains 54834 members 
Mstep: Class 23 contains 21161 members 
Mstep: Class 24 contains 180396 members 
Entering Unmasked Estep 
Score: -138210352.000000 Penalty: 171478.781250
Splitting cluster 15 changes total score from -138156896.000000 to -138210352.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 17 (10040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Entering Unmasked Estep 
Score: -2166547.750000 Penalty: 5643.778809
	Iteration 0F: 2 clusters Score -2166548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2156272.250000 Penalty: 11287.557617
	Iteration 0F: 3 clusters Score -2156272 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2158586.500000 Penalty: 11287.557617
	Iteration 1F: 3 clusters Score -2158586 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2159163.250000 Penalty: 11287.557617
	Iteration 2F: 3 clusters Score -2159163 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2159583.000000 Penalty: 11287.557617
	Iteration 3F: 3 clusters Score -2159583 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2159909.250000 Penalty: 11287.557617
	Iteration 4Q: 3 clusters Score -2159909 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2160131.500000 Penalty: 11287.557617
	Iteration 5Q: 3 clusters Score -2160132 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2160339.000000 Penalty: 11287.557617
	Iteration 6Q: 3 clusters Score -2160339 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2160512.500000 Penalty: 11287.557617
	Iteration 7Q: 3 clusters Score -2160512 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2160656.750000 Penalty: 11287.557617
	Iteration 8Q: 3 clusters Score -2160657 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2160804.500000 Penalty: 11287.557617
	Iteration 9Q: 3 clusters Score -2160804 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2160973.500000 Penalty: 11287.557617
	Iteration 10Q: 3 clusters Score -2160974 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2161144.500000 Penalty: 11287.557617
	Iteration 11Q: 3 clusters Score -2161144 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2161284.000000 Penalty: 11287.557617
	Iteration 12Q: 3 clusters Score -2161284 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2161414.750000 Penalty: 11287.557617
	Iteration 13Q: 3 clusters Score -2161415 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2161525.500000 Penalty: 11287.557617
	Iteration 14Q: 3 clusters Score -2161526 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2161639.250000 Penalty: 11287.557617
	Iteration 15Q: 3 clusters Score -2161639 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2161758.000000 Penalty: 11287.557617
	Iteration 16Q: 3 clusters Score -2161758 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2161875.750000 Penalty: 11287.557617
	Iteration 17Q: 3 clusters Score -2161876 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2162000.750000 Penalty: 11287.557617
	Iteration 18Q: 3 clusters Score -2162001 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2162135.250000 Penalty: 11287.557617
	Iteration 19Q: 3 clusters Score -2162135 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2162251.250000 Penalty: 11287.557617
	Iteration 20F: 3 clusters Score -2162251 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2162487.750000 Penalty: 11287.557617
	Iteration 21Q: 3 clusters Score -2162488 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2163032.250000 Penalty: 11287.557617
	Iteration 22Q: 3 clusters Score -2163032 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2163894.250000 Penalty: 11287.557617
	Iteration 23Q: 3 clusters Score -2163894 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2164361.000000 Penalty: 11287.557617
	Iteration 24Q: 3 clusters Score -2164361 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2164493.500000 Penalty: 11287.557617
	Iteration 25Q: 3 clusters Score -2164494 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2164564.750000 Penalty: 11287.557617
	Iteration 26Q: 3 clusters Score -2164565 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2164622.250000 Penalty: 11287.557617
	Iteration 27Q: 3 clusters Score -2164622 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2164668.000000 Penalty: 11287.557617
	Iteration 28Q: 3 clusters Score -2164668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2164692.500000 Penalty: 11287.557617
	Iteration 29Q: 3 clusters Score -2164692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2164719.250000 Penalty: 11287.557617
	Iteration 30Q: 3 clusters Score -2164719 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2164736.500000 Penalty: 11287.557617
	Iteration 31Q: 3 clusters Score -2164736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2164752.750000 Penalty: 11287.557617
	Iteration 32Q: 3 clusters Score -2164753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2164776.250000 Penalty: 11287.557617
	Iteration 33Q: 3 clusters Score -2164776 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2164796.750000 Penalty: 11287.557617
	Iteration 34Q: 3 clusters Score -2164797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2164807.750000 Penalty: 11287.557617
	Iteration 35Q: 3 clusters Score -2164808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2164812.750000 Penalty: 11287.557617
	Iteration 36Q: 3 clusters Score -2164813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2164824.500000 Penalty: 11287.557617
	Iteration 37Q: 3 clusters Score -2164824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2164828.000000 Penalty: 11287.557617
	Iteration 38Q: 3 clusters Score -2164828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2164835.000000 Penalty: 11287.557617
	Iteration 39Q: 3 clusters Score -2164835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2164844.250000 Penalty: 11287.557617
	Iteration 40F: 3 clusters Score -2164844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2164851.250000 Penalty: 11287.557617
	Iteration 41Q: 3 clusters Score -2164851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2164860.500000 Penalty: 11287.557617
	Iteration 42Q: 3 clusters Score -2164860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2164864.250000 Penalty: 11287.557617
	Iteration 43Q: 3 clusters Score -2164864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2164873.500000 Penalty: 11287.557617
	Iteration 44Q: 3 clusters Score -2164874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2164872.000000 Penalty: 11287.557617
	Iteration 45Q: 3 clusters Score -2164872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2164873.250000 Penalty: 11287.557617
	Iteration 46Q: 3 clusters Score -2164873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2164878.750000 Penalty: 11287.557617
	Iteration 47Q: 3 clusters Score -2164879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2164883.750000 Penalty: 11287.557617
	Iteration 48Q: 3 clusters Score -2164884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2164886.250000 Penalty: 11287.557617
	Iteration 49Q: 3 clusters Score -2164886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2164891.500000 Penalty: 11287.557617
	Iteration 50Q: 3 clusters Score -2164892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2164888.500000 Penalty: 11287.557617
	Iteration 51Q: 3 clusters Score -2164888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2164895.250000 Penalty: 11287.557617
	Iteration 52Q: 3 clusters Score -2164895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2164899.250000 Penalty: 11287.557617
	Iteration 53Q: 3 clusters Score -2164899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2164903.500000 Penalty: 11287.557617
	Iteration 54Q: 3 clusters Score -2164904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2164906.500000 Penalty: 11287.557617
	Iteration 55Q: 3 clusters Score -2164906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2164907.000000 Penalty: 11287.557617
	Iteration 56Q: 3 clusters Score -2164907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2164906.000000 Penalty: 11287.557617
	Iteration 57Q: 3 clusters Score -2164906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2164909.750000 Penalty: 11287.557617
	Iteration 58Q: 3 clusters Score -2164910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2164906.000000 Penalty: 11287.557617
	Iteration 59Q: 3 clusters Score -2164906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2164909.250000 Penalty: 11287.557617
	Iteration 60F: 3 clusters Score -2164909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2164909.250000 Penalty: 11287.557617
	Iteration 61Q: 3 clusters Score -2164909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2164910.250000 Penalty: 11287.557617
	Iteration 62Q: 3 clusters Score -2164910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2164910.250000 Penalty: 11287.557617
	Iteration 63F: 3 clusters Score -2164910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Entering Unmasked Estep 
Score: -690148.750000 Penalty: 4950.282227
	Iteration 0F: 2 clusters Score -690148.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -684401.625000 Penalty: 9900.564453
	Iteration 0F: 3 clusters Score -684401.6 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -685883.125000 Penalty: 9900.564453
	Iteration 1F: 3 clusters Score -685883.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -686714.750000 Penalty: 9900.564453
	Iteration 2F: 3 clusters Score -686714.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -687406.875000 Penalty: 9900.564453
	Iteration 3F: 3 clusters Score -687406.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -688032.062500 Penalty: 9900.564453
	Iteration 4F: 3 clusters Score -688032.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -688415.500000 Penalty: 9900.564453
	Iteration 5F: 3 clusters Score -688415.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -688715.937500 Penalty: 9900.564453
	Iteration 6Q: 3 clusters Score -688715.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -688986.687500 Penalty: 9900.564453
	Iteration 7Q: 3 clusters Score -688986.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -689215.562500 Penalty: 9900.564453
	Iteration 8Q: 3 clusters Score -689215.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -689381.250000 Penalty: 9900.564453
	Iteration 9Q: 3 clusters Score -689381.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -689490.937500 Penalty: 9900.564453
	Iteration 10Q: 3 clusters Score -689490.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -689586.750000 Penalty: 9900.564453
	Iteration 11Q: 3 clusters Score -689586.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -689644.250000 Penalty: 9900.564453
	Iteration 12Q: 3 clusters Score -689644.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -689678.625000 Penalty: 9900.564453
	Iteration 13Q: 3 clusters Score -689678.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -689701.687500 Penalty: 9900.564453
	Iteration 14Q: 3 clusters Score -689701.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -689717.000000 Penalty: 9900.564453
	Iteration 15Q: 3 clusters Score -689717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -689722.000000 Penalty: 9900.564453
	Iteration 16Q: 3 clusters Score -689722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -689725.437500 Penalty: 9900.564453
	Iteration 17Q: 3 clusters Score -689725.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -689725.437500 Penalty: 9900.564453
	Iteration 18F: 3 clusters Score -689725.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (54834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Entering Unmasked Estep 
Score: -12411019.000000 Penalty: 6683.640137
	Iteration 0F: 2 clusters Score -1.241102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -12372355.000000 Penalty: 13367.280273
	Iteration 0F: 3 clusters Score -1.237236e+07 nChanged 24176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -12385187.000000 Penalty: 13367.280273
	Iteration 1F: 3 clusters Score -1.238519e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -12386351.000000 Penalty: 13367.280273
	Iteration 2F: 3 clusters Score -1.238635e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -12387688.000000 Penalty: 13367.280273
	Iteration 3Q: 3 clusters Score -1.238769e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -12389887.000000 Penalty: 13367.280273
	Iteration 4F: 3 clusters Score -1.238989e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -12394080.000000 Penalty: 13367.280273
	Iteration 5F: 3 clusters Score -1.239408e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -12400038.000000 Penalty: 13367.280273
	Iteration 6F: 3 clusters Score -1.240004e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -12405695.000000 Penalty: 13367.280273
	Iteration 7F: 3 clusters Score -1.24057e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -12409860.000000 Penalty: 13367.280273
	Iteration 8F: 3 clusters Score -1.240986e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -12413295.000000 Penalty: 13367.280273
	Iteration 9F: 3 clusters Score -1.24133e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -12415838.000000 Penalty: 13367.280273
	Iteration 10F: 3 clusters Score -1.241584e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -12417254.000000 Penalty: 13367.280273
	Iteration 11Q: 3 clusters Score -1.241725e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -12418159.000000 Penalty: 13367.280273
	Iteration 12Q: 3 clusters Score -1.241816e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -12418918.000000 Penalty: 13367.280273
	Iteration 13Q: 3 clusters Score -1.241892e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -12419559.000000 Penalty: 13367.280273
	Iteration 14Q: 3 clusters Score -1.241956e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -12420279.000000 Penalty: 13367.280273
	Iteration 15Q: 3 clusters Score -1.242028e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -12421090.000000 Penalty: 13367.280273
	Iteration 16Q: 3 clusters Score -1.242109e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -12422106.000000 Penalty: 13367.280273
	Iteration 17Q: 3 clusters Score -1.242211e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -12423177.000000 Penalty: 13367.280273
	Iteration 18Q: 3 clusters Score -1.242318e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -12423996.000000 Penalty: 13367.280273
	Iteration 19Q: 3 clusters Score -1.2424e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -12424244.000000 Penalty: 13367.280273
	Iteration 20F: 3 clusters Score -1.242424e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -12424243.000000 Penalty: 13367.280273
	Iteration 21Q: 3 clusters Score -1.242424e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -12424261.000000 Penalty: 13367.280273
	Iteration 22Q: 3 clusters Score -1.242426e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -12424270.000000 Penalty: 13367.280273
	Iteration 23Q: 3 clusters Score -1.242427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -12424272.000000 Penalty: 13367.280273
	Iteration 24Q: 3 clusters Score -1.242427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -12424272.000000 Penalty: 13367.280273
	Iteration 25F: 3 clusters Score -1.242427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 16928 members 
Mstep: Class 3 contains 10307 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 117484 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 14791 members 
Mstep: Class 10 contains 33805 members 
Mstep: Class 11 contains 3857 members 
Mstep: Class 12 contains 38648 members 
Mstep: Class 13 contains 34729 members 
Mstep: Class 14 contains 53124 members 
Mstep: Class 15 contains 1393 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 10040 members 
Mstep: Class 18 contains 12557 members 
Mstep: Class 19 contains 3236 members 
Mstep: Class 21 contains 42277 members 
Mstep: Class 23 contains 21161 members 
Mstep: Class 24 contains 180396 members 
Entering Unmasked Estep 
Score: -138221776.000000 Penalty: 179644.437500
Splitting cluster 21 changes total score from -138156896.000000 to -138221776.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 23 (21161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Entering Unmasked Estep 
Score: -4760887.500000 Penalty: 6100.448242
	Iteration 0F: 2 clusters Score -4760888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -4743633.000000 Penalty: 12200.896484
	Iteration 0F: 3 clusters Score -4743633 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -4748300.500000 Penalty: 12200.896484
	Iteration 1F: 3 clusters Score -4748300 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -4749096.000000 Penalty: 12200.896484
	Iteration 2F: 3 clusters Score -4749096 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4749743.500000 Penalty: 12200.896484
	Iteration 3F: 3 clusters Score -4749744 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -4750230.500000 Penalty: 12200.896484
	Iteration 4Q: 3 clusters Score -4750230 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -4750641.000000 Penalty: 12200.896484
	Iteration 5Q: 3 clusters Score -4750641 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -4750921.500000 Penalty: 12200.896484
	Iteration 6Q: 3 clusters Score -4750922 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -4751200.500000 Penalty: 12200.896484
	Iteration 7Q: 3 clusters Score -4751200 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -4751443.000000 Penalty: 12200.896484
	Iteration 8Q: 3 clusters Score -4751443 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -4751703.500000 Penalty: 12200.896484
	Iteration 9Q: 3 clusters Score -4751704 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -4751905.500000 Penalty: 12200.896484
	Iteration 10Q: 3 clusters Score -4751906 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -4752110.000000 Penalty: 12200.896484
	Iteration 11Q: 3 clusters Score -4752110 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -4752318.500000 Penalty: 12200.896484
	Iteration 12Q: 3 clusters Score -4752318 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -4752598.000000 Penalty: 12200.896484
	Iteration 13Q: 3 clusters Score -4752598 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -4752839.500000 Penalty: 12200.896484
	Iteration 14Q: 3 clusters Score -4752840 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -4753231.500000 Penalty: 12200.896484
	Iteration 15Q: 3 clusters Score -4753232 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -4753642.000000 Penalty: 12200.896484
	Iteration 16Q: 3 clusters Score -4753642 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -4754181.500000 Penalty: 12200.896484
	Iteration 17Q: 3 clusters Score -4754182 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -4754939.000000 Penalty: 12200.896484
	Iteration 18Q: 3 clusters Score -4754939 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -4755786.000000 Penalty: 12200.896484
	Iteration 19Q: 3 clusters Score -4755786 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -4756382.000000 Penalty: 12200.896484
	Iteration 20F: 3 clusters Score -4756382 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -4756753.500000 Penalty: 12200.896484
	Iteration 21Q: 3 clusters Score -4756754 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -4757003.000000 Penalty: 12200.896484
	Iteration 22Q: 3 clusters Score -4757003 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -4757193.000000 Penalty: 12200.896484
	Iteration 23Q: 3 clusters Score -4757193 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -4757316.500000 Penalty: 12200.896484
	Iteration 24Q: 3 clusters Score -4757316 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -4757432.000000 Penalty: 12200.896484
	Iteration 25Q: 3 clusters Score -4757432 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -4757561.000000 Penalty: 12200.896484
	Iteration 26Q: 3 clusters Score -4757561 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -4757663.000000 Penalty: 12200.896484
	Iteration 27Q: 3 clusters Score -4757663 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -4757826.500000 Penalty: 12200.896484
	Iteration 28Q: 3 clusters Score -4757826 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -4758069.500000 Penalty: 12200.896484
	Iteration 29Q: 3 clusters Score -4758070 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -4758413.000000 Penalty: 12200.896484
	Iteration 30Q: 3 clusters Score -4758413 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -4758812.000000 Penalty: 12200.896484
	Iteration 31Q: 3 clusters Score -4758812 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -4759052.500000 Penalty: 12200.896484
	Iteration 32Q: 3 clusters Score -4759052 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -4759207.000000 Penalty: 12200.896484
	Iteration 33Q: 3 clusters Score -4759207 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -4759299.500000 Penalty: 12200.896484
	Iteration 34Q: 3 clusters Score -4759300 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -4759344.000000 Penalty: 12200.896484
	Iteration 35Q: 3 clusters Score -4759344 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -4759368.000000 Penalty: 12200.896484
	Iteration 36Q: 3 clusters Score -4759368 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -4759385.500000 Penalty: 12200.896484
	Iteration 37Q: 3 clusters Score -4759386 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -4759418.500000 Penalty: 12200.896484
	Iteration 38Q: 3 clusters Score -4759418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -4759420.000000 Penalty: 12200.896484
	Iteration 39Q: 3 clusters Score -4759420 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -4759461.500000 Penalty: 12200.896484
	Iteration 40F: 3 clusters Score -4759462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -4759505.500000 Penalty: 12200.896484
	Iteration 41Q: 3 clusters Score -4759506 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -4759532.500000 Penalty: 12200.896484
	Iteration 42Q: 3 clusters Score -4759532 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -4759552.000000 Penalty: 12200.896484
	Iteration 43Q: 3 clusters Score -4759552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -4759563.500000 Penalty: 12200.896484
	Iteration 44Q: 3 clusters Score -4759564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -4759580.000000 Penalty: 12200.896484
	Iteration 45Q: 3 clusters Score -4759580 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -4759610.000000 Penalty: 12200.896484
	Iteration 46Q: 3 clusters Score -4759610 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -4759630.500000 Penalty: 12200.896484
	Iteration 47Q: 3 clusters Score -4759630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -4759643.000000 Penalty: 12200.896484
	Iteration 48Q: 3 clusters Score -4759643 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -4759671.000000 Penalty: 12200.896484
	Iteration 49Q: 3 clusters Score -4759671 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -4759701.500000 Penalty: 12200.896484
	Iteration 50Q: 3 clusters Score -4759702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -4759718.500000 Penalty: 12200.896484
	Iteration 51Q: 3 clusters Score -4759718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -4759738.000000 Penalty: 12200.896484
	Iteration 52Q: 3 clusters Score -4759738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -4759745.000000 Penalty: 12200.896484
	Iteration 53Q: 3 clusters Score -4759745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -4759758.000000 Penalty: 12200.896484
	Iteration 54Q: 3 clusters Score -4759758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -4759761.500000 Penalty: 12200.896484
	Iteration 55Q: 3 clusters Score -4759762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -4759753.000000 Penalty: 12200.896484
	Iteration 56Q: 3 clusters Score -4759753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -4759750.000000 Penalty: 12200.896484
	Iteration 57Q: 3 clusters Score -4759750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -4759757.000000 Penalty: 12200.896484
	Iteration 58Q: 3 clusters Score -4759757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -4759757.500000 Penalty: 12200.896484
	Iteration 59Q: 3 clusters Score -4759758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -4759767.000000 Penalty: 12200.896484
	Iteration 60F: 3 clusters Score -4759767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -4759767.000000 Penalty: 12200.896484
	Iteration 61Q: 3 clusters Score -4759767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -4759763.000000 Penalty: 12200.896484
	Iteration 62Q: 3 clusters Score -4759763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -4759767.000000 Penalty: 12200.896484
	Iteration 63Q: 3 clusters Score -4759767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -4759768.500000 Penalty: 12200.896484
	Iteration 64Q: 3 clusters Score -4759768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -4759769.000000 Penalty: 12200.896484
	Iteration 65Q: 3 clusters Score -4759769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -4759769.500000 Penalty: 12200.896484
	Iteration 66Q: 3 clusters Score -4759770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -4759772.000000 Penalty: 12200.896484
	Iteration 67Q: 3 clusters Score -4759772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -4759770.000000 Penalty: 12200.896484
	Iteration 68Q: 3 clusters Score -4759770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -4759770.000000 Penalty: 12200.896484
	Iteration 69F: 3 clusters Score -4759770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (180396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180396 members 
Entering Unmasked Estep 
Score: -40822740.000000 Penalty: 7413.032227
	Iteration 0F: 2 clusters Score -4.082274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 90453 members 
Entering Unmasked Estep 
Score: -40702044.000000 Penalty: 14826.064453
	Iteration 0F: 3 clusters Score -4.070204e+07 nChanged 84083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88656 members 
Mstep: Class 2 contains 91740 members 
Entering Unmasked Estep 
Score: -40748716.000000 Penalty: 14826.064453
	Iteration 1F: 3 clusters Score -4.074872e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87725 members 
Mstep: Class 2 contains 92671 members 
Entering Unmasked Estep 
Score: -40750132.000000 Penalty: 14826.064453
	Iteration 2Q: 3 clusters Score -4.075013e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86491 members 
Mstep: Class 2 contains 93905 members 
Entering Unmasked Estep 
Score: -40751800.000000 Penalty: 14826.064453
	Iteration 3Q: 3 clusters Score -4.07518e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84803 members 
Mstep: Class 2 contains 95593 members 
Entering Unmasked Estep 
Score: -40753560.000000 Penalty: 14826.064453
	Iteration 4Q: 3 clusters Score -4.075356e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 97994 members 
Entering Unmasked Estep 
Score: -40755416.000000 Penalty: 14826.064453
	Iteration 5Q: 3 clusters Score -4.075542e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 101501 members 
Entering Unmasked Estep 
Score: -40757816.000000 Penalty: 14826.064453
	Iteration 6Q: 3 clusters Score -4.075782e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73984 members 
Mstep: Class 2 contains 106412 members 
Entering Unmasked Estep 
Score: -40760676.000000 Penalty: 14826.064453
	Iteration 7Q: 3 clusters Score -4.076068e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67337 members 
Mstep: Class 2 contains 113059 members 
Entering Unmasked Estep 
Score: -40764804.000000 Penalty: 14826.064453
	Iteration 8Q: 3 clusters Score -4.07648e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 121731 members 
Entering Unmasked Estep 
Score: -40770504.000000 Penalty: 14826.064453
	Iteration 9F: 3 clusters Score -4.07705e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 132370 members 
Entering Unmasked Estep 
Score: -40778052.000000 Penalty: 14826.064453
	Iteration 10F: 3 clusters Score -4.077805e+07 nChanged 11935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 144137 members 
Entering Unmasked Estep 
Score: -40787212.000000 Penalty: 14826.064453
	Iteration 11F: 3 clusters Score -4.078721e+07 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 155609 members 
Entering Unmasked Estep 
Score: -40796548.000000 Penalty: 14826.064453
	Iteration 12F: 3 clusters Score -4.079655e+07 nChanged 9496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 165091 members 
Entering Unmasked Estep 
Score: -40804728.000000 Penalty: 14826.064453
	Iteration 13F: 3 clusters Score -4.080473e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 171656 members 
Entering Unmasked Estep 
Score: -40810200.000000 Penalty: 14826.064453
	Iteration 14Q: 3 clusters Score -4.08102e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 175365 members 
Entering Unmasked Estep 
Score: -40813580.000000 Penalty: 14826.064453
	Iteration 15Q: 3 clusters Score -4.081358e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 177154 members 
Entering Unmasked Estep 
Score: -40815020.000000 Penalty: 14826.064453
	Iteration 16Q: 3 clusters Score -4.081502e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 177998 members 
Entering Unmasked Estep 
Score: -40815748.000000 Penalty: 14826.064453
	Iteration 17Q: 3 clusters Score -4.081575e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 178415 members 
Entering Unmasked Estep 
Score: -40816176.000000 Penalty: 14826.064453
	Iteration 18Q: 3 clusters Score -4.081618e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 178655 members 
Entering Unmasked Estep 
Score: -40816332.000000 Penalty: 14826.064453
	Iteration 19Q: 3 clusters Score -4.081633e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 178788 members 
Entering Unmasked Estep 
Score: -40816464.000000 Penalty: 14826.064453
	Iteration 20F: 3 clusters Score -4.081646e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 178870 members 
Entering Unmasked Estep 
Score: -40816476.000000 Penalty: 14826.064453
	Iteration 21Q: 3 clusters Score -4.081648e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 178932 members 
Entering Unmasked Estep 
Score: -40816616.000000 Penalty: 14826.064453
	Iteration 22Q: 3 clusters Score -4.081662e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 178977 members 
Entering Unmasked Estep 
Score: -40816660.000000 Penalty: 14826.064453
	Iteration 23Q: 3 clusters Score -4.081666e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 179010 members 
Entering Unmasked Estep 
Score: -40816708.000000 Penalty: 14826.064453
	Iteration 24Q: 3 clusters Score -4.081671e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 179030 members 
Entering Unmasked Estep 
Score: -40816728.000000 Penalty: 14826.064453
	Iteration 25Q: 3 clusters Score -4.081673e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 179047 members 
Entering Unmasked Estep 
Score: -40816748.000000 Penalty: 14826.064453
	Iteration 26Q: 3 clusters Score -4.081675e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 179072 members 
Entering Unmasked Estep 
Score: -40816744.000000 Penalty: 14826.064453
	Iteration 27Q: 3 clusters Score -4.081674e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 179099 members 
Entering Unmasked Estep 
Score: -40816776.000000 Penalty: 14826.064453
	Iteration 28Q: 3 clusters Score -4.081678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 179120 members 
Entering Unmasked Estep 
Score: -40816744.000000 Penalty: 14826.064453
	Iteration 29Q: 3 clusters Score -4.081674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 179130 members 
Entering Unmasked Estep 
Score: -40816740.000000 Penalty: 14826.064453
	Iteration 30Q: 3 clusters Score -4.081674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 179134 members 
Entering Unmasked Estep 
Score: -40816768.000000 Penalty: 14826.064453
	Iteration 31Q: 3 clusters Score -4.081677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 179137 members 
Entering Unmasked Estep 
Score: -40816756.000000 Penalty: 14826.064453
	Iteration 32Q: 3 clusters Score -4.081676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 179142 members 
Entering Unmasked Estep 
Score: -40816740.000000 Penalty: 14826.064453
	Iteration 33Q: 3 clusters Score -4.081674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 179149 members 
Entering Unmasked Estep 
Score: -40816772.000000 Penalty: 14826.064453
	Iteration 34Q: 3 clusters Score -4.081677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 179151 members 
Entering Unmasked Estep 
Score: -40816812.000000 Penalty: 14826.064453
	Iteration 35Q: 3 clusters Score -4.081681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 179156 members 
Entering Unmasked Estep 
Score: -40816804.000000 Penalty: 14826.064453
	Iteration 36Q: 3 clusters Score -4.08168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 179159 members 
Entering Unmasked Estep 
Score: -40816836.000000 Penalty: 14826.064453
	Iteration 37Q: 3 clusters Score -4.081684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 179159 members 
Entering Unmasked Estep 
Score: -40816800.000000 Penalty: 14826.064453
	Iteration 38Q: 3 clusters Score -4.08168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 179161 members 
Entering Unmasked Estep 
Score: -40816812.000000 Penalty: 14826.064453
	Iteration 39Q: 3 clusters Score -4.081681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 179160 members 
Entering Unmasked Estep 
Score: -40816828.000000 Penalty: 14826.064453
	Iteration 40F: 3 clusters Score -4.081683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 3 contains 10307 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 117484 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 14791 members 
Mstep: Class 11 contains 3857 members 
Mstep: Class 12 contains 38648 members 
Mstep: Class 13 contains 34729 members 
Mstep: Class 14 contains 53124 members 
Mstep: Class 15 contains 1393 members 
Mstep: Class 17 contains 10040 members 
Mstep: Class 19 contains 3236 members 
Mstep: Class 21 contains 42277 members 
Mstep: Class 23 contains 21161 members 
Mstep: Class 24 contains 180396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138226368.000000 Penalty: 179644.437500
Iteration 39Q: 23 clusters Score -1.382264e+08 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 16678 members 
Mstep: Class 3 contains 10367 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 1015 members 
Mstep: Class 6 contains 10283 members 
Mstep: Class 7 contains 117680 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 14804 members 
Mstep: Class 10 contains 32722 members 
Mstep: Class 11 contains 3851 members 
Mstep: Class 12 contains 38675 members 
Mstep: Class 13 contains 34683 members 
Mstep: Class 14 contains 53123 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 9988 members 
Mstep: Class 18 contains 12482 members 
Mstep: Class 19 contains 3201 members 
Mstep: Class 21 contains 42450 members 
Mstep: Class 23 contains 21424 members 
Mstep: Class 24 contains 180972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138241792.000000 Penalty: 179644.437500
Iteration 40F: 23 clusters Score -1.382418e+08 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 10310 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 10426 members 
Mstep: Class 7 contains 117560 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 14897 members 
Mstep: Class 10 contains 32497 members 
Mstep: Class 11 contains 3854 members 
Mstep: Class 12 contains 38681 members 
Mstep: Class 13 contains 34613 members 
Mstep: Class 14 contains 53120 members 
Mstep: Class 15 contains 1407 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9879 members 
Mstep: Class 18 contains 12633 members 
Mstep: Class 19 contains 3126 members 
Mstep: Class 21 contains 41970 members 
Mstep: Class 23 contains 21756 members 
Mstep: Class 24 contains 180543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138250080.000000 Penalty: 179644.437500
Iteration 41Q: 23 clusters Score -1.382501e+08 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 17945 members 
Mstep: Class 3 contains 10297 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 10538 members 
Mstep: Class 7 contains 117456 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 15002 members 
Mstep: Class 10 contains 32211 members 
Mstep: Class 11 contains 3855 members 
Mstep: Class 12 contains 38687 members 
Mstep: Class 13 contains 34552 members 
Mstep: Class 14 contains 53122 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 9836 members 
Mstep: Class 18 contains 12714 members 
Mstep: Class 19 contains 3046 members 
Mstep: Class 21 contains 41506 members 
Mstep: Class 23 contains 22198 members 
Mstep: Class 24 contains 180311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138250976.000000 Penalty: 179644.437500
Iteration 42Q: 23 clusters Score -1.38251e+08 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 18261 members 
Mstep: Class 3 contains 10281 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 10621 members 
Mstep: Class 7 contains 117310 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15094 members 
Mstep: Class 10 contains 31953 members 
Mstep: Class 11 contains 3868 members 
Mstep: Class 12 contains 38690 members 
Mstep: Class 13 contains 34499 members 
Mstep: Class 14 contains 53123 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 9782 members 
Mstep: Class 18 contains 12789 members 
Mstep: Class 19 contains 2982 members 
Mstep: Class 21 contains 41077 members 
Mstep: Class 23 contains 22743 members 
Mstep: Class 24 contains 180131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138251664.000000 Penalty: 179644.437500
Iteration 43Q: 23 clusters Score -1.382517e+08 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 18498 members 
Mstep: Class 3 contains 10278 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1026 members 
Mstep: Class 6 contains 10686 members 
Mstep: Class 7 contains 117141 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15168 members 
Mstep: Class 10 contains 31762 members 
Mstep: Class 11 contains 3877 members 
Mstep: Class 12 contains 38693 members 
Mstep: Class 13 contains 34448 members 
Mstep: Class 14 contains 53125 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 9768 members 
Mstep: Class 18 contains 12851 members 
Mstep: Class 19 contains 2929 members 
Mstep: Class 21 contains 40647 members 
Mstep: Class 23 contains 23258 members 
Mstep: Class 24 contains 180010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138252480.000000 Penalty: 179644.437500
Iteration 44Q: 23 clusters Score -1.382525e+08 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 18673 members 
Mstep: Class 3 contains 10278 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1026 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 117004 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15213 members 
Mstep: Class 10 contains 31600 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 38695 members 
Mstep: Class 13 contains 34408 members 
Mstep: Class 14 contains 53121 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 9770 members 
Mstep: Class 18 contains 12900 members 
Mstep: Class 19 contains 2883 members 
Mstep: Class 21 contains 40264 members 
Mstep: Class 23 contains 23738 members 
Mstep: Class 24 contains 179927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138252992.000000 Penalty: 179644.437500
Iteration 45Q: 23 clusters Score -1.38253e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 18825 members 
Mstep: Class 3 contains 10281 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1026 members 
Mstep: Class 6 contains 10790 members 
Mstep: Class 7 contains 116867 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15250 members 
Mstep: Class 10 contains 31481 members 
Mstep: Class 11 contains 3898 members 
Mstep: Class 12 contains 38698 members 
Mstep: Class 13 contains 34374 members 
Mstep: Class 14 contains 53120 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 9765 members 
Mstep: Class 18 contains 12953 members 
Mstep: Class 19 contains 2842 members 
Mstep: Class 21 contains 39914 members 
Mstep: Class 23 contains 24154 members 
Mstep: Class 24 contains 179830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138253072.000000 Penalty: 179644.437500
Iteration 46Q: 23 clusters Score -1.382531e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 18925 members 
Mstep: Class 3 contains 10282 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1026 members 
Mstep: Class 6 contains 10840 members 
Mstep: Class 7 contains 116737 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 31375 members 
Mstep: Class 11 contains 3911 members 
Mstep: Class 12 contains 38699 members 
Mstep: Class 13 contains 34328 members 
Mstep: Class 14 contains 53127 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 9744 members 
Mstep: Class 18 contains 12998 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 21 contains 39598 members 
Mstep: Class 23 contains 24551 members 
Mstep: Class 24 contains 179798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138253728.000000 Penalty: 179644.437500
Iteration 47Q: 23 clusters Score -1.382537e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 19012 members 
Mstep: Class 3 contains 10277 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1026 members 
Mstep: Class 6 contains 10876 members 
Mstep: Class 7 contains 116639 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15305 members 
Mstep: Class 10 contains 31275 members 
Mstep: Class 11 contains 3923 members 
Mstep: Class 12 contains 38694 members 
Mstep: Class 13 contains 34291 members 
Mstep: Class 14 contains 53121 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 9744 members 
Mstep: Class 18 contains 13031 members 
Mstep: Class 19 contains 2793 members 
Mstep: Class 21 contains 39357 members 
Mstep: Class 23 contains 24862 members 
Mstep: Class 24 contains 179772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138253904.000000 Penalty: 179644.437500
Iteration 48Q: 23 clusters Score -1.382539e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 19064 members 
Mstep: Class 3 contains 10278 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 10905 members 
Mstep: Class 7 contains 116547 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15326 members 
Mstep: Class 10 contains 31216 members 
Mstep: Class 11 contains 3933 members 
Mstep: Class 12 contains 38688 members 
Mstep: Class 13 contains 34257 members 
Mstep: Class 14 contains 53119 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 9729 members 
Mstep: Class 18 contains 13055 members 
Mstep: Class 19 contains 2778 members 
Mstep: Class 21 contains 39154 members 
Mstep: Class 23 contains 25115 members 
Mstep: Class 24 contains 179791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138253968.000000 Penalty: 179644.437500
Iteration 49Q: 23 clusters Score -1.38254e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 19121 members 
Mstep: Class 3 contains 10273 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10932 members 
Mstep: Class 7 contains 116469 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15335 members 
Mstep: Class 10 contains 31156 members 
Mstep: Class 11 contains 3932 members 
Mstep: Class 12 contains 38686 members 
Mstep: Class 13 contains 34232 members 
Mstep: Class 14 contains 53125 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9729 members 
Mstep: Class 18 contains 13080 members 
Mstep: Class 19 contains 2763 members 
Mstep: Class 21 contains 38986 members 
Mstep: Class 23 contains 25330 members 
Mstep: Class 24 contains 179810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138254080.000000 Penalty: 179644.437500
Iteration 50Q: 23 clusters Score -1.382541e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 19179 members 
Mstep: Class 3 contains 10275 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10955 members 
Mstep: Class 7 contains 116412 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15347 members 
Mstep: Class 10 contains 31100 members 
Mstep: Class 11 contains 3934 members 
Mstep: Class 12 contains 38687 members 
Mstep: Class 13 contains 34207 members 
Mstep: Class 14 contains 53131 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9722 members 
Mstep: Class 18 contains 13085 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 21 contains 38841 members 
Mstep: Class 23 contains 25514 members 
Mstep: Class 24 contains 179797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138254208.000000 Penalty: 179644.437500
Iteration 51Q: 23 clusters Score -1.382542e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 19218 members 
Mstep: Class 3 contains 10277 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10964 members 
Mstep: Class 7 contains 116391 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15350 members 
Mstep: Class 10 contains 31049 members 
Mstep: Class 11 contains 3935 members 
Mstep: Class 12 contains 38687 members 
Mstep: Class 13 contains 34187 members 
Mstep: Class 14 contains 53135 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9714 members 
Mstep: Class 18 contains 13089 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 21 contains 38732 members 
Mstep: Class 23 contains 25647 members 
Mstep: Class 24 contains 179800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138254384.000000 Penalty: 179644.437500
Iteration 52Q: 23 clusters Score -1.382544e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 19262 members 
Mstep: Class 3 contains 10277 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10971 members 
Mstep: Class 7 contains 116365 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15356 members 
Mstep: Class 10 contains 31015 members 
Mstep: Class 11 contains 3931 members 
Mstep: Class 12 contains 38687 members 
Mstep: Class 13 contains 34169 members 
Mstep: Class 14 contains 53137 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9717 members 
Mstep: Class 18 contains 13094 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 21 contains 38632 members 
Mstep: Class 23 contains 25751 members 
Mstep: Class 24 contains 179801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138254384.000000 Penalty: 179644.437500
Iteration 53Q: 23 clusters Score -1.382544e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 19302 members 
Mstep: Class 3 contains 10275 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10976 members 
Mstep: Class 7 contains 116353 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15361 members 
Mstep: Class 10 contains 30985 members 
Mstep: Class 11 contains 3930 members 
Mstep: Class 12 contains 38689 members 
Mstep: Class 13 contains 34157 members 
Mstep: Class 14 contains 53141 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9712 members 
Mstep: Class 18 contains 13098 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 21 contains 38554 members 
Mstep: Class 23 contains 25825 members 
Mstep: Class 24 contains 179789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138254448.000000 Penalty: 179644.437500
Iteration 54Q: 23 clusters Score -1.382544e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 19332 members 
Mstep: Class 3 contains 10272 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10978 members 
Mstep: Class 7 contains 116361 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15366 members 
Mstep: Class 10 contains 30958 members 
Mstep: Class 11 contains 3936 members 
Mstep: Class 12 contains 38689 members 
Mstep: Class 13 contains 34148 members 
Mstep: Class 14 contains 53135 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9706 members 
Mstep: Class 18 contains 13100 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 21 contains 38502 members 
Mstep: Class 23 contains 25870 members 
Mstep: Class 24 contains 179783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138254352.000000 Penalty: 179644.437500
Iteration 55Q: 23 clusters Score -1.382544e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 19359 members 
Mstep: Class 3 contains 10272 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10977 members 
Mstep: Class 7 contains 116373 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15374 members 
Mstep: Class 10 contains 30930 members 
Mstep: Class 11 contains 3938 members 
Mstep: Class 12 contains 38689 members 
Mstep: Class 13 contains 34138 members 
Mstep: Class 14 contains 53136 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9702 members 
Mstep: Class 18 contains 13104 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 21 contains 38469 members 
Mstep: Class 23 contains 25889 members 
Mstep: Class 24 contains 179787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138254416.000000 Penalty: 179644.437500
Iteration 56Q: 23 clusters Score -1.382544e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 19386 members 
Mstep: Class 3 contains 10271 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10979 members 
Mstep: Class 7 contains 116399 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15377 members 
Mstep: Class 10 contains 30904 members 
Mstep: Class 11 contains 3942 members 
Mstep: Class 12 contains 38686 members 
Mstep: Class 13 contains 34126 members 
Mstep: Class 14 contains 53136 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9702 members 
Mstep: Class 18 contains 13105 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 21 contains 38445 members 
Mstep: Class 23 contains 25904 members 
Mstep: Class 24 contains 179778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138254208.000000 Penalty: 179644.437500
Iteration 57Q: 23 clusters Score -1.382542e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 19408 members 
Mstep: Class 3 contains 10269 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10983 members 
Mstep: Class 7 contains 116424 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15379 members 
Mstep: Class 10 contains 30888 members 
Mstep: Class 11 contains 3950 members 
Mstep: Class 12 contains 38685 members 
Mstep: Class 13 contains 34119 members 
Mstep: Class 14 contains 53132 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9698 members 
Mstep: Class 18 contains 13106 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 21 contains 38417 members 
Mstep: Class 23 contains 25906 members 
Mstep: Class 24 contains 179779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138254192.000000 Penalty: 179644.437500
Iteration 58Q: 23 clusters Score -1.382542e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 19434 members 
Mstep: Class 3 contains 10265 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 116449 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15379 members 
Mstep: Class 10 contains 30873 members 
Mstep: Class 11 contains 3953 members 
Mstep: Class 12 contains 38685 members 
Mstep: Class 13 contains 34114 members 
Mstep: Class 14 contains 53133 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 13107 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 21 contains 38401 members 
Mstep: Class 23 contains 25900 members 
Mstep: Class 24 contains 179774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138254224.000000 Penalty: 179644.437500
Iteration 59Q: 23 clusters Score -1.382542e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 19455 members 
Mstep: Class 3 contains 10270 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10980 members 
Mstep: Class 7 contains 116465 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15380 members 
Mstep: Class 10 contains 30867 members 
Mstep: Class 11 contains 3959 members 
Mstep: Class 12 contains 38685 members 
Mstep: Class 13 contains 34109 members 
Mstep: Class 14 contains 53133 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 13108 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 21 contains 38379 members 
Mstep: Class 23 contains 25892 members 
Mstep: Class 24 contains 179772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138256816.000000 Penalty: 179644.437500
Iteration 60F: 23 clusters Score -1.382568e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 19478 members 
Mstep: Class 3 contains 10269 members 
Mstep: Class 4 contains 929 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10980 members 
Mstep: Class 7 contains 116472 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15382 members 
Mstep: Class 10 contains 30863 members 
Mstep: Class 11 contains 3958 members 
Mstep: Class 12 contains 38686 members 
Mstep: Class 13 contains 34105 members 
Mstep: Class 14 contains 53132 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9701 members 
Mstep: Class 18 contains 13110 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 21 contains 38355 members 
Mstep: Class 23 contains 25890 members 
Mstep: Class 24 contains 179777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259344.000000 Penalty: 179644.437500
Iteration 61Q: 23 clusters Score -1.382593e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 19497 members 
Mstep: Class 3 contains 10269 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 116501 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15383 members 
Mstep: Class 10 contains 30859 members 
Mstep: Class 11 contains 3959 members 
Mstep: Class 12 contains 38685 members 
Mstep: Class 13 contains 34102 members 
Mstep: Class 14 contains 53132 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 13113 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 21 contains 38332 members 
Mstep: Class 23 contains 25879 members 
Mstep: Class 24 contains 179771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259424.000000 Penalty: 179644.437500
Iteration 62Q: 23 clusters Score -1.382594e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 19515 members 
Mstep: Class 3 contains 10268 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 116521 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15383 members 
Mstep: Class 10 contains 30855 members 
Mstep: Class 11 contains 3960 members 
Mstep: Class 12 contains 38685 members 
Mstep: Class 13 contains 34096 members 
Mstep: Class 14 contains 53132 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9698 members 
Mstep: Class 18 contains 13113 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 23 contains 25877 members 
Mstep: Class 24 contains 179770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259440.000000 Penalty: 179644.437500
Iteration 63Q: 23 clusters Score -1.382594e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 19530 members 
Mstep: Class 3 contains 10272 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 116532 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15384 members 
Mstep: Class 10 contains 30848 members 
Mstep: Class 11 contains 3962 members 
Mstep: Class 12 contains 38685 members 
Mstep: Class 13 contains 34093 members 
Mstep: Class 14 contains 53132 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9695 members 
Mstep: Class 18 contains 13113 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 21 contains 38295 members 
Mstep: Class 23 contains 25868 members 
Mstep: Class 24 contains 179772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259328.000000 Penalty: 179644.437500
Iteration 64Q: 23 clusters Score -1.382593e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 19541 members 
Mstep: Class 3 contains 10267 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10990 members 
Mstep: Class 7 contains 116556 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15386 members 
Mstep: Class 10 contains 30839 members 
Mstep: Class 11 contains 3964 members 
Mstep: Class 12 contains 38685 members 
Mstep: Class 13 contains 34092 members 
Mstep: Class 14 contains 53130 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9692 members 
Mstep: Class 18 contains 13114 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 21 contains 38277 members 
Mstep: Class 23 contains 25866 members 
Mstep: Class 24 contains 179772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259584.000000 Penalty: 179644.437500
Iteration 65Q: 23 clusters Score -1.382596e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 19552 members 
Mstep: Class 3 contains 10266 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10994 members 
Mstep: Class 7 contains 116585 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15386 members 
Mstep: Class 10 contains 30834 members 
Mstep: Class 11 contains 3965 members 
Mstep: Class 12 contains 38685 members 
Mstep: Class 13 contains 34091 members 
Mstep: Class 14 contains 53130 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9690 members 
Mstep: Class 18 contains 13114 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 21 contains 38256 members 
Mstep: Class 23 contains 25856 members 
Mstep: Class 24 contains 179770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259504.000000 Penalty: 179644.437500
Iteration 66Q: 23 clusters Score -1.382595e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 19563 members 
Mstep: Class 3 contains 10265 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10996 members 
Mstep: Class 7 contains 116616 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15387 members 
Mstep: Class 10 contains 30831 members 
Mstep: Class 11 contains 3967 members 
Mstep: Class 12 contains 38685 members 
Mstep: Class 13 contains 34087 members 
Mstep: Class 14 contains 53130 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9688 members 
Mstep: Class 18 contains 13113 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 21 contains 38239 members 
Mstep: Class 23 contains 25843 members 
Mstep: Class 24 contains 179766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259536.000000 Penalty: 179644.437500
Iteration 67Q: 23 clusters Score -1.382595e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 19573 members 
Mstep: Class 3 contains 10268 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10999 members 
Mstep: Class 7 contains 116644 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15387 members 
Mstep: Class 10 contains 30827 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 38685 members 
Mstep: Class 13 contains 34084 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9686 members 
Mstep: Class 18 contains 13113 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 21 contains 38217 members 
Mstep: Class 23 contains 25838 members 
Mstep: Class 24 contains 179761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259424.000000 Penalty: 179644.437500
Iteration 68Q: 23 clusters Score -1.382594e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 19598 members 
Mstep: Class 3 contains 10270 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10997 members 
Mstep: Class 7 contains 116657 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15387 members 
Mstep: Class 10 contains 30817 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 38684 members 
Mstep: Class 13 contains 34081 members 
Mstep: Class 14 contains 53131 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9685 members 
Mstep: Class 18 contains 13113 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 21 contains 38197 members 
Mstep: Class 23 contains 25832 members 
Mstep: Class 24 contains 179766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259600.000000 Penalty: 179644.437500
Iteration 69Q: 23 clusters Score -1.382596e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 19627 members 
Mstep: Class 3 contains 10275 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10998 members 
Mstep: Class 7 contains 116670 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15387 members 
Mstep: Class 10 contains 30809 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 38684 members 
Mstep: Class 13 contains 34079 members 
Mstep: Class 14 contains 53132 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9685 members 
Mstep: Class 18 contains 13114 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 21 contains 38179 members 
Mstep: Class 23 contains 25820 members 
Mstep: Class 24 contains 179760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259760.000000 Penalty: 179644.437500
Iteration 70Q: 23 clusters Score -1.382598e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 19643 members 
Mstep: Class 3 contains 10276 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10994 members 
Mstep: Class 7 contains 116696 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15386 members 
Mstep: Class 10 contains 30803 members 
Mstep: Class 11 contains 3983 members 
Mstep: Class 12 contains 38680 members 
Mstep: Class 13 contains 34076 members 
Mstep: Class 14 contains 53131 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9686 members 
Mstep: Class 18 contains 13116 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 21 contains 38158 members 
Mstep: Class 23 contains 25819 members 
Mstep: Class 24 contains 179749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259824.000000 Penalty: 179644.437500
Iteration 71Q: 23 clusters Score -1.382598e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 19658 members 
Mstep: Class 3 contains 10277 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 116705 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15386 members 
Mstep: Class 10 contains 30796 members 
Mstep: Class 11 contains 3988 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 34074 members 
Mstep: Class 14 contains 53130 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9685 members 
Mstep: Class 18 contains 13118 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 21 contains 38139 members 
Mstep: Class 23 contains 25824 members 
Mstep: Class 24 contains 179745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259696.000000 Penalty: 179644.437500
Iteration 72Q: 23 clusters Score -1.382597e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 19671 members 
Mstep: Class 3 contains 10278 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10994 members 
Mstep: Class 7 contains 116713 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15386 members 
Mstep: Class 10 contains 30788 members 
Mstep: Class 11 contains 3992 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 34074 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9690 members 
Mstep: Class 18 contains 13121 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 21 contains 38123 members 
Mstep: Class 23 contains 25827 members 
Mstep: Class 24 contains 179735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259728.000000 Penalty: 179644.437500
Iteration 73Q: 23 clusters Score -1.382597e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 19678 members 
Mstep: Class 3 contains 10277 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 116728 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15385 members 
Mstep: Class 10 contains 30781 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 34073 members 
Mstep: Class 14 contains 53128 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9689 members 
Mstep: Class 18 contains 13122 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 21 contains 38117 members 
Mstep: Class 23 contains 25829 members 
Mstep: Class 24 contains 179728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259616.000000 Penalty: 179644.437500
Iteration 74Q: 23 clusters Score -1.382596e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 19677 members 
Mstep: Class 3 contains 10279 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10994 members 
Mstep: Class 7 contains 116736 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15385 members 
Mstep: Class 10 contains 30773 members 
Mstep: Class 11 contains 3995 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 34073 members 
Mstep: Class 14 contains 53130 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9688 members 
Mstep: Class 18 contains 13123 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 21 contains 38112 members 
Mstep: Class 23 contains 25825 members 
Mstep: Class 24 contains 179735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259792.000000 Penalty: 179644.437500
Iteration 75Q: 23 clusters Score -1.382598e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 19678 members 
Mstep: Class 3 contains 10279 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 116767 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15386 members 
Mstep: Class 10 contains 30768 members 
Mstep: Class 11 contains 3999 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 34073 members 
Mstep: Class 14 contains 53127 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9688 members 
Mstep: Class 18 contains 13123 members 
Mstep: Class 19 contains 2736 members 
Mstep: Class 21 contains 38103 members 
Mstep: Class 23 contains 25804 members 
Mstep: Class 24 contains 179737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259952.000000 Penalty: 179644.437500
Iteration 76Q: 23 clusters Score -1.3826e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 19682 members 
Mstep: Class 3 contains 10278 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10996 members 
Mstep: Class 7 contains 116801 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15388 members 
Mstep: Class 10 contains 30761 members 
Mstep: Class 11 contains 3998 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 34073 members 
Mstep: Class 14 contains 53127 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9688 members 
Mstep: Class 18 contains 13125 members 
Mstep: Class 19 contains 2736 members 
Mstep: Class 21 contains 38096 members 
Mstep: Class 23 contains 25770 members 
Mstep: Class 24 contains 179740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259936.000000 Penalty: 179644.437500
Iteration 77Q: 23 clusters Score -1.382599e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 19690 members 
Mstep: Class 3 contains 10281 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 11001 members 
Mstep: Class 7 contains 116823 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15388 members 
Mstep: Class 10 contains 30756 members 
Mstep: Class 11 contains 3997 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 34071 members 
Mstep: Class 14 contains 53126 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9687 members 
Mstep: Class 18 contains 13126 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 21 contains 38094 members 
Mstep: Class 23 contains 25737 members 
Mstep: Class 24 contains 179745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138259920.000000 Penalty: 179644.437500
Iteration 78Q: 23 clusters Score -1.382599e+08 nChanged 140
Entering ConstructFrom: 
Score: -138259920.000000 Penalty: 179644.437500
Entering ConstructFrom: 
Trying to split cluster 1 (7235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Entering Unmasked Estep 
Score: -1583524.875000 Penalty: 5443.094727
	Iteration 0F: 2 clusters Score -1583525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1575021.625000 Penalty: 10886.189453
	Iteration 0F: 3 clusters Score -1575022 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1576714.750000 Penalty: 10886.189453
	Iteration 1F: 3 clusters Score -1576715 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1577248.000000 Penalty: 10886.189453
	Iteration 2F: 3 clusters Score -1577248 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1577609.500000 Penalty: 10886.189453
	Iteration 3F: 3 clusters Score -1577610 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1577948.500000 Penalty: 10886.189453
	Iteration 4Q: 3 clusters Score -1577948 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1578267.250000 Penalty: 10886.189453
	Iteration 5Q: 3 clusters Score -1578267 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1578541.750000 Penalty: 10886.189453
	Iteration 6Q: 3 clusters Score -1578542 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1578806.375000 Penalty: 10886.189453
	Iteration 7Q: 3 clusters Score -1578806 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1579035.875000 Penalty: 10886.189453
	Iteration 8Q: 3 clusters Score -1579036 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1579267.125000 Penalty: 10886.189453
	Iteration 9Q: 3 clusters Score -1579267 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1579465.875000 Penalty: 10886.189453
	Iteration 10Q: 3 clusters Score -1579466 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1579642.875000 Penalty: 10886.189453
	Iteration 11Q: 3 clusters Score -1579643 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1579761.750000 Penalty: 10886.189453
	Iteration 12Q: 3 clusters Score -1579762 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1579841.375000 Penalty: 10886.189453
	Iteration 13Q: 3 clusters Score -1579841 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1579907.000000 Penalty: 10886.189453
	Iteration 14Q: 3 clusters Score -1579907 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1579962.750000 Penalty: 10886.189453
	Iteration 15Q: 3 clusters Score -1579963 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1580022.750000 Penalty: 10886.189453
	Iteration 16Q: 3 clusters Score -1580023 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1580073.875000 Penalty: 10886.189453
	Iteration 17Q: 3 clusters Score -1580074 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1580114.750000 Penalty: 10886.189453
	Iteration 18Q: 3 clusters Score -1580115 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1580158.500000 Penalty: 10886.189453
	Iteration 19Q: 3 clusters Score -1580158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1580185.000000 Penalty: 10886.189453
	Iteration 20F: 3 clusters Score -1580185 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1580198.250000 Penalty: 10886.189453
	Iteration 21Q: 3 clusters Score -1580198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1580209.125000 Penalty: 10886.189453
	Iteration 22Q: 3 clusters Score -1580209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1580220.000000 Penalty: 10886.189453
	Iteration 23Q: 3 clusters Score -1580220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1580227.750000 Penalty: 10886.189453
	Iteration 24Q: 3 clusters Score -1580228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1580238.625000 Penalty: 10886.189453
	Iteration 25Q: 3 clusters Score -1580239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1580242.750000 Penalty: 10886.189453
	Iteration 26Q: 3 clusters Score -1580243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1580245.875000 Penalty: 10886.189453
	Iteration 27Q: 3 clusters Score -1580246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1580253.500000 Penalty: 10886.189453
	Iteration 28Q: 3 clusters Score -1580254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1580256.750000 Penalty: 10886.189453
	Iteration 29Q: 3 clusters Score -1580257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1580261.875000 Penalty: 10886.189453
	Iteration 30Q: 3 clusters Score -1580262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1580267.000000 Penalty: 10886.189453
	Iteration 31Q: 3 clusters Score -1580267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1580269.375000 Penalty: 10886.189453
	Iteration 32Q: 3 clusters Score -1580269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1580273.125000 Penalty: 10886.189453
	Iteration 33Q: 3 clusters Score -1580273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1580273.375000 Penalty: 10886.189453
	Iteration 34Q: 3 clusters Score -1580273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1580277.000000 Penalty: 10886.189453
	Iteration 35Q: 3 clusters Score -1580277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1580275.000000 Penalty: 10886.189453
	Iteration 36Q: 3 clusters Score -1580275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1580275.750000 Penalty: 10886.189453
	Iteration 37Q: 3 clusters Score -1580276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1580275.750000 Penalty: 10886.189453
	Iteration 38F: 3 clusters Score -1580276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Entering Unmasked Estep 
Score: -4504579.500000 Penalty: 6056.597656
	Iteration 0F: 2 clusters Score -4504580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -4488284.500000 Penalty: 12113.195312
	Iteration 0F: 3 clusters Score -4488284 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -4492441.000000 Penalty: 12113.195312
	Iteration 1F: 3 clusters Score -4492441 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -4493083.500000 Penalty: 12113.195312
	Iteration 2F: 3 clusters Score -4493084 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -4493516.000000 Penalty: 12113.195312
	Iteration 3Q: 3 clusters Score -4493516 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -4493844.000000 Penalty: 12113.195312
	Iteration 4Q: 3 clusters Score -4493844 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -4494139.500000 Penalty: 12113.195312
	Iteration 5Q: 3 clusters Score -4494140 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -4494400.000000 Penalty: 12113.195312
	Iteration 6Q: 3 clusters Score -4494400 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -4494648.500000 Penalty: 12113.195312
	Iteration 7Q: 3 clusters Score -4494648 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4494876.000000 Penalty: 12113.195312
	Iteration 8Q: 3 clusters Score -4494876 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -4495113.500000 Penalty: 12113.195312
	Iteration 9Q: 3 clusters Score -4495114 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -4495374.500000 Penalty: 12113.195312
	Iteration 10Q: 3 clusters Score -4495374 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -4495665.000000 Penalty: 12113.195312
	Iteration 11Q: 3 clusters Score -4495665 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -4496000.500000 Penalty: 12113.195312
	Iteration 12Q: 3 clusters Score -4496000 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -4496344.000000 Penalty: 12113.195312
	Iteration 13Q: 3 clusters Score -4496344 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -4496861.000000 Penalty: 12113.195312
	Iteration 14Q: 3 clusters Score -4496861 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -4497474.000000 Penalty: 12113.195312
	Iteration 15Q: 3 clusters Score -4497474 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -4498122.000000 Penalty: 12113.195312
	Iteration 16Q: 3 clusters Score -4498122 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -4498551.000000 Penalty: 12113.195312
	Iteration 17Q: 3 clusters Score -4498551 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -4498853.000000 Penalty: 12113.195312
	Iteration 18Q: 3 clusters Score -4498853 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -4499060.000000 Penalty: 12113.195312
	Iteration 19Q: 3 clusters Score -4499060 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -4499215.500000 Penalty: 12113.195312
	Iteration 20F: 3 clusters Score -4499216 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -4499319.500000 Penalty: 12113.195312
	Iteration 21Q: 3 clusters Score -4499320 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -4499396.000000 Penalty: 12113.195312
	Iteration 22Q: 3 clusters Score -4499396 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -4499450.000000 Penalty: 12113.195312
	Iteration 23Q: 3 clusters Score -4499450 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -4499503.000000 Penalty: 12113.195312
	Iteration 24Q: 3 clusters Score -4499503 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -4499536.500000 Penalty: 12113.195312
	Iteration 25Q: 3 clusters Score -4499536 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -4499566.000000 Penalty: 12113.195312
	Iteration 26Q: 3 clusters Score -4499566 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -4499593.500000 Penalty: 12113.195312
	Iteration 27Q: 3 clusters Score -4499594 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -4499623.000000 Penalty: 12113.195312
	Iteration 28Q: 3 clusters Score -4499623 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -4499627.000000 Penalty: 12113.195312
	Iteration 29Q: 3 clusters Score -4499627 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -4499671.500000 Penalty: 12113.195312
	Iteration 30Q: 3 clusters Score -4499672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -4499684.500000 Penalty: 12113.195312
	Iteration 31Q: 3 clusters Score -4499684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -4499703.500000 Penalty: 12113.195312
	Iteration 32Q: 3 clusters Score -4499704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -4499705.500000 Penalty: 12113.195312
	Iteration 33Q: 3 clusters Score -4499706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -4499709.500000 Penalty: 12113.195312
	Iteration 34Q: 3 clusters Score -4499710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -4499715.000000 Penalty: 12113.195312
	Iteration 35Q: 3 clusters Score -4499715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -4499730.000000 Penalty: 12113.195312
	Iteration 36Q: 3 clusters Score -4499730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -4499734.000000 Penalty: 12113.195312
	Iteration 37Q: 3 clusters Score -4499734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -4499740.500000 Penalty: 12113.195312
	Iteration 38Q: 3 clusters Score -4499740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -4499742.500000 Penalty: 12113.195312
	Iteration 39Q: 3 clusters Score -4499742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -4499743.500000 Penalty: 12113.195312
	Iteration 40F: 3 clusters Score -4499744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -4499739.000000 Penalty: 12113.195312
	Iteration 41Q: 3 clusters Score -4499739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -4499748.500000 Penalty: 12113.195312
	Iteration 42Q: 3 clusters Score -4499748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -4499764.500000 Penalty: 12113.195312
	Iteration 43Q: 3 clusters Score -4499764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -4499777.000000 Penalty: 12113.195312
	Iteration 44Q: 3 clusters Score -4499777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -4499778.500000 Penalty: 12113.195312
	Iteration 45Q: 3 clusters Score -4499778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -4499783.500000 Penalty: 12113.195312
	Iteration 46Q: 3 clusters Score -4499784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -4499774.500000 Penalty: 12113.195312
	Iteration 47Q: 3 clusters Score -4499774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -4499778.500000 Penalty: 12113.195312
	Iteration 48Q: 3 clusters Score -4499778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -4499785.000000 Penalty: 12113.195312
	Iteration 49Q: 3 clusters Score -4499785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -4499790.500000 Penalty: 12113.195312
	Iteration 50Q: 3 clusters Score -4499790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -4499794.500000 Penalty: 12113.195312
	Iteration 51Q: 3 clusters Score -4499794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -4499787.000000 Penalty: 12113.195312
	Iteration 52Q: 3 clusters Score -4499787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -4499797.000000 Penalty: 12113.195312
	Iteration 53Q: 3 clusters Score -4499797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -4499800.500000 Penalty: 12113.195312
	Iteration 54Q: 3 clusters Score -4499800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -4499802.000000 Penalty: 12113.195312
	Iteration 55Q: 3 clusters Score -4499802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -4499796.500000 Penalty: 12113.195312
	Iteration 56Q: 3 clusters Score -4499796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -4499803.500000 Penalty: 12113.195312
	Iteration 57Q: 3 clusters Score -4499804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -4499801.500000 Penalty: 12113.195312
	Iteration 58Q: 3 clusters Score -4499802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -4499803.500000 Penalty: 12113.195312
	Iteration 59Q: 3 clusters Score -4499804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -4499803.500000 Penalty: 12113.195312
	Iteration 60F: 3 clusters Score -4499804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Entering Unmasked Estep 
Score: -2353263.000000 Penalty: 5658.366699
	Iteration 0F: 2 clusters Score -2353263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2342854.250000 Penalty: 11316.733398
	Iteration 0F: 3 clusters Score -2342854 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2345005.500000 Penalty: 11316.733398
	Iteration 1F: 3 clusters Score -2345006 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2345445.250000 Penalty: 11316.733398
	Iteration 2F: 3 clusters Score -2345445 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2345709.750000 Penalty: 11316.733398
	Iteration 3Q: 3 clusters Score -2345710 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2345896.500000 Penalty: 11316.733398
	Iteration 4Q: 3 clusters Score -2345896 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2346056.750000 Penalty: 11316.733398
	Iteration 5Q: 3 clusters Score -2346057 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2346146.750000 Penalty: 11316.733398
	Iteration 6Q: 3 clusters Score -2346147 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2346216.750000 Penalty: 11316.733398
	Iteration 7Q: 3 clusters Score -2346217 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2346263.750000 Penalty: 11316.733398
	Iteration 8Q: 3 clusters Score -2346264 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2346311.000000 Penalty: 11316.733398
	Iteration 9Q: 3 clusters Score -2346311 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2346335.750000 Penalty: 11316.733398
	Iteration 10Q: 3 clusters Score -2346336 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2346367.250000 Penalty: 11316.733398
	Iteration 11Q: 3 clusters Score -2346367 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2346386.250000 Penalty: 11316.733398
	Iteration 12Q: 3 clusters Score -2346386 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2346415.250000 Penalty: 11316.733398
	Iteration 13Q: 3 clusters Score -2346415 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2346423.750000 Penalty: 11316.733398
	Iteration 14Q: 3 clusters Score -2346424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2346443.000000 Penalty: 11316.733398
	Iteration 15Q: 3 clusters Score -2346443 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2346456.750000 Penalty: 11316.733398
	Iteration 16Q: 3 clusters Score -2346457 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2346471.750000 Penalty: 11316.733398
	Iteration 17Q: 3 clusters Score -2346472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2346478.000000 Penalty: 11316.733398
	Iteration 18Q: 3 clusters Score -2346478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2346490.250000 Penalty: 11316.733398
	Iteration 19Q: 3 clusters Score -2346490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2346502.250000 Penalty: 11316.733398
	Iteration 20F: 3 clusters Score -2346502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2346506.750000 Penalty: 11316.733398
	Iteration 21Q: 3 clusters Score -2346507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2346507.750000 Penalty: 11316.733398
	Iteration 22Q: 3 clusters Score -2346508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2346510.750000 Penalty: 11316.733398
	Iteration 23Q: 3 clusters Score -2346511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2346519.000000 Penalty: 11316.733398
	Iteration 24Q: 3 clusters Score -2346519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2346529.250000 Penalty: 11316.733398
	Iteration 25Q: 3 clusters Score -2346529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2346531.750000 Penalty: 11316.733398
	Iteration 26Q: 3 clusters Score -2346532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2346528.000000 Penalty: 11316.733398
	Iteration 27Q: 3 clusters Score -2346528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2346538.250000 Penalty: 11316.733398
	Iteration 28Q: 3 clusters Score -2346538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2346541.500000 Penalty: 11316.733398
	Iteration 29Q: 3 clusters Score -2346542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2346541.250000 Penalty: 11316.733398
	Iteration 30Q: 3 clusters Score -2346541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2346543.000000 Penalty: 11316.733398
	Iteration 31Q: 3 clusters Score -2346543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2346541.500000 Penalty: 11316.733398
	Iteration 32Q: 3 clusters Score -2346542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2346541.500000 Penalty: 11316.733398
	Iteration 33F: 3 clusters Score -2346542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -135594.187500 Penalty: 4189.834961
	Iteration 0F: 2 clusters Score -135594.2 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 463 members 
Entering Unmasked Estep 
Score: -131985.046875 Penalty: 8379.669922
	Iteration 0F: 3 clusters Score -131985 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -133405.406250 Penalty: 8379.669922
	Iteration 1F: 3 clusters Score -133405.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -134487.203125 Penalty: 8379.669922
	Iteration 2F: 3 clusters Score -134487.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -135436.656250 Penalty: 8379.669922
	Iteration 3F: 3 clusters Score -135436.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -136244.484375 Penalty: 8379.669922
	Iteration 4F: 3 clusters Score -136244.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -137060.312500 Penalty: 8379.669922
	Iteration 5Q: 3 clusters Score -137060.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -137228.890625 Penalty: 8379.669922
	Iteration 6Q: 3 clusters Score -137228.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -137315.703125 Penalty: 8379.669922
	Iteration 7Q: 3 clusters Score -137315.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -137365.468750 Penalty: 8379.669922
	Iteration 8Q: 3 clusters Score -137365.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -137392.593750 Penalty: 8379.669922
	Iteration 9Q: 3 clusters Score -137392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -137437.703125 Penalty: 8379.669922
	Iteration 10Q: 3 clusters Score -137437.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -137476.953125 Penalty: 8379.669922
	Iteration 11Q: 3 clusters Score -137477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -137529.781250 Penalty: 8379.669922
	Iteration 12Q: 3 clusters Score -137529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -137541.828125 Penalty: 8379.669922
	Iteration 13Q: 3 clusters Score -137541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -137551.984375 Penalty: 8379.669922
	Iteration 14Q: 3 clusters Score -137552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -137555.937500 Penalty: 8379.669922
	Iteration 15Q: 3 clusters Score -137555.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -137573.562500 Penalty: 8379.669922
	Iteration 16F: 3 clusters Score -137573.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -137598.250000 Penalty: 8379.669922
	Iteration 17Q: 3 clusters Score -137598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -137601.093750 Penalty: 8379.669922
	Iteration 18Q: 3 clusters Score -137601.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -137601.093750 Penalty: 8379.669922
	Iteration 19F: 3 clusters Score -137601.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 19699 members 
Mstep: Class 3 contains 10282 members 
Mstep: Class 4 contains 553 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 11000 members 
Mstep: Class 7 contains 116856 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15388 members 
Mstep: Class 10 contains 30750 members 
Mstep: Class 11 contains 3997 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 34069 members 
Mstep: Class 14 contains 53125 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9686 members 
Mstep: Class 18 contains 13126 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 20 contains 382 members 
Mstep: Class 21 contains 38081 members 
Mstep: Class 23 contains 25720 members 
Mstep: Class 24 contains 179741 members 
Entering Unmasked Estep 
Score: -138258160.000000 Penalty: 187810.093750
Splitting cluster 4 changes total score from -138259920.000000 to -138258160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -226112.546875 Penalty: 4245.526367
	Iteration 0F: 2 clusters Score -226112.5 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 487 members 
Entering Unmasked Estep 
Score: -221995.765625 Penalty: 8491.052734
	Iteration 0F: 3 clusters Score -221995.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -222361.062500 Penalty: 8491.052734
	Iteration 1F: 3 clusters Score -222361.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -222523.859375 Penalty: 8491.052734
	Iteration 2F: 3 clusters Score -222523.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -222609.312500 Penalty: 8491.052734
	Iteration 3Q: 3 clusters Score -222609.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -222669.453125 Penalty: 8491.052734
	Iteration 4Q: 3 clusters Score -222669.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -222717.109375 Penalty: 8491.052734
	Iteration 5Q: 3 clusters Score -222717.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -222801.718750 Penalty: 8491.052734
	Iteration 6Q: 3 clusters Score -222801.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -222889.312500 Penalty: 8491.052734
	Iteration 7Q: 3 clusters Score -222889.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -222982.062500 Penalty: 8491.052734
	Iteration 8Q: 3 clusters Score -222982.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -223095.125000 Penalty: 8491.052734
	Iteration 9Q: 3 clusters Score -223095.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -223235.515625 Penalty: 8491.052734
	Iteration 10Q: 3 clusters Score -223235.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -223463.984375 Penalty: 8491.052734
	Iteration 11Q: 3 clusters Score -223464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -223566.968750 Penalty: 8491.052734
	Iteration 12Q: 3 clusters Score -223567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -223647.046875 Penalty: 8491.052734
	Iteration 13Q: 3 clusters Score -223647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -223687.765625 Penalty: 8491.052734
	Iteration 14Q: 3 clusters Score -223687.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -223707.796875 Penalty: 8491.052734
	Iteration 15Q: 3 clusters Score -223707.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -223720.171875 Penalty: 8491.052734
	Iteration 16Q: 3 clusters Score -223720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -223727.125000 Penalty: 8491.052734
	Iteration 17Q: 3 clusters Score -223727.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -223740.671875 Penalty: 8491.052734
	Iteration 18Q: 3 clusters Score -223740.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -223743.859375 Penalty: 8491.052734
	Iteration 19Q: 3 clusters Score -223743.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -223747.937500 Penalty: 8491.052734
	Iteration 20F: 3 clusters Score -223747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -223749.921875 Penalty: 8491.052734
	Iteration 21Q: 3 clusters Score -223749.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -223749.921875 Penalty: 8491.052734
	Iteration 22F: 3 clusters Score -223749.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Entering Unmasked Estep 
Score: -2520504.250000 Penalty: 5699.710938
	Iteration 0F: 2 clusters Score -2520504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2509589.500000 Penalty: 11399.421875
	Iteration 0F: 3 clusters Score -2509590 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2511990.750000 Penalty: 11399.421875
	Iteration 1F: 3 clusters Score -2511991 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2512445.250000 Penalty: 11399.421875
	Iteration 2F: 3 clusters Score -2512445 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2512733.000000 Penalty: 11399.421875
	Iteration 3Q: 3 clusters Score -2512733 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2512934.250000 Penalty: 11399.421875
	Iteration 4Q: 3 clusters Score -2512934 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2513098.250000 Penalty: 11399.421875
	Iteration 5Q: 3 clusters Score -2513098 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2513236.250000 Penalty: 11399.421875
	Iteration 6Q: 3 clusters Score -2513236 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2513364.250000 Penalty: 11399.421875
	Iteration 7Q: 3 clusters Score -2513364 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2513506.500000 Penalty: 11399.421875
	Iteration 8Q: 3 clusters Score -2513506 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2513685.000000 Penalty: 11399.421875
	Iteration 9Q: 3 clusters Score -2513685 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2513942.750000 Penalty: 11399.421875
	Iteration 10Q: 3 clusters Score -2513943 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2514402.250000 Penalty: 11399.421875
	Iteration 11Q: 3 clusters Score -2514402 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2515047.000000 Penalty: 11399.421875
	Iteration 12Q: 3 clusters Score -2515047 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2515716.000000 Penalty: 11399.421875
	Iteration 13Q: 3 clusters Score -2515716 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2516322.000000 Penalty: 11399.421875
	Iteration 14F: 3 clusters Score -2516322 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2516881.250000 Penalty: 11399.421875
	Iteration 15F: 3 clusters Score -2516881 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2517357.500000 Penalty: 11399.421875
	Iteration 16Q: 3 clusters Score -2517358 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2517816.500000 Penalty: 11399.421875
	Iteration 17Q: 3 clusters Score -2517816 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2518259.750000 Penalty: 11399.421875
	Iteration 18Q: 3 clusters Score -2518260 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2518590.500000 Penalty: 11399.421875
	Iteration 19Q: 3 clusters Score -2518590 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2518827.250000 Penalty: 11399.421875
	Iteration 20F: 3 clusters Score -2518827 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2518942.250000 Penalty: 11399.421875
	Iteration 21Q: 3 clusters Score -2518942 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2519012.750000 Penalty: 11399.421875
	Iteration 22Q: 3 clusters Score -2519013 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2519057.500000 Penalty: 11399.421875
	Iteration 23Q: 3 clusters Score -2519058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2519079.500000 Penalty: 11399.421875
	Iteration 24Q: 3 clusters Score -2519080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2519098.750000 Penalty: 11399.421875
	Iteration 25Q: 3 clusters Score -2519099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2519107.500000 Penalty: 11399.421875
	Iteration 26Q: 3 clusters Score -2519108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2519112.000000 Penalty: 11399.421875
	Iteration 27Q: 3 clusters Score -2519112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2519114.500000 Penalty: 11399.421875
	Iteration 28Q: 3 clusters Score -2519114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2519116.500000 Penalty: 11399.421875
	Iteration 29Q: 3 clusters Score -2519116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2519117.750000 Penalty: 11399.421875
	Iteration 30Q: 3 clusters Score -2519118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2519121.750000 Penalty: 11399.421875
	Iteration 31Q: 3 clusters Score -2519122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2519121.500000 Penalty: 11399.421875
	Iteration 32Q: 3 clusters Score -2519122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2519121.250000 Penalty: 11399.421875
	Iteration 33Q: 3 clusters Score -2519121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2519121.250000 Penalty: 11399.421875
	Iteration 34F: 3 clusters Score -2519121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (116856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116856 members 
Entering Unmasked Estep 
Score: -26898018.000000 Penalty: 7147.077148
	Iteration 0F: 2 clusters Score -2.689802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -26818794.000000 Penalty: 14294.154297
	Iteration 0F: 3 clusters Score -2.681879e+07 nChanged 53822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -26849188.000000 Penalty: 14294.154297
	Iteration 1F: 3 clusters Score -2.684919e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -26850964.000000 Penalty: 14294.154297
	Iteration 2Q: 3 clusters Score -2.685096e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 58708 members 
Entering Unmasked Estep 
Score: -26853530.000000 Penalty: 14294.154297
	Iteration 3Q: 3 clusters Score -2.685353e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
Score: -26856968.000000 Penalty: 14294.154297
	Iteration 4F: 3 clusters Score -2.685697e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -26862508.000000 Penalty: 14294.154297
	Iteration 5F: 3 clusters Score -2.686251e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -26869630.000000 Penalty: 14294.154297
	Iteration 6F: 3 clusters Score -2.686963e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -26876866.000000 Penalty: 14294.154297
	Iteration 7F: 3 clusters Score -2.687687e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -26882912.000000 Penalty: 14294.154297
	Iteration 8F: 3 clusters Score -2.688291e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -26887360.000000 Penalty: 14294.154297
	Iteration 9F: 3 clusters Score -2.688736e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61614 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -26890338.000000 Penalty: 14294.154297
	Iteration 10Q: 3 clusters Score -2.689034e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -26892592.000000 Penalty: 14294.154297
	Iteration 11Q: 3 clusters Score -2.689259e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -26894670.000000 Penalty: 14294.154297
	Iteration 12Q: 3 clusters Score -2.689467e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70100 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -26896440.000000 Penalty: 14294.154297
	Iteration 13Q: 3 clusters Score -2.689644e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73084 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -26898456.000000 Penalty: 14294.154297
	Iteration 14Q: 3 clusters Score -2.689846e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76032 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -26900348.000000 Penalty: 14294.154297
	Iteration 15Q: 3 clusters Score -2.690035e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78809 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -26902312.000000 Penalty: 14294.154297
	Iteration 16Q: 3 clusters Score -2.690231e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81406 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -26904264.000000 Penalty: 14294.154297
	Iteration 17Q: 3 clusters Score -2.690426e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83833 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -26906802.000000 Penalty: 14294.154297
	Iteration 18Q: 3 clusters Score -2.69068e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85833 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -26908980.000000 Penalty: 14294.154297
	Iteration 19Q: 3 clusters Score -2.690898e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87233 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -26909976.000000 Penalty: 14294.154297
	Iteration 20F: 3 clusters Score -2.690998e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88208 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -26910374.000000 Penalty: 14294.154297
	Iteration 21Q: 3 clusters Score -2.691037e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88849 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -26910656.000000 Penalty: 14294.154297
	Iteration 22Q: 3 clusters Score -2.691066e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -26910748.000000 Penalty: 14294.154297
	Iteration 23Q: 3 clusters Score -2.691075e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89674 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -26910852.000000 Penalty: 14294.154297
	Iteration 24Q: 3 clusters Score -2.691085e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -26910924.000000 Penalty: 14294.154297
	Iteration 25Q: 3 clusters Score -2.691092e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90145 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -26910932.000000 Penalty: 14294.154297
	Iteration 26Q: 3 clusters Score -2.691093e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90294 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -26910934.000000 Penalty: 14294.154297
	Iteration 27Q: 3 clusters Score -2.691093e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90417 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -26910914.000000 Penalty: 14294.154297
	Iteration 28Q: 3 clusters Score -2.691091e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -26910922.000000 Penalty: 14294.154297
	Iteration 29Q: 3 clusters Score -2.691092e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90617 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -26910924.000000 Penalty: 14294.154297
	Iteration 30Q: 3 clusters Score -2.691092e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90692 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -26910902.000000 Penalty: 14294.154297
	Iteration 31Q: 3 clusters Score -2.69109e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90763 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -26910918.000000 Penalty: 14294.154297
	Iteration 32Q: 3 clusters Score -2.691092e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90812 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -26910906.000000 Penalty: 14294.154297
	Iteration 33Q: 3 clusters Score -2.691091e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -26910914.000000 Penalty: 14294.154297
	Iteration 34Q: 3 clusters Score -2.691091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90863 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -26910922.000000 Penalty: 14294.154297
	Iteration 35Q: 3 clusters Score -2.691092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90868 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -26910916.000000 Penalty: 14294.154297
	Iteration 36Q: 3 clusters Score -2.691092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90871 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -26910920.000000 Penalty: 14294.154297
	Iteration 37Q: 3 clusters Score -2.691092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90874 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -26910930.000000 Penalty: 14294.154297
	Iteration 38Q: 3 clusters Score -2.691093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90877 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -26910928.000000 Penalty: 14294.154297
	Iteration 39Q: 3 clusters Score -2.691093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90877 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -26910928.000000 Penalty: 14294.154297
	Iteration 40F: 3 clusters Score -2.691093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 19699 members 
Mstep: Class 3 contains 10282 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 11000 members 
Mstep: Class 7 contains 90877 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 15388 members 
Mstep: Class 10 contains 30750 members 
Mstep: Class 11 contains 3997 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 34069 members 
Mstep: Class 14 contains 53125 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9686 members 
Mstep: Class 18 contains 13126 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 20 contains 25979 members 
Mstep: Class 21 contains 38081 members 
Mstep: Class 23 contains 25720 members 
Mstep: Class 24 contains 179741 members 
Entering Unmasked Estep 
Score: -138272368.000000 Penalty: 187810.093750
Splitting cluster 7 changes total score from -138259920.000000 to -138272368.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 8 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -283598.625000 Penalty: 4454.344238
	Iteration 0F: 2 clusters Score -283598.6 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 725 members 
Entering Unmasked Estep 
Score: -279481.281250 Penalty: 8908.688477
	Iteration 0F: 3 clusters Score -279481.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -281327.968750 Penalty: 8908.688477
	Iteration 1F: 3 clusters Score -281328 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -283011.031250 Penalty: 8908.688477
	Iteration 2F: 3 clusters Score -283011 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -284670.093750 Penalty: 8908.688477
	Iteration 3F: 3 clusters Score -284670.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -285641.593750 Penalty: 8908.688477
	Iteration 4F: 3 clusters Score -285641.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -286703.031250 Penalty: 8908.688477
	Iteration 5Q: 3 clusters Score -286703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -289082.406250 Penalty: 8908.688477
	Iteration 6Q: 3 clusters Score -289082.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -289091.437500 Penalty: 8908.688477
	Iteration 7Q: 3 clusters Score -289091.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -289091.437500 Penalty: 8908.688477
	Iteration 8F: 3 clusters Score -289091.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 19699 members 
Mstep: Class 3 contains 10282 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 11000 members 
Mstep: Class 7 contains 90877 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 15388 members 
Mstep: Class 10 contains 30750 members 
Mstep: Class 11 contains 3997 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 34069 members 
Mstep: Class 14 contains 53125 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9686 members 
Mstep: Class 18 contains 13126 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 20 contains 25979 members 
Mstep: Class 21 contains 38081 members 
Mstep: Class 22 contains 1056 members 
Mstep: Class 23 contains 25720 members 
Mstep: Class 24 contains 179741 members 
Entering Unmasked Estep 
Score: -138274032.000000 Penalty: 195975.750000
Splitting cluster 8 changes total score from -138259920.000000 to -138274032.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (15388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Entering Unmasked Estep 
Score: -3502020.500000 Penalty: 5905.322754
	Iteration 0F: 2 clusters Score -3502020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -3488388.000000 Penalty: 11810.645508
	Iteration 0F: 3 clusters Score -3488388 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -3491753.750000 Penalty: 11810.645508
	Iteration 1F: 3 clusters Score -3491754 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -3492329.250000 Penalty: 11810.645508
	Iteration 2F: 3 clusters Score -3492329 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3492727.000000 Penalty: 11810.645508
	Iteration 3Q: 3 clusters Score -3492727 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -3493029.750000 Penalty: 11810.645508
	Iteration 4Q: 3 clusters Score -3493030 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3493289.250000 Penalty: 11810.645508
	Iteration 5Q: 3 clusters Score -3493289 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -3493512.000000 Penalty: 11810.645508
	Iteration 6Q: 3 clusters Score -3493512 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -3493746.000000 Penalty: 11810.645508
	Iteration 7Q: 3 clusters Score -3493746 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -3493992.250000 Penalty: 11810.645508
	Iteration 8Q: 3 clusters Score -3493992 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -3494210.250000 Penalty: 11810.645508
	Iteration 9Q: 3 clusters Score -3494210 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3494423.500000 Penalty: 11810.645508
	Iteration 10Q: 3 clusters Score -3494424 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3494605.000000 Penalty: 11810.645508
	Iteration 11Q: 3 clusters Score -3494605 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -3494786.750000 Penalty: 11810.645508
	Iteration 12Q: 3 clusters Score -3494787 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -3494909.500000 Penalty: 11810.645508
	Iteration 13Q: 3 clusters Score -3494910 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -3495047.000000 Penalty: 11810.645508
	Iteration 14Q: 3 clusters Score -3495047 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3495150.750000 Penalty: 11810.645508
	Iteration 15Q: 3 clusters Score -3495151 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -3495256.750000 Penalty: 11810.645508
	Iteration 16Q: 3 clusters Score -3495257 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -3495350.250000 Penalty: 11810.645508
	Iteration 17Q: 3 clusters Score -3495350 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -3495446.750000 Penalty: 11810.645508
	Iteration 18Q: 3 clusters Score -3495447 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -3495554.000000 Penalty: 11810.645508
	Iteration 19Q: 3 clusters Score -3495554 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3495644.250000 Penalty: 11810.645508
	Iteration 20F: 3 clusters Score -3495644 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -3495734.250000 Penalty: 11810.645508
	Iteration 21Q: 3 clusters Score -3495734 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -3495815.500000 Penalty: 11810.645508
	Iteration 22Q: 3 clusters Score -3495816 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -3495878.750000 Penalty: 11810.645508
	Iteration 23Q: 3 clusters Score -3495879 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3495952.750000 Penalty: 11810.645508
	Iteration 24Q: 3 clusters Score -3495953 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -3496021.750000 Penalty: 11810.645508
	Iteration 25Q: 3 clusters Score -3496022 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -3496079.750000 Penalty: 11810.645508
	Iteration 26Q: 3 clusters Score -3496080 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -3496129.750000 Penalty: 11810.645508
	Iteration 27Q: 3 clusters Score -3496130 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -3496177.250000 Penalty: 11810.645508
	Iteration 28Q: 3 clusters Score -3496177 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3496215.500000 Penalty: 11810.645508
	Iteration 29Q: 3 clusters Score -3496216 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -3496262.500000 Penalty: 11810.645508
	Iteration 30Q: 3 clusters Score -3496262 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -3496280.750000 Penalty: 11810.645508
	Iteration 31Q: 3 clusters Score -3496281 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3496310.000000 Penalty: 11810.645508
	Iteration 32Q: 3 clusters Score -3496310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3496336.500000 Penalty: 11810.645508
	Iteration 33Q: 3 clusters Score -3496336 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3496354.250000 Penalty: 11810.645508
	Iteration 34Q: 3 clusters Score -3496354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -3496372.500000 Penalty: 11810.645508
	Iteration 35Q: 3 clusters Score -3496372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3496405.500000 Penalty: 11810.645508
	Iteration 36Q: 3 clusters Score -3496406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3496420.250000 Penalty: 11810.645508
	Iteration 37Q: 3 clusters Score -3496420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3496443.750000 Penalty: 11810.645508
	Iteration 38Q: 3 clusters Score -3496444 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3496477.750000 Penalty: 11810.645508
	Iteration 39Q: 3 clusters Score -3496478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -3496504.000000 Penalty: 11810.645508
	Iteration 40F: 3 clusters Score -3496504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3496529.250000 Penalty: 11810.645508
	Iteration 41Q: 3 clusters Score -3496529 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3496560.250000 Penalty: 11810.645508
	Iteration 42Q: 3 clusters Score -3496560 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -3496586.750000 Penalty: 11810.645508
	Iteration 43Q: 3 clusters Score -3496587 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3496602.000000 Penalty: 11810.645508
	Iteration 44Q: 3 clusters Score -3496602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3496609.250000 Penalty: 11810.645508
	Iteration 45Q: 3 clusters Score -3496609 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3496627.250000 Penalty: 11810.645508
	Iteration 46Q: 3 clusters Score -3496627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3496641.250000 Penalty: 11810.645508
	Iteration 47Q: 3 clusters Score -3496641 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3496660.250000 Penalty: 11810.645508
	Iteration 48Q: 3 clusters Score -3496660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3496685.250000 Penalty: 11810.645508
	Iteration 49Q: 3 clusters Score -3496685 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3496716.750000 Penalty: 11810.645508
	Iteration 50Q: 3 clusters Score -3496717 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -3496729.000000 Penalty: 11810.645508
	Iteration 51Q: 3 clusters Score -3496729 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3496747.250000 Penalty: 11810.645508
	Iteration 52Q: 3 clusters Score -3496747 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3496758.750000 Penalty: 11810.645508
	Iteration 53Q: 3 clusters Score -3496759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3496779.500000 Penalty: 11810.645508
	Iteration 54Q: 3 clusters Score -3496780 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3496808.500000 Penalty: 11810.645508
	Iteration 55Q: 3 clusters Score -3496808 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3496846.500000 Penalty: 11810.645508
	Iteration 56Q: 3 clusters Score -3496846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3496883.000000 Penalty: 11810.645508
	Iteration 57Q: 3 clusters Score -3496883 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3496917.000000 Penalty: 11810.645508
	Iteration 58Q: 3 clusters Score -3496917 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3496925.000000 Penalty: 11810.645508
	Iteration 59Q: 3 clusters Score -3496925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3496948.000000 Penalty: 11810.645508
	Iteration 60F: 3 clusters Score -3496948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3496971.750000 Penalty: 11810.645508
	Iteration 61Q: 3 clusters Score -3496972 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3497002.500000 Penalty: 11810.645508
	Iteration 62Q: 3 clusters Score -3497002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3497031.000000 Penalty: 11810.645508
	Iteration 63Q: 3 clusters Score -3497031 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3497060.500000 Penalty: 11810.645508
	Iteration 64Q: 3 clusters Score -3497060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3497089.500000 Penalty: 11810.645508
	Iteration 65Q: 3 clusters Score -3497090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3497117.250000 Penalty: 11810.645508
	Iteration 66Q: 3 clusters Score -3497117 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3497146.250000 Penalty: 11810.645508
	Iteration 67Q: 3 clusters Score -3497146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3497170.250000 Penalty: 11810.645508
	Iteration 68Q: 3 clusters Score -3497170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3497192.250000 Penalty: 11810.645508
	Iteration 69Q: 3 clusters Score -3497192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3497207.250000 Penalty: 11810.645508
	Iteration 70Q: 3 clusters Score -3497207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3497233.750000 Penalty: 11810.645508
	Iteration 71Q: 3 clusters Score -3497234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3497252.250000 Penalty: 11810.645508
	Iteration 72Q: 3 clusters Score -3497252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3497263.750000 Penalty: 11810.645508
	Iteration 73Q: 3 clusters Score -3497264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3497286.000000 Penalty: 11810.645508
	Iteration 74Q: 3 clusters Score -3497286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3497281.750000 Penalty: 11810.645508
	Iteration 75Q: 3 clusters Score -3497282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3497288.000000 Penalty: 11810.645508
	Iteration 76Q: 3 clusters Score -3497288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3497291.250000 Penalty: 11810.645508
	Iteration 77Q: 3 clusters Score -3497291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3497296.500000 Penalty: 11810.645508
	Iteration 78Q: 3 clusters Score -3497296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3497288.500000 Penalty: 11810.645508
	Iteration 79Q: 3 clusters Score -3497288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3497289.750000 Penalty: 11810.645508
	Iteration 80F: 3 clusters Score -3497290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3497287.000000 Penalty: 11810.645508
	Iteration 81Q: 3 clusters Score -3497287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3497288.500000 Penalty: 11810.645508
	Iteration 82Q: 3 clusters Score -3497288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3497289.500000 Penalty: 11810.645508
	Iteration 83Q: 3 clusters Score -3497290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3497294.500000 Penalty: 11810.645508
	Iteration 84Q: 3 clusters Score -3497294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3497296.250000 Penalty: 11810.645508
	Iteration 85Q: 3 clusters Score -3497296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3497303.500000 Penalty: 11810.645508
	Iteration 86Q: 3 clusters Score -3497304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3497295.250000 Penalty: 11810.645508
	Iteration 87Q: 3 clusters Score -3497295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3497302.750000 Penalty: 11810.645508
	Iteration 88Q: 3 clusters Score -3497303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3497301.750000 Penalty: 11810.645508
	Iteration 89Q: 3 clusters Score -3497302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3497301.750000 Penalty: 11810.645508
	Iteration 90F: 3 clusters Score -3497302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Entering Unmasked Estep 
Score: -6995931.500000 Penalty: 6329.357422
	Iteration 0F: 2 clusters Score -6995932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -6972649.500000 Penalty: 12658.714844
	Iteration 0F: 3 clusters Score -6972650 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -6979486.000000 Penalty: 12658.714844
	Iteration 1F: 3 clusters Score -6979486 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -6980221.500000 Penalty: 12658.714844
	Iteration 2F: 3 clusters Score -6980222 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -6980780.000000 Penalty: 12658.714844
	Iteration 3Q: 3 clusters Score -6980780 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -6981235.000000 Penalty: 12658.714844
	Iteration 4Q: 3 clusters Score -6981235 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -6981572.000000 Penalty: 12658.714844
	Iteration 5Q: 3 clusters Score -6981572 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -6981868.500000 Penalty: 12658.714844
	Iteration 6Q: 3 clusters Score -6981868 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -6982157.000000 Penalty: 12658.714844
	Iteration 7Q: 3 clusters Score -6982157 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -6982457.000000 Penalty: 12658.714844
	Iteration 8Q: 3 clusters Score -6982457 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -6982796.000000 Penalty: 12658.714844
	Iteration 9Q: 3 clusters Score -6982796 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -6983270.000000 Penalty: 12658.714844
	Iteration 10Q: 3 clusters Score -6983270 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -6983832.500000 Penalty: 12658.714844
	Iteration 11Q: 3 clusters Score -6983832 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -6984593.500000 Penalty: 12658.714844
	Iteration 12Q: 3 clusters Score -6984594 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -6985543.000000 Penalty: 12658.714844
	Iteration 13Q: 3 clusters Score -6985543 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -6986585.000000 Penalty: 12658.714844
	Iteration 14Q: 3 clusters Score -6986585 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -6987543.000000 Penalty: 12658.714844
	Iteration 15Q: 3 clusters Score -6987543 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -6988240.000000 Penalty: 12658.714844
	Iteration 16Q: 3 clusters Score -6988240 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -6988777.500000 Penalty: 12658.714844
	Iteration 17Q: 3 clusters Score -6988778 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -6989183.000000 Penalty: 12658.714844
	Iteration 18Q: 3 clusters Score -6989183 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -6989542.000000 Penalty: 12658.714844
	Iteration 19Q: 3 clusters Score -6989542 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -6989858.000000 Penalty: 12658.714844
	Iteration 20F: 3 clusters Score -6989858 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -6990102.000000 Penalty: 12658.714844
	Iteration 21Q: 3 clusters Score -6990102 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -6990235.500000 Penalty: 12658.714844
	Iteration 22Q: 3 clusters Score -6990236 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -6990364.000000 Penalty: 12658.714844
	Iteration 23Q: 3 clusters Score -6990364 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -6990424.000000 Penalty: 12658.714844
	Iteration 24Q: 3 clusters Score -6990424 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -6990496.500000 Penalty: 12658.714844
	Iteration 25Q: 3 clusters Score -6990496 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -6990544.000000 Penalty: 12658.714844
	Iteration 26Q: 3 clusters Score -6990544 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -6990589.000000 Penalty: 12658.714844
	Iteration 27Q: 3 clusters Score -6990589 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -6990624.000000 Penalty: 12658.714844
	Iteration 28Q: 3 clusters Score -6990624 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -6990663.500000 Penalty: 12658.714844
	Iteration 29Q: 3 clusters Score -6990664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -6990682.000000 Penalty: 12658.714844
	Iteration 30Q: 3 clusters Score -6990682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -6990680.500000 Penalty: 12658.714844
	Iteration 31Q: 3 clusters Score -6990680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -6990703.500000 Penalty: 12658.714844
	Iteration 32Q: 3 clusters Score -6990704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -6990731.000000 Penalty: 12658.714844
	Iteration 33Q: 3 clusters Score -6990731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -6990733.000000 Penalty: 12658.714844
	Iteration 34Q: 3 clusters Score -6990733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -6990743.500000 Penalty: 12658.714844
	Iteration 35Q: 3 clusters Score -6990744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -6990750.500000 Penalty: 12658.714844
	Iteration 36Q: 3 clusters Score -6990750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -6990748.000000 Penalty: 12658.714844
	Iteration 37Q: 3 clusters Score -6990748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -6990756.500000 Penalty: 12658.714844
	Iteration 38Q: 3 clusters Score -6990756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -6990759.000000 Penalty: 12658.714844
	Iteration 39Q: 3 clusters Score -6990759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -6990763.000000 Penalty: 12658.714844
	Iteration 40F: 3 clusters Score -6990763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -6990771.000000 Penalty: 12658.714844
	Iteration 41Q: 3 clusters Score -6990771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -6990771.500000 Penalty: 12658.714844
	Iteration 42Q: 3 clusters Score -6990772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -6990773.500000 Penalty: 12658.714844
	Iteration 43Q: 3 clusters Score -6990774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -6990774.500000 Penalty: 12658.714844
	Iteration 44Q: 3 clusters Score -6990774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -6990786.500000 Penalty: 12658.714844
	Iteration 45Q: 3 clusters Score -6990786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -6990785.500000 Penalty: 12658.714844
	Iteration 46Q: 3 clusters Score -6990786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -6990788.500000 Penalty: 12658.714844
	Iteration 47Q: 3 clusters Score -6990788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -6990788.500000 Penalty: 12658.714844
	Iteration 48Q: 3 clusters Score -6990788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -6990784.500000 Penalty: 12658.714844
	Iteration 49Q: 3 clusters Score -6990784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -6990787.000000 Penalty: 12658.714844
	Iteration 50Q: 3 clusters Score -6990787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -6990781.500000 Penalty: 12658.714844
	Iteration 51Q: 3 clusters Score -6990782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -6990782.500000 Penalty: 12658.714844
	Iteration 52Q: 3 clusters Score -6990782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -6990782.500000 Penalty: 12658.714844
	Iteration 53Q: 3 clusters Score -6990782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -6990786.500000 Penalty: 12658.714844
	Iteration 54Q: 3 clusters Score -6990786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -6990785.000000 Penalty: 12658.714844
	Iteration 55Q: 3 clusters Score -6990785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -6990787.000000 Penalty: 12658.714844
	Iteration 56Q: 3 clusters Score -6990787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -6990792.000000 Penalty: 12658.714844
	Iteration 57Q: 3 clusters Score -6990792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -6990784.500000 Penalty: 12658.714844
	Iteration 58Q: 3 clusters Score -6990784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -6990794.000000 Penalty: 12658.714844
	Iteration 59Q: 3 clusters Score -6990794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -6990799.500000 Penalty: 12658.714844
	Iteration 60F: 3 clusters Score -6990800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -6990798.000000 Penalty: 12658.714844
	Iteration 61Q: 3 clusters Score -6990798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -6990801.500000 Penalty: 12658.714844
	Iteration 62Q: 3 clusters Score -6990802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -6990790.500000 Penalty: 12658.714844
	Iteration 63Q: 3 clusters Score -6990790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -6990795.500000 Penalty: 12658.714844
	Iteration 64Q: 3 clusters Score -6990796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -6990804.500000 Penalty: 12658.714844
	Iteration 65Q: 3 clusters Score -6990804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -6990803.000000 Penalty: 12658.714844
	Iteration 66Q: 3 clusters Score -6990803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -6990812.000000 Penalty: 12658.714844
	Iteration 67Q: 3 clusters Score -6990812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -6990816.500000 Penalty: 12658.714844
	Iteration 68Q: 3 clusters Score -6990816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -6990809.500000 Penalty: 12658.714844
	Iteration 69Q: 3 clusters Score -6990810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -6990800.000000 Penalty: 12658.714844
	Iteration 70Q: 3 clusters Score -6990800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -6990820.000000 Penalty: 12658.714844
	Iteration 71Q: 3 clusters Score -6990820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -6990814.500000 Penalty: 12658.714844
	Iteration 72Q: 3 clusters Score -6990814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -6990821.000000 Penalty: 12658.714844
	Iteration 73Q: 3 clusters Score -6990821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -6990820.500000 Penalty: 12658.714844
	Iteration 74Q: 3 clusters Score -6990820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -6990822.000000 Penalty: 12658.714844
	Iteration 75Q: 3 clusters Score -6990822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -6990832.000000 Penalty: 12658.714844
	Iteration 76Q: 3 clusters Score -6990832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -6990830.000000 Penalty: 12658.714844
	Iteration 77Q: 3 clusters Score -6990830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -6990825.500000 Penalty: 12658.714844
	Iteration 78Q: 3 clusters Score -6990826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -6990825.500000 Penalty: 12658.714844
	Iteration 79F: 3 clusters Score -6990826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Entering Unmasked Estep 
Score: -876479.187500 Penalty: 5079.645996
	Iteration 0F: 2 clusters Score -876479.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -870079.625000 Penalty: 10159.291992
	Iteration 0F: 3 clusters Score -870079.6 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -871014.000000 Penalty: 10159.291992
	Iteration 1F: 3 clusters Score -871014 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -871236.625000 Penalty: 10159.291992
	Iteration 2F: 3 clusters Score -871236.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -871359.937500 Penalty: 10159.291992
	Iteration 3Q: 3 clusters Score -871359.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -871434.062500 Penalty: 10159.291992
	Iteration 4Q: 3 clusters Score -871434.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -871484.250000 Penalty: 10159.291992
	Iteration 5Q: 3 clusters Score -871484.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -871543.312500 Penalty: 10159.291992
	Iteration 6Q: 3 clusters Score -871543.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -871586.250000 Penalty: 10159.291992
	Iteration 7Q: 3 clusters Score -871586.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -871611.937500 Penalty: 10159.291992
	Iteration 8Q: 3 clusters Score -871611.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -871639.812500 Penalty: 10159.291992
	Iteration 9Q: 3 clusters Score -871639.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -871676.125000 Penalty: 10159.291992
	Iteration 10Q: 3 clusters Score -871676.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -871694.000000 Penalty: 10159.291992
	Iteration 11Q: 3 clusters Score -871694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -871713.812500 Penalty: 10159.291992
	Iteration 12Q: 3 clusters Score -871713.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -871736.500000 Penalty: 10159.291992
	Iteration 13Q: 3 clusters Score -871736.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -871748.750000 Penalty: 10159.291992
	Iteration 14Q: 3 clusters Score -871748.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -871762.437500 Penalty: 10159.291992
	Iteration 15Q: 3 clusters Score -871762.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -871774.312500 Penalty: 10159.291992
	Iteration 16Q: 3 clusters Score -871774.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -871784.937500 Penalty: 10159.291992
	Iteration 17Q: 3 clusters Score -871784.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -871798.562500 Penalty: 10159.291992
	Iteration 18Q: 3 clusters Score -871798.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -871813.437500 Penalty: 10159.291992
	Iteration 19Q: 3 clusters Score -871813.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -871826.812500 Penalty: 10159.291992
	Iteration 20F: 3 clusters Score -871826.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -871836.187500 Penalty: 10159.291992
	Iteration 21Q: 3 clusters Score -871836.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -871844.250000 Penalty: 10159.291992
	Iteration 22Q: 3 clusters Score -871844.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -871851.625000 Penalty: 10159.291992
	Iteration 23Q: 3 clusters Score -871851.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -871856.625000 Penalty: 10159.291992
	Iteration 24Q: 3 clusters Score -871856.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -871868.125000 Penalty: 10159.291992
	Iteration 25Q: 3 clusters Score -871868.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -871876.437500 Penalty: 10159.291992
	Iteration 26Q: 3 clusters Score -871876.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -871881.812500 Penalty: 10159.291992
	Iteration 27Q: 3 clusters Score -871881.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -871889.375000 Penalty: 10159.291992
	Iteration 28Q: 3 clusters Score -871889.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -871897.500000 Penalty: 10159.291992
	Iteration 29Q: 3 clusters Score -871897.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -871903.562500 Penalty: 10159.291992
	Iteration 30Q: 3 clusters Score -871903.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -871903.187500 Penalty: 10159.291992
	Iteration 31Q: 3 clusters Score -871903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -871905.437500 Penalty: 10159.291992
	Iteration 32Q: 3 clusters Score -871905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -871905.062500 Penalty: 10159.291992
	Iteration 33Q: 3 clusters Score -871905.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -871907.312500 Penalty: 10159.291992
	Iteration 34Q: 3 clusters Score -871907.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -871908.437500 Penalty: 10159.291992
	Iteration 35Q: 3 clusters Score -871908.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -871908.437500 Penalty: 10159.291992
	Iteration 36F: 3 clusters Score -871908.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Entering Unmasked Estep 
Score: -8802104.000000 Penalty: 6469.853516
	Iteration 0F: 2 clusters Score -8802104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -8773586.000000 Penalty: 12939.707031
	Iteration 0F: 3 clusters Score -8773586 nChanged 16730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -8782735.000000 Penalty: 12939.707031
	Iteration 1F: 3 clusters Score -8782735 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -8783758.000000 Penalty: 12939.707031
	Iteration 2F: 3 clusters Score -8783758 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -8784530.000000 Penalty: 12939.707031
	Iteration 3Q: 3 clusters Score -8784530 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -8785334.000000 Penalty: 12939.707031
	Iteration 4Q: 3 clusters Score -8785334 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -8786161.000000 Penalty: 12939.707031
	Iteration 5Q: 3 clusters Score -8786161 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -8787306.000000 Penalty: 12939.707031
	Iteration 6F: 3 clusters Score -8787306 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -8788787.000000 Penalty: 12939.707031
	Iteration 7F: 3 clusters Score -8788787 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -8790261.000000 Penalty: 12939.707031
	Iteration 8F: 3 clusters Score -8790261 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -8791527.000000 Penalty: 12939.707031
	Iteration 9F: 3 clusters Score -8791527 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -8792599.000000 Penalty: 12939.707031
	Iteration 10Q: 3 clusters Score -8792599 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -8793327.000000 Penalty: 12939.707031
	Iteration 11Q: 3 clusters Score -8793327 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -8793852.000000 Penalty: 12939.707031
	Iteration 12Q: 3 clusters Score -8793852 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -8794212.000000 Penalty: 12939.707031
	Iteration 13Q: 3 clusters Score -8794212 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -8794517.000000 Penalty: 12939.707031
	Iteration 14Q: 3 clusters Score -8794517 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -8794731.000000 Penalty: 12939.707031
	Iteration 15Q: 3 clusters Score -8794731 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -8794896.000000 Penalty: 12939.707031
	Iteration 16Q: 3 clusters Score -8794896 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -8795034.000000 Penalty: 12939.707031
	Iteration 17Q: 3 clusters Score -8795034 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -8795132.000000 Penalty: 12939.707031
	Iteration 18Q: 3 clusters Score -8795132 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -8795288.000000 Penalty: 12939.707031
	Iteration 19Q: 3 clusters Score -8795288 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -8795362.000000 Penalty: 12939.707031
	Iteration 20F: 3 clusters Score -8795362 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -8795517.000000 Penalty: 12939.707031
	Iteration 21Q: 3 clusters Score -8795517 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -8795626.000000 Penalty: 12939.707031
	Iteration 22Q: 3 clusters Score -8795626 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -8795757.000000 Penalty: 12939.707031
	Iteration 23Q: 3 clusters Score -8795757 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -8795839.000000 Penalty: 12939.707031
	Iteration 24Q: 3 clusters Score -8795839 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -8795935.000000 Penalty: 12939.707031
	Iteration 25Q: 3 clusters Score -8795935 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -8796032.000000 Penalty: 12939.707031
	Iteration 26Q: 3 clusters Score -8796032 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -8796170.000000 Penalty: 12939.707031
	Iteration 27Q: 3 clusters Score -8796170 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -8796238.000000 Penalty: 12939.707031
	Iteration 28Q: 3 clusters Score -8796238 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -8796286.000000 Penalty: 12939.707031
	Iteration 29Q: 3 clusters Score -8796286 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -8796310.000000 Penalty: 12939.707031
	Iteration 30Q: 3 clusters Score -8796310 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -8796357.000000 Penalty: 12939.707031
	Iteration 31Q: 3 clusters Score -8796357 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -8796398.000000 Penalty: 12939.707031
	Iteration 32Q: 3 clusters Score -8796398 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -8796424.000000 Penalty: 12939.707031
	Iteration 33Q: 3 clusters Score -8796424 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -8796492.000000 Penalty: 12939.707031
	Iteration 34Q: 3 clusters Score -8796492 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -8796527.000000 Penalty: 12939.707031
	Iteration 35Q: 3 clusters Score -8796527 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -8796563.000000 Penalty: 12939.707031
	Iteration 36Q: 3 clusters Score -8796563 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -8796613.000000 Penalty: 12939.707031
	Iteration 37Q: 3 clusters Score -8796613 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -8796639.000000 Penalty: 12939.707031
	Iteration 38Q: 3 clusters Score -8796639 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -8796665.000000 Penalty: 12939.707031
	Iteration 39Q: 3 clusters Score -8796665 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -8796704.000000 Penalty: 12939.707031
	Iteration 40F: 3 clusters Score -8796704 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -8796728.000000 Penalty: 12939.707031
	Iteration 41Q: 3 clusters Score -8796728 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -8796746.000000 Penalty: 12939.707031
	Iteration 42Q: 3 clusters Score -8796746 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -8796761.000000 Penalty: 12939.707031
	Iteration 43Q: 3 clusters Score -8796761 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -8796779.000000 Penalty: 12939.707031
	Iteration 44Q: 3 clusters Score -8796779 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -8796787.000000 Penalty: 12939.707031
	Iteration 45Q: 3 clusters Score -8796787 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -8796817.000000 Penalty: 12939.707031
	Iteration 46Q: 3 clusters Score -8796817 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -8796829.000000 Penalty: 12939.707031
	Iteration 47Q: 3 clusters Score -8796829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -8796832.000000 Penalty: 12939.707031
	Iteration 48Q: 3 clusters Score -8796832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -8796853.000000 Penalty: 12939.707031
	Iteration 49Q: 3 clusters Score -8796853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -8796856.000000 Penalty: 12939.707031
	Iteration 50Q: 3 clusters Score -8796856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -8796888.000000 Penalty: 12939.707031
	Iteration 51Q: 3 clusters Score -8796888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -8796876.000000 Penalty: 12939.707031
	Iteration 52Q: 3 clusters Score -8796876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -8796867.000000 Penalty: 12939.707031
	Iteration 53Q: 3 clusters Score -8796867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -8796893.000000 Penalty: 12939.707031
	Iteration 54Q: 3 clusters Score -8796893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -8796900.000000 Penalty: 12939.707031
	Iteration 55Q: 3 clusters Score -8796900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -8796900.000000 Penalty: 12939.707031
	Iteration 56Q: 3 clusters Score -8796900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -8796889.000000 Penalty: 12939.707031
	Iteration 57Q: 3 clusters Score -8796889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -8796882.000000 Penalty: 12939.707031
	Iteration 58Q: 3 clusters Score -8796882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -8796894.000000 Penalty: 12939.707031
	Iteration 59Q: 3 clusters Score -8796894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -8796897.000000 Penalty: 12939.707031
	Iteration 60F: 3 clusters Score -8796897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -8796899.000000 Penalty: 12939.707031
	Iteration 61Q: 3 clusters Score -8796899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -8796892.000000 Penalty: 12939.707031
	Iteration 62Q: 3 clusters Score -8796892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -8796892.000000 Penalty: 12939.707031
	Iteration 63Q: 3 clusters Score -8796892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -8796896.000000 Penalty: 12939.707031
	Iteration 64Q: 3 clusters Score -8796896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -8796911.000000 Penalty: 12939.707031
	Iteration 65Q: 3 clusters Score -8796911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -8796914.000000 Penalty: 12939.707031
	Iteration 66Q: 3 clusters Score -8796914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -8796925.000000 Penalty: 12939.707031
	Iteration 67Q: 3 clusters Score -8796925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -8796926.000000 Penalty: 12939.707031
	Iteration 68Q: 3 clusters Score -8796926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -8796929.000000 Penalty: 12939.707031
	Iteration 69Q: 3 clusters Score -8796929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -8796925.000000 Penalty: 12939.707031
	Iteration 70Q: 3 clusters Score -8796925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -8796922.000000 Penalty: 12939.707031
	Iteration 71Q: 3 clusters Score -8796922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -8796940.000000 Penalty: 12939.707031
	Iteration 72Q: 3 clusters Score -8796940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -8796946.000000 Penalty: 12939.707031
	Iteration 73Q: 3 clusters Score -8796946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -8796946.000000 Penalty: 12939.707031
	Iteration 74Q: 3 clusters Score -8796946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -8796949.000000 Penalty: 12939.707031
	Iteration 75Q: 3 clusters Score -8796949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -8796948.000000 Penalty: 12939.707031
	Iteration 76Q: 3 clusters Score -8796948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -8796947.000000 Penalty: 12939.707031
	Iteration 77Q: 3 clusters Score -8796947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -8796948.000000 Penalty: 12939.707031
	Iteration 78Q: 3 clusters Score -8796948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -8796959.000000 Penalty: 12939.707031
	Iteration 79Q: 3 clusters Score -8796959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -8796956.000000 Penalty: 12939.707031
	Iteration 80F: 3 clusters Score -8796956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -8796964.000000 Penalty: 12939.707031
	Iteration 81Q: 3 clusters Score -8796964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -8796958.000000 Penalty: 12939.707031
	Iteration 82Q: 3 clusters Score -8796958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -8796961.000000 Penalty: 12939.707031
	Iteration 83Q: 3 clusters Score -8796961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -8796961.000000 Penalty: 12939.707031
	Iteration 84F: 3 clusters Score -8796961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Entering Unmasked Estep 
Score: -7622529.500000 Penalty: 6392.137695
	Iteration 0F: 2 clusters Score -7622530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -7597239.000000 Penalty: 12784.275391
	Iteration 0F: 3 clusters Score -7597239 nChanged 14533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -7605177.000000 Penalty: 12784.275391
	Iteration 1F: 3 clusters Score -7605177 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -7606393.500000 Penalty: 12784.275391
	Iteration 2F: 3 clusters Score -7606394 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -7607780.000000 Penalty: 12784.275391
	Iteration 3F: 3 clusters Score -7607780 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -7609270.000000 Penalty: 12784.275391
	Iteration 4F: 3 clusters Score -7609270 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -7610686.500000 Penalty: 12784.275391
	Iteration 5F: 3 clusters Score -7610686 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -7612029.000000 Penalty: 12784.275391
	Iteration 6F: 3 clusters Score -7612029 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -7613180.500000 Penalty: 12784.275391
	Iteration 7F: 3 clusters Score -7613180 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -7614180.500000 Penalty: 12784.275391
	Iteration 8Q: 3 clusters Score -7614180 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -7614996.500000 Penalty: 12784.275391
	Iteration 9Q: 3 clusters Score -7614996 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -7615612.500000 Penalty: 12784.275391
	Iteration 10Q: 3 clusters Score -7615612 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -7616109.000000 Penalty: 12784.275391
	Iteration 11Q: 3 clusters Score -7616109 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -7616493.000000 Penalty: 12784.275391
	Iteration 12Q: 3 clusters Score -7616493 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -7616835.500000 Penalty: 12784.275391
	Iteration 13Q: 3 clusters Score -7616836 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -7617135.000000 Penalty: 12784.275391
	Iteration 14Q: 3 clusters Score -7617135 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -7617411.500000 Penalty: 12784.275391
	Iteration 15Q: 3 clusters Score -7617412 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -7617677.500000 Penalty: 12784.275391
	Iteration 16Q: 3 clusters Score -7617678 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -7617911.500000 Penalty: 12784.275391
	Iteration 17Q: 3 clusters Score -7617912 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -7618152.500000 Penalty: 12784.275391
	Iteration 18Q: 3 clusters Score -7618152 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -7618359.000000 Penalty: 12784.275391
	Iteration 19Q: 3 clusters Score -7618359 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -7618512.500000 Penalty: 12784.275391
	Iteration 20F: 3 clusters Score -7618512 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -7618701.000000 Penalty: 12784.275391
	Iteration 21Q: 3 clusters Score -7618701 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -7618861.000000 Penalty: 12784.275391
	Iteration 22Q: 3 clusters Score -7618861 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -7619016.500000 Penalty: 12784.275391
	Iteration 23Q: 3 clusters Score -7619016 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7619091.000000 Penalty: 12784.275391
	Iteration 24Q: 3 clusters Score -7619091 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -7619130.000000 Penalty: 12784.275391
	Iteration 25Q: 3 clusters Score -7619130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7619144.000000 Penalty: 12784.275391
	Iteration 26Q: 3 clusters Score -7619144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -7619165.000000 Penalty: 12784.275391
	Iteration 27Q: 3 clusters Score -7619165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -7619185.500000 Penalty: 12784.275391
	Iteration 28Q: 3 clusters Score -7619186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -7619196.000000 Penalty: 12784.275391
	Iteration 29Q: 3 clusters Score -7619196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -7619203.000000 Penalty: 12784.275391
	Iteration 30Q: 3 clusters Score -7619203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -7619216.000000 Penalty: 12784.275391
	Iteration 31Q: 3 clusters Score -7619216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -7619214.000000 Penalty: 12784.275391
	Iteration 32Q: 3 clusters Score -7619214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -7619219.500000 Penalty: 12784.275391
	Iteration 33Q: 3 clusters Score -7619220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -7619214.500000 Penalty: 12784.275391
	Iteration 34Q: 3 clusters Score -7619214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -7619217.000000 Penalty: 12784.275391
	Iteration 35Q: 3 clusters Score -7619217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -7619223.000000 Penalty: 12784.275391
	Iteration 36Q: 3 clusters Score -7619223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -7619224.000000 Penalty: 12784.275391
	Iteration 37Q: 3 clusters Score -7619224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -7619224.000000 Penalty: 12784.275391
	Iteration 38F: 3 clusters Score -7619224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Entering Unmasked Estep 
Score: -12127912.000000 Penalty: 6664.246582
	Iteration 0F: 2 clusters Score -1.212791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -12090345.000000 Penalty: 13328.493164
	Iteration 0F: 3 clusters Score -1.209034e+07 nChanged 23256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -12102868.000000 Penalty: 13328.493164
	Iteration 1F: 3 clusters Score -1.210287e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -12103960.000000 Penalty: 13328.493164
	Iteration 2F: 3 clusters Score -1.210396e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -12105285.000000 Penalty: 13328.493164
	Iteration 3F: 3 clusters Score -1.210528e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -12107109.000000 Penalty: 13328.493164
	Iteration 4F: 3 clusters Score -1.210711e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -12109579.000000 Penalty: 13328.493164
	Iteration 5F: 3 clusters Score -1.210958e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -12112919.000000 Penalty: 13328.493164
	Iteration 6F: 3 clusters Score -1.211292e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -12116214.000000 Penalty: 13328.493164
	Iteration 7F: 3 clusters Score -1.211621e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -12118629.000000 Penalty: 13328.493164
	Iteration 8F: 3 clusters Score -1.211863e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -12120049.000000 Penalty: 13328.493164
	Iteration 9Q: 3 clusters Score -1.212005e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -12120731.000000 Penalty: 13328.493164
	Iteration 10Q: 3 clusters Score -1.212073e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -12121196.000000 Penalty: 13328.493164
	Iteration 11Q: 3 clusters Score -1.21212e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -12121543.000000 Penalty: 13328.493164
	Iteration 12Q: 3 clusters Score -1.212154e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -12121781.000000 Penalty: 13328.493164
	Iteration 13Q: 3 clusters Score -1.212178e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -12121904.000000 Penalty: 13328.493164
	Iteration 14Q: 3 clusters Score -1.21219e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -12122065.000000 Penalty: 13328.493164
	Iteration 15Q: 3 clusters Score -1.212206e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -12122147.000000 Penalty: 13328.493164
	Iteration 16Q: 3 clusters Score -1.212215e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -12122218.000000 Penalty: 13328.493164
	Iteration 17Q: 3 clusters Score -1.212222e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -12122268.000000 Penalty: 13328.493164
	Iteration 18Q: 3 clusters Score -1.212227e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -12122299.000000 Penalty: 13328.493164
	Iteration 19Q: 3 clusters Score -1.21223e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -12122351.000000 Penalty: 13328.493164
	Iteration 20F: 3 clusters Score -1.212235e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -12122425.000000 Penalty: 13328.493164
	Iteration 21Q: 3 clusters Score -1.212242e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -12122446.000000 Penalty: 13328.493164
	Iteration 22Q: 3 clusters Score -1.212245e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -12122449.000000 Penalty: 13328.493164
	Iteration 23Q: 3 clusters Score -1.212245e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -12122447.000000 Penalty: 13328.493164
	Iteration 24Q: 3 clusters Score -1.212245e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -12122481.000000 Penalty: 13328.493164
	Iteration 25Q: 3 clusters Score -1.212248e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -12122538.000000 Penalty: 13328.493164
	Iteration 26Q: 3 clusters Score -1.212254e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -12122546.000000 Penalty: 13328.493164
	Iteration 27Q: 3 clusters Score -1.212255e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -12122538.000000 Penalty: 13328.493164
	Iteration 28Q: 3 clusters Score -1.212254e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -12122551.000000 Penalty: 13328.493164
	Iteration 29Q: 3 clusters Score -1.212255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -12122551.000000 Penalty: 13328.493164
	Iteration 30Q: 3 clusters Score -1.212255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -12122567.000000 Penalty: 13328.493164
	Iteration 31Q: 3 clusters Score -1.212257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -12122582.000000 Penalty: 13328.493164
	Iteration 32Q: 3 clusters Score -1.212258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -12122595.000000 Penalty: 13328.493164
	Iteration 33Q: 3 clusters Score -1.21226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -12122607.000000 Penalty: 13328.493164
	Iteration 34Q: 3 clusters Score -1.212261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -12122605.000000 Penalty: 13328.493164
	Iteration 35Q: 3 clusters Score -1.21226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -12122610.000000 Penalty: 13328.493164
	Iteration 36Q: 3 clusters Score -1.212261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -12122608.000000 Penalty: 13328.493164
	Iteration 37Q: 3 clusters Score -1.212261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -12122615.000000 Penalty: 13328.493164
	Iteration 38Q: 3 clusters Score -1.212262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -12122606.000000 Penalty: 13328.493164
	Iteration 39Q: 3 clusters Score -1.212261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -12122616.000000 Penalty: 13328.493164
	Iteration 40F: 3 clusters Score -1.212262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -12122620.000000 Penalty: 13328.493164
	Iteration 41Q: 3 clusters Score -1.212262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -12122614.000000 Penalty: 13328.493164
	Iteration 42Q: 3 clusters Score -1.212261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -12122623.000000 Penalty: 13328.493164
	Iteration 43Q: 3 clusters Score -1.212262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -12122618.000000 Penalty: 13328.493164
	Iteration 44Q: 3 clusters Score -1.212262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -12122619.000000 Penalty: 13328.493164
	Iteration 45Q: 3 clusters Score -1.212262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -12122623.000000 Penalty: 13328.493164
	Iteration 46Q: 3 clusters Score -1.212262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -12122629.000000 Penalty: 13328.493164
	Iteration 47Q: 3 clusters Score -1.212263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -12122631.000000 Penalty: 13328.493164
	Iteration 48Q: 3 clusters Score -1.212263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -12122631.000000 Penalty: 13328.493164
	Iteration 49F: 3 clusters Score -1.212263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -285757.906250 Penalty: 4440.579590
	Iteration 0F: 2 clusters Score -285757.9 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 675 members 
Entering Unmasked Estep 
Score: -281402.500000 Penalty: 8881.159180
	Iteration 0F: 3 clusters Score -281402.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -282549.906250 Penalty: 8881.159180
	Iteration 1F: 3 clusters Score -282549.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -283580.250000 Penalty: 8881.159180
	Iteration 2F: 3 clusters Score -283580.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -284357.031250 Penalty: 8881.159180
	Iteration 3F: 3 clusters Score -284357 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -284725.375000 Penalty: 8881.159180
	Iteration 4F: 3 clusters Score -284725.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -284873.125000 Penalty: 8881.159180
	Iteration 5Q: 3 clusters Score -284873.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -284954.656250 Penalty: 8881.159180
	Iteration 6Q: 3 clusters Score -284954.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -284999.812500 Penalty: 8881.159180
	Iteration 7Q: 3 clusters Score -284999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -285027.781250 Penalty: 8881.159180
	Iteration 8Q: 3 clusters Score -285027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -285041.906250 Penalty: 8881.159180
	Iteration 9Q: 3 clusters Score -285041.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -285046.250000 Penalty: 8881.159180
	Iteration 10Q: 3 clusters Score -285046.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -285047.468750 Penalty: 8881.159180
	Iteration 11Q: 3 clusters Score -285047.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -285047.468750 Penalty: 8881.159180
	Iteration 12F: 3 clusters Score -285047.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Entering Unmasked Estep 
Score: -269584.000000 Penalty: 4425.607422
	Iteration 0F: 2 clusters Score -269584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -265472.312500 Penalty: 8851.214844
	Iteration 0F: 3 clusters Score -265472.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -267116.062500 Penalty: 8851.214844
	Iteration 1F: 3 clusters Score -267116.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -269325.031250 Penalty: 8851.214844
	Iteration 2F: 3 clusters Score -269325 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -270464.031250 Penalty: 8851.214844
	Iteration 3F: 3 clusters Score -270464 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -271082.593750 Penalty: 8851.214844
	Iteration 4F: 3 clusters Score -271082.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -271247.687500 Penalty: 8851.214844
	Iteration 5Q: 3 clusters Score -271247.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -271370.375000 Penalty: 8851.214844
	Iteration 6Q: 3 clusters Score -271370.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -271407.343750 Penalty: 8851.214844
	Iteration 7Q: 3 clusters Score -271407.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -271442.281250 Penalty: 8851.214844
	Iteration 8Q: 3 clusters Score -271442.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -271455.718750 Penalty: 8851.214844
	Iteration 9Q: 3 clusters Score -271455.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -271455.718750 Penalty: 8851.214844
	Iteration 10F: 3 clusters Score -271455.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 19699 members 
Mstep: Class 3 contains 10282 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 11000 members 
Mstep: Class 7 contains 90877 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 15388 members 
Mstep: Class 10 contains 30750 members 
Mstep: Class 11 contains 3997 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 34069 members 
Mstep: Class 14 contains 53125 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1158 members 
Mstep: Class 17 contains 9686 members 
Mstep: Class 18 contains 13126 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 20 contains 25979 members 
Mstep: Class 21 contains 38081 members 
Mstep: Class 22 contains 1056 members 
Mstep: Class 23 contains 25720 members 
Mstep: Class 24 contains 179741 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
Score: -138272000.000000 Penalty: 204141.406250
Splitting cluster 16 changes total score from -138259920.000000 to -138272000.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (9686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Entering Unmasked Estep 
Score: -2089227.375000 Penalty: 5621.792969
	Iteration 0F: 2 clusters Score -2089227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2079178.000000 Penalty: 11243.585938
	Iteration 0F: 3 clusters Score -2079178 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2081393.750000 Penalty: 11243.585938
	Iteration 1F: 3 clusters Score -2081394 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2082029.625000 Penalty: 11243.585938
	Iteration 2F: 3 clusters Score -2082030 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2082456.625000 Penalty: 11243.585938
	Iteration 3F: 3 clusters Score -2082457 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2082844.750000 Penalty: 11243.585938
	Iteration 4Q: 3 clusters Score -2082845 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2083187.250000 Penalty: 11243.585938
	Iteration 5Q: 3 clusters Score -2083187 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2083469.375000 Penalty: 11243.585938
	Iteration 6Q: 3 clusters Score -2083469 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2083691.625000 Penalty: 11243.585938
	Iteration 7Q: 3 clusters Score -2083692 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2083876.000000 Penalty: 11243.585938
	Iteration 8Q: 3 clusters Score -2083876 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2084034.625000 Penalty: 11243.585938
	Iteration 9Q: 3 clusters Score -2084035 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2084172.625000 Penalty: 11243.585938
	Iteration 10Q: 3 clusters Score -2084173 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2084301.125000 Penalty: 11243.585938
	Iteration 11Q: 3 clusters Score -2084301 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2084406.750000 Penalty: 11243.585938
	Iteration 12Q: 3 clusters Score -2084407 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2084485.125000 Penalty: 11243.585938
	Iteration 13Q: 3 clusters Score -2084485 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2084558.500000 Penalty: 11243.585938
	Iteration 14Q: 3 clusters Score -2084558 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2084634.000000 Penalty: 11243.585938
	Iteration 15Q: 3 clusters Score -2084634 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2084696.250000 Penalty: 11243.585938
	Iteration 16Q: 3 clusters Score -2084696 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2084742.625000 Penalty: 11243.585938
	Iteration 17Q: 3 clusters Score -2084743 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2084773.125000 Penalty: 11243.585938
	Iteration 18Q: 3 clusters Score -2084773 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2084809.875000 Penalty: 11243.585938
	Iteration 19Q: 3 clusters Score -2084810 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2084840.000000 Penalty: 11243.585938
	Iteration 20F: 3 clusters Score -2084840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2084862.875000 Penalty: 11243.585938
	Iteration 21Q: 3 clusters Score -2084863 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2084915.125000 Penalty: 11243.585938
	Iteration 22Q: 3 clusters Score -2084915 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2084956.750000 Penalty: 11243.585938
	Iteration 23Q: 3 clusters Score -2084957 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2084974.125000 Penalty: 11243.585938
	Iteration 24Q: 3 clusters Score -2084974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2084986.500000 Penalty: 11243.585938
	Iteration 25Q: 3 clusters Score -2084986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2084997.750000 Penalty: 11243.585938
	Iteration 26Q: 3 clusters Score -2084998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2085004.625000 Penalty: 11243.585938
	Iteration 27Q: 3 clusters Score -2085005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2085004.750000 Penalty: 11243.585938
	Iteration 28Q: 3 clusters Score -2085005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2085007.500000 Penalty: 11243.585938
	Iteration 29Q: 3 clusters Score -2085008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2085010.750000 Penalty: 11243.585938
	Iteration 30Q: 3 clusters Score -2085011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2085013.250000 Penalty: 11243.585938
	Iteration 31Q: 3 clusters Score -2085013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2085014.250000 Penalty: 11243.585938
	Iteration 32Q: 3 clusters Score -2085014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2085014.125000 Penalty: 11243.585938
	Iteration 33Q: 3 clusters Score -2085014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2085018.250000 Penalty: 11243.585938
	Iteration 34Q: 3 clusters Score -2085018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2085021.750000 Penalty: 11243.585938
	Iteration 35Q: 3 clusters Score -2085022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2085019.875000 Penalty: 11243.585938
	Iteration 36Q: 3 clusters Score -2085020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2085021.375000 Penalty: 11243.585938
	Iteration 37Q: 3 clusters Score -2085021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2085021.875000 Penalty: 11243.585938
	Iteration 38Q: 3 clusters Score -2085022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2085022.375000 Penalty: 11243.585938
	Iteration 39Q: 3 clusters Score -2085022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2085025.250000 Penalty: 11243.585938
	Iteration 40F: 3 clusters Score -2085025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2085030.875000 Penalty: 11243.585938
	Iteration 41Q: 3 clusters Score -2085031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2085027.000000 Penalty: 11243.585938
	Iteration 42Q: 3 clusters Score -2085027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2085032.125000 Penalty: 11243.585938
	Iteration 43Q: 3 clusters Score -2085032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2085034.125000 Penalty: 11243.585938
	Iteration 44Q: 3 clusters Score -2085034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2085036.875000 Penalty: 11243.585938
	Iteration 45Q: 3 clusters Score -2085037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2085040.375000 Penalty: 11243.585938
	Iteration 46Q: 3 clusters Score -2085040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2085051.375000 Penalty: 11243.585938
	Iteration 47Q: 3 clusters Score -2085051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2085050.250000 Penalty: 11243.585938
	Iteration 48Q: 3 clusters Score -2085050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2085052.750000 Penalty: 11243.585938
	Iteration 49Q: 3 clusters Score -2085053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2085059.000000 Penalty: 11243.585938
	Iteration 50Q: 3 clusters Score -2085059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2085060.250000 Penalty: 11243.585938
	Iteration 51Q: 3 clusters Score -2085060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2085065.000000 Penalty: 11243.585938
	Iteration 52Q: 3 clusters Score -2085065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2085070.625000 Penalty: 11243.585938
	Iteration 53Q: 3 clusters Score -2085071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2085075.750000 Penalty: 11243.585938
	Iteration 54Q: 3 clusters Score -2085076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2085077.750000 Penalty: 11243.585938
	Iteration 55Q: 3 clusters Score -2085078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2085080.375000 Penalty: 11243.585938
	Iteration 56Q: 3 clusters Score -2085080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2085085.375000 Penalty: 11243.585938
	Iteration 57Q: 3 clusters Score -2085085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2085093.000000 Penalty: 11243.585938
	Iteration 58Q: 3 clusters Score -2085093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2085091.000000 Penalty: 11243.585938
	Iteration 59Q: 3 clusters Score -2085091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2085098.125000 Penalty: 11243.585938
	Iteration 60F: 3 clusters Score -2085098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2085101.750000 Penalty: 11243.585938
	Iteration 61Q: 3 clusters Score -2085102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2085101.250000 Penalty: 11243.585938
	Iteration 62Q: 3 clusters Score -2085101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2085106.125000 Penalty: 11243.585938
	Iteration 63Q: 3 clusters Score -2085106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2085101.750000 Penalty: 11243.585938
	Iteration 64Q: 3 clusters Score -2085102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2085108.625000 Penalty: 11243.585938
	Iteration 65Q: 3 clusters Score -2085109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2085111.125000 Penalty: 11243.585938
	Iteration 66Q: 3 clusters Score -2085111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2085114.625000 Penalty: 11243.585938
	Iteration 67Q: 3 clusters Score -2085115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2085115.625000 Penalty: 11243.585938
	Iteration 68Q: 3 clusters Score -2085116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2085121.250000 Penalty: 11243.585938
	Iteration 69Q: 3 clusters Score -2085121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2085123.750000 Penalty: 11243.585938
	Iteration 70Q: 3 clusters Score -2085124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2085130.875000 Penalty: 11243.585938
	Iteration 71Q: 3 clusters Score -2085131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2085129.625000 Penalty: 11243.585938
	Iteration 72Q: 3 clusters Score -2085130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2085128.500000 Penalty: 11243.585938
	Iteration 73Q: 3 clusters Score -2085128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2085129.625000 Penalty: 11243.585938
	Iteration 74Q: 3 clusters Score -2085130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2085130.750000 Penalty: 11243.585938
	Iteration 75Q: 3 clusters Score -2085131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2085134.875000 Penalty: 11243.585938
	Iteration 76Q: 3 clusters Score -2085135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2085138.500000 Penalty: 11243.585938
	Iteration 77Q: 3 clusters Score -2085138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2085138.875000 Penalty: 11243.585938
	Iteration 78Q: 3 clusters Score -2085139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2085142.500000 Penalty: 11243.585938
	Iteration 79Q: 3 clusters Score -2085142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2085145.875000 Penalty: 11243.585938
	Iteration 80F: 3 clusters Score -2085146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2085143.375000 Penalty: 11243.585938
	Iteration 81Q: 3 clusters Score -2085143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2085148.250000 Penalty: 11243.585938
	Iteration 82Q: 3 clusters Score -2085148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2085149.250000 Penalty: 11243.585938
	Iteration 83Q: 3 clusters Score -2085149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2085149.250000 Penalty: 11243.585938
	Iteration 84F: 3 clusters Score -2085149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Entering Unmasked Estep 
Score: -2998264.000000 Penalty: 5807.939453
	Iteration 0F: 2 clusters Score -2998264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2985992.500000 Penalty: 11615.878906
	Iteration 0F: 3 clusters Score -2985992 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2988859.250000 Penalty: 11615.878906
	Iteration 1F: 3 clusters Score -2988859 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2989390.750000 Penalty: 11615.878906
	Iteration 2F: 3 clusters Score -2989391 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2989722.750000 Penalty: 11615.878906
	Iteration 3Q: 3 clusters Score -2989723 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2989939.250000 Penalty: 11615.878906
	Iteration 4Q: 3 clusters Score -2989939 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2990102.250000 Penalty: 11615.878906
	Iteration 5Q: 3 clusters Score -2990102 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2990220.250000 Penalty: 11615.878906
	Iteration 6Q: 3 clusters Score -2990220 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2990327.500000 Penalty: 11615.878906
	Iteration 7Q: 3 clusters Score -2990328 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2990402.750000 Penalty: 11615.878906
	Iteration 8Q: 3 clusters Score -2990403 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2990478.000000 Penalty: 11615.878906
	Iteration 9Q: 3 clusters Score -2990478 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2990551.250000 Penalty: 11615.878906
	Iteration 10Q: 3 clusters Score -2990551 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2990599.500000 Penalty: 11615.878906
	Iteration 11Q: 3 clusters Score -2990600 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2990662.750000 Penalty: 11615.878906
	Iteration 12Q: 3 clusters Score -2990663 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2990712.500000 Penalty: 11615.878906
	Iteration 13Q: 3 clusters Score -2990712 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2990773.500000 Penalty: 11615.878906
	Iteration 14Q: 3 clusters Score -2990774 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2990867.500000 Penalty: 11615.878906
	Iteration 15Q: 3 clusters Score -2990868 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2990936.500000 Penalty: 11615.878906
	Iteration 16Q: 3 clusters Score -2990936 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2991002.750000 Penalty: 11615.878906
	Iteration 17Q: 3 clusters Score -2991003 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2991093.000000 Penalty: 11615.878906
	Iteration 18Q: 3 clusters Score -2991093 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2991173.250000 Penalty: 11615.878906
	Iteration 19Q: 3 clusters Score -2991173 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2991259.500000 Penalty: 11615.878906
	Iteration 20F: 3 clusters Score -2991260 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2991378.750000 Penalty: 11615.878906
	Iteration 21Q: 3 clusters Score -2991379 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2991500.500000 Penalty: 11615.878906
	Iteration 22Q: 3 clusters Score -2991500 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2991641.000000 Penalty: 11615.878906
	Iteration 23Q: 3 clusters Score -2991641 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2991812.500000 Penalty: 11615.878906
	Iteration 24Q: 3 clusters Score -2991812 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2992007.500000 Penalty: 11615.878906
	Iteration 25Q: 3 clusters Score -2992008 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2992233.750000 Penalty: 11615.878906
	Iteration 26Q: 3 clusters Score -2992234 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2992469.000000 Penalty: 11615.878906
	Iteration 27Q: 3 clusters Score -2992469 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2992670.750000 Penalty: 11615.878906
	Iteration 28Q: 3 clusters Score -2992671 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2992806.000000 Penalty: 11615.878906
	Iteration 29Q: 3 clusters Score -2992806 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2992939.250000 Penalty: 11615.878906
	Iteration 30Q: 3 clusters Score -2992939 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2993034.250000 Penalty: 11615.878906
	Iteration 31Q: 3 clusters Score -2993034 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2993106.250000 Penalty: 11615.878906
	Iteration 32Q: 3 clusters Score -2993106 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2993147.250000 Penalty: 11615.878906
	Iteration 33Q: 3 clusters Score -2993147 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2993190.000000 Penalty: 11615.878906
	Iteration 34Q: 3 clusters Score -2993190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2993228.500000 Penalty: 11615.878906
	Iteration 35Q: 3 clusters Score -2993228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2993234.000000 Penalty: 11615.878906
	Iteration 36Q: 3 clusters Score -2993234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2993250.250000 Penalty: 11615.878906
	Iteration 37Q: 3 clusters Score -2993250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2993263.500000 Penalty: 11615.878906
	Iteration 38Q: 3 clusters Score -2993264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2993272.750000 Penalty: 11615.878906
	Iteration 39Q: 3 clusters Score -2993273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2993296.750000 Penalty: 11615.878906
	Iteration 40F: 3 clusters Score -2993297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2993304.000000 Penalty: 11615.878906
	Iteration 41Q: 3 clusters Score -2993304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2993306.000000 Penalty: 11615.878906
	Iteration 42Q: 3 clusters Score -2993306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2993311.750000 Penalty: 11615.878906
	Iteration 43Q: 3 clusters Score -2993312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2993310.000000 Penalty: 11615.878906
	Iteration 44Q: 3 clusters Score -2993310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2993314.000000 Penalty: 11615.878906
	Iteration 45Q: 3 clusters Score -2993314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2993315.250000 Penalty: 11615.878906
	Iteration 46Q: 3 clusters Score -2993315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2993319.000000 Penalty: 11615.878906
	Iteration 47Q: 3 clusters Score -2993319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2993316.250000 Penalty: 11615.878906
	Iteration 48Q: 3 clusters Score -2993316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2993315.750000 Penalty: 11615.878906
	Iteration 49Q: 3 clusters Score -2993316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2993318.750000 Penalty: 11615.878906
	Iteration 50Q: 3 clusters Score -2993319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2993317.250000 Penalty: 11615.878906
	Iteration 51Q: 3 clusters Score -2993317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2993319.750000 Penalty: 11615.878906
	Iteration 52Q: 3 clusters Score -2993320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2993329.500000 Penalty: 11615.878906
	Iteration 53Q: 3 clusters Score -2993330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2993328.250000 Penalty: 11615.878906
	Iteration 54Q: 3 clusters Score -2993328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2993334.250000 Penalty: 11615.878906
	Iteration 55Q: 3 clusters Score -2993334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2993334.500000 Penalty: 11615.878906
	Iteration 56Q: 3 clusters Score -2993334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2993339.250000 Penalty: 11615.878906
	Iteration 57Q: 3 clusters Score -2993339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2993342.750000 Penalty: 11615.878906
	Iteration 58Q: 3 clusters Score -2993343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2993344.750000 Penalty: 11615.878906
	Iteration 59Q: 3 clusters Score -2993345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2993350.000000 Penalty: 11615.878906
	Iteration 60F: 3 clusters Score -2993350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2993345.500000 Penalty: 11615.878906
	Iteration 61Q: 3 clusters Score -2993346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2993345.500000 Penalty: 11615.878906
	Iteration 62F: 3 clusters Score -2993346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -583121.000000 Penalty: 4847.255371
	Iteration 0F: 2 clusters Score -583121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -577715.375000 Penalty: 9694.510742
	Iteration 0F: 3 clusters Score -577715.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -578557.000000 Penalty: 9694.510742
	Iteration 1F: 3 clusters Score -578557 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -578846.000000 Penalty: 9694.510742
	Iteration 2F: 3 clusters Score -578846 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -579224.500000 Penalty: 9694.510742
	Iteration 3Q: 3 clusters Score -579224.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -579493.000000 Penalty: 9694.510742
	Iteration 4Q: 3 clusters Score -579493 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -579779.062500 Penalty: 9694.510742
	Iteration 5Q: 3 clusters Score -579779.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -580076.812500 Penalty: 9694.510742
	Iteration 6Q: 3 clusters Score -580076.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -580305.687500 Penalty: 9694.510742
	Iteration 7Q: 3 clusters Score -580305.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -580408.500000 Penalty: 9694.510742
	Iteration 8Q: 3 clusters Score -580408.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -580467.875000 Penalty: 9694.510742
	Iteration 9Q: 3 clusters Score -580467.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -580525.937500 Penalty: 9694.510742
	Iteration 10Q: 3 clusters Score -580525.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -580582.875000 Penalty: 9694.510742
	Iteration 11Q: 3 clusters Score -580582.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -580634.750000 Penalty: 9694.510742
	Iteration 12Q: 3 clusters Score -580634.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -580680.812500 Penalty: 9694.510742
	Iteration 13Q: 3 clusters Score -580680.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -580708.062500 Penalty: 9694.510742
	Iteration 14Q: 3 clusters Score -580708.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -580731.812500 Penalty: 9694.510742
	Iteration 15Q: 3 clusters Score -580731.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -580760.187500 Penalty: 9694.510742
	Iteration 16Q: 3 clusters Score -580760.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -580788.750000 Penalty: 9694.510742
	Iteration 17Q: 3 clusters Score -580788.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -580817.500000 Penalty: 9694.510742
	Iteration 18Q: 3 clusters Score -580817.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -580876.250000 Penalty: 9694.510742
	Iteration 19Q: 3 clusters Score -580876.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -580954.187500 Penalty: 9694.510742
	Iteration 20F: 3 clusters Score -580954.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -581039.875000 Penalty: 9694.510742
	Iteration 21Q: 3 clusters Score -581039.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -581120.125000 Penalty: 9694.510742
	Iteration 22Q: 3 clusters Score -581120.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -581247.250000 Penalty: 9694.510742
	Iteration 23Q: 3 clusters Score -581247.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -581392.125000 Penalty: 9694.510742
	Iteration 24Q: 3 clusters Score -581392.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -581456.500000 Penalty: 9694.510742
	Iteration 25Q: 3 clusters Score -581456.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -581516.750000 Penalty: 9694.510742
	Iteration 26Q: 3 clusters Score -581516.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -581560.562500 Penalty: 9694.510742
	Iteration 27Q: 3 clusters Score -581560.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -581584.000000 Penalty: 9694.510742
	Iteration 28Q: 3 clusters Score -581584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -581599.000000 Penalty: 9694.510742
	Iteration 29Q: 3 clusters Score -581599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -581616.562500 Penalty: 9694.510742
	Iteration 30Q: 3 clusters Score -581616.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -581631.625000 Penalty: 9694.510742
	Iteration 31Q: 3 clusters Score -581631.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -581647.312500 Penalty: 9694.510742
	Iteration 32Q: 3 clusters Score -581647.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -581667.812500 Penalty: 9694.510742
	Iteration 33Q: 3 clusters Score -581667.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -581703.187500 Penalty: 9694.510742
	Iteration 34Q: 3 clusters Score -581703.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -581744.687500 Penalty: 9694.510742
	Iteration 35Q: 3 clusters Score -581744.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -581804.875000 Penalty: 9694.510742
	Iteration 36Q: 3 clusters Score -581804.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -581877.500000 Penalty: 9694.510742
	Iteration 37Q: 3 clusters Score -581877.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -581953.312500 Penalty: 9694.510742
	Iteration 38Q: 3 clusters Score -581953.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -582062.687500 Penalty: 9694.510742
	Iteration 39Q: 3 clusters Score -582062.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -582295.375000 Penalty: 9694.510742
	Iteration 40F: 3 clusters Score -582295.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -582662.625000 Penalty: 9694.510742
	Iteration 41Q: 3 clusters Score -582662.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -582741.375000 Penalty: 9694.510742
	Iteration 42Q: 3 clusters Score -582741.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -582766.937500 Penalty: 9694.510742
	Iteration 43Q: 3 clusters Score -582766.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -582772.562500 Penalty: 9694.510742
	Iteration 44Q: 3 clusters Score -582772.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -582777.000000 Penalty: 9694.510742
	Iteration 45Q: 3 clusters Score -582777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -582777.000000 Penalty: 9694.510742
	Iteration 46F: 3 clusters Score -582777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Entering Unmasked Estep 
Score: -8636308.000000 Penalty: 6460.326172
	Iteration 0F: 2 clusters Score -8636308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -8608292.000000 Penalty: 12920.652344
	Iteration 0F: 3 clusters Score -8608292 nChanged 16469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -8617077.000000 Penalty: 12920.652344
	Iteration 1F: 3 clusters Score -8617077 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -8618122.000000 Penalty: 12920.652344
	Iteration 2F: 3 clusters Score -8618122 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -8619281.000000 Penalty: 12920.652344
	Iteration 3F: 3 clusters Score -8619281 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -8620840.000000 Penalty: 12920.652344
	Iteration 4F: 3 clusters Score -8620840 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -8622727.000000 Penalty: 12920.652344
	Iteration 5F: 3 clusters Score -8622727 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -8624760.000000 Penalty: 12920.652344
	Iteration 6F: 3 clusters Score -8624760 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -8626662.000000 Penalty: 12920.652344
	Iteration 7F: 3 clusters Score -8626662 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -8628113.000000 Penalty: 12920.652344
	Iteration 8F: 3 clusters Score -8628113 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -8629336.000000 Penalty: 12920.652344
	Iteration 9Q: 3 clusters Score -8629336 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -8630393.000000 Penalty: 12920.652344
	Iteration 10Q: 3 clusters Score -8630393 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -8631292.000000 Penalty: 12920.652344
	Iteration 11Q: 3 clusters Score -8631292 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -8632143.000000 Penalty: 12920.652344
	Iteration 12Q: 3 clusters Score -8632143 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -8632991.000000 Penalty: 12920.652344
	Iteration 13Q: 3 clusters Score -8632991 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -8633769.000000 Penalty: 12920.652344
	Iteration 14Q: 3 clusters Score -8633769 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -8634365.000000 Penalty: 12920.652344
	Iteration 15Q: 3 clusters Score -8634365 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -8634687.000000 Penalty: 12920.652344
	Iteration 16Q: 3 clusters Score -8634687 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -8634908.000000 Penalty: 12920.652344
	Iteration 17Q: 3 clusters Score -8634908 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -8634991.000000 Penalty: 12920.652344
	Iteration 18Q: 3 clusters Score -8634991 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -8635111.000000 Penalty: 12920.652344
	Iteration 19Q: 3 clusters Score -8635111 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -8635149.000000 Penalty: 12920.652344
	Iteration 20F: 3 clusters Score -8635149 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -8635195.000000 Penalty: 12920.652344
	Iteration 21Q: 3 clusters Score -8635195 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -8635213.000000 Penalty: 12920.652344
	Iteration 22Q: 3 clusters Score -8635213 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -8635260.000000 Penalty: 12920.652344
	Iteration 23Q: 3 clusters Score -8635260 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -8635276.000000 Penalty: 12920.652344
	Iteration 24Q: 3 clusters Score -8635276 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -8635281.000000 Penalty: 12920.652344
	Iteration 25Q: 3 clusters Score -8635281 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -8635333.000000 Penalty: 12920.652344
	Iteration 26Q: 3 clusters Score -8635333 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -8635353.000000 Penalty: 12920.652344
	Iteration 27Q: 3 clusters Score -8635353 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -8635381.000000 Penalty: 12920.652344
	Iteration 28Q: 3 clusters Score -8635381 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -8635411.000000 Penalty: 12920.652344
	Iteration 29Q: 3 clusters Score -8635411 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -8635422.000000 Penalty: 12920.652344
	Iteration 30Q: 3 clusters Score -8635422 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -8635475.000000 Penalty: 12920.652344
	Iteration 31Q: 3 clusters Score -8635475 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -8635482.000000 Penalty: 12920.652344
	Iteration 32Q: 3 clusters Score -8635482 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -8635517.000000 Penalty: 12920.652344
	Iteration 33Q: 3 clusters Score -8635517 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -8635545.000000 Penalty: 12920.652344
	Iteration 34Q: 3 clusters Score -8635545 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -8635561.000000 Penalty: 12920.652344
	Iteration 35Q: 3 clusters Score -8635561 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -8635562.000000 Penalty: 12920.652344
	Iteration 36Q: 3 clusters Score -8635562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -8635574.000000 Penalty: 12920.652344
	Iteration 37Q: 3 clusters Score -8635574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -8635583.000000 Penalty: 12920.652344
	Iteration 38Q: 3 clusters Score -8635583 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -8635594.000000 Penalty: 12920.652344
	Iteration 39Q: 3 clusters Score -8635594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -8635613.000000 Penalty: 12920.652344
	Iteration 40F: 3 clusters Score -8635613 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -8635639.000000 Penalty: 12920.652344
	Iteration 41Q: 3 clusters Score -8635639 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -8635644.000000 Penalty: 12920.652344
	Iteration 42Q: 3 clusters Score -8635644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -8635642.000000 Penalty: 12920.652344
	Iteration 43Q: 3 clusters Score -8635642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -8635666.000000 Penalty: 12920.652344
	Iteration 44Q: 3 clusters Score -8635666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -8635686.000000 Penalty: 12920.652344
	Iteration 45Q: 3 clusters Score -8635686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -8635704.000000 Penalty: 12920.652344
	Iteration 46Q: 3 clusters Score -8635704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -8635694.000000 Penalty: 12920.652344
	Iteration 47Q: 3 clusters Score -8635694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -8635689.000000 Penalty: 12920.652344
	Iteration 48Q: 3 clusters Score -8635689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -8635700.000000 Penalty: 12920.652344
	Iteration 49Q: 3 clusters Score -8635700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -8635707.000000 Penalty: 12920.652344
	Iteration 50Q: 3 clusters Score -8635707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -8635727.000000 Penalty: 12920.652344
	Iteration 51Q: 3 clusters Score -8635727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -8635748.000000 Penalty: 12920.652344
	Iteration 52Q: 3 clusters Score -8635748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -8635744.000000 Penalty: 12920.652344
	Iteration 53Q: 3 clusters Score -8635744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -8635750.000000 Penalty: 12920.652344
	Iteration 54Q: 3 clusters Score -8635750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -8635753.000000 Penalty: 12920.652344
	Iteration 55Q: 3 clusters Score -8635753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -8635755.000000 Penalty: 12920.652344
	Iteration 56Q: 3 clusters Score -8635755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -8635755.000000 Penalty: 12920.652344
	Iteration 57F: 3 clusters Score -8635755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Entering Unmasked Estep 
Score: -5800338.500000 Penalty: 6219.952637
	Iteration 0F: 2 clusters Score -5800338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -5780270.000000 Penalty: 12439.905273
	Iteration 0F: 3 clusters Score -5780270 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -5785984.000000 Penalty: 12439.905273
	Iteration 1F: 3 clusters Score -5785984 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -5786862.000000 Penalty: 12439.905273
	Iteration 2F: 3 clusters Score -5786862 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -5787575.000000 Penalty: 12439.905273
	Iteration 3F: 3 clusters Score -5787575 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -5788254.000000 Penalty: 12439.905273
	Iteration 4Q: 3 clusters Score -5788254 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -5789039.500000 Penalty: 12439.905273
	Iteration 5Q: 3 clusters Score -5789040 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -5789763.500000 Penalty: 12439.905273
	Iteration 6Q: 3 clusters Score -5789764 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -5790456.000000 Penalty: 12439.905273
	Iteration 7Q: 3 clusters Score -5790456 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -5791178.000000 Penalty: 12439.905273
	Iteration 8Q: 3 clusters Score -5791178 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -5791739.000000 Penalty: 12439.905273
	Iteration 9Q: 3 clusters Score -5791739 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -5792226.000000 Penalty: 12439.905273
	Iteration 10Q: 3 clusters Score -5792226 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -5792629.000000 Penalty: 12439.905273
	Iteration 11Q: 3 clusters Score -5792629 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -5792881.000000 Penalty: 12439.905273
	Iteration 12Q: 3 clusters Score -5792881 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -5793144.000000 Penalty: 12439.905273
	Iteration 13Q: 3 clusters Score -5793144 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -5793389.000000 Penalty: 12439.905273
	Iteration 14Q: 3 clusters Score -5793389 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -5793605.000000 Penalty: 12439.905273
	Iteration 15Q: 3 clusters Score -5793605 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -5793862.000000 Penalty: 12439.905273
	Iteration 16Q: 3 clusters Score -5793862 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -5794127.500000 Penalty: 12439.905273
	Iteration 17Q: 3 clusters Score -5794128 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -5794398.000000 Penalty: 12439.905273
	Iteration 18Q: 3 clusters Score -5794398 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -5794672.000000 Penalty: 12439.905273
	Iteration 19Q: 3 clusters Score -5794672 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -5794938.500000 Penalty: 12439.905273
	Iteration 20F: 3 clusters Score -5794938 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -5795193.500000 Penalty: 12439.905273
	Iteration 21Q: 3 clusters Score -5795194 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -5795432.500000 Penalty: 12439.905273
	Iteration 22Q: 3 clusters Score -5795432 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -5795729.000000 Penalty: 12439.905273
	Iteration 23Q: 3 clusters Score -5795729 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -5795966.000000 Penalty: 12439.905273
	Iteration 24Q: 3 clusters Score -5795966 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -5796180.000000 Penalty: 12439.905273
	Iteration 25Q: 3 clusters Score -5796180 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -5796484.500000 Penalty: 12439.905273
	Iteration 26Q: 3 clusters Score -5796484 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -5796807.000000 Penalty: 12439.905273
	Iteration 27Q: 3 clusters Score -5796807 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -5796945.000000 Penalty: 12439.905273
	Iteration 28Q: 3 clusters Score -5796945 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -5797033.500000 Penalty: 12439.905273
	Iteration 29Q: 3 clusters Score -5797034 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -5797053.000000 Penalty: 12439.905273
	Iteration 30Q: 3 clusters Score -5797053 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -5797092.500000 Penalty: 12439.905273
	Iteration 31Q: 3 clusters Score -5797092 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -5797100.000000 Penalty: 12439.905273
	Iteration 32Q: 3 clusters Score -5797100 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -5797109.500000 Penalty: 12439.905273
	Iteration 33Q: 3 clusters Score -5797110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -5797118.500000 Penalty: 12439.905273
	Iteration 34Q: 3 clusters Score -5797118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -5797134.000000 Penalty: 12439.905273
	Iteration 35Q: 3 clusters Score -5797134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -5797143.000000 Penalty: 12439.905273
	Iteration 36Q: 3 clusters Score -5797143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -5797148.000000 Penalty: 12439.905273
	Iteration 37Q: 3 clusters Score -5797148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -5797145.500000 Penalty: 12439.905273
	Iteration 38Q: 3 clusters Score -5797146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -5797136.000000 Penalty: 12439.905273
	Iteration 39Q: 3 clusters Score -5797136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -5797133.000000 Penalty: 12439.905273
	Iteration 40F: 3 clusters Score -5797133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -5797147.000000 Penalty: 12439.905273
	Iteration 41Q: 3 clusters Score -5797147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -5797157.500000 Penalty: 12439.905273
	Iteration 42Q: 3 clusters Score -5797158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -5797156.500000 Penalty: 12439.905273
	Iteration 43Q: 3 clusters Score -5797156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -5797150.000000 Penalty: 12439.905273
	Iteration 44Q: 3 clusters Score -5797150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -5797150.000000 Penalty: 12439.905273
	Iteration 45F: 3 clusters Score -5797150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (179741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179741 members 
Entering Unmasked Estep 
Score: -40672604.000000 Penalty: 7410.804199
	Iteration 0F: 2 clusters Score -4.06726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 89714 members 
Entering Unmasked Estep 
Score: -40552116.000000 Penalty: 14821.608398
	Iteration 0F: 3 clusters Score -4.055212e+07 nChanged 83866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91805 members 
Mstep: Class 2 contains 87936 members 
Entering Unmasked Estep 
Score: -40599456.000000 Penalty: 14821.608398
	Iteration 1F: 3 clusters Score -4.059946e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92962 members 
Mstep: Class 2 contains 86779 members 
Entering Unmasked Estep 
Score: -40600716.000000 Penalty: 14821.608398
	Iteration 2Q: 3 clusters Score -4.060072e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94717 members 
Mstep: Class 2 contains 85024 members 
Entering Unmasked Estep 
Score: -40602196.000000 Penalty: 14821.608398
	Iteration 3Q: 3 clusters Score -4.06022e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97140 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -40603888.000000 Penalty: 14821.608398
	Iteration 4Q: 3 clusters Score -4.060389e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100719 members 
Mstep: Class 2 contains 79022 members 
Entering Unmasked Estep 
Score: -40605872.000000 Penalty: 14821.608398
	Iteration 5Q: 3 clusters Score -4.060587e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105847 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
Score: -40608224.000000 Penalty: 14821.608398
	Iteration 6Q: 3 clusters Score -4.060822e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112942 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -40611832.000000 Penalty: 14821.608398
	Iteration 7Q: 3 clusters Score -4.061183e+07 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122393 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -40617884.000000 Penalty: 14821.608398
	Iteration 8F: 3 clusters Score -4.061788e+07 nChanged 12335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134320 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -40626548.000000 Penalty: 14821.608398
	Iteration 9F: 3 clusters Score -4.062655e+07 nChanged 13609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147791 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -40638036.000000 Penalty: 14821.608398
	Iteration 10F: 3 clusters Score -4.063804e+07 nChanged 12790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160527 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -40649732.000000 Penalty: 14821.608398
	Iteration 11F: 3 clusters Score -4.064973e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169783 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -40658280.000000 Penalty: 14821.608398
	Iteration 12F: 3 clusters Score -4.065828e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174883 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -40662860.000000 Penalty: 14821.608398
	Iteration 13Q: 3 clusters Score -4.066286e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177071 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -40664752.000000 Penalty: 14821.608398
	Iteration 14Q: 3 clusters Score -4.066475e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177969 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -40665524.000000 Penalty: 14821.608398
	Iteration 15Q: 3 clusters Score -4.066552e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178359 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -40665832.000000 Penalty: 14821.608398
	Iteration 16Q: 3 clusters Score -4.066583e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178523 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -40666028.000000 Penalty: 14821.608398
	Iteration 17Q: 3 clusters Score -4.066603e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178612 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -40666164.000000 Penalty: 14821.608398
	Iteration 18Q: 3 clusters Score -4.066616e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178670 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -40666216.000000 Penalty: 14821.608398
	Iteration 19Q: 3 clusters Score -4.066622e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178703 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -40666272.000000 Penalty: 14821.608398
	Iteration 20F: 3 clusters Score -4.066627e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178724 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -40666292.000000 Penalty: 14821.608398
	Iteration 21Q: 3 clusters Score -4.066629e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178739 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -40666352.000000 Penalty: 14821.608398
	Iteration 22Q: 3 clusters Score -4.066635e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178755 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -40666376.000000 Penalty: 14821.608398
	Iteration 23Q: 3 clusters Score -4.066638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178767 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -40666388.000000 Penalty: 14821.608398
	Iteration 24Q: 3 clusters Score -4.066639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178774 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -40666400.000000 Penalty: 14821.608398
	Iteration 25Q: 3 clusters Score -4.06664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178780 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -40666396.000000 Penalty: 14821.608398
	Iteration 26Q: 3 clusters Score -4.06664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178783 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -40666384.000000 Penalty: 14821.608398
	Iteration 27Q: 3 clusters Score -4.066638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178791 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -40666376.000000 Penalty: 14821.608398
	Iteration 28Q: 3 clusters Score -4.066638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178796 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -40666380.000000 Penalty: 14821.608398
	Iteration 29Q: 3 clusters Score -4.066638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178798 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -40666392.000000 Penalty: 14821.608398
	Iteration 30Q: 3 clusters Score -4.066639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178799 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -40666400.000000 Penalty: 14821.608398
	Iteration 31Q: 3 clusters Score -4.06664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178800 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -40666392.000000 Penalty: 14821.608398
	Iteration 32Q: 3 clusters Score -4.066639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178800 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -40666392.000000 Penalty: 14821.608398
	Iteration 33F: 3 clusters Score -4.066639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 19699 members 
Mstep: Class 3 contains 10282 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 11000 members 
Mstep: Class 7 contains 90877 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 15388 members 
Mstep: Class 10 contains 30750 members 
Mstep: Class 11 contains 3997 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 34069 members 
Mstep: Class 14 contains 53125 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1158 members 
Mstep: Class 17 contains 9686 members 
Mstep: Class 18 contains 13126 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 21 contains 38081 members 
Mstep: Class 23 contains 25720 members 
Mstep: Class 24 contains 179741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138275040.000000 Penalty: 204141.406250
Iteration 79Q: 26 clusters Score -1.38275e+08 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 19136 members 
Mstep: Class 3 contains 10120 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10860 members 
Mstep: Class 7 contains 94835 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 15353 members 
Mstep: Class 10 contains 30595 members 
Mstep: Class 11 contains 4012 members 
Mstep: Class 12 contains 38710 members 
Mstep: Class 13 contains 34068 members 
Mstep: Class 14 contains 53124 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1158 members 
Mstep: Class 17 contains 9689 members 
Mstep: Class 18 contains 13127 members 
Mstep: Class 19 contains 2734 members 
Mstep: Class 20 contains 25710 members 
Mstep: Class 21 contains 37987 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 24835 members 
Mstep: Class 24 contains 178045 members 
Mstep: Class 25 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138279376.000000 Penalty: 204141.406250
Iteration 80F: 26 clusters Score -1.382794e+08 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 18718 members 
Mstep: Class 3 contains 10022 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 97280 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 15350 members 
Mstep: Class 10 contains 30478 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 12 contains 38712 members 
Mstep: Class 13 contains 33967 members 
Mstep: Class 14 contains 53128 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1163 members 
Mstep: Class 17 contains 9660 members 
Mstep: Class 18 contains 13127 members 
Mstep: Class 19 contains 2702 members 
Mstep: Class 20 contains 25845 members 
Mstep: Class 21 contains 37906 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 24263 members 
Mstep: Class 24 contains 176952 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138281264.000000 Penalty: 204141.406250
Iteration 81Q: 26 clusters Score -1.382813e+08 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 18391 members 
Mstep: Class 3 contains 9949 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10742 members 
Mstep: Class 7 contains 99040 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15355 members 
Mstep: Class 10 contains 30393 members 
Mstep: Class 11 contains 4019 members 
Mstep: Class 12 contains 38718 members 
Mstep: Class 13 contains 33859 members 
Mstep: Class 14 contains 53124 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 1165 members 
Mstep: Class 17 contains 9650 members 
Mstep: Class 18 contains 13128 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 20 contains 26015 members 
Mstep: Class 21 contains 37858 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 23862 members 
Mstep: Class 24 contains 176138 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138282000.000000 Penalty: 204141.406250
Iteration 82Q: 26 clusters Score -1.38282e+08 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 18112 members 
Mstep: Class 3 contains 9901 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10649 members 
Mstep: Class 7 contains 100526 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15363 members 
Mstep: Class 10 contains 30328 members 
Mstep: Class 11 contains 4022 members 
Mstep: Class 12 contains 38717 members 
Mstep: Class 13 contains 33746 members 
Mstep: Class 14 contains 53127 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9654 members 
Mstep: Class 18 contains 13129 members 
Mstep: Class 19 contains 2691 members 
Mstep: Class 20 contains 26155 members 
Mstep: Class 21 contains 37797 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 23553 members 
Mstep: Class 24 contains 175471 members 
Mstep: Class 25 contains 238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138282176.000000 Penalty: 204141.406250
Iteration 83Q: 26 clusters Score -1.382822e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 17889 members 
Mstep: Class 3 contains 9865 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10580 members 
Mstep: Class 7 contains 101740 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15368 members 
Mstep: Class 10 contains 30275 members 
Mstep: Class 11 contains 4026 members 
Mstep: Class 12 contains 38709 members 
Mstep: Class 13 contains 33627 members 
Mstep: Class 14 contains 53128 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9654 members 
Mstep: Class 18 contains 13131 members 
Mstep: Class 19 contains 2691 members 
Mstep: Class 20 contains 26263 members 
Mstep: Class 21 contains 37761 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 23345 members 
Mstep: Class 24 contains 174886 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138282576.000000 Penalty: 204141.406250
Iteration 84Q: 26 clusters Score -1.382826e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 17704 members 
Mstep: Class 3 contains 9833 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10502 members 
Mstep: Class 7 contains 102783 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15373 members 
Mstep: Class 10 contains 30241 members 
Mstep: Class 11 contains 4024 members 
Mstep: Class 12 contains 38701 members 
Mstep: Class 13 contains 33513 members 
Mstep: Class 14 contains 53124 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9663 members 
Mstep: Class 18 contains 13133 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 20 contains 26360 members 
Mstep: Class 21 contains 37728 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 23145 members 
Mstep: Class 24 contains 174416 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138282704.000000 Penalty: 204141.406250
Iteration 85Q: 26 clusters Score -1.382827e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 17544 members 
Mstep: Class 3 contains 9828 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10462 members 
Mstep: Class 7 contains 103595 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15377 members 
Mstep: Class 10 contains 30219 members 
Mstep: Class 11 contains 4026 members 
Mstep: Class 12 contains 38694 members 
Mstep: Class 13 contains 33400 members 
Mstep: Class 14 contains 53126 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9670 members 
Mstep: Class 18 contains 13134 members 
Mstep: Class 19 contains 2684 members 
Mstep: Class 20 contains 26428 members 
Mstep: Class 21 contains 37697 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22997 members 
Mstep: Class 24 contains 174046 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283056.000000 Penalty: 204141.406250
Iteration 86Q: 26 clusters Score -1.382831e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 17408 members 
Mstep: Class 3 contains 9822 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10407 members 
Mstep: Class 7 contains 104321 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15379 members 
Mstep: Class 10 contains 30205 members 
Mstep: Class 11 contains 4023 members 
Mstep: Class 12 contains 38690 members 
Mstep: Class 13 contains 33302 members 
Mstep: Class 14 contains 53128 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9676 members 
Mstep: Class 18 contains 13135 members 
Mstep: Class 19 contains 2682 members 
Mstep: Class 20 contains 26477 members 
Mstep: Class 21 contains 37677 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22866 members 
Mstep: Class 24 contains 173726 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283248.000000 Penalty: 204141.406250
Iteration 87Q: 26 clusters Score -1.382832e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 17281 members 
Mstep: Class 3 contains 9820 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10368 members 
Mstep: Class 7 contains 104901 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15379 members 
Mstep: Class 10 contains 30193 members 
Mstep: Class 11 contains 4022 members 
Mstep: Class 12 contains 38684 members 
Mstep: Class 13 contains 33221 members 
Mstep: Class 14 contains 53130 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9684 members 
Mstep: Class 18 contains 13137 members 
Mstep: Class 19 contains 2682 members 
Mstep: Class 20 contains 26517 members 
Mstep: Class 21 contains 37655 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22785 members 
Mstep: Class 24 contains 173462 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283344.000000 Penalty: 204141.406250
Iteration 88Q: 26 clusters Score -1.382833e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 17160 members 
Mstep: Class 3 contains 9818 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10334 members 
Mstep: Class 7 contains 105381 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15385 members 
Mstep: Class 10 contains 30187 members 
Mstep: Class 11 contains 4025 members 
Mstep: Class 12 contains 38684 members 
Mstep: Class 13 contains 33147 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9687 members 
Mstep: Class 18 contains 13138 members 
Mstep: Class 19 contains 2679 members 
Mstep: Class 20 contains 26550 members 
Mstep: Class 21 contains 37649 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22691 members 
Mstep: Class 24 contains 173278 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283328.000000 Penalty: 204141.406250
Iteration 89Q: 26 clusters Score -1.382833e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 17071 members 
Mstep: Class 3 contains 9810 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10303 members 
Mstep: Class 7 contains 105777 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15387 members 
Mstep: Class 10 contains 30173 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 38682 members 
Mstep: Class 13 contains 33084 members 
Mstep: Class 14 contains 53128 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9691 members 
Mstep: Class 18 contains 13139 members 
Mstep: Class 19 contains 2679 members 
Mstep: Class 20 contains 26578 members 
Mstep: Class 21 contains 37647 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22629 members 
Mstep: Class 24 contains 173116 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283408.000000 Penalty: 204141.406250
Iteration 90Q: 26 clusters Score -1.382834e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 16978 members 
Mstep: Class 3 contains 9805 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10278 members 
Mstep: Class 7 contains 106144 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15388 members 
Mstep: Class 10 contains 30163 members 
Mstep: Class 11 contains 4034 members 
Mstep: Class 12 contains 38679 members 
Mstep: Class 13 contains 33024 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9698 members 
Mstep: Class 18 contains 13142 members 
Mstep: Class 19 contains 2677 members 
Mstep: Class 20 contains 26595 members 
Mstep: Class 21 contains 37641 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22574 members 
Mstep: Class 24 contains 172967 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283808.000000 Penalty: 204141.406250
Iteration 91Q: 26 clusters Score -1.382838e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 16897 members 
Mstep: Class 3 contains 9801 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10257 members 
Mstep: Class 7 contains 106450 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15389 members 
Mstep: Class 10 contains 30159 members 
Mstep: Class 11 contains 4033 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32957 members 
Mstep: Class 14 contains 53126 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9705 members 
Mstep: Class 18 contains 13143 members 
Mstep: Class 19 contains 2678 members 
Mstep: Class 20 contains 26614 members 
Mstep: Class 21 contains 37632 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22534 members 
Mstep: Class 24 contains 172859 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283728.000000 Penalty: 204141.406250
Iteration 92Q: 26 clusters Score -1.382837e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 16844 members 
Mstep: Class 3 contains 9806 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10238 members 
Mstep: Class 7 contains 106671 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15389 members 
Mstep: Class 10 contains 30157 members 
Mstep: Class 11 contains 4035 members 
Mstep: Class 12 contains 38677 members 
Mstep: Class 13 contains 32875 members 
Mstep: Class 14 contains 53127 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9705 members 
Mstep: Class 18 contains 13143 members 
Mstep: Class 19 contains 2678 members 
Mstep: Class 20 contains 26630 members 
Mstep: Class 21 contains 37625 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22506 members 
Mstep: Class 24 contains 172804 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283824.000000 Penalty: 204141.406250
Iteration 93Q: 26 clusters Score -1.382838e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 16803 members 
Mstep: Class 3 contains 9804 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10221 members 
Mstep: Class 7 contains 106862 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15391 members 
Mstep: Class 10 contains 30154 members 
Mstep: Class 11 contains 4033 members 
Mstep: Class 12 contains 38677 members 
Mstep: Class 13 contains 32807 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9709 members 
Mstep: Class 18 contains 13143 members 
Mstep: Class 19 contains 2677 members 
Mstep: Class 20 contains 26636 members 
Mstep: Class 21 contains 37614 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22478 members 
Mstep: Class 24 contains 172771 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283888.000000 Penalty: 204141.406250
Iteration 94Q: 26 clusters Score -1.382839e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 16771 members 
Mstep: Class 3 contains 9801 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 107028 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15392 members 
Mstep: Class 10 contains 30154 members 
Mstep: Class 11 contains 4036 members 
Mstep: Class 12 contains 38677 members 
Mstep: Class 13 contains 32748 members 
Mstep: Class 14 contains 53128 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9711 members 
Mstep: Class 18 contains 13143 members 
Mstep: Class 19 contains 2677 members 
Mstep: Class 20 contains 26644 members 
Mstep: Class 21 contains 37612 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22453 members 
Mstep: Class 24 contains 172733 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283728.000000 Penalty: 204141.406250
Iteration 95Q: 26 clusters Score -1.382837e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 16737 members 
Mstep: Class 3 contains 9803 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10183 members 
Mstep: Class 7 contains 107178 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15394 members 
Mstep: Class 10 contains 30153 members 
Mstep: Class 11 contains 4040 members 
Mstep: Class 12 contains 38677 members 
Mstep: Class 13 contains 32693 members 
Mstep: Class 14 contains 53128 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9708 members 
Mstep: Class 18 contains 13143 members 
Mstep: Class 19 contains 2676 members 
Mstep: Class 20 contains 26647 members 
Mstep: Class 21 contains 37611 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22426 members 
Mstep: Class 24 contains 172710 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283776.000000 Penalty: 204141.406250
Iteration 96Q: 26 clusters Score -1.382838e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 16707 members 
Mstep: Class 3 contains 9805 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10165 members 
Mstep: Class 7 contains 107306 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15394 members 
Mstep: Class 10 contains 30149 members 
Mstep: Class 11 contains 4042 members 
Mstep: Class 12 contains 38677 members 
Mstep: Class 13 contains 32645 members 
Mstep: Class 14 contains 53128 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9709 members 
Mstep: Class 18 contains 13144 members 
Mstep: Class 19 contains 2675 members 
Mstep: Class 20 contains 26653 members 
Mstep: Class 21 contains 37608 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22409 members 
Mstep: Class 24 contains 172690 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283760.000000 Penalty: 204141.406250
Iteration 97Q: 26 clusters Score -1.382838e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 16692 members 
Mstep: Class 3 contains 9803 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10155 members 
Mstep: Class 7 contains 107394 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30148 members 
Mstep: Class 11 contains 4043 members 
Mstep: Class 12 contains 38677 members 
Mstep: Class 13 contains 32610 members 
Mstep: Class 14 contains 53127 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9710 members 
Mstep: Class 18 contains 13144 members 
Mstep: Class 19 contains 2674 members 
Mstep: Class 20 contains 26661 members 
Mstep: Class 21 contains 37603 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22397 members 
Mstep: Class 24 contains 172674 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283680.000000 Penalty: 204141.406250
Iteration 98Q: 26 clusters Score -1.382837e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 16681 members 
Mstep: Class 3 contains 9804 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10141 members 
Mstep: Class 7 contains 107466 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30147 members 
Mstep: Class 11 contains 4044 members 
Mstep: Class 12 contains 38675 members 
Mstep: Class 13 contains 32594 members 
Mstep: Class 14 contains 53127 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9712 members 
Mstep: Class 18 contains 13144 members 
Mstep: Class 19 contains 2672 members 
Mstep: Class 20 contains 26671 members 
Mstep: Class 21 contains 37599 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22391 members 
Mstep: Class 24 contains 172644 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283552.000000 Penalty: 204141.406250
Iteration 99Q: 26 clusters Score -1.382836e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 16675 members 
Mstep: Class 3 contains 9803 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10135 members 
Mstep: Class 7 contains 107511 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15394 members 
Mstep: Class 10 contains 30148 members 
Mstep: Class 11 contains 4044 members 
Mstep: Class 12 contains 38676 members 
Mstep: Class 13 contains 32570 members 
Mstep: Class 14 contains 53127 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9712 members 
Mstep: Class 18 contains 13144 members 
Mstep: Class 19 contains 2672 members 
Mstep: Class 20 contains 26675 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22389 members 
Mstep: Class 24 contains 172639 members 
Mstep: Class 25 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283792.000000 Penalty: 204141.406250
Iteration 100F: 26 clusters Score -1.382838e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 16666 members 
Mstep: Class 3 contains 9802 members 
Mstep: Class 4 contains 974 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 107560 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15396 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4042 members 
Mstep: Class 12 contains 38676 members 
Mstep: Class 13 contains 32553 members 
Mstep: Class 14 contains 53130 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9712 members 
Mstep: Class 18 contains 13144 members 
Mstep: Class 19 contains 2672 members 
Mstep: Class 20 contains 26683 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22379 members 
Mstep: Class 24 contains 172622 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284064.000000 Penalty: 204141.406250
Iteration 101Q: 26 clusters Score -1.382841e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 16657 members 
Mstep: Class 3 contains 9800 members 
Mstep: Class 4 contains 976 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10130 members 
Mstep: Class 7 contains 107603 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15397 members 
Mstep: Class 10 contains 30143 members 
Mstep: Class 11 contains 4042 members 
Mstep: Class 12 contains 38676 members 
Mstep: Class 13 contains 32539 members 
Mstep: Class 14 contains 53130 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9712 members 
Mstep: Class 18 contains 13144 members 
Mstep: Class 19 contains 2672 members 
Mstep: Class 20 contains 26690 members 
Mstep: Class 21 contains 37590 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22375 members 
Mstep: Class 24 contains 172604 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284144.000000 Penalty: 204141.406250
Iteration 102Q: 26 clusters Score -1.382841e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 16649 members 
Mstep: Class 3 contains 9797 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 107633 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15396 members 
Mstep: Class 10 contains 30142 members 
Mstep: Class 11 contains 4041 members 
Mstep: Class 12 contains 38676 members 
Mstep: Class 13 contains 32524 members 
Mstep: Class 14 contains 53130 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9711 members 
Mstep: Class 18 contains 13144 members 
Mstep: Class 19 contains 2672 members 
Mstep: Class 20 contains 26696 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22370 members 
Mstep: Class 24 contains 172596 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283936.000000 Penalty: 204141.406250
Iteration 103Q: 26 clusters Score -1.382839e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 16645 members 
Mstep: Class 3 contains 9794 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10125 members 
Mstep: Class 7 contains 107660 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15396 members 
Mstep: Class 10 contains 30142 members 
Mstep: Class 11 contains 4041 members 
Mstep: Class 12 contains 38676 members 
Mstep: Class 13 contains 32509 members 
Mstep: Class 14 contains 53130 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9709 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2672 members 
Mstep: Class 20 contains 26700 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22365 members 
Mstep: Class 24 contains 172596 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138283968.000000 Penalty: 204141.406250
Iteration 104Q: 26 clusters Score -1.38284e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 16639 members 
Mstep: Class 3 contains 9793 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 107681 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15396 members 
Mstep: Class 10 contains 30143 members 
Mstep: Class 11 contains 4041 members 
Mstep: Class 12 contains 38675 members 
Mstep: Class 13 contains 32501 members 
Mstep: Class 14 contains 53130 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9709 members 
Mstep: Class 18 contains 13146 members 
Mstep: Class 19 contains 2672 members 
Mstep: Class 20 contains 26705 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22363 members 
Mstep: Class 24 contains 172592 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284032.000000 Penalty: 204141.406250
Iteration 105Q: 26 clusters Score -1.38284e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 16634 members 
Mstep: Class 3 contains 9793 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10116 members 
Mstep: Class 7 contains 107703 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15396 members 
Mstep: Class 10 contains 30143 members 
Mstep: Class 11 contains 4041 members 
Mstep: Class 12 contains 38675 members 
Mstep: Class 13 contains 32493 members 
Mstep: Class 14 contains 53130 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9709 members 
Mstep: Class 18 contains 13146 members 
Mstep: Class 19 contains 2671 members 
Mstep: Class 20 contains 26710 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22358 members 
Mstep: Class 24 contains 172587 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284080.000000 Penalty: 204141.406250
Iteration 106Q: 26 clusters Score -1.382841e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 16631 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10113 members 
Mstep: Class 7 contains 107720 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15396 members 
Mstep: Class 10 contains 30144 members 
Mstep: Class 11 contains 4042 members 
Mstep: Class 12 contains 38675 members 
Mstep: Class 13 contains 32481 members 
Mstep: Class 14 contains 53130 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9710 members 
Mstep: Class 18 contains 13146 members 
Mstep: Class 19 contains 2671 members 
Mstep: Class 20 contains 26714 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22359 members 
Mstep: Class 24 contains 172585 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284080.000000 Penalty: 204141.406250
Iteration 107Q: 26 clusters Score -1.382841e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 16630 members 
Mstep: Class 3 contains 9791 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10110 members 
Mstep: Class 7 contains 107731 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15396 members 
Mstep: Class 10 contains 30144 members 
Mstep: Class 11 contains 4043 members 
Mstep: Class 12 contains 38676 members 
Mstep: Class 13 contains 32467 members 
Mstep: Class 14 contains 53130 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9711 members 
Mstep: Class 18 contains 13146 members 
Mstep: Class 19 contains 2670 members 
Mstep: Class 20 contains 26719 members 
Mstep: Class 21 contains 37591 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22359 members 
Mstep: Class 24 contains 172590 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284144.000000 Penalty: 204141.406250
Iteration 108Q: 26 clusters Score -1.382841e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 16628 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10111 members 
Mstep: Class 7 contains 107743 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4044 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32458 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9708 members 
Mstep: Class 18 contains 13146 members 
Mstep: Class 19 contains 2669 members 
Mstep: Class 20 contains 26725 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22356 members 
Mstep: Class 24 contains 172586 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284128.000000 Penalty: 204141.406250
Iteration 109Q: 26 clusters Score -1.382841e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16622 members 
Mstep: Class 3 contains 9794 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10109 members 
Mstep: Class 7 contains 107757 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30146 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38679 members 
Mstep: Class 13 contains 32452 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9708 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26726 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22354 members 
Mstep: Class 24 contains 172586 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284112.000000 Penalty: 204141.406250
Iteration 110Q: 26 clusters Score -1.382841e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16616 members 
Mstep: Class 3 contains 9793 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10105 members 
Mstep: Class 7 contains 107769 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30146 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38679 members 
Mstep: Class 13 contains 32443 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9709 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26731 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22353 members 
Mstep: Class 24 contains 172589 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284176.000000 Penalty: 204141.406250
Iteration 111Q: 26 clusters Score -1.382842e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16614 members 
Mstep: Class 3 contains 9791 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10101 members 
Mstep: Class 7 contains 107778 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30146 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38679 members 
Mstep: Class 13 contains 32434 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9709 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26734 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22353 members 
Mstep: Class 24 contains 172593 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284080.000000 Penalty: 204141.406250
Iteration 112Q: 26 clusters Score -1.382841e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16612 members 
Mstep: Class 3 contains 9790 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10100 members 
Mstep: Class 7 contains 107788 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30146 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38679 members 
Mstep: Class 13 contains 32427 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9709 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26737 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22354 members 
Mstep: Class 24 contains 172591 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284144.000000 Penalty: 204141.406250
Iteration 113Q: 26 clusters Score -1.382841e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16611 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10098 members 
Mstep: Class 7 contains 107799 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30146 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38679 members 
Mstep: Class 13 contains 32421 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9708 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26742 members 
Mstep: Class 21 contains 37591 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22354 members 
Mstep: Class 24 contains 172587 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284128.000000 Penalty: 204141.406250
Iteration 114Q: 26 clusters Score -1.382841e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16610 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10095 members 
Mstep: Class 7 contains 107810 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30146 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38679 members 
Mstep: Class 13 contains 32419 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9708 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26745 members 
Mstep: Class 21 contains 37591 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22352 members 
Mstep: Class 24 contains 172581 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284096.000000 Penalty: 204141.406250
Iteration 115Q: 26 clusters Score -1.382841e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16608 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10092 members 
Mstep: Class 7 contains 107822 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30146 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38679 members 
Mstep: Class 13 contains 32415 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9708 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26747 members 
Mstep: Class 21 contains 37591 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22351 members 
Mstep: Class 24 contains 172577 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284080.000000 Penalty: 204141.406250
Iteration 116Q: 26 clusters Score -1.382841e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16606 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10091 members 
Mstep: Class 7 contains 107829 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30146 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32412 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26752 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22350 members 
Mstep: Class 24 contains 172573 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284048.000000 Penalty: 204141.406250
Iteration 117Q: 26 clusters Score -1.38284e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16604 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10090 members 
Mstep: Class 7 contains 107835 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30147 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32406 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26754 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22350 members 
Mstep: Class 24 contains 172573 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138284048.000000 Penalty: 204141.406250
Iteration 118Q: 26 clusters Score -1.38284e+08 nChanged 17
Entering ConstructFrom: 
Score: -138284048.000000 Penalty: 204141.406250
Entering ConstructFrom: 
Trying to split cluster 1 (7237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Entering Unmasked Estep 
Score: -1583403.500000 Penalty: 5443.264160
	Iteration 0F: 2 clusters Score -1583404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1574986.375000 Penalty: 10886.528320
	Iteration 0F: 3 clusters Score -1574986 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1576677.125000 Penalty: 10886.528320
	Iteration 1F: 3 clusters Score -1576677 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1577220.125000 Penalty: 10886.528320
	Iteration 2F: 3 clusters Score -1577220 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1577592.375000 Penalty: 10886.528320
	Iteration 3F: 3 clusters Score -1577592 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1577880.250000 Penalty: 10886.528320
	Iteration 4Q: 3 clusters Score -1577880 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1578113.750000 Penalty: 10886.528320
	Iteration 5Q: 3 clusters Score -1578114 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1578302.750000 Penalty: 10886.528320
	Iteration 6Q: 3 clusters Score -1578303 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1578451.625000 Penalty: 10886.528320
	Iteration 7Q: 3 clusters Score -1578452 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1578591.250000 Penalty: 10886.528320
	Iteration 8Q: 3 clusters Score -1578591 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1578699.375000 Penalty: 10886.528320
	Iteration 9Q: 3 clusters Score -1578699 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1578816.750000 Penalty: 10886.528320
	Iteration 10Q: 3 clusters Score -1578817 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1578918.750000 Penalty: 10886.528320
	Iteration 11Q: 3 clusters Score -1578919 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1578998.625000 Penalty: 10886.528320
	Iteration 12Q: 3 clusters Score -1578999 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1579089.375000 Penalty: 10886.528320
	Iteration 13Q: 3 clusters Score -1579089 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1579153.625000 Penalty: 10886.528320
	Iteration 14Q: 3 clusters Score -1579154 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1579214.000000 Penalty: 10886.528320
	Iteration 15Q: 3 clusters Score -1579214 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1579266.125000 Penalty: 10886.528320
	Iteration 16Q: 3 clusters Score -1579266 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1579320.375000 Penalty: 10886.528320
	Iteration 17Q: 3 clusters Score -1579320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1579359.500000 Penalty: 10886.528320
	Iteration 18Q: 3 clusters Score -1579360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1579391.750000 Penalty: 10886.528320
	Iteration 19Q: 3 clusters Score -1579392 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1579436.125000 Penalty: 10886.528320
	Iteration 20F: 3 clusters Score -1579436 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1579482.875000 Penalty: 10886.528320
	Iteration 21Q: 3 clusters Score -1579483 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1579533.500000 Penalty: 10886.528320
	Iteration 22Q: 3 clusters Score -1579534 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1579584.250000 Penalty: 10886.528320
	Iteration 23Q: 3 clusters Score -1579584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1579632.250000 Penalty: 10886.528320
	Iteration 24Q: 3 clusters Score -1579632 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1579678.250000 Penalty: 10886.528320
	Iteration 25Q: 3 clusters Score -1579678 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1579715.500000 Penalty: 10886.528320
	Iteration 26Q: 3 clusters Score -1579716 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1579758.875000 Penalty: 10886.528320
	Iteration 27Q: 3 clusters Score -1579759 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1579794.000000 Penalty: 10886.528320
	Iteration 28Q: 3 clusters Score -1579794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1579843.375000 Penalty: 10886.528320
	Iteration 29Q: 3 clusters Score -1579843 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1579893.875000 Penalty: 10886.528320
	Iteration 30Q: 3 clusters Score -1579894 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1579945.500000 Penalty: 10886.528320
	Iteration 31Q: 3 clusters Score -1579946 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1579979.625000 Penalty: 10886.528320
	Iteration 32Q: 3 clusters Score -1579980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1580004.375000 Penalty: 10886.528320
	Iteration 33Q: 3 clusters Score -1580004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1580020.250000 Penalty: 10886.528320
	Iteration 34Q: 3 clusters Score -1580020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1580045.750000 Penalty: 10886.528320
	Iteration 35Q: 3 clusters Score -1580046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1580060.375000 Penalty: 10886.528320
	Iteration 36Q: 3 clusters Score -1580060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1580089.500000 Penalty: 10886.528320
	Iteration 37Q: 3 clusters Score -1580090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1580104.875000 Penalty: 10886.528320
	Iteration 38Q: 3 clusters Score -1580105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1580117.000000 Penalty: 10886.528320
	Iteration 39Q: 3 clusters Score -1580117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1580129.250000 Penalty: 10886.528320
	Iteration 40F: 3 clusters Score -1580129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1580136.375000 Penalty: 10886.528320
	Iteration 41Q: 3 clusters Score -1580136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1580145.875000 Penalty: 10886.528320
	Iteration 42Q: 3 clusters Score -1580146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1580153.125000 Penalty: 10886.528320
	Iteration 43Q: 3 clusters Score -1580153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1580155.750000 Penalty: 10886.528320
	Iteration 44Q: 3 clusters Score -1580156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1580159.375000 Penalty: 10886.528320
	Iteration 45Q: 3 clusters Score -1580159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1580163.125000 Penalty: 10886.528320
	Iteration 46Q: 3 clusters Score -1580163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1580167.375000 Penalty: 10886.528320
	Iteration 47Q: 3 clusters Score -1580167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1580168.750000 Penalty: 10886.528320
	Iteration 48Q: 3 clusters Score -1580169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1580177.000000 Penalty: 10886.528320
	Iteration 49Q: 3 clusters Score -1580177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1580179.000000 Penalty: 10886.528320
	Iteration 50Q: 3 clusters Score -1580179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1580178.125000 Penalty: 10886.528320
	Iteration 51Q: 3 clusters Score -1580178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1580187.625000 Penalty: 10886.528320
	Iteration 52Q: 3 clusters Score -1580188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1580187.250000 Penalty: 10886.528320
	Iteration 53Q: 3 clusters Score -1580187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1580186.625000 Penalty: 10886.528320
	Iteration 54Q: 3 clusters Score -1580187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1580186.625000 Penalty: 10886.528320
	Iteration 55F: 3 clusters Score -1580187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Entering Unmasked Estep 
Score: -3794613.250000 Penalty: 5951.796387
	Iteration 0F: 2 clusters Score -3794613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -3780191.750000 Penalty: 11903.592773
	Iteration 0F: 3 clusters Score -3780192 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3783778.750000 Penalty: 11903.592773
	Iteration 1F: 3 clusters Score -3783779 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -3784421.000000 Penalty: 11903.592773
	Iteration 2F: 3 clusters Score -3784421 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3784879.000000 Penalty: 11903.592773
	Iteration 3F: 3 clusters Score -3784879 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -3785226.500000 Penalty: 11903.592773
	Iteration 4Q: 3 clusters Score -3785226 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -3785490.750000 Penalty: 11903.592773
	Iteration 5Q: 3 clusters Score -3785491 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -3785679.000000 Penalty: 11903.592773
	Iteration 6Q: 3 clusters Score -3785679 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -3785867.250000 Penalty: 11903.592773
	Iteration 7Q: 3 clusters Score -3785867 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3786000.750000 Penalty: 11903.592773
	Iteration 8Q: 3 clusters Score -3786001 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3786133.500000 Penalty: 11903.592773
	Iteration 9Q: 3 clusters Score -3786134 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3786258.000000 Penalty: 11903.592773
	Iteration 10Q: 3 clusters Score -3786258 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3786354.500000 Penalty: 11903.592773
	Iteration 11Q: 3 clusters Score -3786354 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -3786458.000000 Penalty: 11903.592773
	Iteration 12Q: 3 clusters Score -3786458 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3786576.750000 Penalty: 11903.592773
	Iteration 13Q: 3 clusters Score -3786577 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -3786672.000000 Penalty: 11903.592773
	Iteration 14Q: 3 clusters Score -3786672 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -3786784.000000 Penalty: 11903.592773
	Iteration 15Q: 3 clusters Score -3786784 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3786924.750000 Penalty: 11903.592773
	Iteration 16Q: 3 clusters Score -3786925 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -3787084.750000 Penalty: 11903.592773
	Iteration 17Q: 3 clusters Score -3787085 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -3787238.250000 Penalty: 11903.592773
	Iteration 18Q: 3 clusters Score -3787238 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3787440.500000 Penalty: 11903.592773
	Iteration 19Q: 3 clusters Score -3787440 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3787608.500000 Penalty: 11903.592773
	Iteration 20F: 3 clusters Score -3787608 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -3787810.000000 Penalty: 11903.592773
	Iteration 21Q: 3 clusters Score -3787810 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3787979.750000 Penalty: 11903.592773
	Iteration 22Q: 3 clusters Score -3787980 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -3788165.500000 Penalty: 11903.592773
	Iteration 23Q: 3 clusters Score -3788166 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3788326.250000 Penalty: 11903.592773
	Iteration 24Q: 3 clusters Score -3788326 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -3788511.500000 Penalty: 11903.592773
	Iteration 25Q: 3 clusters Score -3788512 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3788688.000000 Penalty: 11903.592773
	Iteration 26Q: 3 clusters Score -3788688 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3788829.000000 Penalty: 11903.592773
	Iteration 27Q: 3 clusters Score -3788829 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -3788948.250000 Penalty: 11903.592773
	Iteration 28Q: 3 clusters Score -3788948 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -3789052.250000 Penalty: 11903.592773
	Iteration 29Q: 3 clusters Score -3789052 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3789130.500000 Penalty: 11903.592773
	Iteration 30Q: 3 clusters Score -3789130 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3789195.000000 Penalty: 11903.592773
	Iteration 31Q: 3 clusters Score -3789195 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -3789236.500000 Penalty: 11903.592773
	Iteration 32Q: 3 clusters Score -3789236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3789275.750000 Penalty: 11903.592773
	Iteration 33Q: 3 clusters Score -3789276 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3789309.000000 Penalty: 11903.592773
	Iteration 34Q: 3 clusters Score -3789309 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3789344.000000 Penalty: 11903.592773
	Iteration 35Q: 3 clusters Score -3789344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -3789361.500000 Penalty: 11903.592773
	Iteration 36Q: 3 clusters Score -3789362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3789375.000000 Penalty: 11903.592773
	Iteration 37Q: 3 clusters Score -3789375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3789378.500000 Penalty: 11903.592773
	Iteration 38Q: 3 clusters Score -3789378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3789383.500000 Penalty: 11903.592773
	Iteration 39Q: 3 clusters Score -3789384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3789386.250000 Penalty: 11903.592773
	Iteration 40F: 3 clusters Score -3789386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3789396.000000 Penalty: 11903.592773
	Iteration 41Q: 3 clusters Score -3789396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -3789403.000000 Penalty: 11903.592773
	Iteration 42Q: 3 clusters Score -3789403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3789406.000000 Penalty: 11903.592773
	Iteration 43Q: 3 clusters Score -3789406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3789404.000000 Penalty: 11903.592773
	Iteration 44Q: 3 clusters Score -3789404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3789414.750000 Penalty: 11903.592773
	Iteration 45Q: 3 clusters Score -3789415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3789415.500000 Penalty: 11903.592773
	Iteration 46Q: 3 clusters Score -3789416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3789424.500000 Penalty: 11903.592773
	Iteration 47Q: 3 clusters Score -3789424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3789426.250000 Penalty: 11903.592773
	Iteration 48Q: 3 clusters Score -3789426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3789430.500000 Penalty: 11903.592773
	Iteration 49Q: 3 clusters Score -3789430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3789440.500000 Penalty: 11903.592773
	Iteration 50Q: 3 clusters Score -3789440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3789438.250000 Penalty: 11903.592773
	Iteration 51Q: 3 clusters Score -3789438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3789442.250000 Penalty: 11903.592773
	Iteration 52Q: 3 clusters Score -3789442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -3789446.500000 Penalty: 11903.592773
	Iteration 53Q: 3 clusters Score -3789446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3789452.250000 Penalty: 11903.592773
	Iteration 54Q: 3 clusters Score -3789452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3789453.500000 Penalty: 11903.592773
	Iteration 55Q: 3 clusters Score -3789454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3789457.500000 Penalty: 11903.592773
	Iteration 56Q: 3 clusters Score -3789458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3789459.750000 Penalty: 11903.592773
	Iteration 57Q: 3 clusters Score -3789460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3789457.250000 Penalty: 11903.592773
	Iteration 58Q: 3 clusters Score -3789457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3789457.250000 Penalty: 11903.592773
	Iteration 59F: 3 clusters Score -3789457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Entering Unmasked Estep 
Score: -2240154.000000 Penalty: 5628.271484
	Iteration 0F: 2 clusters Score -2240154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2230109.500000 Penalty: 11256.542969
	Iteration 0F: 3 clusters Score -2230110 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2232105.250000 Penalty: 11256.542969
	Iteration 1F: 3 clusters Score -2232105 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2232545.000000 Penalty: 11256.542969
	Iteration 2F: 3 clusters Score -2232545 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2232787.250000 Penalty: 11256.542969
	Iteration 3Q: 3 clusters Score -2232787 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2232970.750000 Penalty: 11256.542969
	Iteration 4Q: 3 clusters Score -2232971 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2233124.250000 Penalty: 11256.542969
	Iteration 5Q: 3 clusters Score -2233124 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2233241.250000 Penalty: 11256.542969
	Iteration 6Q: 3 clusters Score -2233241 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2233322.250000 Penalty: 11256.542969
	Iteration 7Q: 3 clusters Score -2233322 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2233390.750000 Penalty: 11256.542969
	Iteration 8Q: 3 clusters Score -2233391 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2233470.250000 Penalty: 11256.542969
	Iteration 9Q: 3 clusters Score -2233470 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2233536.500000 Penalty: 11256.542969
	Iteration 10Q: 3 clusters Score -2233536 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2233588.000000 Penalty: 11256.542969
	Iteration 11Q: 3 clusters Score -2233588 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2233637.250000 Penalty: 11256.542969
	Iteration 12Q: 3 clusters Score -2233637 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2233692.750000 Penalty: 11256.542969
	Iteration 13Q: 3 clusters Score -2233693 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2233736.500000 Penalty: 11256.542969
	Iteration 14Q: 3 clusters Score -2233736 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2233785.250000 Penalty: 11256.542969
	Iteration 15Q: 3 clusters Score -2233785 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2233836.500000 Penalty: 11256.542969
	Iteration 16Q: 3 clusters Score -2233836 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2233882.500000 Penalty: 11256.542969
	Iteration 17Q: 3 clusters Score -2233882 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2233941.750000 Penalty: 11256.542969
	Iteration 18Q: 3 clusters Score -2233942 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2234013.250000 Penalty: 11256.542969
	Iteration 19Q: 3 clusters Score -2234013 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2234072.000000 Penalty: 11256.542969
	Iteration 20F: 3 clusters Score -2234072 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2234143.750000 Penalty: 11256.542969
	Iteration 21Q: 3 clusters Score -2234144 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2234237.500000 Penalty: 11256.542969
	Iteration 22Q: 3 clusters Score -2234238 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2234374.000000 Penalty: 11256.542969
	Iteration 23Q: 3 clusters Score -2234374 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2234534.500000 Penalty: 11256.542969
	Iteration 24Q: 3 clusters Score -2234534 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2234683.250000 Penalty: 11256.542969
	Iteration 25Q: 3 clusters Score -2234683 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2234814.500000 Penalty: 11256.542969
	Iteration 26Q: 3 clusters Score -2234814 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2234923.750000 Penalty: 11256.542969
	Iteration 27Q: 3 clusters Score -2234924 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2234998.000000 Penalty: 11256.542969
	Iteration 28Q: 3 clusters Score -2234998 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2235059.750000 Penalty: 11256.542969
	Iteration 29Q: 3 clusters Score -2235060 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2235110.500000 Penalty: 11256.542969
	Iteration 30Q: 3 clusters Score -2235110 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2235150.500000 Penalty: 11256.542969
	Iteration 31Q: 3 clusters Score -2235150 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2235180.750000 Penalty: 11256.542969
	Iteration 32Q: 3 clusters Score -2235181 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2235215.750000 Penalty: 11256.542969
	Iteration 33Q: 3 clusters Score -2235216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2235230.250000 Penalty: 11256.542969
	Iteration 34Q: 3 clusters Score -2235230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2235251.500000 Penalty: 11256.542969
	Iteration 35Q: 3 clusters Score -2235252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2235264.500000 Penalty: 11256.542969
	Iteration 36Q: 3 clusters Score -2235264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2235290.750000 Penalty: 11256.542969
	Iteration 37Q: 3 clusters Score -2235291 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2235307.750000 Penalty: 11256.542969
	Iteration 38Q: 3 clusters Score -2235308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2235322.250000 Penalty: 11256.542969
	Iteration 39Q: 3 clusters Score -2235322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2235335.250000 Penalty: 11256.542969
	Iteration 40F: 3 clusters Score -2235335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2235345.750000 Penalty: 11256.542969
	Iteration 41Q: 3 clusters Score -2235346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2235364.750000 Penalty: 11256.542969
	Iteration 42Q: 3 clusters Score -2235365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2235372.250000 Penalty: 11256.542969
	Iteration 43Q: 3 clusters Score -2235372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2235385.250000 Penalty: 11256.542969
	Iteration 44Q: 3 clusters Score -2235385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2235388.750000 Penalty: 11256.542969
	Iteration 45Q: 3 clusters Score -2235389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2235399.250000 Penalty: 11256.542969
	Iteration 46Q: 3 clusters Score -2235399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2235412.500000 Penalty: 11256.542969
	Iteration 47Q: 3 clusters Score -2235412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2235416.500000 Penalty: 11256.542969
	Iteration 48Q: 3 clusters Score -2235416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2235427.750000 Penalty: 11256.542969
	Iteration 49Q: 3 clusters Score -2235428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2235429.250000 Penalty: 11256.542969
	Iteration 50Q: 3 clusters Score -2235429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2235430.750000 Penalty: 11256.542969
	Iteration 51Q: 3 clusters Score -2235431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2235437.750000 Penalty: 11256.542969
	Iteration 52Q: 3 clusters Score -2235438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2235449.250000 Penalty: 11256.542969
	Iteration 53Q: 3 clusters Score -2235449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2235455.250000 Penalty: 11256.542969
	Iteration 54Q: 3 clusters Score -2235455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2235461.250000 Penalty: 11256.542969
	Iteration 55Q: 3 clusters Score -2235461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2235472.500000 Penalty: 11256.542969
	Iteration 56Q: 3 clusters Score -2235472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2235479.500000 Penalty: 11256.542969
	Iteration 57Q: 3 clusters Score -2235480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2235480.750000 Penalty: 11256.542969
	Iteration 58Q: 3 clusters Score -2235481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2235493.750000 Penalty: 11256.542969
	Iteration 59Q: 3 clusters Score -2235494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2235500.000000 Penalty: 11256.542969
	Iteration 60F: 3 clusters Score -2235500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2235503.250000 Penalty: 11256.542969
	Iteration 61Q: 3 clusters Score -2235503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2235509.000000 Penalty: 11256.542969
	Iteration 62Q: 3 clusters Score -2235509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2235512.250000 Penalty: 11256.542969
	Iteration 63Q: 3 clusters Score -2235512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2235520.750000 Penalty: 11256.542969
	Iteration 64Q: 3 clusters Score -2235521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2235523.750000 Penalty: 11256.542969
	Iteration 65Q: 3 clusters Score -2235524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2235526.250000 Penalty: 11256.542969
	Iteration 66Q: 3 clusters Score -2235526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2235526.250000 Penalty: 11256.542969
	Iteration 67Q: 3 clusters Score -2235526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2235529.500000 Penalty: 11256.542969
	Iteration 68Q: 3 clusters Score -2235530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2235531.750000 Penalty: 11256.542969
	Iteration 69Q: 3 clusters Score -2235532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2235531.500000 Penalty: 11256.542969
	Iteration 70Q: 3 clusters Score -2235532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2235531.000000 Penalty: 11256.542969
	Iteration 71Q: 3 clusters Score -2235531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2235536.250000 Penalty: 11256.542969
	Iteration 72Q: 3 clusters Score -2235536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2235539.000000 Penalty: 11256.542969
	Iteration 73Q: 3 clusters Score -2235539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2235540.750000 Penalty: 11256.542969
	Iteration 74Q: 3 clusters Score -2235541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2235544.000000 Penalty: 11256.542969
	Iteration 75Q: 3 clusters Score -2235544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2235547.000000 Penalty: 11256.542969
	Iteration 76Q: 3 clusters Score -2235547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2235548.250000 Penalty: 11256.542969
	Iteration 77Q: 3 clusters Score -2235548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2235552.250000 Penalty: 11256.542969
	Iteration 78Q: 3 clusters Score -2235552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2235552.750000 Penalty: 11256.542969
	Iteration 79Q: 3 clusters Score -2235553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2235558.750000 Penalty: 11256.542969
	Iteration 80F: 3 clusters Score -2235559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2235560.000000 Penalty: 11256.542969
	Iteration 81Q: 3 clusters Score -2235560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2235563.250000 Penalty: 11256.542969
	Iteration 82Q: 3 clusters Score -2235563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2235564.000000 Penalty: 11256.542969
	Iteration 83Q: 3 clusters Score -2235564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2235568.500000 Penalty: 11256.542969
	Iteration 84Q: 3 clusters Score -2235568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2235572.750000 Penalty: 11256.542969
	Iteration 85Q: 3 clusters Score -2235573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2235576.500000 Penalty: 11256.542969
	Iteration 86Q: 3 clusters Score -2235576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2235577.000000 Penalty: 11256.542969
	Iteration 87Q: 3 clusters Score -2235577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2235579.500000 Penalty: 11256.542969
	Iteration 88Q: 3 clusters Score -2235580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2235581.500000 Penalty: 11256.542969
	Iteration 89Q: 3 clusters Score -2235582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2235584.000000 Penalty: 11256.542969
	Iteration 90Q: 3 clusters Score -2235584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2235588.750000 Penalty: 11256.542969
	Iteration 91Q: 3 clusters Score -2235589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2235592.750000 Penalty: 11256.542969
	Iteration 92Q: 3 clusters Score -2235593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2235588.250000 Penalty: 11256.542969
	Iteration 93Q: 3 clusters Score -2235588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2235591.000000 Penalty: 11256.542969
	Iteration 94Q: 3 clusters Score -2235591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2235591.500000 Penalty: 11256.542969
	Iteration 95Q: 3 clusters Score -2235592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2235593.750000 Penalty: 11256.542969
	Iteration 96Q: 3 clusters Score -2235594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2235593.750000 Penalty: 11256.542969
	Iteration 97Q: 3 clusters Score -2235594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2235593.750000 Penalty: 11256.542969
	Iteration 98F: 3 clusters Score -2235594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -138561.921875 Penalty: 4216.748047
	Iteration 0F: 2 clusters Score -138561.9 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 479 members 
Entering Unmasked Estep 
Score: -134931.218750 Penalty: 8433.496094
	Iteration 0F: 3 clusters Score -134931.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -136149.187500 Penalty: 8433.496094
	Iteration 1F: 3 clusters Score -136149.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -137179.000000 Penalty: 8433.496094
	Iteration 2F: 3 clusters Score -137179 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -138549.500000 Penalty: 8433.496094
	Iteration 3F: 3 clusters Score -138549.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -140941.828125 Penalty: 8433.496094
	Iteration 4F: 3 clusters Score -140941.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -143082.781250 Penalty: 8433.496094
	Iteration 5F: 3 clusters Score -143082.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -143909.750000 Penalty: 8433.496094
	Iteration 6F: 3 clusters Score -143909.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -144052.187500 Penalty: 8433.496094
	Iteration 7Q: 3 clusters Score -144052.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -144253.843750 Penalty: 8433.496094
	Iteration 8Q: 3 clusters Score -144253.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -144581.562500 Penalty: 8433.496094
	Iteration 9Q: 3 clusters Score -144581.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -144667.515625 Penalty: 8433.496094
	Iteration 10Q: 3 clusters Score -144667.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -144717.250000 Penalty: 8433.496094
	Iteration 11Q: 3 clusters Score -144717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -144766.250000 Penalty: 8433.496094
	Iteration 12Q: 3 clusters Score -144766.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -144813.843750 Penalty: 8433.496094
	Iteration 13Q: 3 clusters Score -144813.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -144836.281250 Penalty: 8433.496094
	Iteration 14Q: 3 clusters Score -144836.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -144843.656250 Penalty: 8433.496094
	Iteration 15Q: 3 clusters Score -144843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -144843.656250 Penalty: 8433.496094
	Iteration 16F: 3 clusters Score -144843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16601 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10089 members 
Mstep: Class 7 contains 107840 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30147 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32401 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26757 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22350 members 
Mstep: Class 24 contains 172574 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 336 members 
Entering Unmasked Estep 
Score: -138286400.000000 Penalty: 212307.062500
Splitting cluster 4 changes total score from -138284048.000000 to -138286400.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 5 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -226112.546875 Penalty: 4245.526367
	Iteration 0F: 2 clusters Score -226112.5 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 510 members 
Entering Unmasked Estep 
Score: -221968.343750 Penalty: 8491.052734
	Iteration 0F: 3 clusters Score -221968.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -222328.234375 Penalty: 8491.052734
	Iteration 1F: 3 clusters Score -222328.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -222464.453125 Penalty: 8491.052734
	Iteration 2Q: 3 clusters Score -222464.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -222536.843750 Penalty: 8491.052734
	Iteration 3Q: 3 clusters Score -222536.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -222564.984375 Penalty: 8491.052734
	Iteration 4Q: 3 clusters Score -222565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -222570.312500 Penalty: 8491.052734
	Iteration 5Q: 3 clusters Score -222570.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -222572.218750 Penalty: 8491.052734
	Iteration 6Q: 3 clusters Score -222572.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -222575.531250 Penalty: 8491.052734
	Iteration 7Q: 3 clusters Score -222575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -222586.453125 Penalty: 8491.052734
	Iteration 8Q: 3 clusters Score -222586.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -222589.359375 Penalty: 8491.052734
	Iteration 9Q: 3 clusters Score -222589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -222596.125000 Penalty: 8491.052734
	Iteration 10Q: 3 clusters Score -222596.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -222602.828125 Penalty: 8491.052734
	Iteration 11Q: 3 clusters Score -222602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -222608.890625 Penalty: 8491.052734
	Iteration 12Q: 3 clusters Score -222608.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -222619.046875 Penalty: 8491.052734
	Iteration 13Q: 3 clusters Score -222619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -222621.406250 Penalty: 8491.052734
	Iteration 14Q: 3 clusters Score -222621.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -222621.406250 Penalty: 8491.052734
	Iteration 15F: 3 clusters Score -222621.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Entering Unmasked Estep 
Score: -2308571.250000 Penalty: 5646.760742
	Iteration 0F: 2 clusters Score -2308571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2298212.500000 Penalty: 11293.521484
	Iteration 0F: 3 clusters Score -2298212 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2300343.000000 Penalty: 11293.521484
	Iteration 1F: 3 clusters Score -2300343 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2300763.000000 Penalty: 11293.521484
	Iteration 2F: 3 clusters Score -2300763 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2301009.250000 Penalty: 11293.521484
	Iteration 3Q: 3 clusters Score -2301009 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2301180.500000 Penalty: 11293.521484
	Iteration 4Q: 3 clusters Score -2301180 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2301320.750000 Penalty: 11293.521484
	Iteration 5Q: 3 clusters Score -2301321 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2301412.500000 Penalty: 11293.521484
	Iteration 6Q: 3 clusters Score -2301412 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2301484.750000 Penalty: 11293.521484
	Iteration 7Q: 3 clusters Score -2301485 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2301545.250000 Penalty: 11293.521484
	Iteration 8Q: 3 clusters Score -2301545 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2301603.500000 Penalty: 11293.521484
	Iteration 9Q: 3 clusters Score -2301604 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2301651.000000 Penalty: 11293.521484
	Iteration 10Q: 3 clusters Score -2301651 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2301706.750000 Penalty: 11293.521484
	Iteration 11Q: 3 clusters Score -2301707 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2301760.750000 Penalty: 11293.521484
	Iteration 12Q: 3 clusters Score -2301761 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2301789.250000 Penalty: 11293.521484
	Iteration 13Q: 3 clusters Score -2301789 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2301833.250000 Penalty: 11293.521484
	Iteration 14Q: 3 clusters Score -2301833 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2301863.750000 Penalty: 11293.521484
	Iteration 15Q: 3 clusters Score -2301864 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2301898.750000 Penalty: 11293.521484
	Iteration 16Q: 3 clusters Score -2301899 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2301925.500000 Penalty: 11293.521484
	Iteration 17Q: 3 clusters Score -2301926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2301955.000000 Penalty: 11293.521484
	Iteration 18Q: 3 clusters Score -2301955 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2301986.250000 Penalty: 11293.521484
	Iteration 19Q: 3 clusters Score -2301986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2302019.500000 Penalty: 11293.521484
	Iteration 20F: 3 clusters Score -2302020 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2302054.250000 Penalty: 11293.521484
	Iteration 21Q: 3 clusters Score -2302054 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2302086.250000 Penalty: 11293.521484
	Iteration 22Q: 3 clusters Score -2302086 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2302125.750000 Penalty: 11293.521484
	Iteration 23Q: 3 clusters Score -2302126 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2302152.500000 Penalty: 11293.521484
	Iteration 24Q: 3 clusters Score -2302152 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2302192.000000 Penalty: 11293.521484
	Iteration 25Q: 3 clusters Score -2302192 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2302250.000000 Penalty: 11293.521484
	Iteration 26Q: 3 clusters Score -2302250 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2302301.500000 Penalty: 11293.521484
	Iteration 27Q: 3 clusters Score -2302302 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2302372.500000 Penalty: 11293.521484
	Iteration 28Q: 3 clusters Score -2302372 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2302458.250000 Penalty: 11293.521484
	Iteration 29Q: 3 clusters Score -2302458 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2302530.750000 Penalty: 11293.521484
	Iteration 30Q: 3 clusters Score -2302531 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2302632.750000 Penalty: 11293.521484
	Iteration 31Q: 3 clusters Score -2302633 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2302753.500000 Penalty: 11293.521484
	Iteration 32Q: 3 clusters Score -2302754 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2302887.000000 Penalty: 11293.521484
	Iteration 33Q: 3 clusters Score -2302887 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2303041.250000 Penalty: 11293.521484
	Iteration 34Q: 3 clusters Score -2303041 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2303207.500000 Penalty: 11293.521484
	Iteration 35Q: 3 clusters Score -2303208 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2303390.500000 Penalty: 11293.521484
	Iteration 36Q: 3 clusters Score -2303390 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2303617.500000 Penalty: 11293.521484
	Iteration 37Q: 3 clusters Score -2303618 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2303962.000000 Penalty: 11293.521484
	Iteration 38Q: 3 clusters Score -2303962 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2304465.500000 Penalty: 11293.521484
	Iteration 39Q: 3 clusters Score -2304466 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2305038.500000 Penalty: 11293.521484
	Iteration 40F: 3 clusters Score -2305038 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2305529.500000 Penalty: 11293.521484
	Iteration 41Q: 3 clusters Score -2305530 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2305837.750000 Penalty: 11293.521484
	Iteration 42Q: 3 clusters Score -2305838 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2306062.750000 Penalty: 11293.521484
	Iteration 43Q: 3 clusters Score -2306063 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2306293.000000 Penalty: 11293.521484
	Iteration 44Q: 3 clusters Score -2306293 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2306551.000000 Penalty: 11293.521484
	Iteration 45Q: 3 clusters Score -2306551 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2306827.500000 Penalty: 11293.521484
	Iteration 46Q: 3 clusters Score -2306828 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2307010.250000 Penalty: 11293.521484
	Iteration 47Q: 3 clusters Score -2307010 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2307086.250000 Penalty: 11293.521484
	Iteration 48Q: 3 clusters Score -2307086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2307115.250000 Penalty: 11293.521484
	Iteration 49Q: 3 clusters Score -2307115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2307136.750000 Penalty: 11293.521484
	Iteration 50Q: 3 clusters Score -2307137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2307143.500000 Penalty: 11293.521484
	Iteration 51Q: 3 clusters Score -2307144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2307150.750000 Penalty: 11293.521484
	Iteration 52Q: 3 clusters Score -2307151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2307155.250000 Penalty: 11293.521484
	Iteration 53Q: 3 clusters Score -2307155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2307153.750000 Penalty: 11293.521484
	Iteration 54Q: 3 clusters Score -2307154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2307158.250000 Penalty: 11293.521484
	Iteration 55Q: 3 clusters Score -2307158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2307158.500000 Penalty: 11293.521484
	Iteration 56Q: 3 clusters Score -2307158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2307158.500000 Penalty: 11293.521484
	Iteration 57F: 3 clusters Score -2307158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (107840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107840 members 
Entering Unmasked Estep 
Score: -24808678.000000 Penalty: 7097.897461
	Iteration 0F: 2 clusters Score -2.480868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -24735794.000000 Penalty: 14195.794922
	Iteration 0F: 3 clusters Score -2.473579e+07 nChanged 49601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -24763136.000000 Penalty: 14195.794922
	Iteration 1F: 3 clusters Score -2.476314e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -24764862.000000 Penalty: 14195.794922
	Iteration 2Q: 3 clusters Score -2.476486e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -24766830.000000 Penalty: 14195.794922
	Iteration 3Q: 3 clusters Score -2.476683e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -24768988.000000 Penalty: 14195.794922
	Iteration 4Q: 3 clusters Score -2.476899e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -24771284.000000 Penalty: 14195.794922
	Iteration 5Q: 3 clusters Score -2.477128e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 57205 members 
Entering Unmasked Estep 
Score: -24773904.000000 Penalty: 14195.794922
	Iteration 6Q: 3 clusters Score -2.47739e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -24776318.000000 Penalty: 14195.794922
	Iteration 7Q: 3 clusters Score -2.477632e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 58061 members 
Entering Unmasked Estep 
Score: -24778584.000000 Penalty: 14195.794922
	Iteration 8Q: 3 clusters Score -2.477858e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -24780978.000000 Penalty: 14195.794922
	Iteration 9Q: 3 clusters Score -2.478098e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 59031 members 
Entering Unmasked Estep 
Score: -24782936.000000 Penalty: 14195.794922
	Iteration 10Q: 3 clusters Score -2.478294e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -24784718.000000 Penalty: 14195.794922
	Iteration 11Q: 3 clusters Score -2.478472e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -24786224.000000 Penalty: 14195.794922
	Iteration 12Q: 3 clusters Score -2.478622e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -24787430.000000 Penalty: 14195.794922
	Iteration 13Q: 3 clusters Score -2.478743e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -24788402.000000 Penalty: 14195.794922
	Iteration 14Q: 3 clusters Score -2.47884e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 61440 members 
Entering Unmasked Estep 
Score: -24788974.000000 Penalty: 14195.794922
	Iteration 15Q: 3 clusters Score -2.478897e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -24789484.000000 Penalty: 14195.794922
	Iteration 16Q: 3 clusters Score -2.478948e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -24789822.000000 Penalty: 14195.794922
	Iteration 17Q: 3 clusters Score -2.478982e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 61983 members 
Entering Unmasked Estep 
Score: -24790122.000000 Penalty: 14195.794922
	Iteration 18Q: 3 clusters Score -2.479012e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -24790254.000000 Penalty: 14195.794922
	Iteration 19Q: 3 clusters Score -2.479025e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -24790370.000000 Penalty: 14195.794922
	Iteration 20F: 3 clusters Score -2.479037e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -24790402.000000 Penalty: 14195.794922
	Iteration 21Q: 3 clusters Score -2.47904e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 62533 members 
Entering Unmasked Estep 
Score: -24790434.000000 Penalty: 14195.794922
	Iteration 22Q: 3 clusters Score -2.479043e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -24790528.000000 Penalty: 14195.794922
	Iteration 23Q: 3 clusters Score -2.479053e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -24790556.000000 Penalty: 14195.794922
	Iteration 24Q: 3 clusters Score -2.479056e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -24790578.000000 Penalty: 14195.794922
	Iteration 25Q: 3 clusters Score -2.479058e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 63031 members 
Entering Unmasked Estep 
Score: -24790650.000000 Penalty: 14195.794922
	Iteration 26Q: 3 clusters Score -2.479065e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -24790698.000000 Penalty: 14195.794922
	Iteration 27Q: 3 clusters Score -2.47907e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 63274 members 
Entering Unmasked Estep 
Score: -24790746.000000 Penalty: 14195.794922
	Iteration 28Q: 3 clusters Score -2.479075e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -24790814.000000 Penalty: 14195.794922
	Iteration 29Q: 3 clusters Score -2.479081e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 63516 members 
Entering Unmasked Estep 
Score: -24790892.000000 Penalty: 14195.794922
	Iteration 30Q: 3 clusters Score -2.479089e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -24790916.000000 Penalty: 14195.794922
	Iteration 31Q: 3 clusters Score -2.479092e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -24790926.000000 Penalty: 14195.794922
	Iteration 32Q: 3 clusters Score -2.479093e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -24790922.000000 Penalty: 14195.794922
	Iteration 33Q: 3 clusters Score -2.479092e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -24790954.000000 Penalty: 14195.794922
	Iteration 34Q: 3 clusters Score -2.479095e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -24790980.000000 Penalty: 14195.794922
	Iteration 35Q: 3 clusters Score -2.479098e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -24791008.000000 Penalty: 14195.794922
	Iteration 36Q: 3 clusters Score -2.479101e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -24790980.000000 Penalty: 14195.794922
	Iteration 37Q: 3 clusters Score -2.479098e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 65045 members 
Entering Unmasked Estep 
Score: -24791016.000000 Penalty: 14195.794922
	Iteration 38Q: 3 clusters Score -2.479102e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -24790996.000000 Penalty: 14195.794922
	Iteration 39Q: 3 clusters Score -2.4791e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -24791042.000000 Penalty: 14195.794922
	Iteration 40F: 3 clusters Score -2.479104e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -24791052.000000 Penalty: 14195.794922
	Iteration 41Q: 3 clusters Score -2.479105e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 66091 members 
Entering Unmasked Estep 
Score: -24791066.000000 Penalty: 14195.794922
	Iteration 42Q: 3 clusters Score -2.479107e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -24791088.000000 Penalty: 14195.794922
	Iteration 43Q: 3 clusters Score -2.479109e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -24791176.000000 Penalty: 14195.794922
	Iteration 44Q: 3 clusters Score -2.479118e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -24791154.000000 Penalty: 14195.794922
	Iteration 45Q: 3 clusters Score -2.479115e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -24791152.000000 Penalty: 14195.794922
	Iteration 46Q: 3 clusters Score -2.479115e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 67695 members 
Entering Unmasked Estep 
Score: -24791236.000000 Penalty: 14195.794922
	Iteration 47Q: 3 clusters Score -2.479124e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 68072 members 
Entering Unmasked Estep 
Score: -24791242.000000 Penalty: 14195.794922
	Iteration 48Q: 3 clusters Score -2.479124e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 68474 members 
Entering Unmasked Estep 
Score: -24791310.000000 Penalty: 14195.794922
	Iteration 49Q: 3 clusters Score -2.479131e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 68909 members 
Entering Unmasked Estep 
Score: -24791388.000000 Penalty: 14195.794922
	Iteration 50Q: 3 clusters Score -2.479139e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 69367 members 
Entering Unmasked Estep 
Score: -24791432.000000 Penalty: 14195.794922
	Iteration 51Q: 3 clusters Score -2.479143e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -24791516.000000 Penalty: 14195.794922
	Iteration 52Q: 3 clusters Score -2.479152e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 70313 members 
Entering Unmasked Estep 
Score: -24791596.000000 Penalty: 14195.794922
	Iteration 53Q: 3 clusters Score -2.47916e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 70848 members 
Entering Unmasked Estep 
Score: -24791668.000000 Penalty: 14195.794922
	Iteration 54Q: 3 clusters Score -2.479167e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 71437 members 
Entering Unmasked Estep 
Score: -24791820.000000 Penalty: 14195.794922
	Iteration 55Q: 3 clusters Score -2.479182e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 72103 members 
Entering Unmasked Estep 
Score: -24791940.000000 Penalty: 14195.794922
	Iteration 56Q: 3 clusters Score -2.479194e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 72814 members 
Entering Unmasked Estep 
Score: -24792002.000000 Penalty: 14195.794922
	Iteration 57Q: 3 clusters Score -2.4792e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 73602 members 
Entering Unmasked Estep 
Score: -24792080.000000 Penalty: 14195.794922
	Iteration 58Q: 3 clusters Score -2.479208e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -24792270.000000 Penalty: 14195.794922
	Iteration 59Q: 3 clusters Score -2.479227e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -24792360.000000 Penalty: 14195.794922
	Iteration 60F: 3 clusters Score -2.479236e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -24792568.000000 Penalty: 14195.794922
	Iteration 61Q: 3 clusters Score -2.479257e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 77308 members 
Entering Unmasked Estep 
Score: -24792870.000000 Penalty: 14195.794922
	Iteration 62Q: 3 clusters Score -2.479287e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 78471 members 
Entering Unmasked Estep 
Score: -24793160.000000 Penalty: 14195.794922
	Iteration 63Q: 3 clusters Score -2.479316e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 79665 members 
Entering Unmasked Estep 
Score: -24793420.000000 Penalty: 14195.794922
	Iteration 64Q: 3 clusters Score -2.479342e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 80841 members 
Entering Unmasked Estep 
Score: -24793672.000000 Penalty: 14195.794922
	Iteration 65Q: 3 clusters Score -2.479367e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -24793984.000000 Penalty: 14195.794922
	Iteration 66Q: 3 clusters Score -2.479398e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 83245 members 
Entering Unmasked Estep 
Score: -24794286.000000 Penalty: 14195.794922
	Iteration 67Q: 3 clusters Score -2.479429e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 84485 members 
Entering Unmasked Estep 
Score: -24794648.000000 Penalty: 14195.794922
	Iteration 68Q: 3 clusters Score -2.479465e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
Score: -24794956.000000 Penalty: 14195.794922
	Iteration 69Q: 3 clusters Score -2.479496e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 87126 members 
Entering Unmasked Estep 
Score: -24795470.000000 Penalty: 14195.794922
	Iteration 70Q: 3 clusters Score -2.479547e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -24795926.000000 Penalty: 14195.794922
	Iteration 71Q: 3 clusters Score -2.479593e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 89744 members 
Entering Unmasked Estep 
Score: -24796370.000000 Penalty: 14195.794922
	Iteration 72Q: 3 clusters Score -2.479637e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 90985 members 
Entering Unmasked Estep 
Score: -24796762.000000 Penalty: 14195.794922
	Iteration 73Q: 3 clusters Score -2.479676e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 92221 members 
Entering Unmasked Estep 
Score: -24797080.000000 Penalty: 14195.794922
	Iteration 74Q: 3 clusters Score -2.479708e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 93484 members 
Entering Unmasked Estep 
Score: -24797602.000000 Penalty: 14195.794922
	Iteration 75Q: 3 clusters Score -2.47976e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -24798142.000000 Penalty: 14195.794922
	Iteration 76Q: 3 clusters Score -2.479814e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 95992 members 
Entering Unmasked Estep 
Score: -24798650.000000 Penalty: 14195.794922
	Iteration 77Q: 3 clusters Score -2.479865e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 97194 members 
Entering Unmasked Estep 
Score: -24799096.000000 Penalty: 14195.794922
	Iteration 78Q: 3 clusters Score -2.47991e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 98281 members 
Entering Unmasked Estep 
Score: -24799578.000000 Penalty: 14195.794922
	Iteration 79Q: 3 clusters Score -2.479958e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -24800066.000000 Penalty: 14195.794922
	Iteration 80F: 3 clusters Score -2.480007e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 100232 members 
Entering Unmasked Estep 
Score: -24800494.000000 Penalty: 14195.794922
	Iteration 81Q: 3 clusters Score -2.480049e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 101065 members 
Entering Unmasked Estep 
Score: -24800840.000000 Penalty: 14195.794922
	Iteration 82Q: 3 clusters Score -2.480084e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 101783 members 
Entering Unmasked Estep 
Score: -24801104.000000 Penalty: 14195.794922
	Iteration 83Q: 3 clusters Score -2.48011e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 102445 members 
Entering Unmasked Estep 
Score: -24801358.000000 Penalty: 14195.794922
	Iteration 84Q: 3 clusters Score -2.480136e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 103000 members 
Entering Unmasked Estep 
Score: -24801614.000000 Penalty: 14195.794922
	Iteration 85Q: 3 clusters Score -2.480161e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 103503 members 
Entering Unmasked Estep 
Score: -24801838.000000 Penalty: 14195.794922
	Iteration 86Q: 3 clusters Score -2.480184e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 103923 members 
Entering Unmasked Estep 
Score: -24802024.000000 Penalty: 14195.794922
	Iteration 87Q: 3 clusters Score -2.480202e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 104297 members 
Entering Unmasked Estep 
Score: -24802170.000000 Penalty: 14195.794922
	Iteration 88Q: 3 clusters Score -2.480217e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 104587 members 
Entering Unmasked Estep 
Score: -24802350.000000 Penalty: 14195.794922
	Iteration 89Q: 3 clusters Score -2.480235e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 104833 members 
Entering Unmasked Estep 
Score: -24802438.000000 Penalty: 14195.794922
	Iteration 90Q: 3 clusters Score -2.480244e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 105023 members 
Entering Unmasked Estep 
Score: -24802564.000000 Penalty: 14195.794922
	Iteration 91Q: 3 clusters Score -2.480256e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 105160 members 
Entering Unmasked Estep 
Score: -24802596.000000 Penalty: 14195.794922
	Iteration 92Q: 3 clusters Score -2.48026e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 105286 members 
Entering Unmasked Estep 
Score: -24802688.000000 Penalty: 14195.794922
	Iteration 93Q: 3 clusters Score -2.480269e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 105385 members 
Entering Unmasked Estep 
Score: -24802744.000000 Penalty: 14195.794922
	Iteration 94Q: 3 clusters Score -2.480274e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 105472 members 
Entering Unmasked Estep 
Score: -24802826.000000 Penalty: 14195.794922
	Iteration 95Q: 3 clusters Score -2.480283e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 105562 members 
Entering Unmasked Estep 
Score: -24802824.000000 Penalty: 14195.794922
	Iteration 96Q: 3 clusters Score -2.480282e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 105635 members 
Entering Unmasked Estep 
Score: -24802860.000000 Penalty: 14195.794922
	Iteration 97Q: 3 clusters Score -2.480286e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 105690 members 
Entering Unmasked Estep 
Score: -24802914.000000 Penalty: 14195.794922
	Iteration 98Q: 3 clusters Score -2.480291e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 105731 members 
Entering Unmasked Estep 
Score: -24802904.000000 Penalty: 14195.794922
	Iteration 99Q: 3 clusters Score -2.48029e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 105769 members 
Entering Unmasked Estep 
Score: -24802950.000000 Penalty: 14195.794922
	Iteration 100F: 3 clusters Score -2.480295e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 105801 members 
Entering Unmasked Estep 
Score: -24802972.000000 Penalty: 14195.794922
	Iteration 101Q: 3 clusters Score -2.480297e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 105819 members 
Entering Unmasked Estep 
Score: -24802984.000000 Penalty: 14195.794922
	Iteration 102Q: 3 clusters Score -2.480298e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 105848 members 
Entering Unmasked Estep 
Score: -24803010.000000 Penalty: 14195.794922
	Iteration 103Q: 3 clusters Score -2.480301e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 105867 members 
Entering Unmasked Estep 
Score: -24803058.000000 Penalty: 14195.794922
	Iteration 104Q: 3 clusters Score -2.480306e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 105885 members 
Entering Unmasked Estep 
Score: -24803070.000000 Penalty: 14195.794922
	Iteration 105Q: 3 clusters Score -2.480307e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 105902 members 
Entering Unmasked Estep 
Score: -24803068.000000 Penalty: 14195.794922
	Iteration 106Q: 3 clusters Score -2.480307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -24803092.000000 Penalty: 14195.794922
	Iteration 107Q: 3 clusters Score -2.480309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 105920 members 
Entering Unmasked Estep 
Score: -24803072.000000 Penalty: 14195.794922
	Iteration 108Q: 3 clusters Score -2.480307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 105929 members 
Entering Unmasked Estep 
Score: -24803068.000000 Penalty: 14195.794922
	Iteration 109Q: 3 clusters Score -2.480307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 105931 members 
Entering Unmasked Estep 
Score: -24803066.000000 Penalty: 14195.794922
	Iteration 110Q: 3 clusters Score -2.480307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 105935 members 
Entering Unmasked Estep 
Score: -24803080.000000 Penalty: 14195.794922
	Iteration 111Q: 3 clusters Score -2.480308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 105939 members 
Entering Unmasked Estep 
Score: -24803090.000000 Penalty: 14195.794922
	Iteration 112Q: 3 clusters Score -2.480309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 105944 members 
Entering Unmasked Estep 
Score: -24803078.000000 Penalty: 14195.794922
	Iteration 113Q: 3 clusters Score -2.480308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 105947 members 
Entering Unmasked Estep 
Score: -24803058.000000 Penalty: 14195.794922
	Iteration 114Q: 3 clusters Score -2.480306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 105951 members 
Entering Unmasked Estep 
Score: -24803080.000000 Penalty: 14195.794922
	Iteration 115Q: 3 clusters Score -2.480308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 105952 members 
Entering Unmasked Estep 
Score: -24803068.000000 Penalty: 14195.794922
	Iteration 116Q: 3 clusters Score -2.480307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 105953 members 
Entering Unmasked Estep 
Score: -24803074.000000 Penalty: 14195.794922
	Iteration 117Q: 3 clusters Score -2.480307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 105954 members 
Entering Unmasked Estep 
Score: -24803068.000000 Penalty: 14195.794922
	Iteration 118Q: 3 clusters Score -2.480307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 105955 members 
Entering Unmasked Estep 
Score: -24803062.000000 Penalty: 14195.794922
	Iteration 119Q: 3 clusters Score -2.480306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 105956 members 
Entering Unmasked Estep 
Score: -24803066.000000 Penalty: 14195.794922
	Iteration 120F: 3 clusters Score -2.480307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -73306.273438 Penalty: 3639.964844
	Iteration 0F: 2 clusters Score -73306.27 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 195 members 
Entering Unmasked Estep 
Score: -70280.210938 Penalty: 7279.929688
	Iteration 0F: 3 clusters Score -70280.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -70442.765625 Penalty: 7279.929688
	Iteration 1F: 3 clusters Score -70442.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -70576.812500 Penalty: 7279.929688
	Iteration 2Q: 3 clusters Score -70576.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -70664.453125 Penalty: 7279.929688
	Iteration 3Q: 3 clusters Score -70664.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -70800.281250 Penalty: 7279.929688
	Iteration 4Q: 3 clusters Score -70800.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -70888.453125 Penalty: 7279.929688
	Iteration 5Q: 3 clusters Score -70888.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -70939.460938 Penalty: 7279.929688
	Iteration 6Q: 3 clusters Score -70939.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -70965.328125 Penalty: 7279.929688
	Iteration 7Q: 3 clusters Score -70965.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -70992.539062 Penalty: 7279.929688
	Iteration 8Q: 3 clusters Score -70992.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -71011.335938 Penalty: 7279.929688
	Iteration 9Q: 3 clusters Score -71011.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -71011.335938 Penalty: 7279.929688
	Iteration 10F: 3 clusters Score -71011.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Entering Unmasked Estep 
Score: -3503752.000000 Penalty: 5905.601074
	Iteration 0F: 2 clusters Score -3503752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -3490151.500000 Penalty: 11811.202148
	Iteration 0F: 3 clusters Score -3490152 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -3493392.000000 Penalty: 11811.202148
	Iteration 1F: 3 clusters Score -3493392 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3493934.000000 Penalty: 11811.202148
	Iteration 2F: 3 clusters Score -3493934 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -3494280.250000 Penalty: 11811.202148
	Iteration 3Q: 3 clusters Score -3494280 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -3494553.000000 Penalty: 11811.202148
	Iteration 4Q: 3 clusters Score -3494553 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -3494799.000000 Penalty: 11811.202148
	Iteration 5Q: 3 clusters Score -3494799 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -3494974.000000 Penalty: 11811.202148
	Iteration 6Q: 3 clusters Score -3494974 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3495118.750000 Penalty: 11811.202148
	Iteration 7Q: 3 clusters Score -3495119 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -3495242.750000 Penalty: 11811.202148
	Iteration 8Q: 3 clusters Score -3495243 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -3495350.250000 Penalty: 11811.202148
	Iteration 9Q: 3 clusters Score -3495350 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -3495449.500000 Penalty: 11811.202148
	Iteration 10Q: 3 clusters Score -3495450 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -3495562.500000 Penalty: 11811.202148
	Iteration 11Q: 3 clusters Score -3495562 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -3495673.250000 Penalty: 11811.202148
	Iteration 12Q: 3 clusters Score -3495673 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3495806.000000 Penalty: 11811.202148
	Iteration 13Q: 3 clusters Score -3495806 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3495937.000000 Penalty: 11811.202148
	Iteration 14Q: 3 clusters Score -3495937 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -3496077.750000 Penalty: 11811.202148
	Iteration 15Q: 3 clusters Score -3496078 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -3496229.250000 Penalty: 11811.202148
	Iteration 16Q: 3 clusters Score -3496229 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -3496393.250000 Penalty: 11811.202148
	Iteration 17Q: 3 clusters Score -3496393 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -3496575.000000 Penalty: 11811.202148
	Iteration 18Q: 3 clusters Score -3496575 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3496765.500000 Penalty: 11811.202148
	Iteration 19Q: 3 clusters Score -3496766 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -3496936.750000 Penalty: 11811.202148
	Iteration 20F: 3 clusters Score -3496937 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3497103.500000 Penalty: 11811.202148
	Iteration 21Q: 3 clusters Score -3497104 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -3497253.250000 Penalty: 11811.202148
	Iteration 22Q: 3 clusters Score -3497253 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3497414.750000 Penalty: 11811.202148
	Iteration 23Q: 3 clusters Score -3497415 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3497568.250000 Penalty: 11811.202148
	Iteration 24Q: 3 clusters Score -3497568 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3497724.750000 Penalty: 11811.202148
	Iteration 25Q: 3 clusters Score -3497725 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3497891.000000 Penalty: 11811.202148
	Iteration 26Q: 3 clusters Score -3497891 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -3498095.500000 Penalty: 11811.202148
	Iteration 27Q: 3 clusters Score -3498096 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3498324.250000 Penalty: 11811.202148
	Iteration 28Q: 3 clusters Score -3498324 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3498557.500000 Penalty: 11811.202148
	Iteration 29Q: 3 clusters Score -3498558 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3498728.500000 Penalty: 11811.202148
	Iteration 30Q: 3 clusters Score -3498728 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3498832.250000 Penalty: 11811.202148
	Iteration 31Q: 3 clusters Score -3498832 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3498909.500000 Penalty: 11811.202148
	Iteration 32Q: 3 clusters Score -3498910 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3498983.250000 Penalty: 11811.202148
	Iteration 33Q: 3 clusters Score -3498983 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3499034.500000 Penalty: 11811.202148
	Iteration 34Q: 3 clusters Score -3499034 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3499074.000000 Penalty: 11811.202148
	Iteration 35Q: 3 clusters Score -3499074 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3499113.750000 Penalty: 11811.202148
	Iteration 36Q: 3 clusters Score -3499114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3499134.750000 Penalty: 11811.202148
	Iteration 37Q: 3 clusters Score -3499135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3499152.250000 Penalty: 11811.202148
	Iteration 38Q: 3 clusters Score -3499152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3499169.750000 Penalty: 11811.202148
	Iteration 39Q: 3 clusters Score -3499170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3499179.500000 Penalty: 11811.202148
	Iteration 40F: 3 clusters Score -3499180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3499182.750000 Penalty: 11811.202148
	Iteration 41Q: 3 clusters Score -3499183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3499194.750000 Penalty: 11811.202148
	Iteration 42Q: 3 clusters Score -3499195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3499202.000000 Penalty: 11811.202148
	Iteration 43Q: 3 clusters Score -3499202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3499220.500000 Penalty: 11811.202148
	Iteration 44Q: 3 clusters Score -3499220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3499228.750000 Penalty: 11811.202148
	Iteration 45Q: 3 clusters Score -3499229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3499241.750000 Penalty: 11811.202148
	Iteration 46Q: 3 clusters Score -3499242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3499246.000000 Penalty: 11811.202148
	Iteration 47Q: 3 clusters Score -3499246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3499254.750000 Penalty: 11811.202148
	Iteration 48Q: 3 clusters Score -3499255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3499277.000000 Penalty: 11811.202148
	Iteration 49Q: 3 clusters Score -3499277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3499302.500000 Penalty: 11811.202148
	Iteration 50Q: 3 clusters Score -3499302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3499315.750000 Penalty: 11811.202148
	Iteration 51Q: 3 clusters Score -3499316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3499329.750000 Penalty: 11811.202148
	Iteration 52Q: 3 clusters Score -3499330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3499334.750000 Penalty: 11811.202148
	Iteration 53Q: 3 clusters Score -3499335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3499344.500000 Penalty: 11811.202148
	Iteration 54Q: 3 clusters Score -3499344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3499352.250000 Penalty: 11811.202148
	Iteration 55Q: 3 clusters Score -3499352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3499356.500000 Penalty: 11811.202148
	Iteration 56Q: 3 clusters Score -3499356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3499358.250000 Penalty: 11811.202148
	Iteration 57Q: 3 clusters Score -3499358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3499373.250000 Penalty: 11811.202148
	Iteration 58Q: 3 clusters Score -3499373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3499367.000000 Penalty: 11811.202148
	Iteration 59Q: 3 clusters Score -3499367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3499365.750000 Penalty: 11811.202148
	Iteration 60F: 3 clusters Score -3499366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3499372.250000 Penalty: 11811.202148
	Iteration 61Q: 3 clusters Score -3499372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3499373.250000 Penalty: 11811.202148
	Iteration 62Q: 3 clusters Score -3499373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3499379.500000 Penalty: 11811.202148
	Iteration 63Q: 3 clusters Score -3499380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3499379.500000 Penalty: 11811.202148
	Iteration 64Q: 3 clusters Score -3499380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3499382.500000 Penalty: 11811.202148
	Iteration 65Q: 3 clusters Score -3499382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3499385.750000 Penalty: 11811.202148
	Iteration 66Q: 3 clusters Score -3499386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3499396.750000 Penalty: 11811.202148
	Iteration 67Q: 3 clusters Score -3499397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3499390.000000 Penalty: 11811.202148
	Iteration 68Q: 3 clusters Score -3499390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3499393.000000 Penalty: 11811.202148
	Iteration 69Q: 3 clusters Score -3499393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3499396.750000 Penalty: 11811.202148
	Iteration 70Q: 3 clusters Score -3499397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3499402.500000 Penalty: 11811.202148
	Iteration 71Q: 3 clusters Score -3499402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3499412.500000 Penalty: 11811.202148
	Iteration 72Q: 3 clusters Score -3499412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3499408.250000 Penalty: 11811.202148
	Iteration 73Q: 3 clusters Score -3499408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3499412.000000 Penalty: 11811.202148
	Iteration 74Q: 3 clusters Score -3499412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3499412.000000 Penalty: 11811.202148
	Iteration 75Q: 3 clusters Score -3499412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3499415.250000 Penalty: 11811.202148
	Iteration 76Q: 3 clusters Score -3499415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3499414.750000 Penalty: 11811.202148
	Iteration 77Q: 3 clusters Score -3499415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3499415.000000 Penalty: 11811.202148
	Iteration 78Q: 3 clusters Score -3499415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3499415.000000 Penalty: 11811.202148
	Iteration 79F: 3 clusters Score -3499415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Entering Unmasked Estep 
Score: -6859887.000000 Penalty: 6317.227539
	Iteration 0F: 2 clusters Score -6859887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -6836955.500000 Penalty: 12634.455078
	Iteration 0F: 3 clusters Score -6836956 nChanged 12772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -6843783.000000 Penalty: 12634.455078
	Iteration 1F: 3 clusters Score -6843783 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -6844431.000000 Penalty: 12634.455078
	Iteration 2F: 3 clusters Score -6844431 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -6844926.500000 Penalty: 12634.455078
	Iteration 3Q: 3 clusters Score -6844926 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -6845345.500000 Penalty: 12634.455078
	Iteration 4Q: 3 clusters Score -6845346 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -6845664.000000 Penalty: 12634.455078
	Iteration 5Q: 3 clusters Score -6845664 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -6845950.000000 Penalty: 12634.455078
	Iteration 6Q: 3 clusters Score -6845950 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -6846189.500000 Penalty: 12634.455078
	Iteration 7Q: 3 clusters Score -6846190 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -6846458.000000 Penalty: 12634.455078
	Iteration 8Q: 3 clusters Score -6846458 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -6846775.000000 Penalty: 12634.455078
	Iteration 9Q: 3 clusters Score -6846775 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -6847171.500000 Penalty: 12634.455078
	Iteration 10Q: 3 clusters Score -6847172 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -6847658.000000 Penalty: 12634.455078
	Iteration 11Q: 3 clusters Score -6847658 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -6848201.000000 Penalty: 12634.455078
	Iteration 12Q: 3 clusters Score -6848201 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -6848969.000000 Penalty: 12634.455078
	Iteration 13Q: 3 clusters Score -6848969 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -6849935.500000 Penalty: 12634.455078
	Iteration 14Q: 3 clusters Score -6849936 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -6850983.000000 Penalty: 12634.455078
	Iteration 15Q: 3 clusters Score -6850983 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -6852008.500000 Penalty: 12634.455078
	Iteration 16Q: 3 clusters Score -6852008 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -6852931.500000 Penalty: 12634.455078
	Iteration 17Q: 3 clusters Score -6852932 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -6853590.500000 Penalty: 12634.455078
	Iteration 18Q: 3 clusters Score -6853590 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -6854042.500000 Penalty: 12634.455078
	Iteration 19Q: 3 clusters Score -6854042 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -6854290.500000 Penalty: 12634.455078
	Iteration 20F: 3 clusters Score -6854290 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -6854460.000000 Penalty: 12634.455078
	Iteration 21Q: 3 clusters Score -6854460 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6854587.000000 Penalty: 12634.455078
	Iteration 22Q: 3 clusters Score -6854587 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6854678.500000 Penalty: 12634.455078
	Iteration 23Q: 3 clusters Score -6854678 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6854710.500000 Penalty: 12634.455078
	Iteration 24Q: 3 clusters Score -6854710 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6854772.000000 Penalty: 12634.455078
	Iteration 25Q: 3 clusters Score -6854772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6854811.000000 Penalty: 12634.455078
	Iteration 26Q: 3 clusters Score -6854811 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6854812.500000 Penalty: 12634.455078
	Iteration 27Q: 3 clusters Score -6854812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6854823.500000 Penalty: 12634.455078
	Iteration 28Q: 3 clusters Score -6854824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6854854.500000 Penalty: 12634.455078
	Iteration 29Q: 3 clusters Score -6854854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6854866.000000 Penalty: 12634.455078
	Iteration 30Q: 3 clusters Score -6854866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6854894.500000 Penalty: 12634.455078
	Iteration 31Q: 3 clusters Score -6854894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6854895.000000 Penalty: 12634.455078
	Iteration 32Q: 3 clusters Score -6854895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6854920.500000 Penalty: 12634.455078
	Iteration 33Q: 3 clusters Score -6854920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6854932.000000 Penalty: 12634.455078
	Iteration 34Q: 3 clusters Score -6854932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6854938.000000 Penalty: 12634.455078
	Iteration 35Q: 3 clusters Score -6854938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6854941.000000 Penalty: 12634.455078
	Iteration 36Q: 3 clusters Score -6854941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6854956.000000 Penalty: 12634.455078
	Iteration 37Q: 3 clusters Score -6854956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6854972.000000 Penalty: 12634.455078
	Iteration 38Q: 3 clusters Score -6854972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6854973.500000 Penalty: 12634.455078
	Iteration 39Q: 3 clusters Score -6854974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6854970.500000 Penalty: 12634.455078
	Iteration 40F: 3 clusters Score -6854970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6854981.000000 Penalty: 12634.455078
	Iteration 41Q: 3 clusters Score -6854981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6854981.000000 Penalty: 12634.455078
	Iteration 42Q: 3 clusters Score -6854981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6854977.500000 Penalty: 12634.455078
	Iteration 43Q: 3 clusters Score -6854978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6854977.500000 Penalty: 12634.455078
	Iteration 44F: 3 clusters Score -6854978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Entering Unmasked Estep 
Score: -886992.562500 Penalty: 5087.108887
	Iteration 0F: 2 clusters Score -886992.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -880554.000000 Penalty: 10174.217773
	Iteration 0F: 3 clusters Score -880554 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -881479.687500 Penalty: 10174.217773
	Iteration 1F: 3 clusters Score -881479.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -881728.375000 Penalty: 10174.217773
	Iteration 2F: 3 clusters Score -881728.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -881842.312500 Penalty: 10174.217773
	Iteration 3Q: 3 clusters Score -881842.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -881916.687500 Penalty: 10174.217773
	Iteration 4Q: 3 clusters Score -881916.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -881953.812500 Penalty: 10174.217773
	Iteration 5Q: 3 clusters Score -881953.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -881982.125000 Penalty: 10174.217773
	Iteration 6Q: 3 clusters Score -881982.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -882009.562500 Penalty: 10174.217773
	Iteration 7Q: 3 clusters Score -882009.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -882027.875000 Penalty: 10174.217773
	Iteration 8Q: 3 clusters Score -882027.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -882044.750000 Penalty: 10174.217773
	Iteration 9Q: 3 clusters Score -882044.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -882059.187500 Penalty: 10174.217773
	Iteration 10Q: 3 clusters Score -882059.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -882070.750000 Penalty: 10174.217773
	Iteration 11Q: 3 clusters Score -882070.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -882079.687500 Penalty: 10174.217773
	Iteration 12Q: 3 clusters Score -882079.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -882085.687500 Penalty: 10174.217773
	Iteration 13Q: 3 clusters Score -882085.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -882097.687500 Penalty: 10174.217773
	Iteration 14Q: 3 clusters Score -882097.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -882099.875000 Penalty: 10174.217773
	Iteration 15Q: 3 clusters Score -882099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -882106.312500 Penalty: 10174.217773
	Iteration 16Q: 3 clusters Score -882106.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -882110.250000 Penalty: 10174.217773
	Iteration 17Q: 3 clusters Score -882110.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -882113.875000 Penalty: 10174.217773
	Iteration 18Q: 3 clusters Score -882113.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -882115.937500 Penalty: 10174.217773
	Iteration 19Q: 3 clusters Score -882115.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -882117.000000 Penalty: 10174.217773
	Iteration 20F: 3 clusters Score -882117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -882118.687500 Penalty: 10174.217773
	Iteration 21Q: 3 clusters Score -882118.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -882119.812500 Penalty: 10174.217773
	Iteration 22Q: 3 clusters Score -882119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -882122.500000 Penalty: 10174.217773
	Iteration 23Q: 3 clusters Score -882122.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -882124.875000 Penalty: 10174.217773
	Iteration 24Q: 3 clusters Score -882124.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -882128.000000 Penalty: 10174.217773
	Iteration 25Q: 3 clusters Score -882128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -882129.812500 Penalty: 10174.217773
	Iteration 26Q: 3 clusters Score -882129.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -882136.937500 Penalty: 10174.217773
	Iteration 27Q: 3 clusters Score -882136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -882138.000000 Penalty: 10174.217773
	Iteration 28Q: 3 clusters Score -882138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -882140.937500 Penalty: 10174.217773
	Iteration 29Q: 3 clusters Score -882140.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -882144.625000 Penalty: 10174.217773
	Iteration 30Q: 3 clusters Score -882144.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -882149.125000 Penalty: 10174.217773
	Iteration 31Q: 3 clusters Score -882149.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -882154.375000 Penalty: 10174.217773
	Iteration 32Q: 3 clusters Score -882154.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -882154.500000 Penalty: 10174.217773
	Iteration 33Q: 3 clusters Score -882154.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -882157.375000 Penalty: 10174.217773
	Iteration 34Q: 3 clusters Score -882157.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -882162.625000 Penalty: 10174.217773
	Iteration 35Q: 3 clusters Score -882162.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -882163.000000 Penalty: 10174.217773
	Iteration 36Q: 3 clusters Score -882163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -882164.125000 Penalty: 10174.217773
	Iteration 37Q: 3 clusters Score -882164.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -882166.062500 Penalty: 10174.217773
	Iteration 38Q: 3 clusters Score -882166.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -882168.312500 Penalty: 10174.217773
	Iteration 39Q: 3 clusters Score -882168.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -882170.625000 Penalty: 10174.217773
	Iteration 40F: 3 clusters Score -882170.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -882171.437500 Penalty: 10174.217773
	Iteration 41Q: 3 clusters Score -882171.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -882172.687500 Penalty: 10174.217773
	Iteration 42Q: 3 clusters Score -882172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -882174.000000 Penalty: 10174.217773
	Iteration 43Q: 3 clusters Score -882174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -882176.875000 Penalty: 10174.217773
	Iteration 44Q: 3 clusters Score -882176.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -882176.875000 Penalty: 10174.217773
	Iteration 45F: 3 clusters Score -882176.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Entering Unmasked Estep 
Score: -8802521.000000 Penalty: 6469.853516
	Iteration 0F: 2 clusters Score -8802521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -8774163.000000 Penalty: 12939.707031
	Iteration 0F: 3 clusters Score -8774163 nChanged 16689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -8783091.000000 Penalty: 12939.707031
	Iteration 1F: 3 clusters Score -8783091 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -8784056.000000 Penalty: 12939.707031
	Iteration 2F: 3 clusters Score -8784056 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -8785103.000000 Penalty: 12939.707031
	Iteration 3F: 3 clusters Score -8785103 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -8786245.000000 Penalty: 12939.707031
	Iteration 4F: 3 clusters Score -8786245 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -8787635.000000 Penalty: 12939.707031
	Iteration 5F: 3 clusters Score -8787635 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -8789376.000000 Penalty: 12939.707031
	Iteration 6F: 3 clusters Score -8789376 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -8791196.000000 Penalty: 12939.707031
	Iteration 7F: 3 clusters Score -8791196 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -8792640.000000 Penalty: 12939.707031
	Iteration 8F: 3 clusters Score -8792640 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -8793702.000000 Penalty: 12939.707031
	Iteration 9Q: 3 clusters Score -8793702 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -8794376.000000 Penalty: 12939.707031
	Iteration 10Q: 3 clusters Score -8794376 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -8794836.000000 Penalty: 12939.707031
	Iteration 11Q: 3 clusters Score -8794836 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -8795195.000000 Penalty: 12939.707031
	Iteration 12Q: 3 clusters Score -8795195 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -8795519.000000 Penalty: 12939.707031
	Iteration 13Q: 3 clusters Score -8795519 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -8795759.000000 Penalty: 12939.707031
	Iteration 14Q: 3 clusters Score -8795759 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -8795930.000000 Penalty: 12939.707031
	Iteration 15Q: 3 clusters Score -8795930 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -8796092.000000 Penalty: 12939.707031
	Iteration 16Q: 3 clusters Score -8796092 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -8796194.000000 Penalty: 12939.707031
	Iteration 17Q: 3 clusters Score -8796194 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -8796334.000000 Penalty: 12939.707031
	Iteration 18Q: 3 clusters Score -8796334 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -8796453.000000 Penalty: 12939.707031
	Iteration 19Q: 3 clusters Score -8796453 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -8796555.000000 Penalty: 12939.707031
	Iteration 20F: 3 clusters Score -8796555 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -8796615.000000 Penalty: 12939.707031
	Iteration 21Q: 3 clusters Score -8796615 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -8796688.000000 Penalty: 12939.707031
	Iteration 22Q: 3 clusters Score -8796688 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -8796720.000000 Penalty: 12939.707031
	Iteration 23Q: 3 clusters Score -8796720 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -8796769.000000 Penalty: 12939.707031
	Iteration 24Q: 3 clusters Score -8796769 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -8796806.000000 Penalty: 12939.707031
	Iteration 25Q: 3 clusters Score -8796806 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -8796839.000000 Penalty: 12939.707031
	Iteration 26Q: 3 clusters Score -8796839 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -8796871.000000 Penalty: 12939.707031
	Iteration 27Q: 3 clusters Score -8796871 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -8796877.000000 Penalty: 12939.707031
	Iteration 28Q: 3 clusters Score -8796877 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -8796916.000000 Penalty: 12939.707031
	Iteration 29Q: 3 clusters Score -8796916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -8796905.000000 Penalty: 12939.707031
	Iteration 30Q: 3 clusters Score -8796905 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -8796936.000000 Penalty: 12939.707031
	Iteration 31Q: 3 clusters Score -8796936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -8796962.000000 Penalty: 12939.707031
	Iteration 32Q: 3 clusters Score -8796962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -8796965.000000 Penalty: 12939.707031
	Iteration 33Q: 3 clusters Score -8796965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -8796972.000000 Penalty: 12939.707031
	Iteration 34Q: 3 clusters Score -8796972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -8796988.000000 Penalty: 12939.707031
	Iteration 35Q: 3 clusters Score -8796988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -8796985.000000 Penalty: 12939.707031
	Iteration 36Q: 3 clusters Score -8796985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -8796996.000000 Penalty: 12939.707031
	Iteration 37Q: 3 clusters Score -8796996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -8797024.000000 Penalty: 12939.707031
	Iteration 38Q: 3 clusters Score -8797024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -8797040.000000 Penalty: 12939.707031
	Iteration 39Q: 3 clusters Score -8797040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -8797053.000000 Penalty: 12939.707031
	Iteration 40F: 3 clusters Score -8797053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -8797051.000000 Penalty: 12939.707031
	Iteration 41Q: 3 clusters Score -8797051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -8797067.000000 Penalty: 12939.707031
	Iteration 42Q: 3 clusters Score -8797067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -8797084.000000 Penalty: 12939.707031
	Iteration 43Q: 3 clusters Score -8797084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -8797102.000000 Penalty: 12939.707031
	Iteration 44Q: 3 clusters Score -8797102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -8797096.000000 Penalty: 12939.707031
	Iteration 45Q: 3 clusters Score -8797096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -8797107.000000 Penalty: 12939.707031
	Iteration 46Q: 3 clusters Score -8797107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -8797106.000000 Penalty: 12939.707031
	Iteration 47Q: 3 clusters Score -8797106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -8797101.000000 Penalty: 12939.707031
	Iteration 48Q: 3 clusters Score -8797101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -8797115.000000 Penalty: 12939.707031
	Iteration 49Q: 3 clusters Score -8797115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -8797123.000000 Penalty: 12939.707031
	Iteration 50Q: 3 clusters Score -8797123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -8797131.000000 Penalty: 12939.707031
	Iteration 51Q: 3 clusters Score -8797131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -8797123.000000 Penalty: 12939.707031
	Iteration 52Q: 3 clusters Score -8797123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -8797135.000000 Penalty: 12939.707031
	Iteration 53Q: 3 clusters Score -8797135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -8797134.000000 Penalty: 12939.707031
	Iteration 54Q: 3 clusters Score -8797134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -8797144.000000 Penalty: 12939.707031
	Iteration 55Q: 3 clusters Score -8797144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -8797143.000000 Penalty: 12939.707031
	Iteration 56Q: 3 clusters Score -8797143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -8797149.000000 Penalty: 12939.707031
	Iteration 57Q: 3 clusters Score -8797149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -8797151.000000 Penalty: 12939.707031
	Iteration 58Q: 3 clusters Score -8797151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -8797147.000000 Penalty: 12939.707031
	Iteration 59Q: 3 clusters Score -8797147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -8797162.000000 Penalty: 12939.707031
	Iteration 60F: 3 clusters Score -8797162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -8797161.000000 Penalty: 12939.707031
	Iteration 61Q: 3 clusters Score -8797161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -8797155.000000 Penalty: 12939.707031
	Iteration 62Q: 3 clusters Score -8797155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -8797167.000000 Penalty: 12939.707031
	Iteration 63Q: 3 clusters Score -8797167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -8797161.000000 Penalty: 12939.707031
	Iteration 64Q: 3 clusters Score -8797161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -8797165.000000 Penalty: 12939.707031
	Iteration 65Q: 3 clusters Score -8797165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -8797161.000000 Penalty: 12939.707031
	Iteration 66Q: 3 clusters Score -8797161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -8797170.000000 Penalty: 12939.707031
	Iteration 67Q: 3 clusters Score -8797170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -8797168.000000 Penalty: 12939.707031
	Iteration 68Q: 3 clusters Score -8797168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -8797174.000000 Penalty: 12939.707031
	Iteration 69Q: 3 clusters Score -8797174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -8797168.000000 Penalty: 12939.707031
	Iteration 70Q: 3 clusters Score -8797168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -8797169.000000 Penalty: 12939.707031
	Iteration 71Q: 3 clusters Score -8797169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -8797162.000000 Penalty: 12939.707031
	Iteration 72Q: 3 clusters Score -8797162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -8797169.000000 Penalty: 12939.707031
	Iteration 73Q: 3 clusters Score -8797169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -8797165.000000 Penalty: 12939.707031
	Iteration 74Q: 3 clusters Score -8797165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -8797170.000000 Penalty: 12939.707031
	Iteration 75Q: 3 clusters Score -8797170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -8797168.000000 Penalty: 12939.707031
	Iteration 76Q: 3 clusters Score -8797168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -8797168.000000 Penalty: 12939.707031
	Iteration 77F: 3 clusters Score -8797168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Entering Unmasked Estep 
Score: -7247873.500000 Penalty: 6361.391113
	Iteration 0F: 2 clusters Score -7247874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -7223555.000000 Penalty: 12722.782227
	Iteration 0F: 3 clusters Score -7223555 nChanged 13775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -7231082.500000 Penalty: 12722.782227
	Iteration 1F: 3 clusters Score -7231082 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -7232365.000000 Penalty: 12722.782227
	Iteration 2F: 3 clusters Score -7232365 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -7233540.000000 Penalty: 12722.782227
	Iteration 3F: 3 clusters Score -7233540 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -7234781.000000 Penalty: 12722.782227
	Iteration 4F: 3 clusters Score -7234781 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -7236132.500000 Penalty: 12722.782227
	Iteration 5F: 3 clusters Score -7236132 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -7237480.000000 Penalty: 12722.782227
	Iteration 6F: 3 clusters Score -7237480 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -7238716.000000 Penalty: 12722.782227
	Iteration 7F: 3 clusters Score -7238716 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -7239959.500000 Penalty: 12722.782227
	Iteration 8F: 3 clusters Score -7239960 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -7241015.500000 Penalty: 12722.782227
	Iteration 9Q: 3 clusters Score -7241016 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -7241851.000000 Penalty: 12722.782227
	Iteration 10Q: 3 clusters Score -7241851 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -7242499.000000 Penalty: 12722.782227
	Iteration 11Q: 3 clusters Score -7242499 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -7242941.000000 Penalty: 12722.782227
	Iteration 12Q: 3 clusters Score -7242941 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -7243306.000000 Penalty: 12722.782227
	Iteration 13Q: 3 clusters Score -7243306 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -7243522.500000 Penalty: 12722.782227
	Iteration 14Q: 3 clusters Score -7243522 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -7243736.500000 Penalty: 12722.782227
	Iteration 15Q: 3 clusters Score -7243736 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -7243954.000000 Penalty: 12722.782227
	Iteration 16Q: 3 clusters Score -7243954 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -7244102.000000 Penalty: 12722.782227
	Iteration 17Q: 3 clusters Score -7244102 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -7244205.500000 Penalty: 12722.782227
	Iteration 18Q: 3 clusters Score -7244206 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -7244276.500000 Penalty: 12722.782227
	Iteration 19Q: 3 clusters Score -7244276 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -7244322.000000 Penalty: 12722.782227
	Iteration 20F: 3 clusters Score -7244322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -7244353.500000 Penalty: 12722.782227
	Iteration 21Q: 3 clusters Score -7244354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -7244369.500000 Penalty: 12722.782227
	Iteration 22Q: 3 clusters Score -7244370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -7244380.500000 Penalty: 12722.782227
	Iteration 23Q: 3 clusters Score -7244380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -7244376.500000 Penalty: 12722.782227
	Iteration 24Q: 3 clusters Score -7244376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -7244380.000000 Penalty: 12722.782227
	Iteration 25Q: 3 clusters Score -7244380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -7244381.500000 Penalty: 12722.782227
	Iteration 26Q: 3 clusters Score -7244382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -7244382.500000 Penalty: 12722.782227
	Iteration 27Q: 3 clusters Score -7244382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -7244388.500000 Penalty: 12722.782227
	Iteration 28Q: 3 clusters Score -7244388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -7244392.500000 Penalty: 12722.782227
	Iteration 29Q: 3 clusters Score -7244392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -7244390.000000 Penalty: 12722.782227
	Iteration 30Q: 3 clusters Score -7244390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -7244387.000000 Penalty: 12722.782227
	Iteration 31Q: 3 clusters Score -7244387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -7244393.000000 Penalty: 12722.782227
	Iteration 32Q: 3 clusters Score -7244393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -7244402.500000 Penalty: 12722.782227
	Iteration 33Q: 3 clusters Score -7244402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -7244406.000000 Penalty: 12722.782227
	Iteration 34Q: 3 clusters Score -7244406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -7244406.500000 Penalty: 12722.782227
	Iteration 35Q: 3 clusters Score -7244406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -7244407.500000 Penalty: 12722.782227
	Iteration 36Q: 3 clusters Score -7244408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -7244410.500000 Penalty: 12722.782227
	Iteration 37Q: 3 clusters Score -7244410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -7244409.500000 Penalty: 12722.782227
	Iteration 38Q: 3 clusters Score -7244410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -7244412.500000 Penalty: 12722.782227
	Iteration 39Q: 3 clusters Score -7244412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -7244412.500000 Penalty: 12722.782227
	Iteration 40F: 3 clusters Score -7244412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Entering Unmasked Estep 
Score: -12128806.000000 Penalty: 6664.292480
	Iteration 0F: 2 clusters Score -1.212881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -12091336.000000 Penalty: 13328.584961
	Iteration 0F: 3 clusters Score -1.209134e+07 nChanged 23474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -12103683.000000 Penalty: 13328.584961
	Iteration 1F: 3 clusters Score -1.210368e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -12104877.000000 Penalty: 13328.584961
	Iteration 2F: 3 clusters Score -1.210488e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -12106072.000000 Penalty: 13328.584961
	Iteration 3F: 3 clusters Score -1.210607e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -12107620.000000 Penalty: 13328.584961
	Iteration 4F: 3 clusters Score -1.210762e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -12110157.000000 Penalty: 13328.584961
	Iteration 5F: 3 clusters Score -1.211016e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -12113224.000000 Penalty: 13328.584961
	Iteration 6F: 3 clusters Score -1.211322e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -12116218.000000 Penalty: 13328.584961
	Iteration 7F: 3 clusters Score -1.211622e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -12118529.000000 Penalty: 13328.584961
	Iteration 8F: 3 clusters Score -1.211853e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -12119937.000000 Penalty: 13328.584961
	Iteration 9Q: 3 clusters Score -1.211994e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -12120752.000000 Penalty: 13328.584961
	Iteration 10Q: 3 clusters Score -1.212075e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -12121307.000000 Penalty: 13328.584961
	Iteration 11Q: 3 clusters Score -1.212131e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -12121674.000000 Penalty: 13328.584961
	Iteration 12Q: 3 clusters Score -1.212167e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -12121917.000000 Penalty: 13328.584961
	Iteration 13Q: 3 clusters Score -1.212192e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -12122153.000000 Penalty: 13328.584961
	Iteration 14Q: 3 clusters Score -1.212215e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -12122355.000000 Penalty: 13328.584961
	Iteration 15Q: 3 clusters Score -1.212236e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -12122502.000000 Penalty: 13328.584961
	Iteration 16Q: 3 clusters Score -1.21225e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -12122635.000000 Penalty: 13328.584961
	Iteration 17Q: 3 clusters Score -1.212264e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -12122733.000000 Penalty: 13328.584961
	Iteration 18Q: 3 clusters Score -1.212273e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -12122839.000000 Penalty: 13328.584961
	Iteration 19Q: 3 clusters Score -1.212284e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -12122942.000000 Penalty: 13328.584961
	Iteration 20F: 3 clusters Score -1.212294e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -12122971.000000 Penalty: 13328.584961
	Iteration 21Q: 3 clusters Score -1.212297e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -12123005.000000 Penalty: 13328.584961
	Iteration 22Q: 3 clusters Score -1.2123e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -12123065.000000 Penalty: 13328.584961
	Iteration 23Q: 3 clusters Score -1.212306e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -12123119.000000 Penalty: 13328.584961
	Iteration 24Q: 3 clusters Score -1.212312e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -12123170.000000 Penalty: 13328.584961
	Iteration 25Q: 3 clusters Score -1.212317e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -12123196.000000 Penalty: 13328.584961
	Iteration 26Q: 3 clusters Score -1.21232e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -12123228.000000 Penalty: 13328.584961
	Iteration 27Q: 3 clusters Score -1.212323e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -12123243.000000 Penalty: 13328.584961
	Iteration 28Q: 3 clusters Score -1.212324e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -12123271.000000 Penalty: 13328.584961
	Iteration 29Q: 3 clusters Score -1.212327e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -12123305.000000 Penalty: 13328.584961
	Iteration 30Q: 3 clusters Score -1.21233e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -12123318.000000 Penalty: 13328.584961
	Iteration 31Q: 3 clusters Score -1.212332e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -12123325.000000 Penalty: 13328.584961
	Iteration 32Q: 3 clusters Score -1.212332e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -12123351.000000 Penalty: 13328.584961
	Iteration 33Q: 3 clusters Score -1.212335e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -12123355.000000 Penalty: 13328.584961
	Iteration 34Q: 3 clusters Score -1.212336e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -12123398.000000 Penalty: 13328.584961
	Iteration 35Q: 3 clusters Score -1.21234e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -12123400.000000 Penalty: 13328.584961
	Iteration 36Q: 3 clusters Score -1.21234e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -12123391.000000 Penalty: 13328.584961
	Iteration 37Q: 3 clusters Score -1.212339e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -12123419.000000 Penalty: 13328.584961
	Iteration 38Q: 3 clusters Score -1.212342e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -12123417.000000 Penalty: 13328.584961
	Iteration 39Q: 3 clusters Score -1.212342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -12123418.000000 Penalty: 13328.584961
	Iteration 40F: 3 clusters Score -1.212342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -12123432.000000 Penalty: 13328.584961
	Iteration 41Q: 3 clusters Score -1.212343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -12123427.000000 Penalty: 13328.584961
	Iteration 42Q: 3 clusters Score -1.212343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -12123440.000000 Penalty: 13328.584961
	Iteration 43Q: 3 clusters Score -1.212344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -12123455.000000 Penalty: 13328.584961
	Iteration 44Q: 3 clusters Score -1.212346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -12123438.000000 Penalty: 13328.584961
	Iteration 45Q: 3 clusters Score -1.212344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -12123457.000000 Penalty: 13328.584961
	Iteration 46Q: 3 clusters Score -1.212346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -12123459.000000 Penalty: 13328.584961
	Iteration 47Q: 3 clusters Score -1.212346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -12123460.000000 Penalty: 13328.584961
	Iteration 48Q: 3 clusters Score -1.212346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -12123464.000000 Penalty: 13328.584961
	Iteration 49Q: 3 clusters Score -1.212346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -12123461.000000 Penalty: 13328.584961
	Iteration 50Q: 3 clusters Score -1.212346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -12123465.000000 Penalty: 13328.584961
	Iteration 51Q: 3 clusters Score -1.212346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -12123453.000000 Penalty: 13328.584961
	Iteration 52Q: 3 clusters Score -1.212345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -12123444.000000 Penalty: 13328.584961
	Iteration 53Q: 3 clusters Score -1.212344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -12123457.000000 Penalty: 13328.584961
	Iteration 54Q: 3 clusters Score -1.212346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -12123453.000000 Penalty: 13328.584961
	Iteration 55Q: 3 clusters Score -1.212345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -12123455.000000 Penalty: 13328.584961
	Iteration 56Q: 3 clusters Score -1.212346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -12123466.000000 Penalty: 13328.584961
	Iteration 57Q: 3 clusters Score -1.212347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -12123457.000000 Penalty: 13328.584961
	Iteration 58Q: 3 clusters Score -1.212346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -12123477.000000 Penalty: 13328.584961
	Iteration 59Q: 3 clusters Score -1.212348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -12123479.000000 Penalty: 13328.584961
	Iteration 60F: 3 clusters Score -1.212348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -12123488.000000 Penalty: 13328.584961
	Iteration 61Q: 3 clusters Score -1.212349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -12123498.000000 Penalty: 13328.584961
	Iteration 62Q: 3 clusters Score -1.21235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -12123502.000000 Penalty: 13328.584961
	Iteration 63Q: 3 clusters Score -1.21235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -12123499.000000 Penalty: 13328.584961
	Iteration 64Q: 3 clusters Score -1.21235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -12123515.000000 Penalty: 13328.584961
	Iteration 65Q: 3 clusters Score -1.212352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -12123514.000000 Penalty: 13328.584961
	Iteration 66Q: 3 clusters Score -1.212351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
Score: -12123513.000000 Penalty: 13328.584961
	Iteration 67Q: 3 clusters Score -1.212351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -12123504.000000 Penalty: 13328.584961
	Iteration 68Q: 3 clusters Score -1.21235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -12123502.000000 Penalty: 13328.584961
	Iteration 69Q: 3 clusters Score -1.21235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -12123502.000000 Penalty: 13328.584961
	Iteration 70F: 3 clusters Score -1.21235e+07 nChanged 0
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: -286316.812500 Penalty: 4441.882812
	Iteration 0F: 2 clusters Score -286316.8 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 705 members 
Entering Unmasked Estep 
Score: -281812.875000 Penalty: 8883.765625
	Iteration 0F: 3 clusters Score -281812.9 nChanged 277
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: -282382.062500 Penalty: 8883.765625
	Iteration 1F: 3 clusters Score -282382.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -283008.000000 Penalty: 8883.765625
	Iteration 2F: 3 clusters Score -283008 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -283513.937500 Penalty: 8883.765625
	Iteration 3F: 3 clusters Score -283513.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -283899.125000 Penalty: 8883.765625
	Iteration 4F: 3 clusters Score -283899.1 nChanged 52
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: -284141.875000 Penalty: 8883.765625
	Iteration 5Q: 3 clusters Score -284141.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -284245.031250 Penalty: 8883.765625
	Iteration 6Q: 3 clusters Score -284245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -284340.781250 Penalty: 8883.765625
	Iteration 7Q: 3 clusters Score -284340.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -284489.468750 Penalty: 8883.765625
	Iteration 8Q: 3 clusters Score -284489.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -284658.875000 Penalty: 8883.765625
	Iteration 9Q: 3 clusters Score -284658.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -284957.125000 Penalty: 8883.765625
	Iteration 10Q: 3 clusters Score -284957.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -285200.656250 Penalty: 8883.765625
	Iteration 11Q: 3 clusters Score -285200.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -285485.250000 Penalty: 8883.765625
	Iteration 12Q: 3 clusters Score -285485.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -285784.093750 Penalty: 8883.765625
	Iteration 13Q: 3 clusters Score -285784.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -286049.187500 Penalty: 8883.765625
	Iteration 14Q: 3 clusters Score -286049.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -286206.031250 Penalty: 8883.765625
	Iteration 15Q: 3 clusters Score -286206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -286368.156250 Penalty: 8883.765625
	Iteration 16Q: 3 clusters Score -286368.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -286433.250000 Penalty: 8883.765625
	Iteration 17Q: 3 clusters Score -286433.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -286472.000000 Penalty: 8883.765625
	Iteration 18Q: 3 clusters Score -286472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -286503.531250 Penalty: 8883.765625
	Iteration 19Q: 3 clusters Score -286503.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -286525.250000 Penalty: 8883.765625
	Iteration 20F: 3 clusters Score -286525.2 nChanged 8
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: -286582.531250 Penalty: 8883.765625
	Iteration 21Q: 3 clusters Score -286582.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -286723.531250 Penalty: 8883.765625
	Iteration 22Q: 3 clusters Score -286723.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -286915.437500 Penalty: 8883.765625
	Iteration 23Q: 3 clusters Score -286915.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -287171.593750 Penalty: 8883.765625
	Iteration 24Q: 3 clusters Score -287171.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -287219.156250 Penalty: 8883.765625
	Iteration 25Q: 3 clusters Score -287219.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -287230.187500 Penalty: 8883.765625
	Iteration 26Q: 3 clusters Score -287230.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -287230.187500 Penalty: 8883.765625
	Iteration 27F: 3 clusters Score -287230.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16601 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10089 members 
Mstep: Class 7 contains 107840 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30147 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32401 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 864 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26757 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22350 members 
Mstep: Class 24 contains 172574 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 336 members 
Mstep: Class 27 contains 547 members 
Entering Unmasked Estep 
Score: -138283648.000000 Penalty: 220472.718750
Splitting cluster 15 changes total score from -138284048.000000 to -138283648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -235535.562500 Penalty: 4325.592285
	Iteration 0F: 2 clusters Score -235535.6 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 592 members 
Entering Unmasked Estep 
Score: -231354.203125 Penalty: 8651.184570
	Iteration 0F: 3 clusters Score -231354.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -231838.515625 Penalty: 8651.184570
	Iteration 1F: 3 clusters Score -231838.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -232008.093750 Penalty: 8651.184570
	Iteration 2Q: 3 clusters Score -232008.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -232112.218750 Penalty: 8651.184570
	Iteration 3Q: 3 clusters Score -232112.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -232217.765625 Penalty: 8651.184570
	Iteration 4Q: 3 clusters Score -232217.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -232294.234375 Penalty: 8651.184570
	Iteration 5Q: 3 clusters Score -232294.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -232395.546875 Penalty: 8651.184570
	Iteration 6Q: 3 clusters Score -232395.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -232481.406250 Penalty: 8651.184570
	Iteration 7Q: 3 clusters Score -232481.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -232553.046875 Penalty: 8651.184570
	Iteration 8Q: 3 clusters Score -232553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -232668.656250 Penalty: 8651.184570
	Iteration 9Q: 3 clusters Score -232668.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -232838.718750 Penalty: 8651.184570
	Iteration 10Q: 3 clusters Score -232838.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -233051.343750 Penalty: 8651.184570
	Iteration 11Q: 3 clusters Score -233051.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -233211.234375 Penalty: 8651.184570
	Iteration 12Q: 3 clusters Score -233211.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -233382.375000 Penalty: 8651.184570
	Iteration 13Q: 3 clusters Score -233382.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -233584.078125 Penalty: 8651.184570
	Iteration 14Q: 3 clusters Score -233584.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -233887.484375 Penalty: 8651.184570
	Iteration 15Q: 3 clusters Score -233887.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -234224.203125 Penalty: 8651.184570
	Iteration 16Q: 3 clusters Score -234224.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -234510.171875 Penalty: 8651.184570
	Iteration 17Q: 3 clusters Score -234510.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -234656.500000 Penalty: 8651.184570
	Iteration 18Q: 3 clusters Score -234656.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -234722.343750 Penalty: 8651.184570
	Iteration 19Q: 3 clusters Score -234722.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -234777.921875 Penalty: 8651.184570
	Iteration 20F: 3 clusters Score -234777.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -234818.437500 Penalty: 8651.184570
	Iteration 21Q: 3 clusters Score -234818.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -234842.734375 Penalty: 8651.184570
	Iteration 22Q: 3 clusters Score -234842.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -234867.125000 Penalty: 8651.184570
	Iteration 23Q: 3 clusters Score -234867.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -234889.125000 Penalty: 8651.184570
	Iteration 24Q: 3 clusters Score -234889.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -234928.593750 Penalty: 8651.184570
	Iteration 25Q: 3 clusters Score -234928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -234959.843750 Penalty: 8651.184570
	Iteration 26Q: 3 clusters Score -234959.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -234982.328125 Penalty: 8651.184570
	Iteration 27Q: 3 clusters Score -234982.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -235004.703125 Penalty: 8651.184570
	Iteration 28Q: 3 clusters Score -235004.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -235020.484375 Penalty: 8651.184570
	Iteration 29Q: 3 clusters Score -235020.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -235059.109375 Penalty: 8651.184570
	Iteration 30Q: 3 clusters Score -235059.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -235085.875000 Penalty: 8651.184570
	Iteration 31Q: 3 clusters Score -235085.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -235095.406250 Penalty: 8651.184570
	Iteration 32Q: 3 clusters Score -235095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -235110.281250 Penalty: 8651.184570
	Iteration 33Q: 3 clusters Score -235110.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -235127.531250 Penalty: 8651.184570
	Iteration 34Q: 3 clusters Score -235127.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -235136.765625 Penalty: 8651.184570
	Iteration 35Q: 3 clusters Score -235136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -235138.515625 Penalty: 8651.184570
	Iteration 36Q: 3 clusters Score -235138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -235138.515625 Penalty: 8651.184570
	Iteration 37F: 3 clusters Score -235138.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Entering Unmasked Estep 
Score: -2093720.250000 Penalty: 5623.119141
	Iteration 0F: 2 clusters Score -2093720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2083620.500000 Penalty: 11246.238281
	Iteration 0F: 3 clusters Score -2083620 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2085712.625000 Penalty: 11246.238281
	Iteration 1F: 3 clusters Score -2085713 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2086263.000000 Penalty: 11246.238281
	Iteration 2F: 3 clusters Score -2086263 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2086641.000000 Penalty: 11246.238281
	Iteration 3F: 3 clusters Score -2086641 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2086960.625000 Penalty: 11246.238281
	Iteration 4Q: 3 clusters Score -2086961 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2087233.625000 Penalty: 11246.238281
	Iteration 5Q: 3 clusters Score -2087234 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2087451.125000 Penalty: 11246.238281
	Iteration 6Q: 3 clusters Score -2087451 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2087621.875000 Penalty: 11246.238281
	Iteration 7Q: 3 clusters Score -2087622 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2087765.875000 Penalty: 11246.238281
	Iteration 8Q: 3 clusters Score -2087766 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2087917.625000 Penalty: 11246.238281
	Iteration 9Q: 3 clusters Score -2087918 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2088060.375000 Penalty: 11246.238281
	Iteration 10Q: 3 clusters Score -2088060 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2088209.875000 Penalty: 11246.238281
	Iteration 11Q: 3 clusters Score -2088210 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2088343.375000 Penalty: 11246.238281
	Iteration 12Q: 3 clusters Score -2088343 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2088471.875000 Penalty: 11246.238281
	Iteration 13Q: 3 clusters Score -2088472 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2088578.500000 Penalty: 11246.238281
	Iteration 14Q: 3 clusters Score -2088578 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2088691.250000 Penalty: 11246.238281
	Iteration 15Q: 3 clusters Score -2088691 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2088797.375000 Penalty: 11246.238281
	Iteration 16Q: 3 clusters Score -2088797 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2088906.000000 Penalty: 11246.238281
	Iteration 17Q: 3 clusters Score -2088906 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2089014.000000 Penalty: 11246.238281
	Iteration 18Q: 3 clusters Score -2089014 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2089119.750000 Penalty: 11246.238281
	Iteration 19Q: 3 clusters Score -2089120 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2089217.750000 Penalty: 11246.238281
	Iteration 20F: 3 clusters Score -2089218 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2089301.750000 Penalty: 11246.238281
	Iteration 21Q: 3 clusters Score -2089302 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2089368.125000 Penalty: 11246.238281
	Iteration 22Q: 3 clusters Score -2089368 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2089432.250000 Penalty: 11246.238281
	Iteration 23Q: 3 clusters Score -2089432 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2089484.375000 Penalty: 11246.238281
	Iteration 24Q: 3 clusters Score -2089484 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2089517.625000 Penalty: 11246.238281
	Iteration 25Q: 3 clusters Score -2089518 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2089559.125000 Penalty: 11246.238281
	Iteration 26Q: 3 clusters Score -2089559 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2089585.750000 Penalty: 11246.238281
	Iteration 27Q: 3 clusters Score -2089586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2089614.125000 Penalty: 11246.238281
	Iteration 28Q: 3 clusters Score -2089614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2089637.500000 Penalty: 11246.238281
	Iteration 29Q: 3 clusters Score -2089638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2089657.250000 Penalty: 11246.238281
	Iteration 30Q: 3 clusters Score -2089657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2089673.500000 Penalty: 11246.238281
	Iteration 31Q: 3 clusters Score -2089674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2089685.000000 Penalty: 11246.238281
	Iteration 32Q: 3 clusters Score -2089685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2089697.625000 Penalty: 11246.238281
	Iteration 33Q: 3 clusters Score -2089698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2089703.250000 Penalty: 11246.238281
	Iteration 34Q: 3 clusters Score -2089703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2089715.125000 Penalty: 11246.238281
	Iteration 35Q: 3 clusters Score -2089715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2089723.375000 Penalty: 11246.238281
	Iteration 36Q: 3 clusters Score -2089723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2089729.000000 Penalty: 11246.238281
	Iteration 37Q: 3 clusters Score -2089729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2089731.750000 Penalty: 11246.238281
	Iteration 38Q: 3 clusters Score -2089732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2089737.250000 Penalty: 11246.238281
	Iteration 39Q: 3 clusters Score -2089737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2089736.375000 Penalty: 11246.238281
	Iteration 40F: 3 clusters Score -2089736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2089741.625000 Penalty: 11246.238281
	Iteration 41Q: 3 clusters Score -2089742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2089744.875000 Penalty: 11246.238281
	Iteration 42Q: 3 clusters Score -2089745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2089750.375000 Penalty: 11246.238281
	Iteration 43Q: 3 clusters Score -2089750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2089748.375000 Penalty: 11246.238281
	Iteration 44Q: 3 clusters Score -2089748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2089753.375000 Penalty: 11246.238281
	Iteration 45Q: 3 clusters Score -2089753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2089753.000000 Penalty: 11246.238281
	Iteration 46Q: 3 clusters Score -2089753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2089755.125000 Penalty: 11246.238281
	Iteration 47Q: 3 clusters Score -2089755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2089759.000000 Penalty: 11246.238281
	Iteration 48Q: 3 clusters Score -2089759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2089760.000000 Penalty: 11246.238281
	Iteration 49Q: 3 clusters Score -2089760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2089760.500000 Penalty: 11246.238281
	Iteration 50Q: 3 clusters Score -2089760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2089760.500000 Penalty: 11246.238281
	Iteration 51F: 3 clusters Score -2089760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Entering Unmasked Estep 
Score: -3002463.500000 Penalty: 5808.825684
	Iteration 0F: 2 clusters Score -3002464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2990311.500000 Penalty: 11617.651367
	Iteration 0F: 3 clusters Score -2990312 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2993035.000000 Penalty: 11617.651367
	Iteration 1F: 3 clusters Score -2993035 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2993635.500000 Penalty: 11617.651367
	Iteration 2F: 3 clusters Score -2993636 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2994091.250000 Penalty: 11617.651367
	Iteration 3F: 3 clusters Score -2994091 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2994398.500000 Penalty: 11617.651367
	Iteration 4Q: 3 clusters Score -2994398 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2994672.750000 Penalty: 11617.651367
	Iteration 5Q: 3 clusters Score -2994673 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2994926.000000 Penalty: 11617.651367
	Iteration 6Q: 3 clusters Score -2994926 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2995139.750000 Penalty: 11617.651367
	Iteration 7Q: 3 clusters Score -2995140 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2995395.250000 Penalty: 11617.651367
	Iteration 8Q: 3 clusters Score -2995395 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2995612.000000 Penalty: 11617.651367
	Iteration 9Q: 3 clusters Score -2995612 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2995822.000000 Penalty: 11617.651367
	Iteration 10Q: 3 clusters Score -2995822 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2996052.500000 Penalty: 11617.651367
	Iteration 11Q: 3 clusters Score -2996052 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2996274.000000 Penalty: 11617.651367
	Iteration 12Q: 3 clusters Score -2996274 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2996446.000000 Penalty: 11617.651367
	Iteration 13Q: 3 clusters Score -2996446 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2996599.750000 Penalty: 11617.651367
	Iteration 14Q: 3 clusters Score -2996600 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2996727.000000 Penalty: 11617.651367
	Iteration 15Q: 3 clusters Score -2996727 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2996848.000000 Penalty: 11617.651367
	Iteration 16Q: 3 clusters Score -2996848 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2996958.750000 Penalty: 11617.651367
	Iteration 17Q: 3 clusters Score -2996959 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2997039.500000 Penalty: 11617.651367
	Iteration 18Q: 3 clusters Score -2997040 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2997107.750000 Penalty: 11617.651367
	Iteration 19Q: 3 clusters Score -2997108 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2997167.000000 Penalty: 11617.651367
	Iteration 20F: 3 clusters Score -2997167 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2997202.750000 Penalty: 11617.651367
	Iteration 21Q: 3 clusters Score -2997203 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2997258.000000 Penalty: 11617.651367
	Iteration 22Q: 3 clusters Score -2997258 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2997280.000000 Penalty: 11617.651367
	Iteration 23Q: 3 clusters Score -2997280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2997313.500000 Penalty: 11617.651367
	Iteration 24Q: 3 clusters Score -2997314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2997331.250000 Penalty: 11617.651367
	Iteration 25Q: 3 clusters Score -2997331 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2997363.000000 Penalty: 11617.651367
	Iteration 26Q: 3 clusters Score -2997363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2997380.250000 Penalty: 11617.651367
	Iteration 27Q: 3 clusters Score -2997380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2997397.250000 Penalty: 11617.651367
	Iteration 28Q: 3 clusters Score -2997397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2997409.250000 Penalty: 11617.651367
	Iteration 29Q: 3 clusters Score -2997409 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2997413.500000 Penalty: 11617.651367
	Iteration 30Q: 3 clusters Score -2997414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2997429.750000 Penalty: 11617.651367
	Iteration 31Q: 3 clusters Score -2997430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2997453.000000 Penalty: 11617.651367
	Iteration 32Q: 3 clusters Score -2997453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2997460.500000 Penalty: 11617.651367
	Iteration 33Q: 3 clusters Score -2997460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2997470.500000 Penalty: 11617.651367
	Iteration 34Q: 3 clusters Score -2997470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2997483.000000 Penalty: 11617.651367
	Iteration 35Q: 3 clusters Score -2997483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2997494.500000 Penalty: 11617.651367
	Iteration 36Q: 3 clusters Score -2997494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2997498.500000 Penalty: 11617.651367
	Iteration 37Q: 3 clusters Score -2997498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2997506.500000 Penalty: 11617.651367
	Iteration 38Q: 3 clusters Score -2997506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2997522.750000 Penalty: 11617.651367
	Iteration 39Q: 3 clusters Score -2997523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2997532.000000 Penalty: 11617.651367
	Iteration 40F: 3 clusters Score -2997532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2997538.250000 Penalty: 11617.651367
	Iteration 41Q: 3 clusters Score -2997538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2997540.000000 Penalty: 11617.651367
	Iteration 42Q: 3 clusters Score -2997540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2997546.500000 Penalty: 11617.651367
	Iteration 43Q: 3 clusters Score -2997546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2997562.000000 Penalty: 11617.651367
	Iteration 44Q: 3 clusters Score -2997562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2997565.250000 Penalty: 11617.651367
	Iteration 45Q: 3 clusters Score -2997565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2997567.000000 Penalty: 11617.651367
	Iteration 46Q: 3 clusters Score -2997567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2997583.750000 Penalty: 11617.651367
	Iteration 47Q: 3 clusters Score -2997584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2997587.000000 Penalty: 11617.651367
	Iteration 48Q: 3 clusters Score -2997587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2997585.500000 Penalty: 11617.651367
	Iteration 49Q: 3 clusters Score -2997586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2997586.250000 Penalty: 11617.651367
	Iteration 50Q: 3 clusters Score -2997586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2997586.750000 Penalty: 11617.651367
	Iteration 51Q: 3 clusters Score -2997587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2997588.000000 Penalty: 11617.651367
	Iteration 52Q: 3 clusters Score -2997588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2997591.750000 Penalty: 11617.651367
	Iteration 53Q: 3 clusters Score -2997592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2997597.500000 Penalty: 11617.651367
	Iteration 54Q: 3 clusters Score -2997598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2997596.750000 Penalty: 11617.651367
	Iteration 55Q: 3 clusters Score -2997597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2997599.250000 Penalty: 11617.651367
	Iteration 56Q: 3 clusters Score -2997599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2997599.250000 Penalty: 11617.651367
	Iteration 57Q: 3 clusters Score -2997599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2997599.250000 Penalty: 11617.651367
	Iteration 58F: 3 clusters Score -2997599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Entering Unmasked Estep 
Score: -569190.750000 Penalty: 4832.063965
	Iteration 0F: 2 clusters Score -569190.8 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 1343 members 
Entering Unmasked Estep 
Score: -563751.937500 Penalty: 9664.127930
	Iteration 0F: 3 clusters Score -563751.9 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -564875.625000 Penalty: 9664.127930
	Iteration 1F: 3 clusters Score -564875.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -565895.187500 Penalty: 9664.127930
	Iteration 2F: 3 clusters Score -565895.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -567005.062500 Penalty: 9664.127930
	Iteration 3F: 3 clusters Score -567005.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -567748.125000 Penalty: 9664.127930
	Iteration 4F: 3 clusters Score -567748.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -568066.312500 Penalty: 9664.127930
	Iteration 5F: 3 clusters Score -568066.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -568219.375000 Penalty: 9664.127930
	Iteration 6Q: 3 clusters Score -568219.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -568314.375000 Penalty: 9664.127930
	Iteration 7Q: 3 clusters Score -568314.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -568401.312500 Penalty: 9664.127930
	Iteration 8Q: 3 clusters Score -568401.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -568441.000000 Penalty: 9664.127930
	Iteration 9Q: 3 clusters Score -568441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -568473.000000 Penalty: 9664.127930
	Iteration 10Q: 3 clusters Score -568473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -568493.625000 Penalty: 9664.127930
	Iteration 11Q: 3 clusters Score -568493.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -568511.687500 Penalty: 9664.127930
	Iteration 12Q: 3 clusters Score -568511.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -568527.062500 Penalty: 9664.127930
	Iteration 13Q: 3 clusters Score -568527.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -568535.000000 Penalty: 9664.127930
	Iteration 14Q: 3 clusters Score -568535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -568548.562500 Penalty: 9664.127930
	Iteration 15Q: 3 clusters Score -568548.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -568560.875000 Penalty: 9664.127930
	Iteration 16Q: 3 clusters Score -568560.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -568567.812500 Penalty: 9664.127930
	Iteration 17Q: 3 clusters Score -568567.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -568572.500000 Penalty: 9664.127930
	Iteration 18Q: 3 clusters Score -568572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -568574.437500 Penalty: 9664.127930
	Iteration 19Q: 3 clusters Score -568574.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -568575.625000 Penalty: 9664.127930
	Iteration 20F: 3 clusters Score -568575.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Entering Unmasked Estep 
Score: -6188154.500000 Penalty: 6244.162598
	Iteration 0F: 2 clusters Score -6188154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -6167197.500000 Penalty: 12488.325195
	Iteration 0F: 3 clusters Score -6167198 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -6172999.000000 Penalty: 12488.325195
	Iteration 1F: 3 clusters Score -6172999 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -6173633.500000 Penalty: 12488.325195
	Iteration 2F: 3 clusters Score -6173634 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -6174088.000000 Penalty: 12488.325195
	Iteration 3Q: 3 clusters Score -6174088 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -6174416.500000 Penalty: 12488.325195
	Iteration 4Q: 3 clusters Score -6174416 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -6174660.500000 Penalty: 12488.325195
	Iteration 5Q: 3 clusters Score -6174660 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -6174842.000000 Penalty: 12488.325195
	Iteration 6Q: 3 clusters Score -6174842 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -6175013.500000 Penalty: 12488.325195
	Iteration 7Q: 3 clusters Score -6175014 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -6175134.500000 Penalty: 12488.325195
	Iteration 8Q: 3 clusters Score -6175134 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -6175240.000000 Penalty: 12488.325195
	Iteration 9Q: 3 clusters Score -6175240 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -6175324.000000 Penalty: 12488.325195
	Iteration 10Q: 3 clusters Score -6175324 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -6175430.000000 Penalty: 12488.325195
	Iteration 11Q: 3 clusters Score -6175430 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -6175523.000000 Penalty: 12488.325195
	Iteration 12Q: 3 clusters Score -6175523 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -6175577.500000 Penalty: 12488.325195
	Iteration 13Q: 3 clusters Score -6175578 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -6175680.500000 Penalty: 12488.325195
	Iteration 14Q: 3 clusters Score -6175680 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -6175750.000000 Penalty: 12488.325195
	Iteration 15Q: 3 clusters Score -6175750 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -6175795.500000 Penalty: 12488.325195
	Iteration 16Q: 3 clusters Score -6175796 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -6175888.000000 Penalty: 12488.325195
	Iteration 17Q: 3 clusters Score -6175888 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -6175943.500000 Penalty: 12488.325195
	Iteration 18Q: 3 clusters Score -6175944 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -6175985.000000 Penalty: 12488.325195
	Iteration 19Q: 3 clusters Score -6175985 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -6176065.000000 Penalty: 12488.325195
	Iteration 20F: 3 clusters Score -6176065 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -6176160.000000 Penalty: 12488.325195
	Iteration 21Q: 3 clusters Score -6176160 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -6176257.500000 Penalty: 12488.325195
	Iteration 22Q: 3 clusters Score -6176258 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -6176332.000000 Penalty: 12488.325195
	Iteration 23Q: 3 clusters Score -6176332 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -6176461.000000 Penalty: 12488.325195
	Iteration 24Q: 3 clusters Score -6176461 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -6176571.500000 Penalty: 12488.325195
	Iteration 25Q: 3 clusters Score -6176572 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -6176714.500000 Penalty: 12488.325195
	Iteration 26Q: 3 clusters Score -6176714 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -6176856.000000 Penalty: 12488.325195
	Iteration 27Q: 3 clusters Score -6176856 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -6177083.500000 Penalty: 12488.325195
	Iteration 28Q: 3 clusters Score -6177084 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -6177360.500000 Penalty: 12488.325195
	Iteration 29Q: 3 clusters Score -6177360 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -6177647.000000 Penalty: 12488.325195
	Iteration 30Q: 3 clusters Score -6177647 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -6177984.000000 Penalty: 12488.325195
	Iteration 31Q: 3 clusters Score -6177984 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -6178462.000000 Penalty: 12488.325195
	Iteration 32Q: 3 clusters Score -6178462 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -6178948.500000 Penalty: 12488.325195
	Iteration 33Q: 3 clusters Score -6178948 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -6179495.500000 Penalty: 12488.325195
	Iteration 34Q: 3 clusters Score -6179496 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -6180033.500000 Penalty: 12488.325195
	Iteration 35Q: 3 clusters Score -6180034 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -6180569.500000 Penalty: 12488.325195
	Iteration 36Q: 3 clusters Score -6180570 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -6181010.500000 Penalty: 12488.325195
	Iteration 37Q: 3 clusters Score -6181010 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -6181333.500000 Penalty: 12488.325195
	Iteration 38Q: 3 clusters Score -6181334 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6181652.000000 Penalty: 12488.325195
	Iteration 39Q: 3 clusters Score -6181652 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6181850.000000 Penalty: 12488.325195
	Iteration 40F: 3 clusters Score -6181850 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6181988.000000 Penalty: 12488.325195
	Iteration 41Q: 3 clusters Score -6181988 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6182099.000000 Penalty: 12488.325195
	Iteration 42Q: 3 clusters Score -6182099 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6182190.000000 Penalty: 12488.325195
	Iteration 43Q: 3 clusters Score -6182190 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6182286.000000 Penalty: 12488.325195
	Iteration 44Q: 3 clusters Score -6182286 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6182361.500000 Penalty: 12488.325195
	Iteration 45Q: 3 clusters Score -6182362 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6182419.000000 Penalty: 12488.325195
	Iteration 46Q: 3 clusters Score -6182419 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6182472.000000 Penalty: 12488.325195
	Iteration 47Q: 3 clusters Score -6182472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6182524.000000 Penalty: 12488.325195
	Iteration 48Q: 3 clusters Score -6182524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6182566.000000 Penalty: 12488.325195
	Iteration 49Q: 3 clusters Score -6182566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6182591.000000 Penalty: 12488.325195
	Iteration 50Q: 3 clusters Score -6182591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6182610.000000 Penalty: 12488.325195
	Iteration 51Q: 3 clusters Score -6182610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6182631.000000 Penalty: 12488.325195
	Iteration 52Q: 3 clusters Score -6182631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6182647.500000 Penalty: 12488.325195
	Iteration 53Q: 3 clusters Score -6182648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6182670.000000 Penalty: 12488.325195
	Iteration 54Q: 3 clusters Score -6182670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6182689.000000 Penalty: 12488.325195
	Iteration 55Q: 3 clusters Score -6182689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6182718.000000 Penalty: 12488.325195
	Iteration 56Q: 3 clusters Score -6182718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6182728.500000 Penalty: 12488.325195
	Iteration 57Q: 3 clusters Score -6182728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6182733.500000 Penalty: 12488.325195
	Iteration 58Q: 3 clusters Score -6182734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6182739.500000 Penalty: 12488.325195
	Iteration 59Q: 3 clusters Score -6182740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6182743.500000 Penalty: 12488.325195
	Iteration 60F: 3 clusters Score -6182744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6182750.500000 Penalty: 12488.325195
	Iteration 61Q: 3 clusters Score -6182750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6182755.500000 Penalty: 12488.325195
	Iteration 62Q: 3 clusters Score -6182756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6182758.500000 Penalty: 12488.325195
	Iteration 63Q: 3 clusters Score -6182758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6182759.000000 Penalty: 12488.325195
	Iteration 64Q: 3 clusters Score -6182759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6182759.000000 Penalty: 12488.325195
	Iteration 65F: 3 clusters Score -6182759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Entering Unmasked Estep 
Score: -8526021.000000 Penalty: 6452.410156
	Iteration 0F: 2 clusters Score -8526021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -8498512.000000 Penalty: 12904.820312
	Iteration 0F: 3 clusters Score -8498512 nChanged 16114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -8507008.000000 Penalty: 12904.820312
	Iteration 1F: 3 clusters Score -8507008 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -8507964.000000 Penalty: 12904.820312
	Iteration 2F: 3 clusters Score -8507964 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -8509011.000000 Penalty: 12904.820312
	Iteration 3Q: 3 clusters Score -8509011 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -8510558.000000 Penalty: 12904.820312
	Iteration 4F: 3 clusters Score -8510558 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -8512609.000000 Penalty: 12904.820312
	Iteration 5F: 3 clusters Score -8512609 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -8514563.000000 Penalty: 12904.820312
	Iteration 6F: 3 clusters Score -8514563 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -8516049.000000 Penalty: 12904.820312
	Iteration 7F: 3 clusters Score -8516049 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -8517179.000000 Penalty: 12904.820312
	Iteration 8F: 3 clusters Score -8517179 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -8518121.000000 Penalty: 12904.820312
	Iteration 9Q: 3 clusters Score -8518121 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -8518846.000000 Penalty: 12904.820312
	Iteration 10Q: 3 clusters Score -8518846 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -8519520.000000 Penalty: 12904.820312
	Iteration 11Q: 3 clusters Score -8519520 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -8520070.000000 Penalty: 12904.820312
	Iteration 12Q: 3 clusters Score -8520070 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -8520625.000000 Penalty: 12904.820312
	Iteration 13Q: 3 clusters Score -8520625 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -8521145.000000 Penalty: 12904.820312
	Iteration 14Q: 3 clusters Score -8521145 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -8521762.000000 Penalty: 12904.820312
	Iteration 15Q: 3 clusters Score -8521762 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -8522319.000000 Penalty: 12904.820312
	Iteration 16Q: 3 clusters Score -8522319 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -8522857.000000 Penalty: 12904.820312
	Iteration 17Q: 3 clusters Score -8522857 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -8523382.000000 Penalty: 12904.820312
	Iteration 18Q: 3 clusters Score -8523382 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -8523710.000000 Penalty: 12904.820312
	Iteration 19Q: 3 clusters Score -8523710 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -8524080.000000 Penalty: 12904.820312
	Iteration 20F: 3 clusters Score -8524080 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -8524335.000000 Penalty: 12904.820312
	Iteration 21Q: 3 clusters Score -8524335 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -8524437.000000 Penalty: 12904.820312
	Iteration 22Q: 3 clusters Score -8524437 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -8524558.000000 Penalty: 12904.820312
	Iteration 23Q: 3 clusters Score -8524558 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -8524673.000000 Penalty: 12904.820312
	Iteration 24Q: 3 clusters Score -8524673 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -8524731.000000 Penalty: 12904.820312
	Iteration 25Q: 3 clusters Score -8524731 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -8524793.000000 Penalty: 12904.820312
	Iteration 26Q: 3 clusters Score -8524793 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -8524869.000000 Penalty: 12904.820312
	Iteration 27Q: 3 clusters Score -8524869 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -8524906.000000 Penalty: 12904.820312
	Iteration 28Q: 3 clusters Score -8524906 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -8524951.000000 Penalty: 12904.820312
	Iteration 29Q: 3 clusters Score -8524951 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -8524999.000000 Penalty: 12904.820312
	Iteration 30Q: 3 clusters Score -8524999 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -8525027.000000 Penalty: 12904.820312
	Iteration 31Q: 3 clusters Score -8525027 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -8525056.000000 Penalty: 12904.820312
	Iteration 32Q: 3 clusters Score -8525056 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -8525075.000000 Penalty: 12904.820312
	Iteration 33Q: 3 clusters Score -8525075 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -8525096.000000 Penalty: 12904.820312
	Iteration 34Q: 3 clusters Score -8525096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -8525143.000000 Penalty: 12904.820312
	Iteration 35Q: 3 clusters Score -8525143 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -8525148.000000 Penalty: 12904.820312
	Iteration 36Q: 3 clusters Score -8525148 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -8525171.000000 Penalty: 12904.820312
	Iteration 37Q: 3 clusters Score -8525171 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -8525231.000000 Penalty: 12904.820312
	Iteration 38Q: 3 clusters Score -8525231 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -8525238.000000 Penalty: 12904.820312
	Iteration 39Q: 3 clusters Score -8525238 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -8525271.000000 Penalty: 12904.820312
	Iteration 40F: 3 clusters Score -8525271 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -8525278.000000 Penalty: 12904.820312
	Iteration 41Q: 3 clusters Score -8525278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -8525285.000000 Penalty: 12904.820312
	Iteration 42Q: 3 clusters Score -8525285 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -8525331.000000 Penalty: 12904.820312
	Iteration 43Q: 3 clusters Score -8525331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -8525346.000000 Penalty: 12904.820312
	Iteration 44Q: 3 clusters Score -8525346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -8525344.000000 Penalty: 12904.820312
	Iteration 45Q: 3 clusters Score -8525344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -8525355.000000 Penalty: 12904.820312
	Iteration 46Q: 3 clusters Score -8525355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -8525364.000000 Penalty: 12904.820312
	Iteration 47Q: 3 clusters Score -8525364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -8525370.000000 Penalty: 12904.820312
	Iteration 48Q: 3 clusters Score -8525370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -8525405.000000 Penalty: 12904.820312
	Iteration 49Q: 3 clusters Score -8525405 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -8525406.000000 Penalty: 12904.820312
	Iteration 50Q: 3 clusters Score -8525406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -8525407.000000 Penalty: 12904.820312
	Iteration 51Q: 3 clusters Score -8525407 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -8525420.000000 Penalty: 12904.820312
	Iteration 52Q: 3 clusters Score -8525420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -8525423.000000 Penalty: 12904.820312
	Iteration 53Q: 3 clusters Score -8525423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -8525418.000000 Penalty: 12904.820312
	Iteration 54Q: 3 clusters Score -8525418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -8525443.000000 Penalty: 12904.820312
	Iteration 55Q: 3 clusters Score -8525443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -8525451.000000 Penalty: 12904.820312
	Iteration 56Q: 3 clusters Score -8525451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -8525452.000000 Penalty: 12904.820312
	Iteration 57Q: 3 clusters Score -8525452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -8525443.000000 Penalty: 12904.820312
	Iteration 58Q: 3 clusters Score -8525443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -8525442.000000 Penalty: 12904.820312
	Iteration 59Q: 3 clusters Score -8525442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -8525447.000000 Penalty: 12904.820312
	Iteration 60F: 3 clusters Score -8525447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -8525445.000000 Penalty: 12904.820312
	Iteration 61Q: 3 clusters Score -8525445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -8525448.000000 Penalty: 12904.820312
	Iteration 62Q: 3 clusters Score -8525448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -8525451.000000 Penalty: 12904.820312
	Iteration 63Q: 3 clusters Score -8525451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -8525456.000000 Penalty: 12904.820312
	Iteration 64Q: 3 clusters Score -8525456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -8525461.000000 Penalty: 12904.820312
	Iteration 65Q: 3 clusters Score -8525461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -8525458.000000 Penalty: 12904.820312
	Iteration 66Q: 3 clusters Score -8525458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -8525455.000000 Penalty: 12904.820312
	Iteration 67Q: 3 clusters Score -8525455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -8525458.000000 Penalty: 12904.820312
	Iteration 68Q: 3 clusters Score -8525458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -8525458.000000 Penalty: 12904.820312
	Iteration 69F: 3 clusters Score -8525458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -217375.796875 Penalty: 4263.793945
	Iteration 0F: 2 clusters Score -217375.8 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 561 members 
Entering Unmasked Estep 
Score: -213243.093750 Penalty: 8527.587891
	Iteration 0F: 3 clusters Score -213243.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -213749.781250 Penalty: 8527.587891
	Iteration 1F: 3 clusters Score -213749.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -214024.593750 Penalty: 8527.587891
	Iteration 2F: 3 clusters Score -214024.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -214363.234375 Penalty: 8527.587891
	Iteration 3F: 3 clusters Score -214363.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -214835.156250 Penalty: 8527.587891
	Iteration 4F: 3 clusters Score -214835.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -215009.265625 Penalty: 8527.587891
	Iteration 5Q: 3 clusters Score -215009.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -215173.171875 Penalty: 8527.587891
	Iteration 6Q: 3 clusters Score -215173.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -215302.375000 Penalty: 8527.587891
	Iteration 7Q: 3 clusters Score -215302.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -215445.671875 Penalty: 8527.587891
	Iteration 8Q: 3 clusters Score -215445.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -215563.718750 Penalty: 8527.587891
	Iteration 9Q: 3 clusters Score -215563.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -215618.109375 Penalty: 8527.587891
	Iteration 10Q: 3 clusters Score -215618.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -215646.171875 Penalty: 8527.587891
	Iteration 11Q: 3 clusters Score -215646.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -215674.968750 Penalty: 8527.587891
	Iteration 12Q: 3 clusters Score -215675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -215718.031250 Penalty: 8527.587891
	Iteration 13Q: 3 clusters Score -215718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -215736.078125 Penalty: 8527.587891
	Iteration 14Q: 3 clusters Score -215736.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -215738.093750 Penalty: 8527.587891
	Iteration 15Q: 3 clusters Score -215738.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -215738.093750 Penalty: 8527.587891
	Iteration 16F: 3 clusters Score -215738.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -5045080.000000 Penalty: 6133.931152
	Iteration 0F: 2 clusters Score -5045080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -5027114.500000 Penalty: 12267.862305
	Iteration 0F: 3 clusters Score -5027114 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -5031761.500000 Penalty: 12267.862305
	Iteration 1F: 3 clusters Score -5031762 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -5032358.000000 Penalty: 12267.862305
	Iteration 2F: 3 clusters Score -5032358 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -5032790.000000 Penalty: 12267.862305
	Iteration 3Q: 3 clusters Score -5032790 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -5033138.500000 Penalty: 12267.862305
	Iteration 4Q: 3 clusters Score -5033138 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -5033412.500000 Penalty: 12267.862305
	Iteration 5Q: 3 clusters Score -5033412 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -5033671.000000 Penalty: 12267.862305
	Iteration 6Q: 3 clusters Score -5033671 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -5033863.000000 Penalty: 12267.862305
	Iteration 7Q: 3 clusters Score -5033863 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -5034095.000000 Penalty: 12267.862305
	Iteration 8Q: 3 clusters Score -5034095 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -5034278.500000 Penalty: 12267.862305
	Iteration 9Q: 3 clusters Score -5034278 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -5034438.500000 Penalty: 12267.862305
	Iteration 10Q: 3 clusters Score -5034438 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -5034604.500000 Penalty: 12267.862305
	Iteration 11Q: 3 clusters Score -5034604 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -5034781.000000 Penalty: 12267.862305
	Iteration 12Q: 3 clusters Score -5034781 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -5034954.000000 Penalty: 12267.862305
	Iteration 13Q: 3 clusters Score -5034954 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -5035153.000000 Penalty: 12267.862305
	Iteration 14Q: 3 clusters Score -5035153 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -5035349.500000 Penalty: 12267.862305
	Iteration 15Q: 3 clusters Score -5035350 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -5035619.500000 Penalty: 12267.862305
	Iteration 16Q: 3 clusters Score -5035620 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -5035912.000000 Penalty: 12267.862305
	Iteration 17Q: 3 clusters Score -5035912 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -5036301.500000 Penalty: 12267.862305
	Iteration 18Q: 3 clusters Score -5036302 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -5036755.000000 Penalty: 12267.862305
	Iteration 19Q: 3 clusters Score -5036755 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -5037255.500000 Penalty: 12267.862305
	Iteration 20F: 3 clusters Score -5037256 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -5037755.000000 Penalty: 12267.862305
	Iteration 21Q: 3 clusters Score -5037755 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -5038229.500000 Penalty: 12267.862305
	Iteration 22Q: 3 clusters Score -5038230 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -5038661.000000 Penalty: 12267.862305
	Iteration 23Q: 3 clusters Score -5038661 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -5039076.500000 Penalty: 12267.862305
	Iteration 24Q: 3 clusters Score -5039076 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -5039475.500000 Penalty: 12267.862305
	Iteration 25Q: 3 clusters Score -5039476 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -5039763.000000 Penalty: 12267.862305
	Iteration 26Q: 3 clusters Score -5039763 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -5040032.000000 Penalty: 12267.862305
	Iteration 27Q: 3 clusters Score -5040032 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -5040258.000000 Penalty: 12267.862305
	Iteration 28Q: 3 clusters Score -5040258 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -5040409.500000 Penalty: 12267.862305
	Iteration 29Q: 3 clusters Score -5040410 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -5040580.500000 Penalty: 12267.862305
	Iteration 30Q: 3 clusters Score -5040580 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -5040737.000000 Penalty: 12267.862305
	Iteration 31Q: 3 clusters Score -5040737 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -5040895.500000 Penalty: 12267.862305
	Iteration 32Q: 3 clusters Score -5040896 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -5041000.000000 Penalty: 12267.862305
	Iteration 33Q: 3 clusters Score -5041000 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -5041081.000000 Penalty: 12267.862305
	Iteration 34Q: 3 clusters Score -5041081 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -5041185.000000 Penalty: 12267.862305
	Iteration 35Q: 3 clusters Score -5041185 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -5041269.000000 Penalty: 12267.862305
	Iteration 36Q: 3 clusters Score -5041269 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -5041383.500000 Penalty: 12267.862305
	Iteration 37Q: 3 clusters Score -5041384 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -5041485.500000 Penalty: 12267.862305
	Iteration 38Q: 3 clusters Score -5041486 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -5041602.000000 Penalty: 12267.862305
	Iteration 39Q: 3 clusters Score -5041602 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -5041713.500000 Penalty: 12267.862305
	Iteration 40F: 3 clusters Score -5041714 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -5041841.000000 Penalty: 12267.862305
	Iteration 41Q: 3 clusters Score -5041841 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -5041905.000000 Penalty: 12267.862305
	Iteration 42Q: 3 clusters Score -5041905 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -5041985.000000 Penalty: 12267.862305
	Iteration 43Q: 3 clusters Score -5041985 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -5042026.500000 Penalty: 12267.862305
	Iteration 44Q: 3 clusters Score -5042026 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -5042066.000000 Penalty: 12267.862305
	Iteration 45Q: 3 clusters Score -5042066 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -5042101.000000 Penalty: 12267.862305
	Iteration 46Q: 3 clusters Score -5042101 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -5042132.500000 Penalty: 12267.862305
	Iteration 47Q: 3 clusters Score -5042132 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -5042161.500000 Penalty: 12267.862305
	Iteration 48Q: 3 clusters Score -5042162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -5042202.000000 Penalty: 12267.862305
	Iteration 49Q: 3 clusters Score -5042202 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -5042210.000000 Penalty: 12267.862305
	Iteration 50Q: 3 clusters Score -5042210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -5042229.500000 Penalty: 12267.862305
	Iteration 51Q: 3 clusters Score -5042230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -5042227.000000 Penalty: 12267.862305
	Iteration 52Q: 3 clusters Score -5042227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -5042238.500000 Penalty: 12267.862305
	Iteration 53Q: 3 clusters Score -5042238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -5042246.500000 Penalty: 12267.862305
	Iteration 54Q: 3 clusters Score -5042246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -5042259.000000 Penalty: 12267.862305
	Iteration 55Q: 3 clusters Score -5042259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -5042265.000000 Penalty: 12267.862305
	Iteration 56Q: 3 clusters Score -5042265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -5042263.500000 Penalty: 12267.862305
	Iteration 57Q: 3 clusters Score -5042264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -5042266.500000 Penalty: 12267.862305
	Iteration 58Q: 3 clusters Score -5042266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -5042273.500000 Penalty: 12267.862305
	Iteration 59Q: 3 clusters Score -5042274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -5042285.000000 Penalty: 12267.862305
	Iteration 60F: 3 clusters Score -5042285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -5042301.000000 Penalty: 12267.862305
	Iteration 61Q: 3 clusters Score -5042301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -5042306.500000 Penalty: 12267.862305
	Iteration 62Q: 3 clusters Score -5042306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -5042302.500000 Penalty: 12267.862305
	Iteration 63Q: 3 clusters Score -5042302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -5042300.500000 Penalty: 12267.862305
	Iteration 64Q: 3 clusters Score -5042300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -5042306.500000 Penalty: 12267.862305
	Iteration 65Q: 3 clusters Score -5042306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -5042319.500000 Penalty: 12267.862305
	Iteration 66Q: 3 clusters Score -5042320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -5042314.000000 Penalty: 12267.862305
	Iteration 67Q: 3 clusters Score -5042314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -5042321.000000 Penalty: 12267.862305
	Iteration 68Q: 3 clusters Score -5042321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -5042326.000000 Penalty: 12267.862305
	Iteration 69Q: 3 clusters Score -5042326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -5042333.500000 Penalty: 12267.862305
	Iteration 70Q: 3 clusters Score -5042334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -5042329.500000 Penalty: 12267.862305
	Iteration 71Q: 3 clusters Score -5042330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -5042336.500000 Penalty: 12267.862305
	Iteration 72Q: 3 clusters Score -5042336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -5042341.000000 Penalty: 12267.862305
	Iteration 73Q: 3 clusters Score -5042341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -5042350.500000 Penalty: 12267.862305
	Iteration 74Q: 3 clusters Score -5042350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -5042342.000000 Penalty: 12267.862305
	Iteration 75Q: 3 clusters Score -5042342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -5042349.000000 Penalty: 12267.862305
	Iteration 76Q: 3 clusters Score -5042349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -5042349.500000 Penalty: 12267.862305
	Iteration 77Q: 3 clusters Score -5042350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -5042351.000000 Penalty: 12267.862305
	Iteration 78Q: 3 clusters Score -5042351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -5042362.500000 Penalty: 12267.862305
	Iteration 79Q: 3 clusters Score -5042362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -5042362.500000 Penalty: 12267.862305
	Iteration 80F: 3 clusters Score -5042362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -5042370.500000 Penalty: 12267.862305
	Iteration 81Q: 3 clusters Score -5042370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -5042363.500000 Penalty: 12267.862305
	Iteration 82Q: 3 clusters Score -5042364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -5042372.000000 Penalty: 12267.862305
	Iteration 83Q: 3 clusters Score -5042372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -5042374.000000 Penalty: 12267.862305
	Iteration 84Q: 3 clusters Score -5042374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -5042364.500000 Penalty: 12267.862305
	Iteration 85Q: 3 clusters Score -5042364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -5042369.000000 Penalty: 12267.862305
	Iteration 86Q: 3 clusters Score -5042369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -5042372.500000 Penalty: 12267.862305
	Iteration 87Q: 3 clusters Score -5042372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -5042372.000000 Penalty: 12267.862305
	Iteration 88Q: 3 clusters Score -5042372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -5042383.000000 Penalty: 12267.862305
	Iteration 89Q: 3 clusters Score -5042383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -5042379.000000 Penalty: 12267.862305
	Iteration 90Q: 3 clusters Score -5042379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -5042381.500000 Penalty: 12267.862305
	Iteration 91Q: 3 clusters Score -5042382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -5042386.000000 Penalty: 12267.862305
	Iteration 92Q: 3 clusters Score -5042386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -5042394.000000 Penalty: 12267.862305
	Iteration 93Q: 3 clusters Score -5042394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -5042397.000000 Penalty: 12267.862305
	Iteration 94Q: 3 clusters Score -5042397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -5042392.500000 Penalty: 12267.862305
	Iteration 95Q: 3 clusters Score -5042392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -5042394.000000 Penalty: 12267.862305
	Iteration 96Q: 3 clusters Score -5042394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -5042398.500000 Penalty: 12267.862305
	Iteration 97Q: 3 clusters Score -5042398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -5042407.000000 Penalty: 12267.862305
	Iteration 98Q: 3 clusters Score -5042407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -5042402.500000 Penalty: 12267.862305
	Iteration 99Q: 3 clusters Score -5042402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -5042400.500000 Penalty: 12267.862305
	Iteration 100F: 3 clusters Score -5042400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -5042401.500000 Penalty: 12267.862305
	Iteration 101Q: 3 clusters Score -5042402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -5042404.500000 Penalty: 12267.862305
	Iteration 102Q: 3 clusters Score -5042404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -5042408.500000 Penalty: 12267.862305
	Iteration 103Q: 3 clusters Score -5042408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -5042409.500000 Penalty: 12267.862305
	Iteration 104Q: 3 clusters Score -5042410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -5042410.500000 Penalty: 12267.862305
	Iteration 105Q: 3 clusters Score -5042410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -5042407.000000 Penalty: 12267.862305
	Iteration 106Q: 3 clusters Score -5042407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -5042409.500000 Penalty: 12267.862305
	Iteration 107Q: 3 clusters Score -5042410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -5042409.500000 Penalty: 12267.862305
	Iteration 108F: 3 clusters Score -5042410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (172574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172574 members 
Entering Unmasked Estep 
Score: -39045004.000000 Penalty: 7385.880859
	Iteration 0F: 2 clusters Score -3.9045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86172 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -38929108.000000 Penalty: 14771.761719
	Iteration 0F: 3 clusters Score -3.892911e+07 nChanged 80460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84460 members 
Mstep: Class 2 contains 88114 members 
Entering Unmasked Estep 
Score: -38974420.000000 Penalty: 14771.761719
	Iteration 1F: 3 clusters Score -3.897442e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83165 members 
Mstep: Class 2 contains 89409 members 
Entering Unmasked Estep 
Score: -38975892.000000 Penalty: 14771.761719
	Iteration 2Q: 3 clusters Score -3.897589e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81384 members 
Mstep: Class 2 contains 91190 members 
Entering Unmasked Estep 
Score: -38977252.000000 Penalty: 14771.761719
	Iteration 3Q: 3 clusters Score -3.897725e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78908 members 
Mstep: Class 2 contains 93666 members 
Entering Unmasked Estep 
Score: -38978500.000000 Penalty: 14771.761719
	Iteration 4Q: 3 clusters Score -3.89785e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75493 members 
Mstep: Class 2 contains 97081 members 
Entering Unmasked Estep 
Score: -38980092.000000 Penalty: 14771.761719
	Iteration 5Q: 3 clusters Score -3.898009e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Mstep: Class 2 contains 101982 members 
Entering Unmasked Estep 
Score: -38982984.000000 Penalty: 14771.761719
	Iteration 6Q: 3 clusters Score -3.898298e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 108866 members 
Entering Unmasked Estep 
Score: -38986776.000000 Penalty: 14771.761719
	Iteration 7Q: 3 clusters Score -3.898678e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 118132 members 
Entering Unmasked Estep 
Score: -38992292.000000 Penalty: 14771.761719
	Iteration 8F: 3 clusters Score -3.899229e+07 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 129643 members 
Entering Unmasked Estep 
Score: -39000940.000000 Penalty: 14771.761719
	Iteration 9F: 3 clusters Score -3.900094e+07 nChanged 12811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 142406 members 
Entering Unmasked Estep 
Score: -39011164.000000 Penalty: 14771.761719
	Iteration 10F: 3 clusters Score -3.901116e+07 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 154274 members 
Entering Unmasked Estep 
Score: -39021952.000000 Penalty: 14771.761719
	Iteration 11F: 3 clusters Score -3.902195e+07 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 163160 members 
Entering Unmasked Estep 
Score: -39030288.000000 Penalty: 14771.761719
	Iteration 12F: 3 clusters Score -3.903029e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 168270 members 
Entering Unmasked Estep 
Score: -39034872.000000 Penalty: 14771.761719
	Iteration 13Q: 3 clusters Score -3.903487e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 170515 members 
Entering Unmasked Estep 
Score: -39036880.000000 Penalty: 14771.761719
	Iteration 14Q: 3 clusters Score -3.903688e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 171303 members 
Entering Unmasked Estep 
Score: -39037668.000000 Penalty: 14771.761719
	Iteration 15Q: 3 clusters Score -3.903767e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 171614 members 
Entering Unmasked Estep 
Score: -39038032.000000 Penalty: 14771.761719
	Iteration 16Q: 3 clusters Score -3.903803e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 171755 members 
Entering Unmasked Estep 
Score: -39038204.000000 Penalty: 14771.761719
	Iteration 17Q: 3 clusters Score -3.90382e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 171832 members 
Entering Unmasked Estep 
Score: -39038328.000000 Penalty: 14771.761719
	Iteration 18Q: 3 clusters Score -3.903833e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 171880 members 
Entering Unmasked Estep 
Score: -39038348.000000 Penalty: 14771.761719
	Iteration 19Q: 3 clusters Score -3.903835e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 171910 members 
Entering Unmasked Estep 
Score: -39038376.000000 Penalty: 14771.761719
	Iteration 20F: 3 clusters Score -3.903838e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 171927 members 
Entering Unmasked Estep 
Score: -39038400.000000 Penalty: 14771.761719
	Iteration 21Q: 3 clusters Score -3.90384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 171936 members 
Entering Unmasked Estep 
Score: -39038408.000000 Penalty: 14771.761719
	Iteration 22Q: 3 clusters Score -3.903841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 171942 members 
Entering Unmasked Estep 
Score: -39038404.000000 Penalty: 14771.761719
	Iteration 23Q: 3 clusters Score -3.90384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 171944 members 
Entering Unmasked Estep 
Score: -39038404.000000 Penalty: 14771.761719
	Iteration 24Q: 3 clusters Score -3.90384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 171949 members 
Entering Unmasked Estep 
Score: -39038400.000000 Penalty: 14771.761719
	Iteration 25Q: 3 clusters Score -3.90384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 171952 members 
Entering Unmasked Estep 
Score: -39038416.000000 Penalty: 14771.761719
	Iteration 26Q: 3 clusters Score -3.903842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 171955 members 
Entering Unmasked Estep 
Score: -39038444.000000 Penalty: 14771.761719
	Iteration 27Q: 3 clusters Score -3.903844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 171956 members 
Entering Unmasked Estep 
Score: -39038404.000000 Penalty: 14771.761719
	Iteration 28Q: 3 clusters Score -3.90384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 171957 members 
Entering Unmasked Estep 
Score: -39038424.000000 Penalty: 14771.761719
	Iteration 29Q: 3 clusters Score -3.903842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 171959 members 
Entering Unmasked Estep 
Score: -39038464.000000 Penalty: 14771.761719
	Iteration 30Q: 3 clusters Score -3.903846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 171960 members 
Entering Unmasked Estep 
Score: -39038436.000000 Penalty: 14771.761719
	Iteration 31Q: 3 clusters Score -3.903844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 171960 members 
Entering Unmasked Estep 
Score: -39038436.000000 Penalty: 14771.761719
	Iteration 32F: 3 clusters Score -3.903844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -43412.503906 Penalty: 3356.891357
	Iteration 0F: 2 clusters Score -43412.5 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 107 members 
Entering Unmasked Estep 
Score: -40948.195312 Penalty: 6713.782715
	Iteration 0F: 3 clusters Score -40948.2 nChanged 5
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: -40987.386719 Penalty: 6713.782715
	Iteration 1Q: 3 clusters Score -40987.39 nChanged 0
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: -40987.386719 Penalty: 6713.782715
	Iteration 2F: 3 clusters Score -40987.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16601 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10089 members 
Mstep: Class 7 contains 107840 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30147 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32401 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26757 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22350 members 
Mstep: Class 24 contains 172574 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286432.000000 Penalty: 212307.062500
Iteration 119Q: 27 clusters Score -1.382864e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16599 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10087 members 
Mstep: Class 7 contains 107843 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30147 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32398 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26761 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22350 members 
Mstep: Class 24 contains 172574 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286576.000000 Penalty: 212307.062500
Iteration 120F: 27 clusters Score -1.382866e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16597 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10081 members 
Mstep: Class 7 contains 107854 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30147 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32398 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26764 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22350 members 
Mstep: Class 24 contains 172568 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286592.000000 Penalty: 212307.062500
Iteration 121Q: 27 clusters Score -1.382866e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16594 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10079 members 
Mstep: Class 7 contains 107863 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15394 members 
Mstep: Class 10 contains 30147 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38679 members 
Mstep: Class 13 contains 32398 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26769 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22348 members 
Mstep: Class 24 contains 172561 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286576.000000 Penalty: 212307.062500
Iteration 122Q: 27 clusters Score -1.382866e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16591 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10077 members 
Mstep: Class 7 contains 107872 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30146 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38679 members 
Mstep: Class 13 contains 32397 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26773 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22347 members 
Mstep: Class 24 contains 172555 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286496.000000 Penalty: 212307.062500
Iteration 123Q: 27 clusters Score -1.382865e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16588 members 
Mstep: Class 3 contains 9790 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10076 members 
Mstep: Class 7 contains 107882 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15394 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38679 members 
Mstep: Class 13 contains 32395 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26777 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22346 members 
Mstep: Class 24 contains 172548 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286560.000000 Penalty: 212307.062500
Iteration 124Q: 27 clusters Score -1.382866e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16580 members 
Mstep: Class 3 contains 9791 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10072 members 
Mstep: Class 7 contains 107901 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15394 members 
Mstep: Class 10 contains 30144 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38679 members 
Mstep: Class 13 contains 32395 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26782 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22346 members 
Mstep: Class 24 contains 172536 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286464.000000 Penalty: 212307.062500
Iteration 125Q: 27 clusters Score -1.382865e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16573 members 
Mstep: Class 3 contains 9790 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10068 members 
Mstep: Class 7 contains 107919 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15394 members 
Mstep: Class 10 contains 30144 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38679 members 
Mstep: Class 13 contains 32394 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26788 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22346 members 
Mstep: Class 24 contains 172525 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286496.000000 Penalty: 212307.062500
Iteration 126Q: 27 clusters Score -1.382865e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16565 members 
Mstep: Class 3 contains 9790 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10068 members 
Mstep: Class 7 contains 107936 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15394 members 
Mstep: Class 10 contains 30144 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38679 members 
Mstep: Class 13 contains 32393 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26791 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22346 members 
Mstep: Class 24 contains 172514 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286592.000000 Penalty: 212307.062500
Iteration 127Q: 27 clusters Score -1.382866e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 9790 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10067 members 
Mstep: Class 7 contains 107953 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15394 members 
Mstep: Class 10 contains 30144 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32393 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26797 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22345 members 
Mstep: Class 24 contains 172503 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286576.000000 Penalty: 212307.062500
Iteration 128Q: 27 clusters Score -1.382866e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16550 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10066 members 
Mstep: Class 7 contains 107960 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15394 members 
Mstep: Class 10 contains 30144 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32393 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26804 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172499 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286656.000000 Penalty: 212307.062500
Iteration 129Q: 27 clusters Score -1.382867e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16547 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 107962 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32393 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 26812 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172491 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286624.000000 Penalty: 212307.062500
Iteration 130Q: 27 clusters Score -1.382866e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16541 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 107969 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32393 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26819 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172484 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286656.000000 Penalty: 212307.062500
Iteration 131Q: 27 clusters Score -1.382867e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16538 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 107978 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32393 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26821 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172476 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286672.000000 Penalty: 212307.062500
Iteration 132Q: 27 clusters Score -1.382867e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16535 members 
Mstep: Class 3 contains 9790 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10066 members 
Mstep: Class 7 contains 107987 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32393 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26822 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172467 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286704.000000 Penalty: 212307.062500
Iteration 133Q: 27 clusters Score -1.382867e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16536 members 
Mstep: Class 3 contains 9790 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10067 members 
Mstep: Class 7 contains 107990 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32393 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26822 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172463 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286672.000000 Penalty: 212307.062500
Iteration 134Q: 27 clusters Score -1.382867e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16534 members 
Mstep: Class 3 contains 9790 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10066 members 
Mstep: Class 7 contains 107995 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32392 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26822 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172462 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286672.000000 Penalty: 212307.062500
Iteration 135Q: 27 clusters Score -1.382867e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16534 members 
Mstep: Class 3 contains 9790 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 107999 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32390 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26823 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172460 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286592.000000 Penalty: 212307.062500
Iteration 136Q: 27 clusters Score -1.382866e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16534 members 
Mstep: Class 3 contains 9790 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 108002 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32390 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26823 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172457 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286624.000000 Penalty: 212307.062500
Iteration 137Q: 27 clusters Score -1.382866e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16534 members 
Mstep: Class 3 contains 9790 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 108005 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32390 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26823 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172454 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286592.000000 Penalty: 212307.062500
Iteration 138Q: 27 clusters Score -1.382866e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16534 members 
Mstep: Class 3 contains 9791 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 108004 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32390 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26823 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172454 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286592.000000 Penalty: 212307.062500
Iteration 139Q: 27 clusters Score -1.382866e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16533 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 108004 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32390 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26823 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172454 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286576.000000 Penalty: 212307.062500
Iteration 140F: 27 clusters Score -1.382866e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 108005 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32390 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26823 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172454 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286576.000000 Penalty: 212307.062500
Iteration 141Q: 27 clusters Score -1.382866e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16531 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 108007 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32390 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26823 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172453 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286576.000000 Penalty: 212307.062500
Iteration 142Q: 27 clusters Score -1.382866e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16531 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 108008 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32390 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26823 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172452 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286592.000000 Penalty: 212307.062500
Iteration 143Q: 27 clusters Score -1.382866e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16531 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 108010 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32390 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26823 members 
Mstep: Class 21 contains 37592 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172450 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286560.000000 Penalty: 212307.062500
Iteration 144Q: 27 clusters Score -1.382866e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16531 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 108010 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32390 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26823 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172449 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286592.000000 Penalty: 212307.062500
Iteration 145Q: 27 clusters Score -1.382866e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16531 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 108012 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32390 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26823 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172447 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286592.000000 Penalty: 212307.062500
Iteration 146Q: 27 clusters Score -1.382866e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16531 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 108013 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32390 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26823 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172446 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286608.000000 Penalty: 212307.062500
Iteration 147Q: 27 clusters Score -1.382866e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16531 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 108014 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32390 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26823 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172445 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286576.000000 Penalty: 212307.062500
Iteration 148Q: 27 clusters Score -1.382866e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16531 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 108014 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32390 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26823 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172445 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138286576.000000 Penalty: 212307.062500
Iteration 149F: 27 clusters Score -1.382866e+08 nChanged 0
Entering ConstructFrom: 
Score: -138286576.000000 Penalty: 212307.062500
Entering ConstructFrom: 
Trying to split cluster 1 (7237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Entering Unmasked Estep 
Score: -1583403.500000 Penalty: 5443.264160
	Iteration 0F: 2 clusters Score -1583404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1575024.750000 Penalty: 10886.528320
	Iteration 0F: 3 clusters Score -1575025 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1576677.000000 Penalty: 10886.528320
	Iteration 1F: 3 clusters Score -1576677 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1577186.375000 Penalty: 10886.528320
	Iteration 2F: 3 clusters Score -1577186 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1577531.500000 Penalty: 10886.528320
	Iteration 3F: 3 clusters Score -1577532 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1577771.875000 Penalty: 10886.528320
	Iteration 4Q: 3 clusters Score -1577772 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1577934.000000 Penalty: 10886.528320
	Iteration 5Q: 3 clusters Score -1577934 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1578063.375000 Penalty: 10886.528320
	Iteration 6Q: 3 clusters Score -1578063 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1578193.500000 Penalty: 10886.528320
	Iteration 7Q: 3 clusters Score -1578194 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1578327.500000 Penalty: 10886.528320
	Iteration 8Q: 3 clusters Score -1578328 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1578469.875000 Penalty: 10886.528320
	Iteration 9Q: 3 clusters Score -1578470 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1578636.875000 Penalty: 10886.528320
	Iteration 10Q: 3 clusters Score -1578637 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1578792.625000 Penalty: 10886.528320
	Iteration 11Q: 3 clusters Score -1578793 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1578945.750000 Penalty: 10886.528320
	Iteration 12Q: 3 clusters Score -1578946 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1579064.875000 Penalty: 10886.528320
	Iteration 13Q: 3 clusters Score -1579065 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1579159.875000 Penalty: 10886.528320
	Iteration 14Q: 3 clusters Score -1579160 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1579249.125000 Penalty: 10886.528320
	Iteration 15Q: 3 clusters Score -1579249 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1579330.750000 Penalty: 10886.528320
	Iteration 16Q: 3 clusters Score -1579331 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1579387.750000 Penalty: 10886.528320
	Iteration 17Q: 3 clusters Score -1579388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1579426.000000 Penalty: 10886.528320
	Iteration 18Q: 3 clusters Score -1579426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1579462.625000 Penalty: 10886.528320
	Iteration 19Q: 3 clusters Score -1579463 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1579491.375000 Penalty: 10886.528320
	Iteration 20F: 3 clusters Score -1579491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1579514.375000 Penalty: 10886.528320
	Iteration 21Q: 3 clusters Score -1579514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1579531.125000 Penalty: 10886.528320
	Iteration 22Q: 3 clusters Score -1579531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1579556.375000 Penalty: 10886.528320
	Iteration 23Q: 3 clusters Score -1579556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1579578.500000 Penalty: 10886.528320
	Iteration 24Q: 3 clusters Score -1579578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1579597.375000 Penalty: 10886.528320
	Iteration 25Q: 3 clusters Score -1579597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1579614.625000 Penalty: 10886.528320
	Iteration 26Q: 3 clusters Score -1579615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1579632.250000 Penalty: 10886.528320
	Iteration 27Q: 3 clusters Score -1579632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1579645.625000 Penalty: 10886.528320
	Iteration 28Q: 3 clusters Score -1579646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1579660.625000 Penalty: 10886.528320
	Iteration 29Q: 3 clusters Score -1579661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1579674.000000 Penalty: 10886.528320
	Iteration 30Q: 3 clusters Score -1579674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1579688.375000 Penalty: 10886.528320
	Iteration 31Q: 3 clusters Score -1579688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1579691.125000 Penalty: 10886.528320
	Iteration 32Q: 3 clusters Score -1579691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1579699.375000 Penalty: 10886.528320
	Iteration 33Q: 3 clusters Score -1579699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1579705.625000 Penalty: 10886.528320
	Iteration 34Q: 3 clusters Score -1579706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1579715.500000 Penalty: 10886.528320
	Iteration 35Q: 3 clusters Score -1579716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1579724.625000 Penalty: 10886.528320
	Iteration 36Q: 3 clusters Score -1579725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1579730.000000 Penalty: 10886.528320
	Iteration 37Q: 3 clusters Score -1579730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1579733.375000 Penalty: 10886.528320
	Iteration 38Q: 3 clusters Score -1579733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1579735.125000 Penalty: 10886.528320
	Iteration 39Q: 3 clusters Score -1579735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1579743.250000 Penalty: 10886.528320
	Iteration 40F: 3 clusters Score -1579743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1579742.500000 Penalty: 10886.528320
	Iteration 41Q: 3 clusters Score -1579742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1579742.500000 Penalty: 10886.528320
	Iteration 42Q: 3 clusters Score -1579742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1579743.750000 Penalty: 10886.528320
	Iteration 43Q: 3 clusters Score -1579744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1579743.625000 Penalty: 10886.528320
	Iteration 44Q: 3 clusters Score -1579744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1579743.625000 Penalty: 10886.528320
	Iteration 45F: 3 clusters Score -1579744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Entering Unmasked Estep 
Score: -3778631.500000 Penalty: 5949.208008
	Iteration 0F: 2 clusters Score -3778632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3764322.250000 Penalty: 11898.416016
	Iteration 0F: 3 clusters Score -3764322 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3767900.000000 Penalty: 11898.416016
	Iteration 1F: 3 clusters Score -3767900 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -3768461.750000 Penalty: 11898.416016
	Iteration 2F: 3 clusters Score -3768462 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -3768810.750000 Penalty: 11898.416016
	Iteration 3Q: 3 clusters Score -3768811 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -3769043.000000 Penalty: 11898.416016
	Iteration 4Q: 3 clusters Score -3769043 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -3769251.250000 Penalty: 11898.416016
	Iteration 5Q: 3 clusters Score -3769251 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3769424.000000 Penalty: 11898.416016
	Iteration 6Q: 3 clusters Score -3769424 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -3769572.000000 Penalty: 11898.416016
	Iteration 7Q: 3 clusters Score -3769572 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -3769711.250000 Penalty: 11898.416016
	Iteration 8Q: 3 clusters Score -3769711 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -3769865.750000 Penalty: 11898.416016
	Iteration 9Q: 3 clusters Score -3769866 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -3770025.250000 Penalty: 11898.416016
	Iteration 10Q: 3 clusters Score -3770025 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3770188.500000 Penalty: 11898.416016
	Iteration 11Q: 3 clusters Score -3770188 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3770349.250000 Penalty: 11898.416016
	Iteration 12Q: 3 clusters Score -3770349 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -3770540.750000 Penalty: 11898.416016
	Iteration 13Q: 3 clusters Score -3770541 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3770761.000000 Penalty: 11898.416016
	Iteration 14Q: 3 clusters Score -3770761 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -3770988.000000 Penalty: 11898.416016
	Iteration 15Q: 3 clusters Score -3770988 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -3771213.750000 Penalty: 11898.416016
	Iteration 16Q: 3 clusters Score -3771214 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3771458.750000 Penalty: 11898.416016
	Iteration 17Q: 3 clusters Score -3771459 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3771722.250000 Penalty: 11898.416016
	Iteration 18Q: 3 clusters Score -3771722 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3771981.500000 Penalty: 11898.416016
	Iteration 19Q: 3 clusters Score -3771982 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3772227.000000 Penalty: 11898.416016
	Iteration 20F: 3 clusters Score -3772227 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3772492.750000 Penalty: 11898.416016
	Iteration 21Q: 3 clusters Score -3772493 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -3772739.250000 Penalty: 11898.416016
	Iteration 22Q: 3 clusters Score -3772739 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -3772938.750000 Penalty: 11898.416016
	Iteration 23Q: 3 clusters Score -3772939 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3773104.750000 Penalty: 11898.416016
	Iteration 24Q: 3 clusters Score -3773105 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3773266.500000 Penalty: 11898.416016
	Iteration 25Q: 3 clusters Score -3773266 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3773401.000000 Penalty: 11898.416016
	Iteration 26Q: 3 clusters Score -3773401 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -3773491.250000 Penalty: 11898.416016
	Iteration 27Q: 3 clusters Score -3773491 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3773547.250000 Penalty: 11898.416016
	Iteration 28Q: 3 clusters Score -3773547 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -3773604.250000 Penalty: 11898.416016
	Iteration 29Q: 3 clusters Score -3773604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3773625.250000 Penalty: 11898.416016
	Iteration 30Q: 3 clusters Score -3773625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3773646.500000 Penalty: 11898.416016
	Iteration 31Q: 3 clusters Score -3773646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -3773670.750000 Penalty: 11898.416016
	Iteration 32Q: 3 clusters Score -3773671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -3773693.750000 Penalty: 11898.416016
	Iteration 33Q: 3 clusters Score -3773694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -3773709.750000 Penalty: 11898.416016
	Iteration 34Q: 3 clusters Score -3773710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3773741.250000 Penalty: 11898.416016
	Iteration 35Q: 3 clusters Score -3773741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3773763.250000 Penalty: 11898.416016
	Iteration 36Q: 3 clusters Score -3773763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3773777.500000 Penalty: 11898.416016
	Iteration 37Q: 3 clusters Score -3773778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3773789.750000 Penalty: 11898.416016
	Iteration 38Q: 3 clusters Score -3773790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3773799.500000 Penalty: 11898.416016
	Iteration 39Q: 3 clusters Score -3773800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -3773807.250000 Penalty: 11898.416016
	Iteration 40F: 3 clusters Score -3773807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -3773813.500000 Penalty: 11898.416016
	Iteration 41Q: 3 clusters Score -3773814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3773822.500000 Penalty: 11898.416016
	Iteration 42Q: 3 clusters Score -3773822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3773825.750000 Penalty: 11898.416016
	Iteration 43Q: 3 clusters Score -3773826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3773834.250000 Penalty: 11898.416016
	Iteration 44Q: 3 clusters Score -3773834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -3773837.250000 Penalty: 11898.416016
	Iteration 45Q: 3 clusters Score -3773837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -3773840.750000 Penalty: 11898.416016
	Iteration 46Q: 3 clusters Score -3773841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -3773840.750000 Penalty: 11898.416016
	Iteration 47F: 3 clusters Score -3773841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Entering Unmasked Estep 
Score: -2240855.500000 Penalty: 5628.458984
	Iteration 0F: 2 clusters Score -2240856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2230779.000000 Penalty: 11256.917969
	Iteration 0F: 3 clusters Score -2230779 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2232771.750000 Penalty: 11256.917969
	Iteration 1F: 3 clusters Score -2232772 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2233192.000000 Penalty: 11256.917969
	Iteration 2F: 3 clusters Score -2233192 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2233462.500000 Penalty: 11256.917969
	Iteration 3Q: 3 clusters Score -2233462 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2233618.500000 Penalty: 11256.917969
	Iteration 4Q: 3 clusters Score -2233618 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2233738.000000 Penalty: 11256.917969
	Iteration 5Q: 3 clusters Score -2233738 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2233824.000000 Penalty: 11256.917969
	Iteration 6Q: 3 clusters Score -2233824 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2233897.000000 Penalty: 11256.917969
	Iteration 7Q: 3 clusters Score -2233897 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2233942.250000 Penalty: 11256.917969
	Iteration 8Q: 3 clusters Score -2233942 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2233984.750000 Penalty: 11256.917969
	Iteration 9Q: 3 clusters Score -2233985 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2234030.000000 Penalty: 11256.917969
	Iteration 10Q: 3 clusters Score -2234030 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2234080.250000 Penalty: 11256.917969
	Iteration 11Q: 3 clusters Score -2234080 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2234109.500000 Penalty: 11256.917969
	Iteration 12Q: 3 clusters Score -2234110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2234132.750000 Penalty: 11256.917969
	Iteration 13Q: 3 clusters Score -2234133 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2234156.750000 Penalty: 11256.917969
	Iteration 14Q: 3 clusters Score -2234157 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2234177.000000 Penalty: 11256.917969
	Iteration 15Q: 3 clusters Score -2234177 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2234205.000000 Penalty: 11256.917969
	Iteration 16Q: 3 clusters Score -2234205 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2234232.250000 Penalty: 11256.917969
	Iteration 17Q: 3 clusters Score -2234232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2234258.000000 Penalty: 11256.917969
	Iteration 18Q: 3 clusters Score -2234258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2234280.750000 Penalty: 11256.917969
	Iteration 19Q: 3 clusters Score -2234281 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2234302.750000 Penalty: 11256.917969
	Iteration 20F: 3 clusters Score -2234303 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2234326.000000 Penalty: 11256.917969
	Iteration 21Q: 3 clusters Score -2234326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2234356.250000 Penalty: 11256.917969
	Iteration 22Q: 3 clusters Score -2234356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2234389.250000 Penalty: 11256.917969
	Iteration 23Q: 3 clusters Score -2234389 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2234423.000000 Penalty: 11256.917969
	Iteration 24Q: 3 clusters Score -2234423 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2234455.000000 Penalty: 11256.917969
	Iteration 25Q: 3 clusters Score -2234455 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2234493.250000 Penalty: 11256.917969
	Iteration 26Q: 3 clusters Score -2234493 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2234534.750000 Penalty: 11256.917969
	Iteration 27Q: 3 clusters Score -2234535 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2234592.000000 Penalty: 11256.917969
	Iteration 28Q: 3 clusters Score -2234592 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2234650.500000 Penalty: 11256.917969
	Iteration 29Q: 3 clusters Score -2234650 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2234731.000000 Penalty: 11256.917969
	Iteration 30Q: 3 clusters Score -2234731 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2234811.500000 Penalty: 11256.917969
	Iteration 31Q: 3 clusters Score -2234812 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2234906.500000 Penalty: 11256.917969
	Iteration 32Q: 3 clusters Score -2234906 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2235041.500000 Penalty: 11256.917969
	Iteration 33Q: 3 clusters Score -2235042 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2235212.750000 Penalty: 11256.917969
	Iteration 34Q: 3 clusters Score -2235213 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2235379.000000 Penalty: 11256.917969
	Iteration 35Q: 3 clusters Score -2235379 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2235518.250000 Penalty: 11256.917969
	Iteration 36Q: 3 clusters Score -2235518 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2235611.000000 Penalty: 11256.917969
	Iteration 37Q: 3 clusters Score -2235611 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2235681.750000 Penalty: 11256.917969
	Iteration 38Q: 3 clusters Score -2235682 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2235741.000000 Penalty: 11256.917969
	Iteration 39Q: 3 clusters Score -2235741 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2235793.000000 Penalty: 11256.917969
	Iteration 40F: 3 clusters Score -2235793 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2235827.500000 Penalty: 11256.917969
	Iteration 41Q: 3 clusters Score -2235828 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2235866.500000 Penalty: 11256.917969
	Iteration 42Q: 3 clusters Score -2235866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2235882.000000 Penalty: 11256.917969
	Iteration 43Q: 3 clusters Score -2235882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2235906.250000 Penalty: 11256.917969
	Iteration 44Q: 3 clusters Score -2235906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2235927.250000 Penalty: 11256.917969
	Iteration 45Q: 3 clusters Score -2235927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2235942.500000 Penalty: 11256.917969
	Iteration 46Q: 3 clusters Score -2235942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2235959.250000 Penalty: 11256.917969
	Iteration 47Q: 3 clusters Score -2235959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2235983.750000 Penalty: 11256.917969
	Iteration 48Q: 3 clusters Score -2235984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2235979.750000 Penalty: 11256.917969
	Iteration 49Q: 3 clusters Score -2235980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2235989.000000 Penalty: 11256.917969
	Iteration 50Q: 3 clusters Score -2235989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2235997.250000 Penalty: 11256.917969
	Iteration 51Q: 3 clusters Score -2235997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2235998.750000 Penalty: 11256.917969
	Iteration 52Q: 3 clusters Score -2235999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2236004.000000 Penalty: 11256.917969
	Iteration 53Q: 3 clusters Score -2236004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2236007.750000 Penalty: 11256.917969
	Iteration 54Q: 3 clusters Score -2236008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2236012.000000 Penalty: 11256.917969
	Iteration 55Q: 3 clusters Score -2236012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2236018.000000 Penalty: 11256.917969
	Iteration 56Q: 3 clusters Score -2236018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2236030.500000 Penalty: 11256.917969
	Iteration 57Q: 3 clusters Score -2236030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2236039.500000 Penalty: 11256.917969
	Iteration 58Q: 3 clusters Score -2236040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2236053.000000 Penalty: 11256.917969
	Iteration 59Q: 3 clusters Score -2236053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2236066.750000 Penalty: 11256.917969
	Iteration 60F: 3 clusters Score -2236067 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2236077.250000 Penalty: 11256.917969
	Iteration 61Q: 3 clusters Score -2236077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2236086.500000 Penalty: 11256.917969
	Iteration 62Q: 3 clusters Score -2236086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2236097.750000 Penalty: 11256.917969
	Iteration 63Q: 3 clusters Score -2236098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2236098.500000 Penalty: 11256.917969
	Iteration 64Q: 3 clusters Score -2236098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2236099.500000 Penalty: 11256.917969
	Iteration 65Q: 3 clusters Score -2236100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2236107.250000 Penalty: 11256.917969
	Iteration 66Q: 3 clusters Score -2236107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2236111.250000 Penalty: 11256.917969
	Iteration 67Q: 3 clusters Score -2236111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2236114.500000 Penalty: 11256.917969
	Iteration 68Q: 3 clusters Score -2236114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2236124.750000 Penalty: 11256.917969
	Iteration 69Q: 3 clusters Score -2236125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2236127.250000 Penalty: 11256.917969
	Iteration 70Q: 3 clusters Score -2236127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2236129.250000 Penalty: 11256.917969
	Iteration 71Q: 3 clusters Score -2236129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2236135.250000 Penalty: 11256.917969
	Iteration 72Q: 3 clusters Score -2236135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2236137.500000 Penalty: 11256.917969
	Iteration 73Q: 3 clusters Score -2236138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2236139.500000 Penalty: 11256.917969
	Iteration 74Q: 3 clusters Score -2236140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2236143.000000 Penalty: 11256.917969
	Iteration 75Q: 3 clusters Score -2236143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2236146.500000 Penalty: 11256.917969
	Iteration 76Q: 3 clusters Score -2236146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2236146.000000 Penalty: 11256.917969
	Iteration 77Q: 3 clusters Score -2236146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2236148.750000 Penalty: 11256.917969
	Iteration 78Q: 3 clusters Score -2236149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2236151.500000 Penalty: 11256.917969
	Iteration 79Q: 3 clusters Score -2236152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2236150.000000 Penalty: 11256.917969
	Iteration 80F: 3 clusters Score -2236150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2236154.000000 Penalty: 11256.917969
	Iteration 81Q: 3 clusters Score -2236154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2236158.000000 Penalty: 11256.917969
	Iteration 82Q: 3 clusters Score -2236158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2236156.250000 Penalty: 11256.917969
	Iteration 83Q: 3 clusters Score -2236156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2236160.000000 Penalty: 11256.917969
	Iteration 84Q: 3 clusters Score -2236160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2236163.250000 Penalty: 11256.917969
	Iteration 85Q: 3 clusters Score -2236163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2236166.000000 Penalty: 11256.917969
	Iteration 86Q: 3 clusters Score -2236166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2236165.250000 Penalty: 11256.917969
	Iteration 87Q: 3 clusters Score -2236165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2236164.250000 Penalty: 11256.917969
	Iteration 88Q: 3 clusters Score -2236164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2236168.000000 Penalty: 11256.917969
	Iteration 89Q: 3 clusters Score -2236168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2236164.750000 Penalty: 11256.917969
	Iteration 90Q: 3 clusters Score -2236165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2236164.750000 Penalty: 11256.917969
	Iteration 91F: 3 clusters Score -2236165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -99598.164062 Penalty: 3958.605469
	Iteration 0F: 2 clusters Score -99598.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -96083.632812 Penalty: 7917.210938
	Iteration 0F: 3 clusters Score -96083.63 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -96688.976562 Penalty: 7917.210938
	Iteration 1F: 3 clusters Score -96688.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -97254.195312 Penalty: 7917.210938
	Iteration 2F: 3 clusters Score -97254.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -97758.937500 Penalty: 7917.210938
	Iteration 3F: 3 clusters Score -97758.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -97974.343750 Penalty: 7917.210938
	Iteration 4Q: 3 clusters Score -97974.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -98161.859375 Penalty: 7917.210938
	Iteration 5Q: 3 clusters Score -98161.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -98254.859375 Penalty: 7917.210938
	Iteration 6Q: 3 clusters Score -98254.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -98405.023438 Penalty: 7917.210938
	Iteration 7Q: 3 clusters Score -98405.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -98508.187500 Penalty: 7917.210938
	Iteration 8Q: 3 clusters Score -98508.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -98544.585938 Penalty: 7917.210938
	Iteration 9Q: 3 clusters Score -98544.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -98591.437500 Penalty: 7917.210938
	Iteration 10Q: 3 clusters Score -98591.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -98620.000000 Penalty: 7917.210938
	Iteration 11Q: 3 clusters Score -98620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -98622.218750 Penalty: 7917.210938
	Iteration 12Q: 3 clusters Score -98622.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -98625.015625 Penalty: 7917.210938
	Iteration 13F: 3 clusters Score -98625.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -98631.843750 Penalty: 7917.210938
	Iteration 14Q: 3 clusters Score -98631.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -98634.828125 Penalty: 7917.210938
	Iteration 15Q: 3 clusters Score -98634.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -98640.375000 Penalty: 7917.210938
	Iteration 16Q: 3 clusters Score -98640.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -98645.531250 Penalty: 7917.210938
	Iteration 17Q: 3 clusters Score -98645.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -98655.976562 Penalty: 7917.210938
	Iteration 18Q: 3 clusters Score -98655.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -98669.468750 Penalty: 7917.210938
	Iteration 19Q: 3 clusters Score -98669.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -98675.742188 Penalty: 7917.210938
	Iteration 20F: 3 clusters Score -98675.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -226112.546875 Penalty: 4245.526367
	Iteration 0F: 2 clusters Score -226112.5 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 538 members 
Entering Unmasked Estep 
Score: -221981.093750 Penalty: 8491.052734
	Iteration 0F: 3 clusters Score -221981.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -222281.843750 Penalty: 8491.052734
	Iteration 1F: 3 clusters Score -222281.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -222370.546875 Penalty: 8491.052734
	Iteration 2Q: 3 clusters Score -222370.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -222423.140625 Penalty: 8491.052734
	Iteration 3Q: 3 clusters Score -222423.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -222442.140625 Penalty: 8491.052734
	Iteration 4Q: 3 clusters Score -222442.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -222453.718750 Penalty: 8491.052734
	Iteration 5Q: 3 clusters Score -222453.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -222477.453125 Penalty: 8491.052734
	Iteration 6Q: 3 clusters Score -222477.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -222497.312500 Penalty: 8491.052734
	Iteration 7Q: 3 clusters Score -222497.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -222512.031250 Penalty: 8491.052734
	Iteration 8Q: 3 clusters Score -222512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -222525.921875 Penalty: 8491.052734
	Iteration 9Q: 3 clusters Score -222525.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -222528.984375 Penalty: 8491.052734
	Iteration 10Q: 3 clusters Score -222529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -222528.984375 Penalty: 8491.052734
	Iteration 11F: 3 clusters Score -222529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Entering Unmasked Estep 
Score: -2303043.250000 Penalty: 5645.302246
	Iteration 0F: 2 clusters Score -2303043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2292694.750000 Penalty: 11290.604492
	Iteration 0F: 3 clusters Score -2292695 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2294873.250000 Penalty: 11290.604492
	Iteration 1F: 3 clusters Score -2294873 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2295344.500000 Penalty: 11290.604492
	Iteration 2F: 3 clusters Score -2295344 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2295600.500000 Penalty: 11290.604492
	Iteration 3Q: 3 clusters Score -2295600 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2295750.250000 Penalty: 11290.604492
	Iteration 4Q: 3 clusters Score -2295750 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2295846.750000 Penalty: 11290.604492
	Iteration 5Q: 3 clusters Score -2295847 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2295930.000000 Penalty: 11290.604492
	Iteration 6Q: 3 clusters Score -2295930 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2295998.500000 Penalty: 11290.604492
	Iteration 7Q: 3 clusters Score -2295998 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2296055.750000 Penalty: 11290.604492
	Iteration 8Q: 3 clusters Score -2296056 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2296108.000000 Penalty: 11290.604492
	Iteration 9Q: 3 clusters Score -2296108 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2296157.750000 Penalty: 11290.604492
	Iteration 10Q: 3 clusters Score -2296158 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2296196.750000 Penalty: 11290.604492
	Iteration 11Q: 3 clusters Score -2296197 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2296243.750000 Penalty: 11290.604492
	Iteration 12Q: 3 clusters Score -2296244 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2296289.250000 Penalty: 11290.604492
	Iteration 13Q: 3 clusters Score -2296289 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2296317.500000 Penalty: 11290.604492
	Iteration 14Q: 3 clusters Score -2296318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2296346.500000 Penalty: 11290.604492
	Iteration 15Q: 3 clusters Score -2296346 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2296381.000000 Penalty: 11290.604492
	Iteration 16Q: 3 clusters Score -2296381 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2296424.500000 Penalty: 11290.604492
	Iteration 17Q: 3 clusters Score -2296424 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2296458.250000 Penalty: 11290.604492
	Iteration 18Q: 3 clusters Score -2296458 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2296492.750000 Penalty: 11290.604492
	Iteration 19Q: 3 clusters Score -2296493 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2296527.500000 Penalty: 11290.604492
	Iteration 20F: 3 clusters Score -2296528 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2296561.750000 Penalty: 11290.604492
	Iteration 21Q: 3 clusters Score -2296562 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2296604.750000 Penalty: 11290.604492
	Iteration 22Q: 3 clusters Score -2296605 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2296634.750000 Penalty: 11290.604492
	Iteration 23Q: 3 clusters Score -2296635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2296666.000000 Penalty: 11290.604492
	Iteration 24Q: 3 clusters Score -2296666 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2296697.750000 Penalty: 11290.604492
	Iteration 25Q: 3 clusters Score -2296698 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2296727.250000 Penalty: 11290.604492
	Iteration 26Q: 3 clusters Score -2296727 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2296750.250000 Penalty: 11290.604492
	Iteration 27Q: 3 clusters Score -2296750 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2296791.250000 Penalty: 11290.604492
	Iteration 28Q: 3 clusters Score -2296791 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2296817.750000 Penalty: 11290.604492
	Iteration 29Q: 3 clusters Score -2296818 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2296843.000000 Penalty: 11290.604492
	Iteration 30Q: 3 clusters Score -2296843 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2296874.000000 Penalty: 11290.604492
	Iteration 31Q: 3 clusters Score -2296874 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2296908.750000 Penalty: 11290.604492
	Iteration 32Q: 3 clusters Score -2296909 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2296959.250000 Penalty: 11290.604492
	Iteration 33Q: 3 clusters Score -2296959 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2296990.750000 Penalty: 11290.604492
	Iteration 34Q: 3 clusters Score -2296991 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2297048.000000 Penalty: 11290.604492
	Iteration 35Q: 3 clusters Score -2297048 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2297103.250000 Penalty: 11290.604492
	Iteration 36Q: 3 clusters Score -2297103 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2297167.000000 Penalty: 11290.604492
	Iteration 37Q: 3 clusters Score -2297167 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2297223.250000 Penalty: 11290.604492
	Iteration 38Q: 3 clusters Score -2297223 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2297287.500000 Penalty: 11290.604492
	Iteration 39Q: 3 clusters Score -2297288 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2297337.250000 Penalty: 11290.604492
	Iteration 40F: 3 clusters Score -2297337 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2297396.500000 Penalty: 11290.604492
	Iteration 41Q: 3 clusters Score -2297396 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2297461.250000 Penalty: 11290.604492
	Iteration 42Q: 3 clusters Score -2297461 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2297523.250000 Penalty: 11290.604492
	Iteration 43Q: 3 clusters Score -2297523 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2297576.000000 Penalty: 11290.604492
	Iteration 44Q: 3 clusters Score -2297576 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2297643.750000 Penalty: 11290.604492
	Iteration 45Q: 3 clusters Score -2297644 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2297717.750000 Penalty: 11290.604492
	Iteration 46Q: 3 clusters Score -2297718 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2297815.750000 Penalty: 11290.604492
	Iteration 47Q: 3 clusters Score -2297816 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2297940.500000 Penalty: 11290.604492
	Iteration 48Q: 3 clusters Score -2297940 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2298075.750000 Penalty: 11290.604492
	Iteration 49Q: 3 clusters Score -2298076 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2298220.250000 Penalty: 11290.604492
	Iteration 50Q: 3 clusters Score -2298220 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2298325.500000 Penalty: 11290.604492
	Iteration 51Q: 3 clusters Score -2298326 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2298403.750000 Penalty: 11290.604492
	Iteration 52Q: 3 clusters Score -2298404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2298458.250000 Penalty: 11290.604492
	Iteration 53Q: 3 clusters Score -2298458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2298486.000000 Penalty: 11290.604492
	Iteration 54Q: 3 clusters Score -2298486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2298509.750000 Penalty: 11290.604492
	Iteration 55Q: 3 clusters Score -2298510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2298529.250000 Penalty: 11290.604492
	Iteration 56Q: 3 clusters Score -2298529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2298535.750000 Penalty: 11290.604492
	Iteration 57Q: 3 clusters Score -2298536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2298543.000000 Penalty: 11290.604492
	Iteration 58Q: 3 clusters Score -2298543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2298556.750000 Penalty: 11290.604492
	Iteration 59Q: 3 clusters Score -2298557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2298565.750000 Penalty: 11290.604492
	Iteration 60F: 3 clusters Score -2298566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2298566.500000 Penalty: 11290.604492
	Iteration 61Q: 3 clusters Score -2298566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2298569.500000 Penalty: 11290.604492
	Iteration 62Q: 3 clusters Score -2298570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2298573.750000 Penalty: 11290.604492
	Iteration 63Q: 3 clusters Score -2298574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2298584.000000 Penalty: 11290.604492
	Iteration 64Q: 3 clusters Score -2298584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2298589.000000 Penalty: 11290.604492
	Iteration 65Q: 3 clusters Score -2298589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2298594.000000 Penalty: 11290.604492
	Iteration 66Q: 3 clusters Score -2298594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2298593.750000 Penalty: 11290.604492
	Iteration 67Q: 3 clusters Score -2298594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2298596.750000 Penalty: 11290.604492
	Iteration 68Q: 3 clusters Score -2298597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2298595.500000 Penalty: 11290.604492
	Iteration 69Q: 3 clusters Score -2298596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2298596.250000 Penalty: 11290.604492
	Iteration 70Q: 3 clusters Score -2298596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2298592.750000 Penalty: 11290.604492
	Iteration 71Q: 3 clusters Score -2298593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2298592.750000 Penalty: 11290.604492
	Iteration 72F: 3 clusters Score -2298593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (108014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108014 members 
Entering Unmasked Estep 
Score: -24848026.000000 Penalty: 7098.885254
	Iteration 0F: 2 clusters Score -2.484803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -24775044.000000 Penalty: 14197.770508
	Iteration 0F: 3 clusters Score -2.477504e+07 nChanged 49453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -24802994.000000 Penalty: 14197.770508
	Iteration 1F: 3 clusters Score -2.480299e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -24804870.000000 Penalty: 14197.770508
	Iteration 2Q: 3 clusters Score -2.480487e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -24807292.000000 Penalty: 14197.770508
	Iteration 3Q: 3 clusters Score -2.480729e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -24810264.000000 Penalty: 14197.770508
	Iteration 4F: 3 clusters Score -2.481026e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -24813654.000000 Penalty: 14197.770508
	Iteration 5F: 3 clusters Score -2.481365e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -24817020.000000 Penalty: 14197.770508
	Iteration 6F: 3 clusters Score -2.481702e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -24819740.000000 Penalty: 14197.770508
	Iteration 7F: 3 clusters Score -2.481974e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -24822058.000000 Penalty: 14197.770508
	Iteration 8F: 3 clusters Score -2.482206e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -24823866.000000 Penalty: 14197.770508
	Iteration 9Q: 3 clusters Score -2.482387e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -24825208.000000 Penalty: 14197.770508
	Iteration 10Q: 3 clusters Score -2.482521e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -24826578.000000 Penalty: 14197.770508
	Iteration 11Q: 3 clusters Score -2.482658e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -24827792.000000 Penalty: 14197.770508
	Iteration 12Q: 3 clusters Score -2.482779e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63934 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -24828782.000000 Penalty: 14197.770508
	Iteration 13Q: 3 clusters Score -2.482878e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -24830010.000000 Penalty: 14197.770508
	Iteration 14Q: 3 clusters Score -2.483001e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -24831110.000000 Penalty: 14197.770508
	Iteration 15Q: 3 clusters Score -2.483111e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70821 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -24832130.000000 Penalty: 14197.770508
	Iteration 16Q: 3 clusters Score -2.483213e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73084 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -24833078.000000 Penalty: 14197.770508
	Iteration 17Q: 3 clusters Score -2.483308e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75289 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -24833954.000000 Penalty: 14197.770508
	Iteration 18Q: 3 clusters Score -2.483395e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77454 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -24834706.000000 Penalty: 14197.770508
	Iteration 19Q: 3 clusters Score -2.483471e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79467 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -24835332.000000 Penalty: 14197.770508
	Iteration 20F: 3 clusters Score -2.483533e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81438 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -24835924.000000 Penalty: 14197.770508
	Iteration 21Q: 3 clusters Score -2.483592e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -24836642.000000 Penalty: 14197.770508
	Iteration 22Q: 3 clusters Score -2.483664e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85322 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -24837348.000000 Penalty: 14197.770508
	Iteration 23Q: 3 clusters Score -2.483735e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -24837882.000000 Penalty: 14197.770508
	Iteration 24Q: 3 clusters Score -2.483788e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89065 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -24838692.000000 Penalty: 14197.770508
	Iteration 25Q: 3 clusters Score -2.483869e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90867 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -24839428.000000 Penalty: 14197.770508
	Iteration 26Q: 3 clusters Score -2.483943e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -24840260.000000 Penalty: 14197.770508
	Iteration 27Q: 3 clusters Score -2.484026e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94232 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -24841000.000000 Penalty: 14197.770508
	Iteration 28Q: 3 clusters Score -2.4841e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95838 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -24841610.000000 Penalty: 14197.770508
	Iteration 29Q: 3 clusters Score -2.484161e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97290 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -24842316.000000 Penalty: 14197.770508
	Iteration 30Q: 3 clusters Score -2.484232e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98592 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -24842900.000000 Penalty: 14197.770508
	Iteration 31Q: 3 clusters Score -2.48429e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99720 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -24843406.000000 Penalty: 14197.770508
	Iteration 32Q: 3 clusters Score -2.484341e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100645 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -24843928.000000 Penalty: 14197.770508
	Iteration 33Q: 3 clusters Score -2.484393e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101456 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -24844280.000000 Penalty: 14197.770508
	Iteration 34Q: 3 clusters Score -2.484428e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -24844608.000000 Penalty: 14197.770508
	Iteration 35Q: 3 clusters Score -2.484461e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102665 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -24844940.000000 Penalty: 14197.770508
	Iteration 36Q: 3 clusters Score -2.484494e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103090 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -24845250.000000 Penalty: 14197.770508
	Iteration 37Q: 3 clusters Score -2.484525e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103410 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -24845510.000000 Penalty: 14197.770508
	Iteration 38Q: 3 clusters Score -2.484551e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103657 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -24845748.000000 Penalty: 14197.770508
	Iteration 39Q: 3 clusters Score -2.484575e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103834 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -24845892.000000 Penalty: 14197.770508
	Iteration 40F: 3 clusters Score -2.484589e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103976 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -24845964.000000 Penalty: 14197.770508
	Iteration 41Q: 3 clusters Score -2.484596e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104070 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -24845952.000000 Penalty: 14197.770508
	Iteration 42Q: 3 clusters Score -2.484595e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104138 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -24845962.000000 Penalty: 14197.770508
	Iteration 43Q: 3 clusters Score -2.484596e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104200 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -24846004.000000 Penalty: 14197.770508
	Iteration 44Q: 3 clusters Score -2.4846e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104245 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -24846050.000000 Penalty: 14197.770508
	Iteration 45Q: 3 clusters Score -2.484605e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104268 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -24846042.000000 Penalty: 14197.770508
	Iteration 46Q: 3 clusters Score -2.484604e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104292 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -24846042.000000 Penalty: 14197.770508
	Iteration 47Q: 3 clusters Score -2.484604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104313 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -24846044.000000 Penalty: 14197.770508
	Iteration 48Q: 3 clusters Score -2.484604e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104335 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -24846064.000000 Penalty: 14197.770508
	Iteration 49Q: 3 clusters Score -2.484606e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104358 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -24846088.000000 Penalty: 14197.770508
	Iteration 50Q: 3 clusters Score -2.484609e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104372 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -24846082.000000 Penalty: 14197.770508
	Iteration 51Q: 3 clusters Score -2.484608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104388 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -24846094.000000 Penalty: 14197.770508
	Iteration 52Q: 3 clusters Score -2.484609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104393 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -24846118.000000 Penalty: 14197.770508
	Iteration 53Q: 3 clusters Score -2.484612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104400 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -24846114.000000 Penalty: 14197.770508
	Iteration 54Q: 3 clusters Score -2.484611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104408 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -24846118.000000 Penalty: 14197.770508
	Iteration 55Q: 3 clusters Score -2.484612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104412 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -24846104.000000 Penalty: 14197.770508
	Iteration 56Q: 3 clusters Score -2.48461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104419 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -24846120.000000 Penalty: 14197.770508
	Iteration 57Q: 3 clusters Score -2.484612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -24846100.000000 Penalty: 14197.770508
	Iteration 58Q: 3 clusters Score -2.48461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104429 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -24846118.000000 Penalty: 14197.770508
	Iteration 59Q: 3 clusters Score -2.484612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104434 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -24846120.000000 Penalty: 14197.770508
	Iteration 60F: 3 clusters Score -2.484612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104435 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -24846114.000000 Penalty: 14197.770508
	Iteration 61Q: 3 clusters Score -2.484611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104435 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -24846112.000000 Penalty: 14197.770508
	Iteration 62Q: 3 clusters Score -2.484611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -24846118.000000 Penalty: 14197.770508
	Iteration 63Q: 3 clusters Score -2.484612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -24846118.000000 Penalty: 14197.770508
	Iteration 64F: 3 clusters Score -2.484612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -73306.273438 Penalty: 3639.964844
	Iteration 0F: 2 clusters Score -73306.27 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 175 members 
Entering Unmasked Estep 
Score: -70319.281250 Penalty: 7279.929688
	Iteration 0F: 3 clusters Score -70319.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -70698.125000 Penalty: 7279.929688
	Iteration 1F: 3 clusters Score -70698.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -70896.906250 Penalty: 7279.929688
	Iteration 2Q: 3 clusters Score -70896.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -70967.085938 Penalty: 7279.929688
	Iteration 3Q: 3 clusters Score -70967.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -70984.484375 Penalty: 7279.929688
	Iteration 4Q: 3 clusters Score -70984.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -70984.484375 Penalty: 7279.929688
	Iteration 5F: 3 clusters Score -70984.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Entering Unmasked Estep 
Score: -3503739.000000 Penalty: 5905.601074
	Iteration 0F: 2 clusters Score -3503739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -3490167.250000 Penalty: 11811.202148
	Iteration 0F: 3 clusters Score -3490167 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -3493448.750000 Penalty: 11811.202148
	Iteration 1F: 3 clusters Score -3493449 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -3494099.000000 Penalty: 11811.202148
	Iteration 2F: 3 clusters Score -3494099 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -3494593.500000 Penalty: 11811.202148
	Iteration 3F: 3 clusters Score -3494594 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -3494989.000000 Penalty: 11811.202148
	Iteration 4Q: 3 clusters Score -3494989 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -3495354.000000 Penalty: 11811.202148
	Iteration 5Q: 3 clusters Score -3495354 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -3495710.750000 Penalty: 11811.202148
	Iteration 6Q: 3 clusters Score -3495711 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -3496062.000000 Penalty: 11811.202148
	Iteration 7Q: 3 clusters Score -3496062 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3496334.000000 Penalty: 11811.202148
	Iteration 8Q: 3 clusters Score -3496334 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3496576.000000 Penalty: 11811.202148
	Iteration 9Q: 3 clusters Score -3496576 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3496791.500000 Penalty: 11811.202148
	Iteration 10Q: 3 clusters Score -3496792 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -3496954.250000 Penalty: 11811.202148
	Iteration 11Q: 3 clusters Score -3496954 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -3497106.500000 Penalty: 11811.202148
	Iteration 12Q: 3 clusters Score -3497106 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3497245.250000 Penalty: 11811.202148
	Iteration 13Q: 3 clusters Score -3497245 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -3497360.000000 Penalty: 11811.202148
	Iteration 14Q: 3 clusters Score -3497360 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -3497465.750000 Penalty: 11811.202148
	Iteration 15Q: 3 clusters Score -3497466 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3497572.250000 Penalty: 11811.202148
	Iteration 16Q: 3 clusters Score -3497572 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3497664.000000 Penalty: 11811.202148
	Iteration 17Q: 3 clusters Score -3497664 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -3497751.750000 Penalty: 11811.202148
	Iteration 18Q: 3 clusters Score -3497752 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -3497825.000000 Penalty: 11811.202148
	Iteration 19Q: 3 clusters Score -3497825 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -3497894.750000 Penalty: 11811.202148
	Iteration 20F: 3 clusters Score -3497895 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3497972.750000 Penalty: 11811.202148
	Iteration 21Q: 3 clusters Score -3497973 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -3498014.250000 Penalty: 11811.202148
	Iteration 22Q: 3 clusters Score -3498014 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3498064.250000 Penalty: 11811.202148
	Iteration 23Q: 3 clusters Score -3498064 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -3498098.250000 Penalty: 11811.202148
	Iteration 24Q: 3 clusters Score -3498098 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3498139.500000 Penalty: 11811.202148
	Iteration 25Q: 3 clusters Score -3498140 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3498181.500000 Penalty: 11811.202148
	Iteration 26Q: 3 clusters Score -3498182 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3498208.500000 Penalty: 11811.202148
	Iteration 27Q: 3 clusters Score -3498208 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3498250.000000 Penalty: 11811.202148
	Iteration 28Q: 3 clusters Score -3498250 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -3498279.500000 Penalty: 11811.202148
	Iteration 29Q: 3 clusters Score -3498280 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3498310.750000 Penalty: 11811.202148
	Iteration 30Q: 3 clusters Score -3498311 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3498360.000000 Penalty: 11811.202148
	Iteration 31Q: 3 clusters Score -3498360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -3498388.500000 Penalty: 11811.202148
	Iteration 32Q: 3 clusters Score -3498388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3498426.250000 Penalty: 11811.202148
	Iteration 33Q: 3 clusters Score -3498426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3498460.500000 Penalty: 11811.202148
	Iteration 34Q: 3 clusters Score -3498460 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3498489.250000 Penalty: 11811.202148
	Iteration 35Q: 3 clusters Score -3498489 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -3498496.750000 Penalty: 11811.202148
	Iteration 36Q: 3 clusters Score -3498497 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3498528.500000 Penalty: 11811.202148
	Iteration 37Q: 3 clusters Score -3498528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3498539.750000 Penalty: 11811.202148
	Iteration 38Q: 3 clusters Score -3498540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -3498553.500000 Penalty: 11811.202148
	Iteration 39Q: 3 clusters Score -3498554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3498580.000000 Penalty: 11811.202148
	Iteration 40F: 3 clusters Score -3498580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3498590.000000 Penalty: 11811.202148
	Iteration 41Q: 3 clusters Score -3498590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3498607.250000 Penalty: 11811.202148
	Iteration 42Q: 3 clusters Score -3498607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3498621.500000 Penalty: 11811.202148
	Iteration 43Q: 3 clusters Score -3498622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -3498632.750000 Penalty: 11811.202148
	Iteration 44Q: 3 clusters Score -3498633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3498637.500000 Penalty: 11811.202148
	Iteration 45Q: 3 clusters Score -3498638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3498655.750000 Penalty: 11811.202148
	Iteration 46Q: 3 clusters Score -3498656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3498665.500000 Penalty: 11811.202148
	Iteration 47Q: 3 clusters Score -3498666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3498688.750000 Penalty: 11811.202148
	Iteration 48Q: 3 clusters Score -3498689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -3498697.750000 Penalty: 11811.202148
	Iteration 49Q: 3 clusters Score -3498698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -3498712.000000 Penalty: 11811.202148
	Iteration 50Q: 3 clusters Score -3498712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3498735.500000 Penalty: 11811.202148
	Iteration 51Q: 3 clusters Score -3498736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3498748.000000 Penalty: 11811.202148
	Iteration 52Q: 3 clusters Score -3498748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -3498775.000000 Penalty: 11811.202148
	Iteration 53Q: 3 clusters Score -3498775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3498790.000000 Penalty: 11811.202148
	Iteration 54Q: 3 clusters Score -3498790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -3498802.250000 Penalty: 11811.202148
	Iteration 55Q: 3 clusters Score -3498802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -3498810.750000 Penalty: 11811.202148
	Iteration 56Q: 3 clusters Score -3498811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -3498810.000000 Penalty: 11811.202148
	Iteration 57Q: 3 clusters Score -3498810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3498816.000000 Penalty: 11811.202148
	Iteration 58Q: 3 clusters Score -3498816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -3498816.250000 Penalty: 11811.202148
	Iteration 59Q: 3 clusters Score -3498816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3498823.250000 Penalty: 11811.202148
	Iteration 60F: 3 clusters Score -3498823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3498818.500000 Penalty: 11811.202148
	Iteration 61Q: 3 clusters Score -3498818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3498826.250000 Penalty: 11811.202148
	Iteration 62Q: 3 clusters Score -3498826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3498829.250000 Penalty: 11811.202148
	Iteration 63Q: 3 clusters Score -3498829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3498836.500000 Penalty: 11811.202148
	Iteration 64Q: 3 clusters Score -3498836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3498846.750000 Penalty: 11811.202148
	Iteration 65Q: 3 clusters Score -3498847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3498844.500000 Penalty: 11811.202148
	Iteration 66Q: 3 clusters Score -3498844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3498844.000000 Penalty: 11811.202148
	Iteration 67Q: 3 clusters Score -3498844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3498843.750000 Penalty: 11811.202148
	Iteration 68Q: 3 clusters Score -3498844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3498849.000000 Penalty: 11811.202148
	Iteration 69Q: 3 clusters Score -3498849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3498849.000000 Penalty: 11811.202148
	Iteration 70Q: 3 clusters Score -3498849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3498844.000000 Penalty: 11811.202148
	Iteration 71Q: 3 clusters Score -3498844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3498847.250000 Penalty: 11811.202148
	Iteration 72Q: 3 clusters Score -3498847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3498849.000000 Penalty: 11811.202148
	Iteration 73Q: 3 clusters Score -3498849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3498856.250000 Penalty: 11811.202148
	Iteration 74Q: 3 clusters Score -3498856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3498857.750000 Penalty: 11811.202148
	Iteration 75Q: 3 clusters Score -3498858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3498857.500000 Penalty: 11811.202148
	Iteration 76Q: 3 clusters Score -3498858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -3498860.500000 Penalty: 11811.202148
	Iteration 77Q: 3 clusters Score -3498860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -3498872.000000 Penalty: 11811.202148
	Iteration 78Q: 3 clusters Score -3498872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3498874.250000 Penalty: 11811.202148
	Iteration 79Q: 3 clusters Score -3498874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3498877.750000 Penalty: 11811.202148
	Iteration 80F: 3 clusters Score -3498878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3498886.250000 Penalty: 11811.202148
	Iteration 81Q: 3 clusters Score -3498886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3498882.000000 Penalty: 11811.202148
	Iteration 82Q: 3 clusters Score -3498882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -3498882.500000 Penalty: 11811.202148
	Iteration 83Q: 3 clusters Score -3498882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3498885.250000 Penalty: 11811.202148
	Iteration 84Q: 3 clusters Score -3498885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3498891.750000 Penalty: 11811.202148
	Iteration 85Q: 3 clusters Score -3498892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3498889.750000 Penalty: 11811.202148
	Iteration 86Q: 3 clusters Score -3498890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3498890.750000 Penalty: 11811.202148
	Iteration 87Q: 3 clusters Score -3498891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3498890.000000 Penalty: 11811.202148
	Iteration 88Q: 3 clusters Score -3498890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3498890.000000 Penalty: 11811.202148
	Iteration 89F: 3 clusters Score -3498890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Entering Unmasked Estep 
Score: -6859445.000000 Penalty: 6317.186523
	Iteration 0F: 2 clusters Score -6859445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -6836604.500000 Penalty: 12634.373047
	Iteration 0F: 3 clusters Score -6836604 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -6843505.500000 Penalty: 12634.373047
	Iteration 1F: 3 clusters Score -6843506 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -6844492.500000 Penalty: 12634.373047
	Iteration 2F: 3 clusters Score -6844492 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -6845336.000000 Penalty: 12634.373047
	Iteration 3F: 3 clusters Score -6845336 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -6846099.000000 Penalty: 12634.373047
	Iteration 4F: 3 clusters Score -6846099 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -6846985.500000 Penalty: 12634.373047
	Iteration 5Q: 3 clusters Score -6846986 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -6848023.500000 Penalty: 12634.373047
	Iteration 6Q: 3 clusters Score -6848024 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -6849152.500000 Penalty: 12634.373047
	Iteration 7F: 3 clusters Score -6849152 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -6850116.500000 Penalty: 12634.373047
	Iteration 8Q: 3 clusters Score -6850116 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -6850755.500000 Penalty: 12634.373047
	Iteration 9Q: 3 clusters Score -6850756 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -6851270.000000 Penalty: 12634.373047
	Iteration 10Q: 3 clusters Score -6851270 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -6851623.000000 Penalty: 12634.373047
	Iteration 11Q: 3 clusters Score -6851623 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -6851917.000000 Penalty: 12634.373047
	Iteration 12Q: 3 clusters Score -6851917 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -6852138.500000 Penalty: 12634.373047
	Iteration 13Q: 3 clusters Score -6852138 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -6852402.000000 Penalty: 12634.373047
	Iteration 14Q: 3 clusters Score -6852402 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -6852633.500000 Penalty: 12634.373047
	Iteration 15Q: 3 clusters Score -6852634 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -6852950.500000 Penalty: 12634.373047
	Iteration 16Q: 3 clusters Score -6852950 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -6853444.000000 Penalty: 12634.373047
	Iteration 17Q: 3 clusters Score -6853444 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -6854126.000000 Penalty: 12634.373047
	Iteration 18Q: 3 clusters Score -6854126 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -6855009.500000 Penalty: 12634.373047
	Iteration 19Q: 3 clusters Score -6855010 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -6856072.000000 Penalty: 12634.373047
	Iteration 20F: 3 clusters Score -6856072 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -6857000.000000 Penalty: 12634.373047
	Iteration 21Q: 3 clusters Score -6857000 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -6857614.000000 Penalty: 12634.373047
	Iteration 22Q: 3 clusters Score -6857614 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -6857960.000000 Penalty: 12634.373047
	Iteration 23Q: 3 clusters Score -6857960 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -6858123.500000 Penalty: 12634.373047
	Iteration 24Q: 3 clusters Score -6858124 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -6858164.000000 Penalty: 12634.373047
	Iteration 25Q: 3 clusters Score -6858164 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -6858184.000000 Penalty: 12634.373047
	Iteration 26Q: 3 clusters Score -6858184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -6858209.500000 Penalty: 12634.373047
	Iteration 27Q: 3 clusters Score -6858210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -6858211.000000 Penalty: 12634.373047
	Iteration 28Q: 3 clusters Score -6858211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -6858228.500000 Penalty: 12634.373047
	Iteration 29Q: 3 clusters Score -6858228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -6858239.500000 Penalty: 12634.373047
	Iteration 30Q: 3 clusters Score -6858240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -6858238.000000 Penalty: 12634.373047
	Iteration 31Q: 3 clusters Score -6858238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -6858252.000000 Penalty: 12634.373047
	Iteration 32Q: 3 clusters Score -6858252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -6858248.500000 Penalty: 12634.373047
	Iteration 33Q: 3 clusters Score -6858248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -6858234.500000 Penalty: 12634.373047
	Iteration 34Q: 3 clusters Score -6858234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -6858238.000000 Penalty: 12634.373047
	Iteration 35Q: 3 clusters Score -6858238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -6858239.500000 Penalty: 12634.373047
	Iteration 36Q: 3 clusters Score -6858240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -6858243.500000 Penalty: 12634.373047
	Iteration 37Q: 3 clusters Score -6858244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -6858245.500000 Penalty: 12634.373047
	Iteration 38Q: 3 clusters Score -6858246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -6858249.000000 Penalty: 12634.373047
	Iteration 39Q: 3 clusters Score -6858249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -6858241.500000 Penalty: 12634.373047
	Iteration 40F: 3 clusters Score -6858242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -6858245.000000 Penalty: 12634.373047
	Iteration 41Q: 3 clusters Score -6858245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -6858239.500000 Penalty: 12634.373047
	Iteration 42Q: 3 clusters Score -6858240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -6858241.500000 Penalty: 12634.373047
	Iteration 43Q: 3 clusters Score -6858242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -6858238.500000 Penalty: 12634.373047
	Iteration 44Q: 3 clusters Score -6858238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -6858238.500000 Penalty: 12634.373047
	Iteration 45F: 3 clusters Score -6858238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Entering Unmasked Estep 
Score: -886992.562500 Penalty: 5087.108887
	Iteration 0F: 2 clusters Score -886992.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -880524.937500 Penalty: 10174.217773
	Iteration 0F: 3 clusters Score -880524.9 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -881494.000000 Penalty: 10174.217773
	Iteration 1F: 3 clusters Score -881494 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -881763.062500 Penalty: 10174.217773
	Iteration 2F: 3 clusters Score -881763.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -881914.250000 Penalty: 10174.217773
	Iteration 3Q: 3 clusters Score -881914.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -882009.250000 Penalty: 10174.217773
	Iteration 4Q: 3 clusters Score -882009.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -882074.187500 Penalty: 10174.217773
	Iteration 5Q: 3 clusters Score -882074.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -882121.250000 Penalty: 10174.217773
	Iteration 6Q: 3 clusters Score -882121.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -882144.437500 Penalty: 10174.217773
	Iteration 7Q: 3 clusters Score -882144.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -882162.812500 Penalty: 10174.217773
	Iteration 8Q: 3 clusters Score -882162.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -882176.562500 Penalty: 10174.217773
	Iteration 9Q: 3 clusters Score -882176.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -882192.062500 Penalty: 10174.217773
	Iteration 10Q: 3 clusters Score -882192.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -882201.687500 Penalty: 10174.217773
	Iteration 11Q: 3 clusters Score -882201.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -882207.375000 Penalty: 10174.217773
	Iteration 12Q: 3 clusters Score -882207.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -882214.750000 Penalty: 10174.217773
	Iteration 13Q: 3 clusters Score -882214.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -882221.562500 Penalty: 10174.217773
	Iteration 14Q: 3 clusters Score -882221.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -882227.187500 Penalty: 10174.217773
	Iteration 15Q: 3 clusters Score -882227.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -882229.500000 Penalty: 10174.217773
	Iteration 16Q: 3 clusters Score -882229.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -882233.875000 Penalty: 10174.217773
	Iteration 17Q: 3 clusters Score -882233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -882238.187500 Penalty: 10174.217773
	Iteration 18Q: 3 clusters Score -882238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -882238.250000 Penalty: 10174.217773
	Iteration 19Q: 3 clusters Score -882238.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -882238.250000 Penalty: 10174.217773
	Iteration 20F: 3 clusters Score -882238.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Entering Unmasked Estep 
Score: -8802519.000000 Penalty: 6469.853516
	Iteration 0F: 2 clusters Score -8802519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -8774279.000000 Penalty: 12939.707031
	Iteration 0F: 3 clusters Score -8774279 nChanged 16616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -8782941.000000 Penalty: 12939.707031
	Iteration 1F: 3 clusters Score -8782941 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -8783692.000000 Penalty: 12939.707031
	Iteration 2F: 3 clusters Score -8783692 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -8784280.000000 Penalty: 12939.707031
	Iteration 3Q: 3 clusters Score -8784280 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -8784717.000000 Penalty: 12939.707031
	Iteration 4Q: 3 clusters Score -8784717 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -8785098.000000 Penalty: 12939.707031
	Iteration 5Q: 3 clusters Score -8785098 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -8785468.000000 Penalty: 12939.707031
	Iteration 6Q: 3 clusters Score -8785468 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -8785859.000000 Penalty: 12939.707031
	Iteration 7Q: 3 clusters Score -8785859 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -8786173.000000 Penalty: 12939.707031
	Iteration 8Q: 3 clusters Score -8786173 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -8786481.000000 Penalty: 12939.707031
	Iteration 9Q: 3 clusters Score -8786481 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -8786845.000000 Penalty: 12939.707031
	Iteration 10Q: 3 clusters Score -8786845 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -8787146.000000 Penalty: 12939.707031
	Iteration 11Q: 3 clusters Score -8787146 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -8787477.000000 Penalty: 12939.707031
	Iteration 12Q: 3 clusters Score -8787477 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -8787832.000000 Penalty: 12939.707031
	Iteration 13Q: 3 clusters Score -8787832 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -8788335.000000 Penalty: 12939.707031
	Iteration 14Q: 3 clusters Score -8788335 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -8788992.000000 Penalty: 12939.707031
	Iteration 15Q: 3 clusters Score -8788992 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -8789830.000000 Penalty: 12939.707031
	Iteration 16Q: 3 clusters Score -8789830 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -8790943.000000 Penalty: 12939.707031
	Iteration 17Q: 3 clusters Score -8790943 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -8792288.000000 Penalty: 12939.707031
	Iteration 18F: 3 clusters Score -8792288 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -8793644.000000 Penalty: 12939.707031
	Iteration 19Q: 3 clusters Score -8793644 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -8794867.000000 Penalty: 12939.707031
	Iteration 20F: 3 clusters Score -8794867 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -8795773.000000 Penalty: 12939.707031
	Iteration 21Q: 3 clusters Score -8795773 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -8796410.000000 Penalty: 12939.707031
	Iteration 22Q: 3 clusters Score -8796410 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -8796795.000000 Penalty: 12939.707031
	Iteration 23Q: 3 clusters Score -8796795 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -8797066.000000 Penalty: 12939.707031
	Iteration 24Q: 3 clusters Score -8797066 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -8797199.000000 Penalty: 12939.707031
	Iteration 25Q: 3 clusters Score -8797199 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -8797326.000000 Penalty: 12939.707031
	Iteration 26Q: 3 clusters Score -8797326 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -8797405.000000 Penalty: 12939.707031
	Iteration 27Q: 3 clusters Score -8797405 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -8797446.000000 Penalty: 12939.707031
	Iteration 28Q: 3 clusters Score -8797446 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -8797486.000000 Penalty: 12939.707031
	Iteration 29Q: 3 clusters Score -8797486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -8797511.000000 Penalty: 12939.707031
	Iteration 30Q: 3 clusters Score -8797511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -8797524.000000 Penalty: 12939.707031
	Iteration 31Q: 3 clusters Score -8797524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -8797537.000000 Penalty: 12939.707031
	Iteration 32Q: 3 clusters Score -8797537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -8797527.000000 Penalty: 12939.707031
	Iteration 33Q: 3 clusters Score -8797527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -8797545.000000 Penalty: 12939.707031
	Iteration 34Q: 3 clusters Score -8797545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -8797546.000000 Penalty: 12939.707031
	Iteration 35Q: 3 clusters Score -8797546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -8797567.000000 Penalty: 12939.707031
	Iteration 36Q: 3 clusters Score -8797567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -8797564.000000 Penalty: 12939.707031
	Iteration 37Q: 3 clusters Score -8797564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -8797563.000000 Penalty: 12939.707031
	Iteration 38Q: 3 clusters Score -8797563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -8797564.000000 Penalty: 12939.707031
	Iteration 39Q: 3 clusters Score -8797564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -8797579.000000 Penalty: 12939.707031
	Iteration 40F: 3 clusters Score -8797579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -8797590.000000 Penalty: 12939.707031
	Iteration 41Q: 3 clusters Score -8797590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -8797582.000000 Penalty: 12939.707031
	Iteration 42Q: 3 clusters Score -8797582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -8797591.000000 Penalty: 12939.707031
	Iteration 43Q: 3 clusters Score -8797591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -8797592.000000 Penalty: 12939.707031
	Iteration 44Q: 3 clusters Score -8797592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -8797588.000000 Penalty: 12939.707031
	Iteration 45Q: 3 clusters Score -8797588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -8797591.000000 Penalty: 12939.707031
	Iteration 46Q: 3 clusters Score -8797591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -8797600.000000 Penalty: 12939.707031
	Iteration 47Q: 3 clusters Score -8797600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -8797600.000000 Penalty: 12939.707031
	Iteration 48Q: 3 clusters Score -8797600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -8797608.000000 Penalty: 12939.707031
	Iteration 49Q: 3 clusters Score -8797608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -8797608.000000 Penalty: 12939.707031
	Iteration 50Q: 3 clusters Score -8797608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -8797608.000000 Penalty: 12939.707031
	Iteration 51F: 3 clusters Score -8797608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Entering Unmasked Estep 
Score: -7245430.500000 Penalty: 6361.183105
	Iteration 0F: 2 clusters Score -7245430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -7220963.500000 Penalty: 12722.366211
	Iteration 0F: 3 clusters Score -7220964 nChanged 13840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -7228392.500000 Penalty: 12722.366211
	Iteration 1F: 3 clusters Score -7228392 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -7229161.000000 Penalty: 12722.366211
	Iteration 2F: 3 clusters Score -7229161 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -7229721.500000 Penalty: 12722.366211
	Iteration 3Q: 3 clusters Score -7229722 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -7230227.000000 Penalty: 12722.366211
	Iteration 4Q: 3 clusters Score -7230227 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -7230683.500000 Penalty: 12722.366211
	Iteration 5Q: 3 clusters Score -7230684 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -7231198.000000 Penalty: 12722.366211
	Iteration 6Q: 3 clusters Score -7231198 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -7231707.500000 Penalty: 12722.366211
	Iteration 7Q: 3 clusters Score -7231708 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -7232234.500000 Penalty: 12722.366211
	Iteration 8Q: 3 clusters Score -7232234 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -7232724.000000 Penalty: 12722.366211
	Iteration 9Q: 3 clusters Score -7232724 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -7233152.500000 Penalty: 12722.366211
	Iteration 10Q: 3 clusters Score -7233152 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -7233592.500000 Penalty: 12722.366211
	Iteration 11Q: 3 clusters Score -7233592 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -7234006.500000 Penalty: 12722.366211
	Iteration 12Q: 3 clusters Score -7234006 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -7234357.500000 Penalty: 12722.366211
	Iteration 13Q: 3 clusters Score -7234358 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -7234719.000000 Penalty: 12722.366211
	Iteration 14Q: 3 clusters Score -7234719 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -7235083.000000 Penalty: 12722.366211
	Iteration 15Q: 3 clusters Score -7235083 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -7235486.000000 Penalty: 12722.366211
	Iteration 16Q: 3 clusters Score -7235486 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -7235780.500000 Penalty: 12722.366211
	Iteration 17Q: 3 clusters Score -7235780 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -7236100.500000 Penalty: 12722.366211
	Iteration 18Q: 3 clusters Score -7236100 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -7236441.500000 Penalty: 12722.366211
	Iteration 19Q: 3 clusters Score -7236442 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -7236760.000000 Penalty: 12722.366211
	Iteration 20F: 3 clusters Score -7236760 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -7237090.500000 Penalty: 12722.366211
	Iteration 21Q: 3 clusters Score -7237090 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -7237387.500000 Penalty: 12722.366211
	Iteration 22Q: 3 clusters Score -7237388 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -7237648.000000 Penalty: 12722.366211
	Iteration 23Q: 3 clusters Score -7237648 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -7237914.000000 Penalty: 12722.366211
	Iteration 24Q: 3 clusters Score -7237914 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -7238121.500000 Penalty: 12722.366211
	Iteration 25Q: 3 clusters Score -7238122 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -7238344.000000 Penalty: 12722.366211
	Iteration 26Q: 3 clusters Score -7238344 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -7238529.000000 Penalty: 12722.366211
	Iteration 27Q: 3 clusters Score -7238529 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -7238702.500000 Penalty: 12722.366211
	Iteration 28Q: 3 clusters Score -7238702 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -7238846.000000 Penalty: 12722.366211
	Iteration 29Q: 3 clusters Score -7238846 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -7238983.000000 Penalty: 12722.366211
	Iteration 30Q: 3 clusters Score -7238983 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -7239124.000000 Penalty: 12722.366211
	Iteration 31Q: 3 clusters Score -7239124 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -7239201.000000 Penalty: 12722.366211
	Iteration 32Q: 3 clusters Score -7239201 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -7239271.000000 Penalty: 12722.366211
	Iteration 33Q: 3 clusters Score -7239271 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -7239362.500000 Penalty: 12722.366211
	Iteration 34Q: 3 clusters Score -7239362 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -7239453.000000 Penalty: 12722.366211
	Iteration 35Q: 3 clusters Score -7239453 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -7239483.000000 Penalty: 12722.366211
	Iteration 36Q: 3 clusters Score -7239483 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -7239519.000000 Penalty: 12722.366211
	Iteration 37Q: 3 clusters Score -7239519 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -7239554.000000 Penalty: 12722.366211
	Iteration 38Q: 3 clusters Score -7239554 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -7239600.500000 Penalty: 12722.366211
	Iteration 39Q: 3 clusters Score -7239600 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -7239629.500000 Penalty: 12722.366211
	Iteration 40F: 3 clusters Score -7239630 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -7239682.000000 Penalty: 12722.366211
	Iteration 41Q: 3 clusters Score -7239682 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -7239696.500000 Penalty: 12722.366211
	Iteration 42Q: 3 clusters Score -7239696 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -7239742.500000 Penalty: 12722.366211
	Iteration 43Q: 3 clusters Score -7239742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -7239757.000000 Penalty: 12722.366211
	Iteration 44Q: 3 clusters Score -7239757 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -7239795.000000 Penalty: 12722.366211
	Iteration 45Q: 3 clusters Score -7239795 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -7239810.000000 Penalty: 12722.366211
	Iteration 46Q: 3 clusters Score -7239810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -7239840.500000 Penalty: 12722.366211
	Iteration 47Q: 3 clusters Score -7239840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -7239871.500000 Penalty: 12722.366211
	Iteration 48Q: 3 clusters Score -7239872 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -7239894.000000 Penalty: 12722.366211
	Iteration 49Q: 3 clusters Score -7239894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -7239918.500000 Penalty: 12722.366211
	Iteration 50Q: 3 clusters Score -7239918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -7239940.000000 Penalty: 12722.366211
	Iteration 51Q: 3 clusters Score -7239940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -7239953.000000 Penalty: 12722.366211
	Iteration 52Q: 3 clusters Score -7239953 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -7239961.000000 Penalty: 12722.366211
	Iteration 53Q: 3 clusters Score -7239961 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -7239972.500000 Penalty: 12722.366211
	Iteration 54Q: 3 clusters Score -7239972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -7239989.000000 Penalty: 12722.366211
	Iteration 55Q: 3 clusters Score -7239989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -7240007.000000 Penalty: 12722.366211
	Iteration 56Q: 3 clusters Score -7240007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -7240006.000000 Penalty: 12722.366211
	Iteration 57Q: 3 clusters Score -7240006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -7240024.500000 Penalty: 12722.366211
	Iteration 58Q: 3 clusters Score -7240024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -7240031.000000 Penalty: 12722.366211
	Iteration 59Q: 3 clusters Score -7240031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -7240031.500000 Penalty: 12722.366211
	Iteration 60F: 3 clusters Score -7240032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -7240029.500000 Penalty: 12722.366211
	Iteration 61Q: 3 clusters Score -7240030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -7240034.000000 Penalty: 12722.366211
	Iteration 62Q: 3 clusters Score -7240034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -7240040.000000 Penalty: 12722.366211
	Iteration 63Q: 3 clusters Score -7240040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -7240053.000000 Penalty: 12722.366211
	Iteration 64Q: 3 clusters Score -7240053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -7240054.000000 Penalty: 12722.366211
	Iteration 65Q: 3 clusters Score -7240054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -7240054.500000 Penalty: 12722.366211
	Iteration 66Q: 3 clusters Score -7240054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -7240052.000000 Penalty: 12722.366211
	Iteration 67Q: 3 clusters Score -7240052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -7240072.000000 Penalty: 12722.366211
	Iteration 68Q: 3 clusters Score -7240072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -7240078.500000 Penalty: 12722.366211
	Iteration 69Q: 3 clusters Score -7240078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -7240076.000000 Penalty: 12722.366211
	Iteration 70Q: 3 clusters Score -7240076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -7240084.000000 Penalty: 12722.366211
	Iteration 71Q: 3 clusters Score -7240084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -7240094.500000 Penalty: 12722.366211
	Iteration 72Q: 3 clusters Score -7240094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -7240091.000000 Penalty: 12722.366211
	Iteration 73Q: 3 clusters Score -7240091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -7240093.000000 Penalty: 12722.366211
	Iteration 74Q: 3 clusters Score -7240093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -7240090.000000 Penalty: 12722.366211
	Iteration 75Q: 3 clusters Score -7240090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -7240101.000000 Penalty: 12722.366211
	Iteration 76Q: 3 clusters Score -7240101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -7240101.500000 Penalty: 12722.366211
	Iteration 77Q: 3 clusters Score -7240102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -7240105.000000 Penalty: 12722.366211
	Iteration 78Q: 3 clusters Score -7240105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -7240105.000000 Penalty: 12722.366211
	Iteration 79F: 3 clusters Score -7240105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Entering Unmasked Estep 
Score: -12128806.000000 Penalty: 6664.292480
	Iteration 0F: 2 clusters Score -1.212881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -12091091.000000 Penalty: 13328.584961
	Iteration 0F: 3 clusters Score -1.209109e+07 nChanged 23618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -12103952.000000 Penalty: 13328.584961
	Iteration 1F: 3 clusters Score -1.210395e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -12105160.000000 Penalty: 13328.584961
	Iteration 2F: 3 clusters Score -1.210516e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -12106615.000000 Penalty: 13328.584961
	Iteration 3F: 3 clusters Score -1.210662e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -12108480.000000 Penalty: 13328.584961
	Iteration 4F: 3 clusters Score -1.210848e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -12111086.000000 Penalty: 13328.584961
	Iteration 5F: 3 clusters Score -1.211109e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -12114021.000000 Penalty: 13328.584961
	Iteration 6F: 3 clusters Score -1.211402e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -12116687.000000 Penalty: 13328.584961
	Iteration 7F: 3 clusters Score -1.211669e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -12118763.000000 Penalty: 13328.584961
	Iteration 8F: 3 clusters Score -1.211876e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -12119941.000000 Penalty: 13328.584961
	Iteration 9Q: 3 clusters Score -1.211994e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -12120689.000000 Penalty: 13328.584961
	Iteration 10Q: 3 clusters Score -1.212069e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -12121163.000000 Penalty: 13328.584961
	Iteration 11Q: 3 clusters Score -1.212116e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -12121516.000000 Penalty: 13328.584961
	Iteration 12Q: 3 clusters Score -1.212152e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -12121751.000000 Penalty: 13328.584961
	Iteration 13Q: 3 clusters Score -1.212175e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -12121953.000000 Penalty: 13328.584961
	Iteration 14Q: 3 clusters Score -1.212195e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -12122124.000000 Penalty: 13328.584961
	Iteration 15Q: 3 clusters Score -1.212212e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -12122335.000000 Penalty: 13328.584961
	Iteration 16Q: 3 clusters Score -1.212234e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -12122475.000000 Penalty: 13328.584961
	Iteration 17Q: 3 clusters Score -1.212248e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -12122581.000000 Penalty: 13328.584961
	Iteration 18Q: 3 clusters Score -1.212258e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -12122670.000000 Penalty: 13328.584961
	Iteration 19Q: 3 clusters Score -1.212267e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -12122760.000000 Penalty: 13328.584961
	Iteration 20F: 3 clusters Score -1.212276e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -12122821.000000 Penalty: 13328.584961
	Iteration 21Q: 3 clusters Score -1.212282e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -12122883.000000 Penalty: 13328.584961
	Iteration 22Q: 3 clusters Score -1.212288e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -12122971.000000 Penalty: 13328.584961
	Iteration 23Q: 3 clusters Score -1.212297e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -12123029.000000 Penalty: 13328.584961
	Iteration 24Q: 3 clusters Score -1.212303e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -12123088.000000 Penalty: 13328.584961
	Iteration 25Q: 3 clusters Score -1.212309e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -12123120.000000 Penalty: 13328.584961
	Iteration 26Q: 3 clusters Score -1.212312e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -12123148.000000 Penalty: 13328.584961
	Iteration 27Q: 3 clusters Score -1.212315e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -12123182.000000 Penalty: 13328.584961
	Iteration 28Q: 3 clusters Score -1.212318e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -12123219.000000 Penalty: 13328.584961
	Iteration 29Q: 3 clusters Score -1.212322e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -12123256.000000 Penalty: 13328.584961
	Iteration 30Q: 3 clusters Score -1.212326e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -12123276.000000 Penalty: 13328.584961
	Iteration 31Q: 3 clusters Score -1.212328e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -12123316.000000 Penalty: 13328.584961
	Iteration 32Q: 3 clusters Score -1.212332e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -12123362.000000 Penalty: 13328.584961
	Iteration 33Q: 3 clusters Score -1.212336e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -12123381.000000 Penalty: 13328.584961
	Iteration 34Q: 3 clusters Score -1.212338e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -12123386.000000 Penalty: 13328.584961
	Iteration 35Q: 3 clusters Score -1.212339e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -12123390.000000 Penalty: 13328.584961
	Iteration 36Q: 3 clusters Score -1.212339e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -12123378.000000 Penalty: 13328.584961
	Iteration 37Q: 3 clusters Score -1.212338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -12123394.000000 Penalty: 13328.584961
	Iteration 38Q: 3 clusters Score -1.212339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -12123407.000000 Penalty: 13328.584961
	Iteration 39Q: 3 clusters Score -1.212341e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -12123412.000000 Penalty: 13328.584961
	Iteration 40F: 3 clusters Score -1.212341e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -12123425.000000 Penalty: 13328.584961
	Iteration 41Q: 3 clusters Score -1.212342e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -12123446.000000 Penalty: 13328.584961
	Iteration 42Q: 3 clusters Score -1.212345e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -12123444.000000 Penalty: 13328.584961
	Iteration 43Q: 3 clusters Score -1.212344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -12123459.000000 Penalty: 13328.584961
	Iteration 44Q: 3 clusters Score -1.212346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -12123467.000000 Penalty: 13328.584961
	Iteration 45Q: 3 clusters Score -1.212347e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -12123467.000000 Penalty: 13328.584961
	Iteration 46Q: 3 clusters Score -1.212347e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -12123481.000000 Penalty: 13328.584961
	Iteration 47Q: 3 clusters Score -1.212348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -12123477.000000 Penalty: 13328.584961
	Iteration 48Q: 3 clusters Score -1.212348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -12123475.000000 Penalty: 13328.584961
	Iteration 49Q: 3 clusters Score -1.212348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -12123487.000000 Penalty: 13328.584961
	Iteration 50Q: 3 clusters Score -1.212349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -12123490.000000 Penalty: 13328.584961
	Iteration 51Q: 3 clusters Score -1.212349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -12123516.000000 Penalty: 13328.584961
	Iteration 52Q: 3 clusters Score -1.212352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -12123526.000000 Penalty: 13328.584961
	Iteration 53Q: 3 clusters Score -1.212353e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51128 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -12123543.000000 Penalty: 13328.584961
	Iteration 54Q: 3 clusters Score -1.212354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -12123566.000000 Penalty: 13328.584961
	Iteration 55Q: 3 clusters Score -1.212357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -12123565.000000 Penalty: 13328.584961
	Iteration 56Q: 3 clusters Score -1.212356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -12123572.000000 Penalty: 13328.584961
	Iteration 57Q: 3 clusters Score -1.212357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -12123577.000000 Penalty: 13328.584961
	Iteration 58Q: 3 clusters Score -1.212358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -12123580.000000 Penalty: 13328.584961
	Iteration 59Q: 3 clusters Score -1.212358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -12123587.000000 Penalty: 13328.584961
	Iteration 60F: 3 clusters Score -1.212359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -12123583.000000 Penalty: 13328.584961
	Iteration 61Q: 3 clusters Score -1.212358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -12123583.000000 Penalty: 13328.584961
	Iteration 62F: 3 clusters Score -1.212358e+07 nChanged 0
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: -286316.812500 Penalty: 4441.882812
	Iteration 0F: 2 clusters Score -286316.8 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: -281887.593750 Penalty: 8883.765625
	Iteration 0F: 3 clusters Score -281887.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -282831.843750 Penalty: 8883.765625
	Iteration 1F: 3 clusters Score -282831.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -283531.000000 Penalty: 8883.765625
	Iteration 2F: 3 clusters Score -283531 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -283865.843750 Penalty: 8883.765625
	Iteration 3F: 3 clusters Score -283865.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -284224.156250 Penalty: 8883.765625
	Iteration 4F: 3 clusters Score -284224.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -284575.343750 Penalty: 8883.765625
	Iteration 5Q: 3 clusters Score -284575.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -284926.968750 Penalty: 8883.765625
	Iteration 6Q: 3 clusters Score -284927 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -285244.875000 Penalty: 8883.765625
	Iteration 7Q: 3 clusters Score -285244.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -285461.468750 Penalty: 8883.765625
	Iteration 8Q: 3 clusters Score -285461.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -285575.656250 Penalty: 8883.765625
	Iteration 9Q: 3 clusters Score -285575.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -285688.187500 Penalty: 8883.765625
	Iteration 10Q: 3 clusters Score -285688.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -285717.781250 Penalty: 8883.765625
	Iteration 11Q: 3 clusters Score -285717.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -285752.281250 Penalty: 8883.765625
	Iteration 12Q: 3 clusters Score -285752.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -285804.125000 Penalty: 8883.765625
	Iteration 13Q: 3 clusters Score -285804.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -285842.375000 Penalty: 8883.765625
	Iteration 14Q: 3 clusters Score -285842.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -285898.187500 Penalty: 8883.765625
	Iteration 15Q: 3 clusters Score -285898.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -285923.125000 Penalty: 8883.765625
	Iteration 16Q: 3 clusters Score -285923.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -285946.375000 Penalty: 8883.765625
	Iteration 17Q: 3 clusters Score -285946.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -285962.187500 Penalty: 8883.765625
	Iteration 18Q: 3 clusters Score -285962.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -285989.750000 Penalty: 8883.765625
	Iteration 19Q: 3 clusters Score -285989.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -286024.343750 Penalty: 8883.765625
	Iteration 20F: 3 clusters Score -286024.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -286099.843750 Penalty: 8883.765625
	Iteration 21Q: 3 clusters Score -286099.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -286264.937500 Penalty: 8883.765625
	Iteration 22Q: 3 clusters Score -286264.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -286347.875000 Penalty: 8883.765625
	Iteration 23Q: 3 clusters Score -286347.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -286382.000000 Penalty: 8883.765625
	Iteration 24Q: 3 clusters Score -286382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -286387.468750 Penalty: 8883.765625
	Iteration 25Q: 3 clusters Score -286387.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -286399.843750 Penalty: 8883.765625
	Iteration 26Q: 3 clusters Score -286399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -286410.156250 Penalty: 8883.765625
	Iteration 27Q: 3 clusters Score -286410.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -286410.156250 Penalty: 8883.765625
	Iteration 28F: 3 clusters Score -286410.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16531 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 108014 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 30145 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 38678 members 
Mstep: Class 13 contains 32390 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 1012 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 26823 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 22 contains 1055 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 172445 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 337 members 
Mstep: Class 27 contains 399 members 
Entering Unmasked Estep 
Score: -138282928.000000 Penalty: 220472.718750
Splitting cluster 15 changes total score from -138286576.000000 to -138282928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -235535.562500 Penalty: 4325.592285
	Iteration 0F: 2 clusters Score -235535.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -231478.281250 Penalty: 8651.184570
	Iteration 0F: 3 clusters Score -231478.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -232079.281250 Penalty: 8651.184570
	Iteration 1F: 3 clusters Score -232079.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -232320.734375 Penalty: 8651.184570
	Iteration 2F: 3 clusters Score -232320.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -232494.125000 Penalty: 8651.184570
	Iteration 3Q: 3 clusters Score -232494.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -232677.750000 Penalty: 8651.184570
	Iteration 4Q: 3 clusters Score -232677.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -232744.703125 Penalty: 8651.184570
	Iteration 5Q: 3 clusters Score -232744.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -232798.062500 Penalty: 8651.184570
	Iteration 6Q: 3 clusters Score -232798.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -232840.781250 Penalty: 8651.184570
	Iteration 7Q: 3 clusters Score -232840.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -232894.765625 Penalty: 8651.184570
	Iteration 8Q: 3 clusters Score -232894.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -232925.921875 Penalty: 8651.184570
	Iteration 9Q: 3 clusters Score -232925.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -232966.937500 Penalty: 8651.184570
	Iteration 10Q: 3 clusters Score -232966.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -232992.562500 Penalty: 8651.184570
	Iteration 11Q: 3 clusters Score -232992.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -233020.906250 Penalty: 8651.184570
	Iteration 12Q: 3 clusters Score -233020.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -233032.890625 Penalty: 8651.184570
	Iteration 13Q: 3 clusters Score -233032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -233035.203125 Penalty: 8651.184570
	Iteration 14Q: 3 clusters Score -233035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -233039.484375 Penalty: 8651.184570
	Iteration 15Q: 3 clusters Score -233039.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -233046.328125 Penalty: 8651.184570
	Iteration 16Q: 3 clusters Score -233046.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -233050.500000 Penalty: 8651.184570
	Iteration 17Q: 3 clusters Score -233050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -233057.015625 Penalty: 8651.184570
	Iteration 18Q: 3 clusters Score -233057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -233057.015625 Penalty: 8651.184570
	Iteration 19F: 3 clusters Score -233057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Entering Unmasked Estep 
Score: -2093720.250000 Penalty: 5623.119141
	Iteration 0F: 2 clusters Score -2093720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2083737.875000 Penalty: 11246.238281
	Iteration 0F: 3 clusters Score -2083738 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2085893.500000 Penalty: 11246.238281
	Iteration 1F: 3 clusters Score -2085894 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2086531.000000 Penalty: 11246.238281
	Iteration 2F: 3 clusters Score -2086531 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2087040.875000 Penalty: 11246.238281
	Iteration 3F: 3 clusters Score -2087041 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2087462.625000 Penalty: 11246.238281
	Iteration 4F: 3 clusters Score -2087463 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2087864.625000 Penalty: 11246.238281
	Iteration 5Q: 3 clusters Score -2087865 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2088160.875000 Penalty: 11246.238281
	Iteration 6Q: 3 clusters Score -2088161 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2088415.500000 Penalty: 11246.238281
	Iteration 7Q: 3 clusters Score -2088416 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2088635.375000 Penalty: 11246.238281
	Iteration 8Q: 3 clusters Score -2088635 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2088793.875000 Penalty: 11246.238281
	Iteration 9Q: 3 clusters Score -2088794 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2088934.000000 Penalty: 11246.238281
	Iteration 10Q: 3 clusters Score -2088934 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2089023.625000 Penalty: 11246.238281
	Iteration 11Q: 3 clusters Score -2089024 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2089098.625000 Penalty: 11246.238281
	Iteration 12Q: 3 clusters Score -2089099 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2089168.375000 Penalty: 11246.238281
	Iteration 13Q: 3 clusters Score -2089168 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2089223.375000 Penalty: 11246.238281
	Iteration 14Q: 3 clusters Score -2089223 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2089268.125000 Penalty: 11246.238281
	Iteration 15Q: 3 clusters Score -2089268 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2089309.000000 Penalty: 11246.238281
	Iteration 16Q: 3 clusters Score -2089309 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2089334.875000 Penalty: 11246.238281
	Iteration 17Q: 3 clusters Score -2089335 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2089358.750000 Penalty: 11246.238281
	Iteration 18Q: 3 clusters Score -2089359 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2089400.875000 Penalty: 11246.238281
	Iteration 19Q: 3 clusters Score -2089401 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2089432.500000 Penalty: 11246.238281
	Iteration 20F: 3 clusters Score -2089432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2089452.250000 Penalty: 11246.238281
	Iteration 21Q: 3 clusters Score -2089452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2089478.625000 Penalty: 11246.238281
	Iteration 22Q: 3 clusters Score -2089479 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2089501.500000 Penalty: 11246.238281
	Iteration 23Q: 3 clusters Score -2089502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2089519.750000 Penalty: 11246.238281
	Iteration 24Q: 3 clusters Score -2089520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2089535.625000 Penalty: 11246.238281
	Iteration 25Q: 3 clusters Score -2089536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2089548.875000 Penalty: 11246.238281
	Iteration 26Q: 3 clusters Score -2089549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2089562.125000 Penalty: 11246.238281
	Iteration 27Q: 3 clusters Score -2089562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2089576.500000 Penalty: 11246.238281
	Iteration 28Q: 3 clusters Score -2089576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2089594.500000 Penalty: 11246.238281
	Iteration 29Q: 3 clusters Score -2089594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2089606.125000 Penalty: 11246.238281
	Iteration 30Q: 3 clusters Score -2089606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2089617.625000 Penalty: 11246.238281
	Iteration 31Q: 3 clusters Score -2089618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2089616.250000 Penalty: 11246.238281
	Iteration 32Q: 3 clusters Score -2089616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2089622.875000 Penalty: 11246.238281
	Iteration 33Q: 3 clusters Score -2089623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2089629.500000 Penalty: 11246.238281
	Iteration 34Q: 3 clusters Score -2089630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2089631.375000 Penalty: 11246.238281
	Iteration 35Q: 3 clusters Score -2089631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2089631.500000 Penalty: 11246.238281
	Iteration 36Q: 3 clusters Score -2089632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2089629.625000 Penalty: 11246.238281
	Iteration 37Q: 3 clusters Score -2089630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2089630.000000 Penalty: 11246.238281
	Iteration 38Q: 3 clusters Score -2089630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2089628.750000 Penalty: 11246.238281
	Iteration 39Q: 3 clusters Score -2089629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2089633.375000 Penalty: 11246.238281
	Iteration 40F: 3 clusters Score -2089633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2089632.000000 Penalty: 11246.238281
	Iteration 41Q: 3 clusters Score -2089632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2089628.625000 Penalty: 11246.238281
	Iteration 42Q: 3 clusters Score -2089629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2089633.875000 Penalty: 11246.238281
	Iteration 43Q: 3 clusters Score -2089634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2089632.125000 Penalty: 11246.238281
	Iteration 44Q: 3 clusters Score -2089632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2089633.875000 Penalty: 11246.238281
	Iteration 45Q: 3 clusters Score -2089634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2089636.875000 Penalty: 11246.238281
	Iteration 46Q: 3 clusters Score -2089637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2089639.250000 Penalty: 11246.238281
	Iteration 47Q: 3 clusters Score -2089639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2089637.750000 Penalty: 11246.238281
	Iteration 48Q: 3 clusters Score -2089638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2089639.500000 Penalty: 11246.238281
	Iteration 49Q: 3 clusters Score -2089640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2089639.500000 Penalty: 11246.238281
	Iteration 50F: 3 clusters Score -2089640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Entering Unmasked Estep 
Score: -3002463.500000 Penalty: 5808.825684
	Iteration 0F: 2 clusters Score -3002464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2990246.500000 Penalty: 11617.651367
	Iteration 0F: 3 clusters Score -2990246 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2993064.000000 Penalty: 11617.651367
	Iteration 1F: 3 clusters Score -2993064 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2993617.000000 Penalty: 11617.651367
	Iteration 2F: 3 clusters Score -2993617 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2993956.500000 Penalty: 11617.651367
	Iteration 3Q: 3 clusters Score -2993956 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2994170.000000 Penalty: 11617.651367
	Iteration 4Q: 3 clusters Score -2994170 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2994364.000000 Penalty: 11617.651367
	Iteration 5Q: 3 clusters Score -2994364 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2994510.500000 Penalty: 11617.651367
	Iteration 6Q: 3 clusters Score -2994510 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2994635.250000 Penalty: 11617.651367
	Iteration 7Q: 3 clusters Score -2994635 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2994745.750000 Penalty: 11617.651367
	Iteration 8Q: 3 clusters Score -2994746 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2994836.500000 Penalty: 11617.651367
	Iteration 9Q: 3 clusters Score -2994836 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2994942.500000 Penalty: 11617.651367
	Iteration 10Q: 3 clusters Score -2994942 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2995029.750000 Penalty: 11617.651367
	Iteration 11Q: 3 clusters Score -2995030 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2995099.750000 Penalty: 11617.651367
	Iteration 12Q: 3 clusters Score -2995100 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2995204.250000 Penalty: 11617.651367
	Iteration 13Q: 3 clusters Score -2995204 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2995298.250000 Penalty: 11617.651367
	Iteration 14Q: 3 clusters Score -2995298 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2995408.750000 Penalty: 11617.651367
	Iteration 15Q: 3 clusters Score -2995409 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2995518.750000 Penalty: 11617.651367
	Iteration 16Q: 3 clusters Score -2995519 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2995640.500000 Penalty: 11617.651367
	Iteration 17Q: 3 clusters Score -2995640 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2995772.000000 Penalty: 11617.651367
	Iteration 18Q: 3 clusters Score -2995772 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2995933.000000 Penalty: 11617.651367
	Iteration 19Q: 3 clusters Score -2995933 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2996103.500000 Penalty: 11617.651367
	Iteration 20F: 3 clusters Score -2996104 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2996305.250000 Penalty: 11617.651367
	Iteration 21Q: 3 clusters Score -2996305 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2996502.250000 Penalty: 11617.651367
	Iteration 22Q: 3 clusters Score -2996502 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2996689.250000 Penalty: 11617.651367
	Iteration 23Q: 3 clusters Score -2996689 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2996855.750000 Penalty: 11617.651367
	Iteration 24Q: 3 clusters Score -2996856 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2996993.750000 Penalty: 11617.651367
	Iteration 25Q: 3 clusters Score -2996994 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2997111.500000 Penalty: 11617.651367
	Iteration 26Q: 3 clusters Score -2997112 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2997200.500000 Penalty: 11617.651367
	Iteration 27Q: 3 clusters Score -2997200 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2997276.750000 Penalty: 11617.651367
	Iteration 28Q: 3 clusters Score -2997277 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2997324.750000 Penalty: 11617.651367
	Iteration 29Q: 3 clusters Score -2997325 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2997384.750000 Penalty: 11617.651367
	Iteration 30Q: 3 clusters Score -2997385 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2997422.250000 Penalty: 11617.651367
	Iteration 31Q: 3 clusters Score -2997422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2997449.000000 Penalty: 11617.651367
	Iteration 32Q: 3 clusters Score -2997449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2997470.250000 Penalty: 11617.651367
	Iteration 33Q: 3 clusters Score -2997470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2997483.000000 Penalty: 11617.651367
	Iteration 34Q: 3 clusters Score -2997483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2997508.750000 Penalty: 11617.651367
	Iteration 35Q: 3 clusters Score -2997509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2997535.750000 Penalty: 11617.651367
	Iteration 36Q: 3 clusters Score -2997536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2997547.500000 Penalty: 11617.651367
	Iteration 37Q: 3 clusters Score -2997548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2997550.750000 Penalty: 11617.651367
	Iteration 38Q: 3 clusters Score -2997551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2997555.500000 Penalty: 11617.651367
	Iteration 39Q: 3 clusters Score -2997556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2997561.000000 Penalty: 11617.651367
	Iteration 40F: 3 clusters Score -2997561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2997559.500000 Penalty: 11617.651367
	Iteration 41Q: 3 clusters Score -2997560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2997561.500000 Penalty: 11617.651367
	Iteration 42Q: 3 clusters Score -2997562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2997565.250000 Penalty: 11617.651367
	Iteration 43Q: 3 clusters Score -2997565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2997569.000000 Penalty: 11617.651367
	Iteration 44Q: 3 clusters Score -2997569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2997568.250000 Penalty: 11617.651367
	Iteration 45Q: 3 clusters Score -2997568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2997571.000000 Penalty: 11617.651367
	Iteration 46Q: 3 clusters Score -2997571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2997575.500000 Penalty: 11617.651367
	Iteration 47Q: 3 clusters Score -2997576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2997577.750000 Penalty: 11617.651367
	Iteration 48Q: 3 clusters Score -2997578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2997579.500000 Penalty: 11617.651367
	Iteration 49Q: 3 clusters Score -2997580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2997579.500000 Penalty: 11617.651367
	Iteration 50F: 3 clusters Score -2997580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Entering Unmasked Estep 
Score: -568964.562500 Penalty: 4831.834473
	Iteration 0F: 2 clusters Score -568964.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -563584.312500 Penalty: 9663.668945
	Iteration 0F: 3 clusters Score -563584.3 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -564538.812500 Penalty: 9663.668945
	Iteration 1F: 3 clusters Score -564538.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -565035.937500 Penalty: 9663.668945
	Iteration 2F: 3 clusters Score -565035.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -565542.125000 Penalty: 9663.668945
	Iteration 3F: 3 clusters Score -565542.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -566243.625000 Penalty: 9663.668945
	Iteration 4F: 3 clusters Score -566243.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -566799.687500 Penalty: 9663.668945
	Iteration 5F: 3 clusters Score -566799.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -567233.500000 Penalty: 9663.668945
	Iteration 6Q: 3 clusters Score -567233.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -567616.937500 Penalty: 9663.668945
	Iteration 7Q: 3 clusters Score -567616.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -567802.312500 Penalty: 9663.668945
	Iteration 8Q: 3 clusters Score -567802.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -567950.062500 Penalty: 9663.668945
	Iteration 9Q: 3 clusters Score -567950.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -568029.625000 Penalty: 9663.668945
	Iteration 10Q: 3 clusters Score -568029.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -568094.312500 Penalty: 9663.668945
	Iteration 11Q: 3 clusters Score -568094.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -568147.375000 Penalty: 9663.668945
	Iteration 12Q: 3 clusters Score -568147.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -568188.750000 Penalty: 9663.668945
	Iteration 13Q: 3 clusters Score -568188.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -568224.437500 Penalty: 9663.668945
	Iteration 14Q: 3 clusters Score -568224.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -568265.500000 Penalty: 9663.668945
	Iteration 15Q: 3 clusters Score -568265.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -568319.500000 Penalty: 9663.668945
	Iteration 16Q: 3 clusters Score -568319.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -568364.500000 Penalty: 9663.668945
	Iteration 17Q: 3 clusters Score -568364.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -568423.812500 Penalty: 9663.668945
	Iteration 18Q: 3 clusters Score -568423.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -568490.312500 Penalty: 9663.668945
	Iteration 19Q: 3 clusters Score -568490.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -568530.625000 Penalty: 9663.668945
	Iteration 20F: 3 clusters Score -568530.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -568542.250000 Penalty: 9663.668945
	Iteration 21Q: 3 clusters Score -568542.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -568545.750000 Penalty: 9663.668945
	Iteration 22Q: 3 clusters Score -568545.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -568549.500000 Penalty: 9663.668945
	Iteration 23Q: 3 clusters Score -568549.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -568550.500000 Penalty: 9663.668945
	Iteration 24Q: 3 clusters Score -568550.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -568555.500000 Penalty: 9663.668945
	Iteration 25Q: 3 clusters Score -568555.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -568557.625000 Penalty: 9663.668945
	Iteration 26Q: 3 clusters Score -568557.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -568560.125000 Penalty: 9663.668945
	Iteration 27Q: 3 clusters Score -568560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -568561.937500 Penalty: 9663.668945
	Iteration 28Q: 3 clusters Score -568561.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -568562.750000 Penalty: 9663.668945
	Iteration 29Q: 3 clusters Score -568562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -568562.750000 Penalty: 9663.668945
	Iteration 30F: 3 clusters Score -568562.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Entering Unmasked Estep 
Score: -6203296.000000 Penalty: 6245.671387
	Iteration 0F: 2 clusters Score -6203296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -6182521.000000 Penalty: 12491.342773
	Iteration 0F: 3 clusters Score -6182521 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -6188473.500000 Penalty: 12491.342773
	Iteration 1F: 3 clusters Score -6188474 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -6189164.500000 Penalty: 12491.342773
	Iteration 2F: 3 clusters Score -6189164 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -6189671.000000 Penalty: 12491.342773
	Iteration 3Q: 3 clusters Score -6189671 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -6190054.500000 Penalty: 12491.342773
	Iteration 4Q: 3 clusters Score -6190054 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -6190436.000000 Penalty: 12491.342773
	Iteration 5Q: 3 clusters Score -6190436 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -6190806.000000 Penalty: 12491.342773
	Iteration 6Q: 3 clusters Score -6190806 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -6191178.500000 Penalty: 12491.342773
	Iteration 7Q: 3 clusters Score -6191178 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -6191598.500000 Penalty: 12491.342773
	Iteration 8Q: 3 clusters Score -6191598 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -6192077.000000 Penalty: 12491.342773
	Iteration 9Q: 3 clusters Score -6192077 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -6192605.000000 Penalty: 12491.342773
	Iteration 10Q: 3 clusters Score -6192605 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -6193140.500000 Penalty: 12491.342773
	Iteration 11Q: 3 clusters Score -6193140 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -6193709.500000 Penalty: 12491.342773
	Iteration 12Q: 3 clusters Score -6193710 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -6194286.000000 Penalty: 12491.342773
	Iteration 13Q: 3 clusters Score -6194286 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -6194903.000000 Penalty: 12491.342773
	Iteration 14Q: 3 clusters Score -6194903 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -6195394.500000 Penalty: 12491.342773
	Iteration 15Q: 3 clusters Score -6195394 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -6195884.500000 Penalty: 12491.342773
	Iteration 16Q: 3 clusters Score -6195884 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -6196293.000000 Penalty: 12491.342773
	Iteration 17Q: 3 clusters Score -6196293 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -6196570.500000 Penalty: 12491.342773
	Iteration 18Q: 3 clusters Score -6196570 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -6196826.000000 Penalty: 12491.342773
	Iteration 19Q: 3 clusters Score -6196826 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -6197054.500000 Penalty: 12491.342773
	Iteration 20F: 3 clusters Score -6197054 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -6197221.500000 Penalty: 12491.342773
	Iteration 21Q: 3 clusters Score -6197222 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -6197339.000000 Penalty: 12491.342773
	Iteration 22Q: 3 clusters Score -6197339 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -6197483.000000 Penalty: 12491.342773
	Iteration 23Q: 3 clusters Score -6197483 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6197560.500000 Penalty: 12491.342773
	Iteration 24Q: 3 clusters Score -6197560 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -6197617.000000 Penalty: 12491.342773
	Iteration 25Q: 3 clusters Score -6197617 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6197684.500000 Penalty: 12491.342773
	Iteration 26Q: 3 clusters Score -6197684 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -6197727.500000 Penalty: 12491.342773
	Iteration 27Q: 3 clusters Score -6197728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6197760.500000 Penalty: 12491.342773
	Iteration 28Q: 3 clusters Score -6197760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6197793.500000 Penalty: 12491.342773
	Iteration 29Q: 3 clusters Score -6197794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6197811.500000 Penalty: 12491.342773
	Iteration 30Q: 3 clusters Score -6197812 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6197835.000000 Penalty: 12491.342773
	Iteration 31Q: 3 clusters Score -6197835 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6197861.500000 Penalty: 12491.342773
	Iteration 32Q: 3 clusters Score -6197862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6197880.000000 Penalty: 12491.342773
	Iteration 33Q: 3 clusters Score -6197880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6197887.500000 Penalty: 12491.342773
	Iteration 34Q: 3 clusters Score -6197888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6197893.500000 Penalty: 12491.342773
	Iteration 35Q: 3 clusters Score -6197894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6197908.000000 Penalty: 12491.342773
	Iteration 36Q: 3 clusters Score -6197908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6197937.000000 Penalty: 12491.342773
	Iteration 37Q: 3 clusters Score -6197937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6197951.000000 Penalty: 12491.342773
	Iteration 38Q: 3 clusters Score -6197951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6197956.500000 Penalty: 12491.342773
	Iteration 39Q: 3 clusters Score -6197956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6197955.500000 Penalty: 12491.342773
	Iteration 40F: 3 clusters Score -6197956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6197968.500000 Penalty: 12491.342773
	Iteration 41Q: 3 clusters Score -6197968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6197968.500000 Penalty: 12491.342773
	Iteration 42Q: 3 clusters Score -6197968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6197971.000000 Penalty: 12491.342773
	Iteration 43Q: 3 clusters Score -6197971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6197974.500000 Penalty: 12491.342773
	Iteration 44Q: 3 clusters Score -6197974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6197988.000000 Penalty: 12491.342773
	Iteration 45Q: 3 clusters Score -6197988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6197983.500000 Penalty: 12491.342773
	Iteration 46Q: 3 clusters Score -6197984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6197977.000000 Penalty: 12491.342773
	Iteration 47Q: 3 clusters Score -6197977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6197988.500000 Penalty: 12491.342773
	Iteration 48Q: 3 clusters Score -6197988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6197989.000000 Penalty: 12491.342773
	Iteration 49Q: 3 clusters Score -6197989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6198002.000000 Penalty: 12491.342773
	Iteration 50Q: 3 clusters Score -6198002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6198007.000000 Penalty: 12491.342773
	Iteration 51Q: 3 clusters Score -6198007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6198002.000000 Penalty: 12491.342773
	Iteration 52Q: 3 clusters Score -6198002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6198007.000000 Penalty: 12491.342773
	Iteration 53Q: 3 clusters Score -6198007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6198009.500000 Penalty: 12491.342773
	Iteration 54Q: 3 clusters Score -6198010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6198016.500000 Penalty: 12491.342773
	Iteration 55Q: 3 clusters Score -6198016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6198009.500000 Penalty: 12491.342773
	Iteration 56Q: 3 clusters Score -6198010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -6198019.500000 Penalty: 12491.342773
	Iteration 57Q: 3 clusters Score -6198020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6198021.500000 Penalty: 12491.342773
	Iteration 58Q: 3 clusters Score -6198022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6198028.000000 Penalty: 12491.342773
	Iteration 59Q: 3 clusters Score -6198028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6198027.500000 Penalty: 12491.342773
	Iteration 60F: 3 clusters Score -6198028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6198026.000000 Penalty: 12491.342773
	Iteration 61Q: 3 clusters Score -6198026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6198027.500000 Penalty: 12491.342773
	Iteration 62Q: 3 clusters Score -6198028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6198026.000000 Penalty: 12491.342773
	Iteration 63Q: 3 clusters Score -6198026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6198029.000000 Penalty: 12491.342773
	Iteration 64Q: 3 clusters Score -6198029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6198025.500000 Penalty: 12491.342773
	Iteration 65Q: 3 clusters Score -6198026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6198030.500000 Penalty: 12491.342773
	Iteration 66Q: 3 clusters Score -6198030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6198029.500000 Penalty: 12491.342773
	Iteration 67Q: 3 clusters Score -6198030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6198027.000000 Penalty: 12491.342773
	Iteration 68Q: 3 clusters Score -6198027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6198028.500000 Penalty: 12491.342773
	Iteration 69Q: 3 clusters Score -6198028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6198026.500000 Penalty: 12491.342773
	Iteration 70Q: 3 clusters Score -6198026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6198018.500000 Penalty: 12491.342773
	Iteration 71Q: 3 clusters Score -6198018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6198014.000000 Penalty: 12491.342773
	Iteration 72Q: 3 clusters Score -6198014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6198017.000000 Penalty: 12491.342773
	Iteration 73Q: 3 clusters Score -6198017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6198017.000000 Penalty: 12491.342773
	Iteration 74F: 3 clusters Score -6198017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Entering Unmasked Estep 
Score: -8526252.000000 Penalty: 6452.426270
	Iteration 0F: 2 clusters Score -8526252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -8498500.000000 Penalty: 12904.852539
	Iteration 0F: 3 clusters Score -8498500 nChanged 16270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -8507204.000000 Penalty: 12904.852539
	Iteration 1F: 3 clusters Score -8507204 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -8508086.000000 Penalty: 12904.852539
	Iteration 2F: 3 clusters Score -8508086 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -8509107.000000 Penalty: 12904.852539
	Iteration 3Q: 3 clusters Score -8509107 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -8510374.000000 Penalty: 12904.852539
	Iteration 4F: 3 clusters Score -8510374 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -8511887.000000 Penalty: 12904.852539
	Iteration 5F: 3 clusters Score -8511887 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -8513646.000000 Penalty: 12904.852539
	Iteration 6F: 3 clusters Score -8513646 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -8515555.000000 Penalty: 12904.852539
	Iteration 7F: 3 clusters Score -8515555 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -8517124.000000 Penalty: 12904.852539
	Iteration 8F: 3 clusters Score -8517124 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -8518433.000000 Penalty: 12904.852539
	Iteration 9F: 3 clusters Score -8518433 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -8519658.000000 Penalty: 12904.852539
	Iteration 10Q: 3 clusters Score -8519658 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -8520656.000000 Penalty: 12904.852539
	Iteration 11Q: 3 clusters Score -8520656 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -8521302.000000 Penalty: 12904.852539
	Iteration 12Q: 3 clusters Score -8521302 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -8521688.000000 Penalty: 12904.852539
	Iteration 13Q: 3 clusters Score -8521688 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -8521897.000000 Penalty: 12904.852539
	Iteration 14Q: 3 clusters Score -8521897 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -8521993.000000 Penalty: 12904.852539
	Iteration 15Q: 3 clusters Score -8521993 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -8522106.000000 Penalty: 12904.852539
	Iteration 16Q: 3 clusters Score -8522106 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -8522163.000000 Penalty: 12904.852539
	Iteration 17Q: 3 clusters Score -8522163 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -8522196.000000 Penalty: 12904.852539
	Iteration 18Q: 3 clusters Score -8522196 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -8522222.000000 Penalty: 12904.852539
	Iteration 19Q: 3 clusters Score -8522222 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -8522273.000000 Penalty: 12904.852539
	Iteration 20F: 3 clusters Score -8522273 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -8522292.000000 Penalty: 12904.852539
	Iteration 21Q: 3 clusters Score -8522292 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -8522309.000000 Penalty: 12904.852539
	Iteration 22Q: 3 clusters Score -8522309 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -8522305.000000 Penalty: 12904.852539
	Iteration 23Q: 3 clusters Score -8522305 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -8522328.000000 Penalty: 12904.852539
	Iteration 24Q: 3 clusters Score -8522328 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -8522343.000000 Penalty: 12904.852539
	Iteration 25Q: 3 clusters Score -8522343 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -8522355.000000 Penalty: 12904.852539
	Iteration 26Q: 3 clusters Score -8522355 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -8522340.000000 Penalty: 12904.852539
	Iteration 27Q: 3 clusters Score -8522340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -8522335.000000 Penalty: 12904.852539
	Iteration 28Q: 3 clusters Score -8522335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -8522337.000000 Penalty: 12904.852539
	Iteration 29Q: 3 clusters Score -8522337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -8522337.000000 Penalty: 12904.852539
	Iteration 30Q: 3 clusters Score -8522337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -8522345.000000 Penalty: 12904.852539
	Iteration 31Q: 3 clusters Score -8522345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -8522353.000000 Penalty: 12904.852539
	Iteration 32Q: 3 clusters Score -8522353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -8522357.000000 Penalty: 12904.852539
	Iteration 33Q: 3 clusters Score -8522357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -8522356.000000 Penalty: 12904.852539
	Iteration 34Q: 3 clusters Score -8522356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -8522359.000000 Penalty: 12904.852539
	Iteration 35Q: 3 clusters Score -8522359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -8522357.000000 Penalty: 12904.852539
	Iteration 36Q: 3 clusters Score -8522357 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -8522361.000000 Penalty: 12904.852539
	Iteration 37Q: 3 clusters Score -8522361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -8522347.000000 Penalty: 12904.852539
	Iteration 38Q: 3 clusters Score -8522347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -8522368.000000 Penalty: 12904.852539
	Iteration 39Q: 3 clusters Score -8522368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -8522374.000000 Penalty: 12904.852539
	Iteration 40F: 3 clusters Score -8522374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -8522370.000000 Penalty: 12904.852539
	Iteration 41Q: 3 clusters Score -8522370 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -8522396.000000 Penalty: 12904.852539
	Iteration 42Q: 3 clusters Score -8522396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -8522400.000000 Penalty: 12904.852539
	Iteration 43Q: 3 clusters Score -8522400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -8522395.000000 Penalty: 12904.852539
	Iteration 44Q: 3 clusters Score -8522395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -8522393.000000 Penalty: 12904.852539
	Iteration 45Q: 3 clusters Score -8522393 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -8522387.000000 Penalty: 12904.852539
	Iteration 46Q: 3 clusters Score -8522387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -8522403.000000 Penalty: 12904.852539
	Iteration 47Q: 3 clusters Score -8522403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -8522402.000000 Penalty: 12904.852539
	Iteration 48Q: 3 clusters Score -8522402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -8522431.000000 Penalty: 12904.852539
	Iteration 49Q: 3 clusters Score -8522431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -8522435.000000 Penalty: 12904.852539
	Iteration 50Q: 3 clusters Score -8522435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -8522453.000000 Penalty: 12904.852539
	Iteration 51Q: 3 clusters Score -8522453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -8522440.000000 Penalty: 12904.852539
	Iteration 52Q: 3 clusters Score -8522440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -8522448.000000 Penalty: 12904.852539
	Iteration 53Q: 3 clusters Score -8522448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -8522450.000000 Penalty: 12904.852539
	Iteration 54Q: 3 clusters Score -8522450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -8522427.000000 Penalty: 12904.852539
	Iteration 55Q: 3 clusters Score -8522427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -8522460.000000 Penalty: 12904.852539
	Iteration 56Q: 3 clusters Score -8522460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -8522465.000000 Penalty: 12904.852539
	Iteration 57Q: 3 clusters Score -8522465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -8522482.000000 Penalty: 12904.852539
	Iteration 58Q: 3 clusters Score -8522482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -8522486.000000 Penalty: 12904.852539
	Iteration 59Q: 3 clusters Score -8522486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -8522480.000000 Penalty: 12904.852539
	Iteration 60F: 3 clusters Score -8522480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -8522485.000000 Penalty: 12904.852539
	Iteration 61Q: 3 clusters Score -8522485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -8522488.000000 Penalty: 12904.852539
	Iteration 62Q: 3 clusters Score -8522488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -8522495.000000 Penalty: 12904.852539
	Iteration 63Q: 3 clusters Score -8522495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -8522507.000000 Penalty: 12904.852539
	Iteration 64Q: 3 clusters Score -8522507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -8522495.000000 Penalty: 12904.852539
	Iteration 65Q: 3 clusters Score -8522495 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -8522497.000000 Penalty: 12904.852539
	Iteration 66Q: 3 clusters Score -8522497 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -8522509.000000 Penalty: 12904.852539
	Iteration 67Q: 3 clusters Score -8522509 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -8522515.000000 Penalty: 12904.852539
	Iteration 68Q: 3 clusters Score -8522515 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -8522527.000000 Penalty: 12904.852539
	Iteration 69Q: 3 clusters Score -8522527 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8522537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -8522553.000000 Penalty: 12904.852539
	Iteration 71Q: 3 clusters Score -8522553 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8522540 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8522549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8522537 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8522559 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8522559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -8522581.000000 Penalty: 12904.852539
	Iteration 77Q: 3 clusters Score -8522581 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8522582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -8522614.000000 Penalty: 12904.852539
	Iteration 79Q: 3 clusters Score -8522614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -8522618.000000 Penalty: 12904.852539
	Iteration 80F: 3 clusters Score -8522618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8522596 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8522616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -8522623.000000 Penalty: 12904.852539
	Iteration 83Q: 3 clusters Score -8522623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8522637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -8522626.000000 Penalty: 12904.852539
	Iteration 85Q: 3 clusters Score -8522626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -8522642.000000 Penalty: 12904.852539
	Iteration 86Q: 3 clusters Score -8522642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -8522641.000000 Penalty: 12904.852539
	Iteration 87Q: 3 clusters Score -8522641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -8522658.000000 Penalty: 12904.852539
	Iteration 88Q: 3 clusters Score -8522658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -8522675.000000 Penalty: 12904.852539
	Iteration 89Q: 3 clusters Score -8522675 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -8522668.000000 Penalty: 12904.852539
	Iteration 90Q: 3 clusters Score -8522668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -8522678.000000 Penalty: 12904.852539
	Iteration 91Q: 3 clusters Score -8522678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -8522671.000000 Penalty: 12904.852539
	Iteration 92Q: 3 clusters Score -8522671 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8522676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8522674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -8522693.000000 Penalty: 12904.852539
	Iteration 95Q: 3 clusters Score -8522693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8522676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8522668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -8522686.000000 Penalty: 12904.852539
	Iteration 98Q: 3 clusters Score -8522686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8522687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -8522685.000000 Penalty: 12904.852539
	Iteration 100F: 3 clusters Score -8522685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -8522698.000000 Penalty: 12904.852539
	Iteration 101Q: 3 clusters Score -8522698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -8522718.000000 Penalty: 12904.852539
	Iteration 102Q: 3 clusters Score -8522718 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -8522715.000000 Penalty: 12904.852539
	Iteration 103Q: 3 clusters Score -8522715 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -8522722.000000 Penalty: 12904.852539
	Iteration 104Q: 3 clusters Score -8522722 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -8522716.000000 Penalty: 12904.852539
	Iteration 105Q: 3 clusters Score -8522716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -8522726.000000 Penalty: 12904.852539
	Iteration 106Q: 3 clusters Score -8522726 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -8522719.000000 Penalty: 12904.852539
	Iteration 107Q: 3 clusters Score -8522719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -8522723.000000 Penalty: 12904.852539
	Iteration 108Q: 3 clusters Score -8522723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -8522707.000000 Penalty: 12904.852539
	Iteration 109Q: 3 clusters Score -8522707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -8522719.000000 Penalty: 12904.852539
	Iteration 110Q: 3 clusters Score -8522719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -8522716.000000 Penalty: 12904.852539
	Iteration 111Q: 3 clusters Score -8522716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -8522720.000000 Penalty: 12904.852539
	Iteration 112Q: 3 clusters Score -8522720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -8522726.000000 Penalty: 12904.852539
	Iteration 113Q: 3 clusters Score -8522726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -8522732.000000 Penalty: 12904.852539
	Iteration 114Q: 3 clusters Score -8522732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -8522727.000000 Penalty: 12904.852539
	Iteration 115Q: 3 clusters Score -8522727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -8522736.000000 Penalty: 12904.852539
	Iteration 116Q: 3 clusters Score -8522736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -8522731.000000 Penalty: 12904.852539
	Iteration 117Q: 3 clusters Score -8522731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -8522737.000000 Penalty: 12904.852539
	Iteration 118Q: 3 clusters Score -8522737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -8522740.000000 Penalty: 12904.852539
	Iteration 119Q: 3 clusters Score -8522740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -8522733.000000 Penalty: 12904.852539
	Iteration 120F: 3 clusters Score -8522733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -8522723.000000 Penalty: 12904.852539
	Iteration 121Q: 3 clusters Score -8522723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -8522732.000000 Penalty: 12904.852539
	Iteration 122Q: 3 clusters Score -8522732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -8522733.000000 Penalty: 12904.852539
	Iteration 123Q: 3 clusters Score -8522733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -8522750.000000 Penalty: 12904.852539
	Iteration 124Q: 3 clusters Score -8522750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -8522749.000000 Penalty: 12904.852539
	Iteration 125Q: 3 clusters Score -8522749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -8522741.000000 Penalty: 12904.852539
	Iteration 126Q: 3 clusters Score -8522741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -8522739.000000 Penalty: 12904.852539
	Iteration 127Q: 3 clusters Score -8522739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -8522737.000000 Penalty: 12904.852539
	Iteration 128Q: 3 clusters Score -8522737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -8522750.000000 Penalty: 12904.852539
	Iteration 129Q: 3 clusters Score -8522750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -8522739.000000 Penalty: 12904.852539
	Iteration 130Q: 3 clusters Score -8522739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -8522737.000000 Penalty: 12904.852539
	Iteration 131Q: 3 clusters Score -8522737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -8522744.000000 Penalty: 12904.852539
	Iteration 132Q: 3 clusters Score -8522744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -8522749.000000 Penalty: 12904.852539
	Iteration 133Q: 3 clusters Score -8522749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -8522738.000000 Penalty: 12904.852539
	Iteration 134Q: 3 clusters Score -8522738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -8522755.000000 Penalty: 12904.852539
	Iteration 135Q: 3 clusters Score -8522755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -8522750.000000 Penalty: 12904.852539
	Iteration 136Q: 3 clusters Score -8522750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -8522756.000000 Penalty: 12904.852539
	Iteration 137Q: 3 clusters Score -8522756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -8522763.000000 Penalty: 12904.852539
	Iteration 138Q: 3 clusters Score -8522763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -8522758.000000 Penalty: 12904.852539
	Iteration 139Q: 3 clusters Score -8522758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -8522752.000000 Penalty: 12904.852539
	Iteration 140F: 3 clusters Score -8522752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -8522758.000000 Penalty: 12904.852539
	Iteration 141Q: 3 clusters Score -8522758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -8522755.000000 Penalty: 12904.852539
	Iteration 142Q: 3 clusters Score -8522755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -8522761.000000 Penalty: 12904.852539
	Iteration 143Q: 3 clusters Score -8522761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -8522760.000000 Penalty: 12904.852539
	Iteration 144Q: 3 clusters Score -8522760 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -8522765.000000 Penalty: 12904.852539
	Iteration 145Q: 3 clusters Score -8522765 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8522765 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -8522768.000000 Penalty: 12904.852539
	Iteration 147Q: 3 clusters Score -8522768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -8522766.000000 Penalty: 12904.852539
	Iteration 148Q: 3 clusters Score -8522766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -8522771.000000 Penalty: 12904.852539
	Iteration 149Q: 3 clusters Score -8522771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -8522763.000000 Penalty: 12904.852539
	Iteration 150Q: 3 clusters Score -8522763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -8522759.000000 Penalty: 12904.852539
	Iteration 151Q: 3 clusters Score -8522759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -8522751.000000 Penalty: 12904.852539
	Iteration 152Q: 3 clusters Score -8522751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -8522751.000000 Penalty: 12904.852539
	Iteration 153Q: 3 clusters Score -8522751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -8522760.000000 Penalty: 12904.852539
	Iteration 154Q: 3 clusters Score -8522760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -8522757.000000 Penalty: 12904.852539
	Iteration 155Q: 3 clusters Score -8522757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -8522759.000000 Penalty: 12904.852539
	Iteration 156Q: 3 clusters Score -8522759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -8522757.000000 Penalty: 12904.852539
	Iteration 157Q: 3 clusters Score -8522757 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8522754 nChanged 0
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Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
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	Iteration 159F: 3 clusters Score -8522754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1055 members 
Entering Unmasked Estep 
Score: -217375.796875 Penalty: 4263.793945
	Iteration 0F: 2 clusters Score -217375.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -213239.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -213691.968750 Penalty: 8527.587891
	Iteration 1F: 3 clusters Score -213692 nChanged 62
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: -213882.109375 Penalty: 8527.587891
	Iteration 2F: 3 clusters Score -213882.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -214033.437500 Penalty: 8527.587891
	Iteration 3Q: 3 clusters Score -214033.4 nChanged 36
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: -214201.734375 Penalty: 8527.587891
	Iteration 4Q: 3 clusters Score -214201.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -214373.796875 Penalty: 8527.587891
	Iteration 5Q: 3 clusters Score -214373.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -214542.812500 Penalty: 8527.587891
	Iteration 6Q: 3 clusters Score -214542.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -214687.343750 Penalty: 8527.587891
	Iteration 7Q: 3 clusters Score -214687.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -214819.531250 Penalty: 8527.587891
	Iteration 8Q: 3 clusters Score -214819.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -215086.234375 Penalty: 8527.587891
	Iteration 9Q: 3 clusters Score -215086.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -215356.750000 Penalty: 8527.587891
	Iteration 10Q: 3 clusters Score -215356.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -215473.890625 Penalty: 8527.587891
	Iteration 11Q: 3 clusters Score -215473.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -215594.828125 Penalty: 8527.587891
	Iteration 12Q: 3 clusters Score -215594.8 nChanged 17
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: -215684.906250 Penalty: 8527.587891
	Iteration 13Q: 3 clusters Score -215684.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -215730.203125 Penalty: 8527.587891
	Iteration 14Q: 3 clusters Score -215730.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -215743.609375 Penalty: 8527.587891
	Iteration 15Q: 3 clusters Score -215743.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -215759.781250 Penalty: 8527.587891
	Iteration 16Q: 3 clusters Score -215759.8 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: -215778.234375 Penalty: 8527.587891
	Iteration 17Q: 3 clusters Score -215778.2 nChanged 0
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: -215778.234375 Penalty: 8527.587891
	Iteration 18F: 3 clusters Score -215778.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Entering Unmasked Estep 
Score: -5043510.500000 Penalty: 6133.739258
	Iteration 0F: 2 clusters Score -5043510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -5025483.500000 Penalty: 12267.478516
	Iteration 0F: 3 clusters Score -5025484 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -5030485.500000 Penalty: 12267.478516
	Iteration 1F: 3 clusters Score -5030486 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -5031179.500000 Penalty: 12267.478516
	Iteration 2F: 3 clusters Score -5031180 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -5031697.500000 Penalty: 12267.478516
	Iteration 3Q: 3 clusters Score -5031698 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -5032160.500000 Penalty: 12267.478516
	Iteration 4Q: 3 clusters Score -5032160 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -5032561.500000 Penalty: 12267.478516
	Iteration 5Q: 3 clusters Score -5032562 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -5032986.500000 Penalty: 12267.478516
	Iteration 6Q: 3 clusters Score -5032986 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -5033420.500000 Penalty: 12267.478516
	Iteration 7Q: 3 clusters Score -5033420 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -5033966.000000 Penalty: 12267.478516
	Iteration 8Q: 3 clusters Score -5033966 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -5034570.000000 Penalty: 12267.478516
	Iteration 9Q: 3 clusters Score -5034570 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -5035222.500000 Penalty: 12267.478516
	Iteration 10Q: 3 clusters Score -5035222 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -5035853.500000 Penalty: 12267.478516
	Iteration 11Q: 3 clusters Score -5035854 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -5036422.500000 Penalty: 12267.478516
	Iteration 12Q: 3 clusters Score -5036422 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -5036972.500000 Penalty: 12267.478516
	Iteration 13Q: 3 clusters Score -5036972 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -5037448.500000 Penalty: 12267.478516
	Iteration 14Q: 3 clusters Score -5037448 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -5037918.500000 Penalty: 12267.478516
	Iteration 15Q: 3 clusters Score -5037918 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -5038297.500000 Penalty: 12267.478516
	Iteration 16Q: 3 clusters Score -5038298 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -5038600.000000 Penalty: 12267.478516
	Iteration 17Q: 3 clusters Score -5038600 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -5038839.000000 Penalty: 12267.478516
	Iteration 18Q: 3 clusters Score -5038839 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -5039036.500000 Penalty: 12267.478516
	Iteration 19Q: 3 clusters Score -5039036 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -5039208.000000 Penalty: 12267.478516
	Iteration 20F: 3 clusters Score -5039208 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -5039312.500000 Penalty: 12267.478516
	Iteration 21Q: 3 clusters Score -5039312 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -5039371.000000 Penalty: 12267.478516
	Iteration 22Q: 3 clusters Score -5039371 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -5039444.000000 Penalty: 12267.478516
	Iteration 23Q: 3 clusters Score -5039444 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -5039498.000000 Penalty: 12267.478516
	Iteration 24Q: 3 clusters Score -5039498 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -5039516.500000 Penalty: 12267.478516
	Iteration 25Q: 3 clusters Score -5039516 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -5039535.500000 Penalty: 12267.478516
	Iteration 26Q: 3 clusters Score -5039536 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -5039560.500000 Penalty: 12267.478516
	Iteration 27Q: 3 clusters Score -5039560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -5039571.000000 Penalty: 12267.478516
	Iteration 28Q: 3 clusters Score -5039571 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -5039578.500000 Penalty: 12267.478516
	Iteration 29Q: 3 clusters Score -5039578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -5039598.000000 Penalty: 12267.478516
	Iteration 30Q: 3 clusters Score -5039598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -5039604.000000 Penalty: 12267.478516
	Iteration 31Q: 3 clusters Score -5039604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -5039618.000000 Penalty: 12267.478516
	Iteration 32Q: 3 clusters Score -5039618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -5039617.000000 Penalty: 12267.478516
	Iteration 33Q: 3 clusters Score -5039617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -5039625.500000 Penalty: 12267.478516
	Iteration 34Q: 3 clusters Score -5039626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -5039638.500000 Penalty: 12267.478516
	Iteration 35Q: 3 clusters Score -5039638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -5039641.500000 Penalty: 12267.478516
	Iteration 36Q: 3 clusters Score -5039642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -5039654.500000 Penalty: 12267.478516
	Iteration 37Q: 3 clusters Score -5039654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -5039644.500000 Penalty: 12267.478516
	Iteration 38Q: 3 clusters Score -5039644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -5039659.000000 Penalty: 12267.478516
	Iteration 39Q: 3 clusters Score -5039659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -5039656.000000 Penalty: 12267.478516
	Iteration 40F: 3 clusters Score -5039656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -5039671.500000 Penalty: 12267.478516
	Iteration 41Q: 3 clusters Score -5039672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -5039666.000000 Penalty: 12267.478516
	Iteration 42Q: 3 clusters Score -5039666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -5039670.500000 Penalty: 12267.478516
	Iteration 43Q: 3 clusters Score -5039670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -5039683.500000 Penalty: 12267.478516
	Iteration 44Q: 3 clusters Score -5039684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -5039686.000000 Penalty: 12267.478516
	Iteration 45Q: 3 clusters Score -5039686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -5039693.000000 Penalty: 12267.478516
	Iteration 46Q: 3 clusters Score -5039693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -5039693.000000 Penalty: 12267.478516
	Iteration 47Q: 3 clusters Score -5039693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -5039701.500000 Penalty: 12267.478516
	Iteration 48Q: 3 clusters Score -5039702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -5039709.000000 Penalty: 12267.478516
	Iteration 49Q: 3 clusters Score -5039709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -5039716.500000 Penalty: 12267.478516
	Iteration 50Q: 3 clusters Score -5039716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -5039713.000000 Penalty: 12267.478516
	Iteration 51Q: 3 clusters Score -5039713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -5039718.000000 Penalty: 12267.478516
	Iteration 52Q: 3 clusters Score -5039718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -5039727.500000 Penalty: 12267.478516
	Iteration 53Q: 3 clusters Score -5039728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -5039739.000000 Penalty: 12267.478516
	Iteration 54Q: 3 clusters Score -5039739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -5039736.500000 Penalty: 12267.478516
	Iteration 55Q: 3 clusters Score -5039736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -5039752.000000 Penalty: 12267.478516
	Iteration 56Q: 3 clusters Score -5039752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -5039746.500000 Penalty: 12267.478516
	Iteration 57Q: 3 clusters Score -5039746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -5039756.000000 Penalty: 12267.478516
	Iteration 58Q: 3 clusters Score -5039756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -5039753.000000 Penalty: 12267.478516
	Iteration 59Q: 3 clusters Score -5039753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -5039756.500000 Penalty: 12267.478516
	Iteration 60F: 3 clusters Score -5039756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -5039756.000000 Penalty: 12267.478516
	Iteration 61Q: 3 clusters Score -5039756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -5039750.000000 Penalty: 12267.478516
	Iteration 62Q: 3 clusters Score -5039750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -5039762.500000 Penalty: 12267.478516
	Iteration 63Q: 3 clusters Score -5039762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -5039760.500000 Penalty: 12267.478516
	Iteration 64Q: 3 clusters Score -5039760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -5039760.000000 Penalty: 12267.478516
	Iteration 65Q: 3 clusters Score -5039760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -5039765.000000 Penalty: 12267.478516
	Iteration 66Q: 3 clusters Score -5039765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -5039765.500000 Penalty: 12267.478516
	Iteration 67Q: 3 clusters Score -5039766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -5039763.500000 Penalty: 12267.478516
	Iteration 68Q: 3 clusters Score -5039764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -5039764.500000 Penalty: 12267.478516
	Iteration 69Q: 3 clusters Score -5039764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -5039765.500000 Penalty: 12267.478516
	Iteration 70Q: 3 clusters Score -5039766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -5039769.500000 Penalty: 12267.478516
	Iteration 71Q: 3 clusters Score -5039770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -5039775.500000 Penalty: 12267.478516
	Iteration 72Q: 3 clusters Score -5039776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -5039777.500000 Penalty: 12267.478516
	Iteration 73Q: 3 clusters Score -5039778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -5039777.500000 Penalty: 12267.478516
	Iteration 74Q: 3 clusters Score -5039778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -5039779.000000 Penalty: 12267.478516
	Iteration 75Q: 3 clusters Score -5039779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -5039777.500000 Penalty: 12267.478516
	Iteration 76Q: 3 clusters Score -5039778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -5039785.500000 Penalty: 12267.478516
	Iteration 77Q: 3 clusters Score -5039786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -5039781.000000 Penalty: 12267.478516
	Iteration 78Q: 3 clusters Score -5039781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -5039778.000000 Penalty: 12267.478516
	Iteration 79Q: 3 clusters Score -5039778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -5039778.000000 Penalty: 12267.478516
	Iteration 80F: 3 clusters Score -5039778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (172445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172445 members 
Entering Unmasked Estep 
Score: -39015720.000000 Penalty: 7385.423340
	Iteration 0F: 2 clusters Score -3.901572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86510 members 
Mstep: Class 2 contains 85935 members 
Entering Unmasked Estep 
Score: -38899868.000000 Penalty: 14770.846680
	Iteration 0F: 3 clusters Score -3.889987e+07 nChanged 80835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88675 members 
Mstep: Class 2 contains 83770 members 
Entering Unmasked Estep 
Score: -38945728.000000 Penalty: 14770.846680
	Iteration 1F: 3 clusters Score -3.894573e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 82456 members 
Entering Unmasked Estep 
Score: -38947188.000000 Penalty: 14770.846680
	Iteration 2Q: 3 clusters Score -3.894719e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91913 members 
Mstep: Class 2 contains 80532 members 
Entering Unmasked Estep 
Score: -38948464.000000 Penalty: 14770.846680
	Iteration 3Q: 3 clusters Score -3.894846e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94713 members 
Mstep: Class 2 contains 77732 members 
Entering Unmasked Estep 
Score: -38950088.000000 Penalty: 14770.846680
	Iteration 4Q: 3 clusters Score -3.895009e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 73637 members 
Entering Unmasked Estep 
Score: -38951812.000000 Penalty: 14770.846680
	Iteration 5Q: 3 clusters Score -3.895181e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104817 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -38954696.000000 Penalty: 14770.846680
	Iteration 6Q: 3 clusters Score -3.89547e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113219 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -38959544.000000 Penalty: 14770.846680
	Iteration 7F: 3 clusters Score -3.895954e+07 nChanged 11251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124292 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -38967216.000000 Penalty: 14770.846680
	Iteration 8F: 3 clusters Score -3.896722e+07 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137548 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -38977912.000000 Penalty: 14770.846680
	Iteration 9F: 3 clusters Score -3.897791e+07 nChanged 13292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150826 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -38989624.000000 Penalty: 14770.846680
	Iteration 10F: 3 clusters Score -3.898962e+07 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161005 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -38999244.000000 Penalty: 14770.846680
	Iteration 11F: 3 clusters Score -3.899924e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166834 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -39004452.000000 Penalty: 14770.846680
	Iteration 12Q: 3 clusters Score -3.900445e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169596 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -39007068.000000 Penalty: 14770.846680
	Iteration 13Q: 3 clusters Score -3.900707e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170710 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -39008156.000000 Penalty: 14770.846680
	Iteration 14Q: 3 clusters Score -3.900816e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171182 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -39008676.000000 Penalty: 14770.846680
	Iteration 15Q: 3 clusters Score -3.900868e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171394 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -39008852.000000 Penalty: 14770.846680
	Iteration 16Q: 3 clusters Score -3.900885e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171491 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -39009008.000000 Penalty: 14770.846680
	Iteration 17Q: 3 clusters Score -3.900901e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171554 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -39009100.000000 Penalty: 14770.846680
	Iteration 18Q: 3 clusters Score -3.90091e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171601 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -39009184.000000 Penalty: 14770.846680
	Iteration 19Q: 3 clusters Score -3.900918e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171616 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -39009208.000000 Penalty: 14770.846680
	Iteration 20F: 3 clusters Score -3.900921e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171631 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -39009272.000000 Penalty: 14770.846680
	Iteration 21Q: 3 clusters Score -3.900927e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171638 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -39009264.000000 Penalty: 14770.846680
	Iteration 22Q: 3 clusters Score -3.900926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171644 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -39009272.000000 Penalty: 14770.846680
	Iteration 23Q: 3 clusters Score -3.900927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171647 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -39009268.000000 Penalty: 14770.846680
	Iteration 24Q: 3 clusters Score -3.900927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171650 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -39009232.000000 Penalty: 14770.846680
	Iteration 25Q: 3 clusters Score -3.900923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171653 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -39009264.000000 Penalty: 14770.846680
	Iteration 26Q: 3 clusters Score -3.900926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171657 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -39009252.000000 Penalty: 14770.846680
	Iteration 27Q: 3 clusters Score -3.900925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171661 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -39009272.000000 Penalty: 14770.846680
	Iteration 28Q: 3 clusters Score -3.900927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171663 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -39009280.000000 Penalty: 14770.846680
	Iteration 29Q: 3 clusters Score -3.900928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171664 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -39009300.000000 Penalty: 14770.846680
	Iteration 30Q: 3 clusters Score -3.90093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171666 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -39009316.000000 Penalty: 14770.846680
	Iteration 31Q: 3 clusters Score -3.900932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171667 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -39009324.000000 Penalty: 14770.846680
	Iteration 32Q: 3 clusters Score -3.900932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171670 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -39009308.000000 Penalty: 14770.846680
	Iteration 33Q: 3 clusters Score -3.900931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171672 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -39009324.000000 Penalty: 14770.846680
	Iteration 34Q: 3 clusters Score -3.900932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171673 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -39009320.000000 Penalty: 14770.846680
	Iteration 35Q: 3 clusters Score -3.900932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171673 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -39009320.000000 Penalty: 14770.846680
	Iteration 36F: 3 clusters Score -3.900932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -43412.503906 Penalty: 3356.891357
	Iteration 0F: 2 clusters Score -43412.5 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: -40902.507812 Penalty: 6713.782715
	Iteration 0F: 3 clusters Score -40902.51 nChanged 6
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: -40952.886719 Penalty: 6713.782715
	Iteration 1Q: 3 clusters Score -40952.89 nChanged 0
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: -40952.886719 Penalty: 6713.782715
	Iteration 2F: 3 clusters Score -40952.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -46859.476562 Penalty: 3564.801025
	Iteration 0F: 2 clusters Score -46859.48 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 168 members 
Entering Unmasked Estep 
Score: -44156.417969 Penalty: 7129.602051
	Iteration 0F: 3 clusters Score -44156.42 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44434.625000 Penalty: 7129.602051
	Iteration 1F: 3 clusters Score -44434.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -44632.808594 Penalty: 7129.602051
	Iteration 2F: 3 clusters Score -44632.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -44750.742188 Penalty: 7129.602051
	Iteration 3Q: 3 clusters Score -44750.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -44770.523438 Penalty: 7129.602051
	Iteration 4Q: 3 clusters Score -44770.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -44774.597656 Penalty: 7129.602051
	Iteration 5Q: 3 clusters Score -44774.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -44774.597656 Penalty: 7129.602051
	Iteration 6F: 3 clusters Score -44774.6 nChanged 0
--- Evaluating fit on full set of 1849261 points ---
Entering Unmasked Estep 
Score: -413073376.000000 Penalty: 229802.484375
25->27 Clusters: Score -413073376.000000, best is -413252576.000000

Main iterations: 0 (time per=infms)
Total iterations: 33160 (time per=749.835080ms)
Iterations metric 2: 3818101932032.000000 (time per=6.512275ns)
Iterations metric 3: 183263972818944.000000 (time per=135.676046ps)

That took 24864.531250 seconds.
